diff --git a/.Rprofile b/.Rprofile
index 72ea15a..d406891 100644
--- a/.Rprofile
+++ b/.Rprofile
@@ -1,26 +1,40 @@
-source("renv/activate.R")
+# ---------------------------------------------------------
+# This is the .Rprofile file
+#
+# Use it to include any functions you want to run before any other code is run.
+# For example, using renv automatically sources its activate script to the .RProfile file
+# This ensures that all renv checks on package versions happens before any code is run.
+#
+#
+# ---------------------------------------------------------
 
-shhh <- suppressPackageStartupMessages # It's a library, so shhh!
+cat("Sourcing .Rprofile.", fill = TRUE)
 
+source("renv/activate.R")
 
-tidy_code <- function() {
-  shhh(source("global.r"))
-  shhh(tidy_code_function())
+if (system.file(package = "dfeshiny") != "") {
+  library(dfeshiny)
+} else {
+  warning("dfeshiny package is not installed, please run renv::restore() to set up the necessary package environment")
 }
 
+# Function to run tests
 run_tests_locally <- function() {
   Sys.unsetenv("http_proxy")
   Sys.unsetenv("https_proxy")
-  shhh(source("global.R"))
+  source("global.r")
   # message("================================================================================")
   # message("== testthat ====================================================================")
   # message("")
-  # shhh(testthat::test_dir("tests/testthat"))
+  # testthat::test_dir("tests/testthat")
   # message("")
   message("================================================================================")
-  message("== shinytest ===================================================================")
+  message("== shinytest2 ==================================================================")
   message("")
-  shhh(shinytest::testApp())
+  shinytest2::test_app()
   message("")
   message("================================================================================")
 }
+
+# Install commit-hooks locally
+statusWriteCommit <- file.copy(".hooks/pre-commit.R", ".git/hooks/pre-commit", overwrite = TRUE)
diff --git a/.github/workflows/shiny-tests.yaml b/.github/workflows/shiny-tests.yaml
index 06ad078..765d06b 100644
--- a/.github/workflows/shiny-tests.yaml
+++ b/.github/workflows/shiny-tests.yaml
@@ -10,7 +10,7 @@ jobs:
   automatedTests:
     runs-on: ${{ matrix.config.os }}
 
-    name: ${{ matrix.config.os }} (${{ matrix.config.r }})
+    name: shiny-tests
 
     strategy:
       fail-fast: false
@@ -29,7 +29,6 @@ jobs:
 
       - uses: r-lib/actions/setup-r@v2
         with:
-          r-version: ${{matrix.config.r}}
           use-public-rspm: true
 
       - name: Cache R packages
@@ -53,21 +52,6 @@ jobs:
         run: |
           if (!requireNamespace("renv", quietly = TRUE)) install.packages("renv")
           renv::restore()
-      - name: Find PhantomJS path
-        id: phantomjs
-        run: |
-          echo "::set-output name=path::$(Rscript -e 'cat(shinytest:::phantom_paths()[[1]])')"
-      - name: Cache PhantomJS
-        uses: actions/cache@v1
-        with:
-          path: ${{ steps.phantomjs.outputs.path }}
-          key: ${{ runner.os }}-phantomjs
-          restore-keys: ${{ runner.os }}-phantomjs
-      - name: Install PhantomJS
-        shell: Rscript {0}
-        run: |
-          options(install.packages.check.source = "no")
-          if (!shinytest::dependenciesInstalled()) shinytest::installDependencies()
       - name: Run tests
         shell: Rscript {0}
         run: |
diff --git a/.hooks/pre-commit.R b/.hooks/pre-commit.R
new file mode 100644
index 0000000..e92cb63
--- /dev/null
+++ b/.hooks/pre-commit.R
@@ -0,0 +1,82 @@
+#!/usr/bin/env Rscript
+cat("Running commit hooks...",fill=TRUE)
+shhh <- suppressPackageStartupMessages # It's a library, so shhh!
+shhh(library(dplyr))
+shhh(library(xfun))
+shhh(library(dfeshiny))
+
+error_flag <- FALSE
+
+datalog <- "datafiles_log.csv"
+log_files <- read.csv(datalog, stringsAsFactors = FALSE)
+ign_files <- read.csv(".gitignore", header = FALSE, stringsAsFactors = FALSE)
+colnames(ign_files)[1] <- "filename"
+
+cat("Contents of the .gitignore file:")
+print(ign_files)
+
+# Run a pass through the .gitignore files and look for any issues
+if(ncol(ign_files)>1){
+  cat("ERROR: It looks like you've got commas in the .gitignore. Please correct the .gitignore file and try again.")
+  error_flag <- TRUE
+} else {
+  for(i in 1:nrow(ign_files)){
+    if(grepl(' ',ign_files$filename[i])){
+      cat("ERROR: It looks like you've got spaces in filenames in the .gitignore. Please rename your files if they contain spaces and update the .gitignore file accordingly.")
+      error_flag <- TRUE
+    }
+  }
+}
+
+suffixes <- "xlsx$|dat$|csv$|tex$|pdf$"
+
+current_files <- data.frame(files = list.files("./", recursive = TRUE)) %>%
+  filter(grepl(suffixes, files), !grepl("renv|datafiles_log.csv", files))
+
+for (file in current_files$files) {
+  if (!file %in% log_files$filename) {
+    cat("Error:", file, "is not recorded in datafiles_log.csv.\n\n")
+    cat("Please add an entry to datafiles_log.csv for this file and mark it as unpublished, published or reference.\n\n")
+    error_flag <- TRUE
+  } else {
+    file_status <- (log_files %>% filter(filename == file))$status
+    if (!file_status %in% c("published", "Published", "reference", "Reference", "dummy", "Dummy")) {
+      if (!file %in% ign_files$filename & !grepl("unpublished",file)) {
+        cat("Error:", file, "is not logged as published or reference data in datafiles_log.csv and is not found in .gitignore.\n\n")
+        cat("If the file contains published or reference data then update its entry in datafiles_log.csv.\n\n")
+        cat("If the file contains unpublished data then add it to the .gitignore file.\n\n")
+        error_flag <- TRUE
+      }
+      else {
+        cat(file,"is recorded in the logfile as unpublished data and in .gitignore and so will not be included as part of the commit.\n\n")
+      }
+    }
+  }
+}
+
+if(grepl('G-Z967JJVQQX', htmltools::includeHTML(("google-analytics.html"))) & 
+   !(toupper(Sys.getenv("USERNAME")) %in% c("CFOSTER4", "CRACE", "LSELBY","RBIELBY", "JMACHIN"))){
+  cat("Cleaning out the template's Google Analytics tag.",fill=TRUE)
+  gsub_file("google-analytics.html", pattern = "G-Z967JJVQQX", replacement = "G-XXXXXXXXXX")
+  gsub_file("ui.R", pattern = "Z967JJVQQX", replacement = "XXXXXXXXXX")
+  system2(command = "git", args=c("add","google-analytics.html"))
+}
+
+if (error_flag) {
+  cat("Warning, aborting commit. Unrecognised data files found, please update .gitignore or datafiles_log.csv.\n")
+  quit(save = "no", status = 1, runLast = FALSE)
+}
+
+tidy_output <- tidy_code()
+if(any(tidy_output)){
+  error_flag <- TRUE
+}
+
+if (error_flag) {
+  cat("Warning: Code did not appear to have been tidied.\nI've run tidy code for you,
+      please check your files and the dashboard still works and then re-stage and try committing again.")
+  quit(save = "no", status = 1, runLast = FALSE)
+}
+
+
+# End of hooks
diff --git a/datafiles_log.csv b/datafiles_log.csv
new file mode 100644
index 0000000..9f3e42a
--- /dev/null
+++ b/datafiles_log.csv
@@ -0,0 +1,12 @@
+filename,status
+data/regional_data_FD_PG.csv,published
+data/regional_movement_FD_PG.csv,published
+data/sankey data 1-3YAG_FD_PG.csv,published
+data/sankey data 1-5YAG_FD_PG.csv,published
+data/sankey data 3-5YAG_FD_PG.csv,published
+data/tables_data_3digit_FD_PG.csv,published
+data/boundaries/Regions__December_2019__Boundaries_EN_BFE.cpg,published
+data/boundaries/Regions__December_2019__Boundaries_EN_BFE.dbf,published
+data/boundaries/Regions__December_2019__Boundaries_EN_BFE.prj,published
+data/boundaries/Regions__December_2019__Boundaries_EN_BFE.shp,published
+data/boundaries/Regions__December_2019__Boundaries_EN_BFE.shx,published
diff --git a/global.R b/global.R
index 0b1845e..d8a8c83 100644
--- a/global.R
+++ b/global.R
@@ -32,6 +32,7 @@ shhh(library(networkD3))
 shhh(library(styler))
 shhh(library(shinyGovstyle))
 shhh(library(shinyjs))
+shhh(library(dfeshiny))
 # shhh(library(shinya11y))
 
 # update years for text
diff --git a/renv.lock b/renv.lock
index 77af08c..f06e8de 100644
--- a/renv.lock
+++ b/renv.lock
@@ -4,11 +4,18 @@
     "Repositories": [
       {
         "Name": "CRAN",
-        "URL": "http://cran.rstudio.com"
+        "URL": "https://packagemanager.posit.co/cran/latest"
       }
     ]
   },
   "Packages": {
+    "AsioHeaders": {
+      "Package": "AsioHeaders",
+      "Version": "1.22.1-2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "85bf3bd8fa58da21a22d84fd4f4ef0a8"
+    },
     "BH": {
       "Package": "BH",
       "Version": "1.84.0-0",
@@ -29,7 +36,7 @@
     },
     "DT": {
       "Package": "DT",
-      "Version": "0.31",
+      "Version": "0.33",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -42,7 +49,7 @@
         "magrittr",
         "promises"
       ],
-      "Hash": "77b5189f5272ae2b21e3ac2175ad107c"
+      "Hash": "64ff3427f559ce3f2597a4fe13255cb6"
     },
     "DescTools": {
       "Package": "DescTools",
@@ -243,6 +250,18 @@
       ],
       "Hash": "45f0398006e83a5b10b72a90663d8d8c"
     },
+    "RCurl": {
+      "Package": "RCurl",
+      "Version": "1.98-1.14",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "bitops",
+        "methods"
+      ],
+      "Hash": "47f648d288079d0c696804ad4e55197e"
+    },
     "Rcpp": {
       "Package": "Rcpp",
       "Version": "1.0.12",
@@ -276,16 +295,6 @@
       ],
       "Hash": "cad6cf7f1d5f6e906700b9d3e718c796"
     },
-    "assertthat": {
-      "Package": "assertthat",
-      "Version": "0.2.1",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "tools"
-      ],
-      "Hash": "50c838a310445e954bc13f26f26a6ecf"
-    },
     "backports": {
       "Package": "backports",
       "Version": "1.4.1",
@@ -330,9 +339,16 @@
       ],
       "Hash": "9fe98599ca456d6552421db0d6772d8f"
     },
+    "bitops": {
+      "Package": "bitops",
+      "Version": "1.0-7",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "b7d8d8ee39869c18d8846a184dd8a1af"
+    },
     "boot": {
       "Package": "boot",
-      "Version": "1.3-29",
+      "Version": "1.3-30",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -340,27 +356,28 @@
         "graphics",
         "stats"
       ],
-      "Hash": "a0cb8a465a115fd8460cab1a5b18a5f3"
+      "Hash": "96abeed416a286d4a0f52e550b612343"
     },
     "brio": {
       "Package": "brio",
-      "Version": "1.1.4",
+      "Version": "1.1.5",
       "Source": "Repository",
-      "Repository": "CRAN",
+      "Repository": "RSPM",
       "Requirements": [
         "R"
       ],
-      "Hash": "68bd2b066e1fe780bbf62fc8bcc36de3"
+      "Hash": "c1ee497a6d999947c2c224ae46799b1a"
     },
     "bslib": {
       "Package": "bslib",
-      "Version": "0.6.1",
+      "Version": "0.7.0",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "base64enc",
         "cachem",
+        "fastmap",
         "grDevices",
         "htmltools",
         "jquerylib",
@@ -371,7 +388,7 @@
         "rlang",
         "sass"
       ],
-      "Hash": "c0d8599494bc7fb408cd206bbdd9cab0"
+      "Hash": "8644cc53f43828f19133548195d7e59e"
     },
     "cachem": {
       "Package": "cachem",
@@ -386,7 +403,7 @@
     },
     "callr": {
       "Package": "callr",
-      "Version": "3.7.3",
+      "Version": "3.7.6",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -395,7 +412,7 @@
         "processx",
         "utils"
       ],
-      "Hash": "9b2191ede20fa29828139b9900922e51"
+      "Hash": "d7e13f49c19103ece9e58ad2d83a7354"
     },
     "cellranger": {
       "Package": "cellranger",
@@ -421,6 +438,26 @@
       ],
       "Hash": "c01cab1cb0f9125211a6fc99d540e315"
     },
+    "chromote": {
+      "Package": "chromote",
+      "Version": "0.2.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R6",
+        "curl",
+        "fastmap",
+        "jsonlite",
+        "later",
+        "magrittr",
+        "processx",
+        "promises",
+        "rlang",
+        "utils",
+        "websocket"
+      ],
+      "Hash": "3cfaf9cbd331e07055acada321664e12"
+    },
     "class": {
       "Package": "class",
       "Version": "7.3-22",
@@ -485,6 +522,16 @@
       ],
       "Hash": "0aaa05204035dc43ea0004b9c76611dd"
     },
+    "codetools": {
+      "Package": "codetools",
+      "Version": "0.2-20",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "61e097f35917d342622f21cdc79c256e"
+    },
     "colorspace": {
       "Package": "colorspace",
       "Version": "2.1-0",
@@ -543,35 +590,24 @@
     },
     "curl": {
       "Package": "curl",
-      "Version": "5.2.0",
+      "Version": "5.2.1",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R"
       ],
-      "Hash": "ce88d13c0b10fe88a37d9c59dba2d7f9"
+      "Hash": "411ca2c03b1ce5f548345d2fc2685f7a"
     },
     "data.table": {
       "Package": "data.table",
-      "Version": "1.15.0",
+      "Version": "1.15.4",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "methods"
       ],
-      "Hash": "cfbbb4aed6e78cd45f17123a9ec9981a"
-    },
-    "debugme": {
-      "Package": "debugme",
-      "Version": "1.1.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "crayon",
-        "grDevices"
-      ],
-      "Hash": "2d8a9e4f08f3dd669cb8ddd1eb575959"
+      "Hash": "8ee9ac56ef633d0c7cab8b2ca87d683e"
     },
     "desc": {
       "Package": "desc",
@@ -586,6 +622,29 @@
       ],
       "Hash": "99b79fcbd6c4d1ce087f5c5c758b384f"
     },
+    "dfeshiny": {
+      "Package": "dfeshiny",
+      "Version": "0.2.0",
+      "Source": "GitHub",
+      "RemoteType": "github",
+      "RemoteHost": "api.github.com",
+      "RemoteUsername": "dfe-analytical-services",
+      "RemoteRepo": "dfeshiny",
+      "RemoteRef": "main",
+      "RemoteSha": "fb0a97efd819c4735c3e57dc3b294a5ad2911ef5",
+      "Requirements": [
+        "RCurl",
+        "checkmate",
+        "glue",
+        "htmltools",
+        "shiny",
+        "shinyGovstyle",
+        "shinyjs",
+        "stringr",
+        "styler"
+      ],
+      "Hash": "23cba66872a9f50b6cde614c29286073"
+    },
     "diffobj": {
       "Package": "diffobj",
       "Version": "0.3.5",
@@ -603,14 +662,14 @@
     },
     "digest": {
       "Package": "digest",
-      "Version": "0.6.34",
+      "Version": "0.6.35",
       "Source": "Repository",
-      "Repository": "CRAN",
+      "Repository": "RSPM",
       "Requirements": [
         "R",
         "utils"
       ],
-      "Hash": "7ede2ee9ea8d3edbf1ca84c1e333ad1a"
+      "Hash": "698ece7ba5a4fa4559e3d537e7ec3d31"
     },
     "dplyr": {
       "Package": "dplyr",
@@ -651,17 +710,6 @@
       ],
       "Hash": "4ef372b716824753719a8a38b258442d"
     },
-    "ellipsis": {
-      "Package": "ellipsis",
-      "Version": "0.3.2",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "rlang"
-      ],
-      "Hash": "bb0eec2fe32e88d9e2836c2f73ea2077"
-    },
     "evaluate": {
       "Package": "evaluate",
       "Version": "0.23",
@@ -698,10 +746,10 @@
     },
     "farver": {
       "Package": "farver",
-      "Version": "2.1.1",
+      "Version": "2.1.2",
       "Source": "Repository",
       "Repository": "CRAN",
-      "Hash": "8106d78941f34855c440ddb946b8f7a5"
+      "Hash": "680887028577f3fa2a81e410ed0d6e42"
     },
     "fastmap": {
       "Package": "fastmap",
@@ -737,14 +785,14 @@
     },
     "fs": {
       "Package": "fs",
-      "Version": "1.6.3",
+      "Version": "1.6.4",
       "Source": "Repository",
       "Repository": "RSPM",
       "Requirements": [
         "R",
         "methods"
       ],
-      "Hash": "47b5f30c720c23999b913a1a635cf0bb"
+      "Hash": "15aeb8c27f5ea5161f9f6a641fafd93a"
     },
     "generics": {
       "Package": "generics",
@@ -759,9 +807,9 @@
     },
     "ggplot2": {
       "Package": "ggplot2",
-      "Version": "3.4.4",
+      "Version": "3.5.1",
       "Source": "Repository",
-      "Repository": "CRAN",
+      "Repository": "RSPM",
       "Requirements": [
         "MASS",
         "R",
@@ -780,7 +828,7 @@
         "vctrs",
         "withr"
       ],
-      "Hash": "313d31eff2274ecf4c1d3581db7241f9"
+      "Hash": "44c6a2f8202d5b7e878ea274b1092426"
     },
     "gld": {
       "Package": "gld",
@@ -795,6 +843,17 @@
       ],
       "Hash": "71173258033324618dc8a09b3e27269e"
     },
+    "globals": {
+      "Package": "globals",
+      "Version": "0.16.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "codetools"
+      ],
+      "Hash": "2580567908cafd4f187c1e5a91e98b7f"
+    },
     "glue": {
       "Package": "glue",
       "Version": "1.7.0",
@@ -822,9 +881,9 @@
     },
     "gtable": {
       "Package": "gtable",
-      "Version": "0.3.4",
+      "Version": "0.3.5",
       "Source": "Repository",
-      "Repository": "CRAN",
+      "Repository": "RSPM",
       "Requirements": [
         "R",
         "cli",
@@ -833,7 +892,7 @@
         "lifecycle",
         "rlang"
       ],
-      "Hash": "b29cf3031f49b04ab9c852c912547eef"
+      "Hash": "e18861963cbc65a27736e02b3cd3c4a0"
     },
     "highr": {
       "Package": "highr",
@@ -880,20 +939,19 @@
     },
     "htmltools": {
       "Package": "htmltools",
-      "Version": "0.5.7",
+      "Version": "0.5.8.1",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "base64enc",
         "digest",
-        "ellipsis",
         "fastmap",
         "grDevices",
         "rlang",
         "utils"
       ],
-      "Hash": "2d7b3857980e0e0d0a1fd6f11928ab0f"
+      "Hash": "81d371a9cc60640e74e4ab6ac46dcedc"
     },
     "htmlwidgets": {
       "Package": "htmlwidgets",
@@ -912,7 +970,7 @@
     },
     "httpuv": {
       "Package": "httpuv",
-      "Version": "1.6.14",
+      "Version": "1.6.15",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -923,7 +981,7 @@
         "promises",
         "utils"
       ],
-      "Hash": "16abeb167dbf511f8cc0552efaf05bab"
+      "Hash": "d55aa087c47a63ead0f6fc10f8fa1ee0"
     },
     "httr": {
       "Package": "httr",
@@ -996,7 +1054,7 @@
     },
     "knitr": {
       "Package": "knitr",
-      "Version": "1.45",
+      "Version": "1.46",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -1008,7 +1066,7 @@
         "xfun",
         "yaml"
       ],
-      "Hash": "1ec462871063897135c1bcbe0fc8f07d"
+      "Hash": "6e008ab1d696a5283c79765fa7b56b47"
     },
     "labeling": {
       "Package": "labeling",
@@ -1034,7 +1092,7 @@
     },
     "lattice": {
       "Package": "lattice",
-      "Version": "0.22-5",
+      "Version": "0.22-6",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -1045,7 +1103,7 @@
         "stats",
         "utils"
       ],
-      "Hash": "7c5e89f04e72d6611c77451f6331a091"
+      "Hash": "cc5ac1ba4c238c7ca9fa6a87ca11a7e2"
     },
     "lazyeval": {
       "Package": "lazyeval",
@@ -1191,14 +1249,14 @@
     },
     "munsell": {
       "Package": "munsell",
-      "Version": "0.5.0",
+      "Version": "0.5.1",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "colorspace",
         "methods"
       ],
-      "Hash": "6dfe8bf774944bd5595785e3229d8771"
+      "Hash": "4fd8900853b746af55b81fda99da7695"
     },
     "mvtnorm": {
       "Package": "mvtnorm",
@@ -1252,13 +1310,13 @@
     },
     "openssl": {
       "Package": "openssl",
-      "Version": "2.1.1",
+      "Version": "2.1.2",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "askpass"
       ],
-      "Hash": "2a0dc8c6adfb6f032e4d4af82d258ab5"
+      "Hash": "ea2475b073243d9d338aa8f086ce973e"
     },
     "openxlsx": {
       "Package": "openxlsx",
@@ -1295,13 +1353,6 @@
       ],
       "Hash": "737924139a1e4fc96356ff377c754c35"
     },
-    "parsedate": {
-      "Package": "parsedate",
-      "Version": "1.3.1",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "7f5024cc7af45eeecef657fa62beb568"
-    },
     "pillar": {
       "Package": "pillar",
       "Version": "1.9.0",
@@ -1333,7 +1384,7 @@
     },
     "pkgbuild": {
       "Package": "pkgbuild",
-      "Version": "1.4.3",
+      "Version": "1.4.4",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -1344,7 +1395,7 @@
         "desc",
         "processx"
       ],
-      "Hash": "c0143443203205e6a2760ce553dafc24"
+      "Hash": "a29e8e134a460a01e0ca67a4763c595b"
     },
     "pkgconfig": {
       "Package": "pkgconfig",
@@ -1449,7 +1500,7 @@
     },
     "processx": {
       "Package": "processx",
-      "Version": "3.8.3",
+      "Version": "3.8.4",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -1458,7 +1509,7 @@
         "ps",
         "utils"
       ],
-      "Hash": "82d48b1aec56084d9438dbf98087a7e9"
+      "Hash": "0c90a7d71988856bad2a2a45dd871bb9"
     },
     "progress": {
       "Package": "progress",
@@ -1476,7 +1527,7 @@
     },
     "promises": {
       "Package": "promises",
-      "Version": "1.2.1",
+      "Version": "1.3.0",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -1488,7 +1539,7 @@
         "rlang",
         "stats"
       ],
-      "Hash": "0d8a15c9d000970ada1ab21405387dee"
+      "Hash": "434cd5388a3979e74be5c219bcd6e77d"
     },
     "proxy": {
       "Package": "proxy",
@@ -1655,7 +1706,7 @@
     },
     "rmarkdown": {
       "Package": "rmarkdown",
-      "Version": "2.25",
+      "Version": "2.26",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -1668,14 +1719,13 @@
         "jsonlite",
         "knitr",
         "methods",
-        "stringr",
         "tinytex",
         "tools",
         "utils",
         "xfun",
         "yaml"
       ],
-      "Hash": "d65e35823c817f09f4de424fcdfa812a"
+      "Hash": "9b148e7f95d33aac01f31282d49e4f44"
     },
     "rootSolve": {
       "Package": "rootSolve",
@@ -1715,10 +1765,10 @@
     },
     "rstudioapi": {
       "Package": "rstudioapi",
-      "Version": "0.15.0",
+      "Version": "0.16.0",
       "Source": "Repository",
-      "Repository": "RSPM",
-      "Hash": "5564500e25cffad9e22244ced1379887"
+      "Repository": "CRAN",
+      "Hash": "96710351d642b70e8f02ddeb237c46a7"
     },
     "s2": {
       "Package": "s2",
@@ -1734,7 +1784,7 @@
     },
     "sass": {
       "Package": "sass",
-      "Version": "0.4.8",
+      "Version": "0.4.9",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -1744,7 +1794,7 @@
         "rappdirs",
         "rlang"
       ],
-      "Hash": "168f9353c76d4c4b0a0bbf72e2c2d035"
+      "Hash": "d53dbfddf695303ea4ad66f86e99b95d"
     },
     "scales": {
       "Package": "scales",
@@ -1791,7 +1841,7 @@
     },
     "shiny": {
       "Package": "shiny",
-      "Version": "1.8.0",
+      "Version": "1.8.1.1",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -1801,7 +1851,6 @@
         "cachem",
         "commonmark",
         "crayon",
-        "ellipsis",
         "fastmap",
         "fontawesome",
         "glue",
@@ -1821,7 +1870,7 @@
         "withr",
         "xtable"
       ],
-      "Hash": "3a1f41807d648a908e3c7f0334bf85e6"
+      "Hash": "54b26646816af9960a4c64d8ceec75d6"
     },
     "shinyBS": {
       "Package": "shinyBS",
@@ -1850,9 +1899,9 @@
     },
     "shinyWidgets": {
       "Package": "shinyWidgets",
-      "Version": "0.8.1",
+      "Version": "0.8.6",
       "Source": "Repository",
-      "Repository": "CRAN",
+      "Repository": "RSPM",
       "Requirements": [
         "R",
         "anytime",
@@ -1864,7 +1913,7 @@
         "sass",
         "shiny"
       ],
-      "Hash": "96bb249d21b7473dbeb0311702ef5288"
+      "Hash": "bc918b6911c4e928e24a9928295de834"
     },
     "shinycssloaders": {
       "Package": "shinycssloaders",
@@ -1907,45 +1956,30 @@
       ],
       "Hash": "802e4786b353a4bb27116957558548d5"
     },
-    "shinytest": {
-      "Package": "shinytest",
-      "Version": "1.5.3",
+    "shinytest2": {
+      "Package": "shinytest2",
+      "Version": "0.3.2",
       "Source": "Repository",
-      "Repository": "CRAN",
+      "Repository": "RSPM",
       "Requirements": [
         "R6",
-        "assertthat",
         "callr",
+        "checkmate",
+        "chromote",
+        "cpp11",
         "crayon",
-        "debugme",
-        "digest",
-        "htmlwidgets",
-        "httpuv",
+        "fs",
+        "globals",
         "httr",
         "jsonlite",
-        "parsedate",
         "pingr",
-        "rematch",
         "rlang",
-        "rstudioapi",
+        "rmarkdown",
         "shiny",
         "testthat",
-        "utils",
-        "webdriver",
         "withr"
       ],
-      "Hash": "981229915650258e38ae95947210082d"
-    },
-    "showimage": {
-      "Package": "showimage",
-      "Version": "1.0.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "png",
-        "tools"
-      ],
-      "Hash": "841927b226db842d24d9c288c99ed27b"
+      "Hash": "a414c1bb2eb6e2a920742d3ebce84962"
     },
     "sourcetools": {
       "Package": "sourcetools",
@@ -1976,7 +2010,7 @@
     },
     "stringi": {
       "Package": "stringi",
-      "Version": "1.8.3",
+      "Version": "1.8.4",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -1985,7 +2019,7 @@
         "tools",
         "utils"
       ],
-      "Hash": "058aebddea264f4c99401515182e656a"
+      "Hash": "39e1144fd75428983dc3f63aa53dfa91"
     },
     "stringr": {
       "Package": "stringr",
@@ -2006,7 +2040,7 @@
     },
     "styler": {
       "Package": "styler",
-      "Version": "1.10.2",
+      "Version": "1.10.3",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -2021,7 +2055,7 @@
         "vctrs",
         "withr"
       ],
-      "Hash": "d61238fd44fc63c8adf4565efe8eb682"
+      "Hash": "93a2b1beac2437bdcc4724f8bf867e2c"
     },
     "sys": {
       "Package": "sys",
@@ -2044,7 +2078,7 @@
     },
     "testthat": {
       "Package": "testthat",
-      "Version": "3.2.1",
+      "Version": "3.2.1.1",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -2069,7 +2103,7 @@
         "waldo",
         "withr"
       ],
-      "Hash": "4767a686ebe986e6cb01d075b3f09729"
+      "Hash": "3f6e7e5e2220856ff865e4834766bf2b"
     },
     "tibble": {
       "Package": "tibble",
@@ -2115,7 +2149,7 @@
     },
     "tidyselect": {
       "Package": "tidyselect",
-      "Version": "1.2.0",
+      "Version": "1.2.1",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -2127,17 +2161,17 @@
         "vctrs",
         "withr"
       ],
-      "Hash": "79540e5fcd9e0435af547d885f184fd5"
+      "Hash": "829f27b9c4919c16b593794a6344d6c0"
     },
     "tinytex": {
       "Package": "tinytex",
-      "Version": "0.49",
+      "Version": "0.51",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "xfun"
       ],
-      "Hash": "5ac22900ae0f386e54f1c307eca7d843"
+      "Hash": "d44e2fcd2e4e076f0aac540208559d1d"
     },
     "tzdb": {
       "Package": "tzdb",
@@ -2252,24 +2286,18 @@
       ],
       "Hash": "c7d3fd6d29ab077cbac8f0e2751449e6"
     },
-    "webdriver": {
-      "Package": "webdriver",
-      "Version": "1.0.6",
+    "websocket": {
+      "Package": "websocket",
+      "Version": "1.4.1",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
+        "AsioHeaders",
         "R6",
-        "base64enc",
-        "callr",
-        "curl",
-        "debugme",
-        "httr",
-        "jsonlite",
-        "showimage",
-        "utils",
-        "withr"
+        "cpp11",
+        "later"
       ],
-      "Hash": "adc1e0db3ac0d75dcdb4b8179e7ca796"
+      "Hash": "76e0d400757e318cca33def29ccebbc2"
     },
     "withr": {
       "Package": "withr",
@@ -2295,7 +2323,7 @@
     },
     "xfun": {
       "Package": "xfun",
-      "Version": "0.42",
+      "Version": "0.43",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -2303,7 +2331,7 @@
         "stats",
         "tools"
       ],
-      "Hash": "fd1349170df31f7a10bd98b0189e85af"
+      "Hash": "ab6371d8653ce5f2f9290f4ec7b42a8e"
     },
     "xtable": {
       "Package": "xtable",
diff --git a/tests/shinytest.R b/tests/shinytest.R
deleted file mode 100644
index 82b693c..0000000
--- a/tests/shinytest.R
+++ /dev/null
@@ -1,2 +0,0 @@
-library(shinytest)
-expect_pass(shinytest::testApp("../"))
diff --git a/tests/shinytest/testUI-expected/industryBySubject_0.json b/tests/shinytest/testUI-expected/industryBySubject_0.json
deleted file mode 100644
index 30ace2c..0000000
--- a/tests/shinytest/testUI-expected/industryBySubject_0.json
+++ /dev/null
@@ -1,770 +0,0 @@
-{
-  "input": {
-    "countinput3": "sex",
-    "earningsbutton2": "Proportions",
-    "navbar": "industryBySubject",
-    "qualinput4": "First degree",
-    "sectionnameinput2": "Education",
-    "YAGinput3": "5"
-  },
-  "output": {
-    "backwards_crosstab_title": "<h4>Graduates working in the Education industry five years after\n                            graduation by the subject they studied and sex, first degree graduates from English HE providers, 2020/21 tax year.<\/h4>",
-    "crosstab_backwards": {
-      "x": {
-        "tag": {
-          "name": "Reactable",
-          "attribs": {
-            "data": {
-              "subject_name": [
-                "Education and teaching",
-                "English studies",
-                "Health and social care",
-                "Sport and exercise sciences",
-                "Performing arts",
-                "Psychology",
-                "Business and management",
-                "Creative arts and design",
-                "History and archaeology",
-                "Sociology, social policy and anthropology",
-                "Biosciences",
-                "Languages and area studies",
-                "Geography, earth and environmental studies",
-                "Mathematical sciences",
-                "Combined and general studies",
-                "Allied health",
-                "Media, journalism and communications",
-                "Computing",
-                "Law",
-                "Philosophy and religious studies",
-                "Engineering",
-                "Politics",
-                "Chemistry",
-                "Nursing and midwifery",
-                "Physics and astronomy",
-                "Agriculture, food and related studies",
-                "Architecture, building and planning",
-                "General, applied and forensic sciences",
-                "Economics",
-                "Medical sciences",
-                "Medicine and dentistry",
-                "Materials and technology",
-                "Pharmacology, toxicology and pharmacy",
-                "Veterinary sciences",
-                "Celtic studies"
-              ],
-              "Female": [
-                0.304,
-                0.075,
-                0.076,
-                0.032,
-                0.049,
-                0.059,
-                0.041,
-                0.045,
-                0.038,
-                0.045,
-                0.027,
-                0.024,
-                0.021,
-                0.016,
-                0.022,
-                0.019,
-                0.015,
-                0.006,
-                0.016,
-                0.013,
-                0.003,
-                0.008,
-                0.007,
-                0.011,
-                0.003,
-                0.006,
-                0.003,
-                0.004,
-                0.002,
-                0.004,
-                0.002,
-                0.001,
-                0.002,
-                0.001,
-                0
-              ],
-              "Male": [
-                0.104,
-                0.046,
-                0.028,
-                0.136,
-                0.072,
-                0.023,
-                0.064,
-                0.036,
-                0.056,
-                0.025,
-                0.041,
-                0.02,
-                0.03,
-                0.042,
-                0.023,
-                0.014,
-                0.023,
-                0.044,
-                0.014,
-                0.016,
-                0.034,
-                0.02,
-                0.019,
-                0.003,
-                0.02,
-                0.004,
-                0.011,
-                0.007,
-                0.011,
-                0.004,
-                0.004,
-                0.005,
-                0.002,
-                0.001,
-                0
-              ],
-              "Female & Male": [
-                0.252,
-                0.067,
-                0.064,
-                0.06,
-                0.055,
-                0.05,
-                0.047,
-                0.043,
-                0.043,
-                0.04,
-                0.031,
-                0.023,
-                0.023,
-                0.023,
-                0.022,
-                0.018,
-                0.017,
-                0.016,
-                0.016,
-                0.014,
-                0.011,
-                0.011,
-                0.01,
-                0.009,
-                0.007,
-                0.005,
-                0.005,
-                0.005,
-                0.004,
-                0.004,
-                0.003,
-                0.002,
-                0.002,
-                0.001,
-                0
-              ]
-            },
-            "columns": [
-              {
-                "id": "subject_name",
-                "name": "Subject area",
-                "type": "character",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "footer": "TOTAL (N)",
-                "na": "x",
-                "width": 600
-              },
-              {
-                "id": "Female",
-                "name": "Female",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "30.4%",
-                  "7.5%",
-                  "7.6%",
-                  "3.2%",
-                  "4.9%",
-                  "5.9%",
-                  "4.1%",
-                  "4.5%",
-                  "3.8%",
-                  "4.5%",
-                  "2.7%",
-                  "2.4%",
-                  "2.1%",
-                  "1.6%",
-                  "2.2%",
-                  "1.9%",
-                  "1.5%",
-                  "0.6%",
-                  "1.6%",
-                  "1.3%",
-                  "0.3%",
-                  "0.8%",
-                  "0.7%",
-                  "1.1%",
-                  "0.3%",
-                  "0.6%",
-                  "0.3%",
-                  "0.4%",
-                  "0.2%",
-                  "0.4%",
-                  "0.2%",
-                  "0.1%",
-                  "0.2%",
-                  "0.1%",
-                  "0.0%"
-                ],
-                "footer": "23,730",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#317ABF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C6DBEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C5DAEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E2EDF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D7E6F4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D0E1F2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DCE9F6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D9E7F5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DEEAF7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D9E7F5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E5EFF9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E7F0F9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E9F2FA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ECF4FB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E8F1FA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EAF2FB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EDF4FB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F3F8FD"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ECF4FB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EEF5FC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F5F9FE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F1F7FD"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F2F8FD"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EFF6FC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F5F9FE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F3F8FD"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F5F9FE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F4F9FE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F5FAFE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F4F9FE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F5FAFE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F6FAFE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F5FAFE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F6FAFE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  }
-                ]
-              },
-              {
-                "id": "Male",
-                "name": "Male",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "10.4%",
-                  "4.6%",
-                  "2.8%",
-                  "13.6%",
-                  "7.2%",
-                  "2.3%",
-                  "6.4%",
-                  "3.6%",
-                  "5.6%",
-                  "2.5%",
-                  "4.1%",
-                  "2.0%",
-                  "3.0%",
-                  "4.2%",
-                  "2.3%",
-                  "1.4%",
-                  "2.3%",
-                  "4.4%",
-                  "1.4%",
-                  "1.6%",
-                  "3.4%",
-                  "2.0%",
-                  "1.9%",
-                  "0.3%",
-                  "2.0%",
-                  "0.4%",
-                  "1.1%",
-                  "0.7%",
-                  "1.1%",
-                  "0.4%",
-                  "0.4%",
-                  "0.5%",
-                  "0.2%",
-                  "0.1%",
-                  "0.0%"
-                ],
-                "footer": "8,390",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#B3CEE9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D9E7F5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E4EFF9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#9EC1E2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C8DCEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E8F1FA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CDDFF1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DFEBF7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D2E3F3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E6F0F9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DCE9F6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E9F2FA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E3EEF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DBE9F6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E8F1FA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EDF5FC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E8F1FA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DAE8F5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EDF5FC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ECF4FB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E0ECF7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E9F2FA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EAF2FB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F5F9FE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E9F2FA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F4F9FE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EFF6FC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F2F8FD"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EFF6FC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F4F9FE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F4F9FE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F3F8FD"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F5FAFE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F6FAFE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  }
-                ]
-              },
-              {
-                "id": "Female & Male",
-                "name": "Female & Male",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "25.2%",
-                  "6.7%",
-                  "6.4%",
-                  "6.0%",
-                  "5.5%",
-                  "5.0%",
-                  "4.7%",
-                  "4.3%",
-                  "4.3%",
-                  "4.0%",
-                  "3.1%",
-                  "2.3%",
-                  "2.3%",
-                  "2.3%",
-                  "2.2%",
-                  "1.8%",
-                  "1.7%",
-                  "1.6%",
-                  "1.6%",
-                  "1.4%",
-                  "1.1%",
-                  "1.1%",
-                  "1.0%",
-                  "0.9%",
-                  "0.7%",
-                  "0.5%",
-                  "0.5%",
-                  "0.5%",
-                  "0.4%",
-                  "0.4%",
-                  "0.3%",
-                  "0.2%",
-                  "0.2%",
-                  "0.1%",
-                  "0.0%"
-                ],
-                "footer": "32,115",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#5290C9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CBDEF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CDDFF1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CFE1F2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D3E3F3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D6E5F4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D8E7F5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DAE8F5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DAE8F5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DCEAF6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E2EDF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E8F1FA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E8F1FA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E8F1FA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E8F1FA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EBF3FB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EBF3FB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ECF4FB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ECF4FB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EDF5FC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EFF6FC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EFF6FC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F0F6FC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F1F7FD"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F2F8FD"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F3F8FD"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F3F8FD"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F3F8FD"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F4F9FE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F4F9FE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F5F9FE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F5FAFE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F5FAFE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F6FAFE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  }
-                ]
-              }
-            ],
-            "defaultPageSize": 37,
-            "showSortable": true,
-            "height": "800px",
-            "dataKey": "random_key",
-            "static": false
-          },
-          "children": [
-
-          ]
-        },
-        "class": "reactR_markup"
-      },
-      "evals": [
-
-      ],
-      "jsHooks": [
-
-      ],
-      "deps": [
-
-      ]
-    }
-  }
-}
diff --git a/tests/shinytest/testUI-expected/industryBySubject_1.json b/tests/shinytest/testUI-expected/industryBySubject_1.json
deleted file mode 100644
index 6624a8b..0000000
--- a/tests/shinytest/testUI-expected/industryBySubject_1.json
+++ /dev/null
@@ -1,758 +0,0 @@
-{
-  "input": {
-    "countinput3": "sex",
-    "earningsbutton2": "Median earnings",
-    "navbar": "industryBySubject",
-    "qualinput4": "First degree",
-    "sectionnameinput2": "Education",
-    "YAGinput3": "5"
-  },
-  "output": {
-    "backwards_crosstab_title": "<h4>Graduates working in the Education industry five years after\n                            graduation by the subject they studied and sex, first degree graduates from English HE providers, 2020/21 tax year.<\/h4>",
-    "crosstab_backwards": {
-      "x": {
-        "tag": {
-          "name": "Reactable",
-          "attribs": {
-            "data": {
-              "subject_name": [
-                "Education and teaching",
-                "English studies",
-                "Health and social care",
-                "Sport and exercise sciences",
-                "Performing arts",
-                "Psychology",
-                "Business and management",
-                "Creative arts and design",
-                "History and archaeology",
-                "Sociology, social policy and anthropology",
-                "Biosciences",
-                "Languages and area studies",
-                "Geography, earth and environmental studies",
-                "Mathematical sciences",
-                "Combined and general studies",
-                "Allied health",
-                "Media, journalism and communications",
-                "Computing",
-                "Law",
-                "Philosophy and religious studies",
-                "Engineering",
-                "Politics",
-                "Chemistry",
-                "Nursing and midwifery",
-                "Physics and astronomy",
-                "Agriculture, food and related studies",
-                "Architecture, building and planning",
-                "General, applied and forensic sciences",
-                "Economics",
-                "Medical sciences",
-                "Medicine and dentistry",
-                "Materials and technology",
-                "Pharmacology, toxicology and pharmacy",
-                "Veterinary sciences",
-                "Celtic studies"
-              ],
-              "Female": [
-                28500,
-                27400,
-                28800,
-                27400,
-                24800,
-                25900,
-                25900,
-                23000,
-                27400,
-                25900,
-                27700,
-                28100,
-                28100,
-                31400,
-                24100,
-                26800,
-                24500,
-                26600,
-                25600,
-                29200,
-                28700,
-                28500,
-                29600,
-                27400,
-                31400,
-                24100,
-                27600,
-                26600,
-                32800,
-                30300,
-                43800,
-                28100,
-                27400,
-                27000,
-                -10000
-              ],
-              "Male": [
-                31000,
-                27000,
-                32500,
-                27000,
-                23000,
-                27400,
-                27000,
-                22300,
-                27000,
-                27000,
-                28500,
-                29200,
-                28500,
-                31400,
-                28800,
-                29600,
-                24100,
-                28500,
-                27400,
-                27400,
-                30300,
-                27700,
-                29900,
-                32500,
-                30300,
-                24100,
-                30100,
-                27700,
-                31400,
-                31000,
-                50700,
-                24800,
-                25900,
-                -10000,
-                -10000
-              ],
-              "Female & Male": [
-                29200,
-                27400,
-                29600,
-                27000,
-                24100,
-                26300,
-                25900,
-                23000,
-                27000,
-                25900,
-                27700,
-                28500,
-                28500,
-                31400,
-                25900,
-                27700,
-                24100,
-                27700,
-                25900,
-                28500,
-                29900,
-                28100,
-                29600,
-                28100,
-                30700,
-                24100,
-                28800,
-                27700,
-                32100,
-                30300,
-                46700,
-                25200,
-                26600,
-                27000,
-                -10000
-              ]
-            },
-            "columns": [
-              {
-                "id": "subject_name",
-                "name": "Subject area",
-                "type": "character",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "footer": "TOTAL (N)",
-                "na": "x",
-                "width": 600
-              },
-              {
-                "id": "Female",
-                "name": "Female",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£28,500",
-                  "£27,400",
-                  "£28,800",
-                  "£27,400",
-                  "£24,800",
-                  "£25,900",
-                  "£25,900",
-                  "£23,000",
-                  "£27,400",
-                  "£25,900",
-                  "£27,700",
-                  "£28,100",
-                  "£28,100",
-                  "£31,400",
-                  "£24,100",
-                  "£26,800",
-                  "£24,500",
-                  "£26,600",
-                  "£25,600",
-                  "£29,200",
-                  "£28,700",
-                  "£28,500",
-                  "£29,600",
-                  "£27,400",
-                  "£31,400",
-                  "£24,100",
-                  "£27,600",
-                  "£26,600",
-                  "£32,800",
-                  "£30,300",
-                  "£43,800",
-                  "£28,100",
-                  "£27,400",
-                  "£27,000",
-                  "c"
-                ],
-                "footer": "23,730",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#CBDEF1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D3E3F3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C9DDF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D3E3F3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E5EFF9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DDEAF6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DDEAF6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F2F7FD"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D3E3F3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DDEAF6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D1E2F2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CEE0F1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CEE0F1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B7D1EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EAF2FA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D7E6F4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E7F1FA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D9E7F5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DFECF7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C6DBEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CADDF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CBDEF1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C4D9EE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D3E3F3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B7D1EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EAF2FA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D2E2F3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D9E7F5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ADCBE7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BFD6EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#6199CE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CEE0F1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D3E3F3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D6E5F4"
-                  },
-                  null
-                ]
-              },
-              {
-                "id": "Male",
-                "name": "Male",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£31,000",
-                  "£27,000",
-                  "£32,500",
-                  "£27,000",
-                  "£23,000",
-                  "£27,400",
-                  "£27,000",
-                  "£22,300",
-                  "£27,000",
-                  "£27,000",
-                  "£28,500",
-                  "£29,200",
-                  "£28,500",
-                  "£31,400",
-                  "£28,800",
-                  "£29,600",
-                  "£24,100",
-                  "£28,500",
-                  "£27,400",
-                  "£27,400",
-                  "£30,300",
-                  "£27,700",
-                  "£29,900",
-                  "£32,500",
-                  "£30,300",
-                  "£24,100",
-                  "£30,100",
-                  "£27,700",
-                  "£31,400",
-                  "£31,000",
-                  "£50,700",
-                  "£24,800",
-                  "£25,900",
-                  "c",
-                  "c"
-                ],
-                "footer": "8,390",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#BAD3EB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D6E5F4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AFCCE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D6E5F4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F2F7FD"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D3E3F3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D6E5F4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D6E5F4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D6E5F4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CBDEF1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C6DBEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CBDEF1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B7D1EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C9DDF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C4D9EE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EAF2FA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CBDEF1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D3E3F3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D3E3F3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BFD6EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D1E2F2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C2D8ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AFCCE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BFD6EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EAF2FA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C0D7ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D1E2F2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B7D1EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BAD3EB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#317ABF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E5EFF9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DDEAF6"
-                  },
-                  null,
-                  null
-                ]
-              },
-              {
-                "id": "Female & Male",
-                "name": "Female & Male",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£29,200",
-                  "£27,400",
-                  "£29,600",
-                  "£27,000",
-                  "£24,100",
-                  "£26,300",
-                  "£25,900",
-                  "£23,000",
-                  "£27,000",
-                  "£25,900",
-                  "£27,700",
-                  "£28,500",
-                  "£28,500",
-                  "£31,400",
-                  "£25,900",
-                  "£27,700",
-                  "£24,100",
-                  "£27,700",
-                  "£25,900",
-                  "£28,500",
-                  "£29,900",
-                  "£28,100",
-                  "£29,600",
-                  "£28,100",
-                  "£30,700",
-                  "£24,100",
-                  "£28,800",
-                  "£27,700",
-                  "£32,100",
-                  "£30,300",
-                  "£46,700",
-                  "£25,200",
-                  "£26,600",
-                  "£27,000",
-                  "c"
-                ],
-                "footer": "32,115",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#C6DBEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D3E3F3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C4D9EE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D6E5F4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EAF2FA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DBE8F5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DDEAF6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F2F7FD"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D6E5F4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DDEAF6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D1E2F2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CBDEF1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CBDEF1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B7D1EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DDEAF6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D1E2F2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EAF2FA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D1E2F2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DDEAF6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CBDEF1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C2D8ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CEE0F1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C4D9EE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CEE0F1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BCD4EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EAF2FA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C9DDF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D1E2F2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B2CEE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BFD6EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#4C8CC8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E2EDF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D9E7F5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D6E5F4"
-                  },
-                  null
-                ]
-              }
-            ],
-            "defaultPageSize": 37,
-            "showSortable": true,
-            "height": "800px",
-            "dataKey": "random_key",
-            "static": false
-          },
-          "children": [
-
-          ]
-        },
-        "class": "reactR_markup"
-      },
-      "evals": [
-
-      ],
-      "jsHooks": [
-
-      ],
-      "deps": [
-
-      ]
-    }
-  }
-}
diff --git a/tests/shinytest/testUI-expected/industryBySubject_2.json b/tests/shinytest/testUI-expected/industryBySubject_2.json
deleted file mode 100644
index 0d11c94..0000000
--- a/tests/shinytest/testUI-expected/industryBySubject_2.json
+++ /dev/null
@@ -1,1204 +0,0 @@
-{
-  "input": {
-    "countinput3": "ethnicity",
-    "earningsbutton2": "Median earnings",
-    "navbar": "industryBySubject",
-    "qualinput4": "First degree",
-    "sectionnameinput2": "Education",
-    "YAGinput3": "5"
-  },
-  "output": {
-    "backwards_crosstab_title": "<h4>Graduates working in the Education industry five years after\n                            graduation by the subject they studied and ethnicity, male and female first degree graduates from\n                            English HE providers, 2020/21 tax year.<\/h4>",
-    "crosstab_backwards": {
-      "x": {
-        "tag": {
-          "name": "Reactable",
-          "attribs": {
-            "data": {
-              "subject_name": [
-                "Education and teaching",
-                "English studies",
-                "Health and social care",
-                "Sport and exercise sciences",
-                "Performing arts",
-                "Psychology",
-                "Business and management",
-                "Creative arts and design",
-                "History and archaeology",
-                "Sociology, social policy and anthropology",
-                "Biosciences",
-                "Languages and area studies",
-                "Geography, earth and environmental studies",
-                "Mathematical sciences",
-                "Combined and general studies",
-                "Allied health",
-                "Media, journalism and communications",
-                "Computing",
-                "Law",
-                "Philosophy and religious studies",
-                "Engineering",
-                "Politics",
-                "Chemistry",
-                "Nursing and midwifery",
-                "Physics and astronomy",
-                "Agriculture, food and related studies",
-                "Architecture, building and planning",
-                "General, applied and forensic sciences",
-                "Economics",
-                "Medical sciences",
-                "Medicine and dentistry",
-                "Materials and technology",
-                "Pharmacology, toxicology and pharmacy",
-                "Veterinary sciences",
-                "Celtic studies"
-              ],
-              "White": [
-                29600,
-                27000,
-                29600,
-                27400,
-                24100,
-                25900,
-                26300,
-                23000,
-                27000,
-                25900,
-                27700,
-                28500,
-                28500,
-                31400,
-                25600,
-                27700,
-                24100,
-                27700,
-                25900,
-                28500,
-                29900,
-                27400,
-                29600,
-                27400,
-                30300,
-                24100,
-                29600,
-                27400,
-                31400,
-                29900,
-                47100,
-                25200,
-                27400,
-                26800,
-                -10000
-              ],
-              "Black": [
-                25200,
-                27700,
-                30700,
-                27400,
-                23400,
-                28800,
-                24800,
-                20400,
-                29200,
-                27400,
-                23000,
-                -10000,
-                -10000,
-                32800,
-                33600,
-                30700,
-                24500,
-                29200,
-                26600,
-                31000,
-                30300,
-                32100,
-                -10000,
-                32500,
-                -10000,
-                -10000,
-                30300,
-                -10000,
-                33200,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                "NA"
-              ],
-              "Asian": [
-                24100,
-                27700,
-                25900,
-                25900,
-                25900,
-                27000,
-                25900,
-                20800,
-                28100,
-                24800,
-                29600,
-                28800,
-                29200,
-                31400,
-                26300,
-                26600,
-                28800,
-                27000,
-                25600,
-                30700,
-                30700,
-                29600,
-                30300,
-                -10000,
-                37200,
-                -10000,
-                27700,
-                25900,
-                33200,
-                32800,
-                -10000,
-                -10000,
-                26300,
-                "NA",
-                "NA"
-              ],
-              "Mixed": [
-                28800,
-                27000,
-                27400,
-                24600,
-                25900,
-                29600,
-                25600,
-                21500,
-                28100,
-                28100,
-                29200,
-                28700,
-                -10000,
-                27700,
-                -10000,
-                25900,
-                25200,
-                -10000,
-                27400,
-                25900,
-                29200,
-                30700,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                "NA"
-              ],
-              "Other": [
-                26300,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                28500,
-                22300,
-                -10000,
-                -10000,
-                31000,
-                31800,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                30700,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                -10000,
-                -10000,
-                "NA",
-                "NA"
-              ],
-              "Not known": [
-                26300,
-                29900,
-                25900,
-                27700,
-                25600,
-                27700,
-                27400,
-                19700,
-                24500,
-                26300,
-                29200,
-                27700,
-                -10000,
-                31000,
-                -10000,
-                25200,
-                -10000,
-                29200,
-                21500,
-                -10000,
-                26300,
-                -10000,
-                -10000,
-                26600,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                -10000,
-                -10000,
-                "NA"
-              ]
-            },
-            "columns": [
-              {
-                "id": "subject_name",
-                "name": "Subject area",
-                "type": "character",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "footer": "TOTAL (N)",
-                "width": 600
-              },
-              {
-                "id": "White",
-                "name": "White",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£29,600",
-                  "£27,000",
-                  "£29,600",
-                  "£27,400",
-                  "£24,100",
-                  "£25,900",
-                  "£26,300",
-                  "£23,000",
-                  "£27,000",
-                  "£25,900",
-                  "£27,700",
-                  "£28,500",
-                  "£28,500",
-                  "£31,400",
-                  "£25,600",
-                  "£27,700",
-                  "£24,100",
-                  "£27,700",
-                  "£25,900",
-                  "£28,500",
-                  "£29,900",
-                  "£27,400",
-                  "£29,600",
-                  "£27,400",
-                  "£30,300",
-                  "£24,100",
-                  "£29,600",
-                  "£27,400",
-                  "£31,400",
-                  "£29,900",
-                  "£47,100",
-                  "£25,200",
-                  "£27,400",
-                  "£26,800",
-                  "c"
-                ],
-                "footer": "52,935",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#AFCCE7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C2D8ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AFCCE7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BFD6ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D7E6F4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CADDF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C7DBEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DFEBF7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C2D8ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CADDF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BDD5EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B7D1EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B7D1EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A2C3E3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CCDFF1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BDD5EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D7E6F4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BDD5EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CADDF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B7D1EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ADCAE7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BFD6ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AFCCE7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BFD6ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AAC9E6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D7E6F4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AFCCE7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BFD6ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A2C3E3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ADCAE7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#317ABF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CFE1F2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BFD6ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C3D9EE"
-                  },
-                  null
-                ]
-              },
-              {
-                "id": "Black",
-                "name": "Black",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£25,200",
-                  "£27,700",
-                  "£30,700",
-                  "£27,400",
-                  "£23,400",
-                  "£28,800",
-                  "£24,800",
-                  "£20,400",
-                  "£29,200",
-                  "£27,400",
-                  "£23,000",
-                  "c",
-                  "c",
-                  "£32,800",
-                  "£33,600",
-                  "£30,700",
-                  "£24,500",
-                  "£29,200",
-                  "£26,600",
-                  "£31,000",
-                  "£30,300",
-                  "£32,100",
-                  "c",
-                  "£32,500",
-                  "c",
-                  "c",
-                  "£30,300",
-                  "c",
-                  "£33,200",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "x"
-                ],
-                "footer": "2,820",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#CFE1F2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BDD5EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A7C7E5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BFD6ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DCE9F6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B5D0E9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D2E2F3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F1F7FD"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B2CEE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BFD6ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DFEBF7"
-                  },
-                  null,
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#98BDE0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#92B9DE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A7C7E5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D4E4F3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B2CEE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C5DAEE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A5C5E4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AAC9E6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#9DC0E2"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#9ABEE1"
-                  },
-                  null,
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#AAC9E6"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#95BBDF"
-                  },
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              },
-              {
-                "id": "Asian",
-                "name": "Asian",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£24,100",
-                  "£27,700",
-                  "£25,900",
-                  "£25,900",
-                  "£25,900",
-                  "£27,000",
-                  "£25,900",
-                  "£20,800",
-                  "£28,100",
-                  "£24,800",
-                  "£29,600",
-                  "£28,800",
-                  "£29,200",
-                  "£31,400",
-                  "£26,300",
-                  "£26,600",
-                  "£28,800",
-                  "£27,000",
-                  "£25,600",
-                  "£30,700",
-                  "£30,700",
-                  "£29,600",
-                  "£30,300",
-                  "c",
-                  "£37,200",
-                  "c",
-                  "£27,700",
-                  "£25,900",
-                  "£33,200",
-                  "£32,800",
-                  "c",
-                  "c",
-                  "£26,300",
-                  "x",
-                  "x"
-                ],
-                "footer": "5,020",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#D7E6F4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BDD5EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CADDF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CADDF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CADDF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C2D8ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CADDF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EFF5FC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BAD3EB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D2E2F3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AFCCE7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B5D0E9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B2CEE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A2C3E3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C7DBEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C5DAEE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B5D0E9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C2D8ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CCDFF1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A7C7E5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A7C7E5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AFCCE7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AAC9E6"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#78A8D6"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#BDD5EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CADDF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#95BBDF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#98BDE0"
-                  },
-                  null,
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#C7DBEF"
-                  },
-                  null,
-                  null
-                ]
-              },
-              {
-                "id": "Mixed",
-                "name": "Mixed",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£28,800",
-                  "£27,000",
-                  "£27,400",
-                  "£24,600",
-                  "£25,900",
-                  "£29,600",
-                  "£25,600",
-                  "£21,500",
-                  "£28,100",
-                  "£28,100",
-                  "£29,200",
-                  "£28,700",
-                  "c",
-                  "£27,700",
-                  "c",
-                  "£25,900",
-                  "£25,200",
-                  "c",
-                  "£27,400",
-                  "£25,900",
-                  "£29,200",
-                  "£30,700",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "x"
-                ],
-                "footer": "1,740",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#B5D0E9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C2D8ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BFD6ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D3E3F3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CADDF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AFCCE7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CCDFF1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E9F2FA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BAD3EB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BAD3EB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B2CEE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B5D0E9"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#BDD5EC"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#CADDF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CFE1F2"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#BFD6ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CADDF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B2CEE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A7C7E5"
-                  },
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              },
-              {
-                "id": "Other",
-                "name": "Other",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£26,300",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "£28,500",
-                  "£22,300",
-                  "c",
-                  "c",
-                  "£31,000",
-                  "£31,800",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "£30,700",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "c",
-                  "c",
-                  "x",
-                  "x"
-                ],
-                "footer": "495",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#C7DBEF"
-                  },
-                  null,
-                  null,
-                  null,
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#B7D1EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E4EEF8"
-                  },
-                  null,
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#A5C5E4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#9FC2E2"
-                  },
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#A7C7E5"
-                  },
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              },
-              {
-                "id": "Not known",
-                "name": "Not known",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£26,300",
-                  "£29,900",
-                  "£25,900",
-                  "£27,700",
-                  "£25,600",
-                  "£27,700",
-                  "£27,400",
-                  "£19,700",
-                  "£24,500",
-                  "£26,300",
-                  "£29,200",
-                  "£27,700",
-                  "c",
-                  "£31,000",
-                  "c",
-                  "£25,200",
-                  "c",
-                  "£29,200",
-                  "£21,500",
-                  "c",
-                  "£26,300",
-                  "c",
-                  "c",
-                  "£26,600",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "c",
-                  "c",
-                  "x"
-                ],
-                "footer": "1,245",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#C7DBEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ADCAE7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CADDF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BDD5EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CCDFF1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BDD5EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BFD6ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D4E4F3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C7DBEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B2CEE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BDD5EC"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#A5C5E4"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#CFE1F2"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#B2CEE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E9F2FA"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#C7DBEF"
-                  },
-                  null,
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#C5DAEE"
-                  },
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              }
-            ],
-            "defaultPageSize": 37,
-            "showSortable": true,
-            "height": "800px",
-            "dataKey": "random_key",
-            "static": false
-          },
-          "children": [
-
-          ]
-        },
-        "class": "reactR_markup"
-      },
-      "evals": [
-
-      ],
-      "jsHooks": [
-
-      ],
-      "deps": [
-
-      ]
-    }
-  }
-}
diff --git a/tests/shinytest/testUI-expected/industryBySubject_3.json b/tests/shinytest/testUI-expected/industryBySubject_3.json
deleted file mode 100644
index 03520ab..0000000
--- a/tests/shinytest/testUI-expected/industryBySubject_3.json
+++ /dev/null
@@ -1,1216 +0,0 @@
-{
-  "input": {
-    "countinput3": "ethnicity",
-    "earningsbutton2": "Median earnings",
-    "navbar": "industryBySubject",
-    "qualinput4": "First degree",
-    "sectionnameinput2": "Education",
-    "YAGinput3": "10"
-  },
-  "output": {
-    "backwards_crosstab_title": "<h4>Graduates working in the Education industry ten years after\n                            graduation by the subject they studied and ethnicity, male and female first degree graduates from\n                            English HE providers, 2020/21 tax year.<\/h4>",
-    "crosstab_backwards": {
-      "x": {
-        "tag": {
-          "name": "Reactable",
-          "attribs": {
-            "data": {
-              "subject_name": [
-                "Education and teaching",
-                "English studies",
-                "Health and social care",
-                "Business and management",
-                "Creative arts and design",
-                "Performing arts",
-                "Psychology",
-                "History and archaeology",
-                "Sport and exercise sciences",
-                "Sociology, social policy and anthropology",
-                "Biosciences",
-                "Geography, earth and environmental studies",
-                "Combined and general studies",
-                "Languages and area studies",
-                "Law",
-                "Media, journalism and communications",
-                "Mathematical sciences",
-                "Allied health",
-                "Computing",
-                "Philosophy and religious studies",
-                "Engineering",
-                "Politics",
-                "Architecture, building and planning",
-                "Chemistry",
-                "Physics and astronomy",
-                "Nursing and midwifery",
-                "General, applied and forensic sciences",
-                "Economics",
-                "Agriculture, food and related studies",
-                "Medical sciences",
-                "Materials and technology",
-                "Medicine and dentistry",
-                "Pharmacology, toxicology and pharmacy",
-                "Veterinary sciences",
-                "Celtic studies"
-              ],
-              "White": [
-                29600,
-                29900,
-                31800,
-                29600,
-                24100,
-                27700,
-                29200,
-                31800,
-                33600,
-                27700,
-                33200,
-                32500,
-                28500,
-                32100,
-                30700,
-                27400,
-                35800,
-                28100,
-                32100,
-                32100,
-                35800,
-                33200,
-                32100,
-                35000,
-                36100,
-                27700,
-                31000,
-                36900,
-                25600,
-                34300,
-                31400,
-                51600,
-                36100,
-                30100,
-                -10000
-              ],
-              "Black": [
-                27400,
-                26300,
-                35400,
-                29200,
-                26300,
-                25900,
-                32100,
-                33200,
-                32100,
-                29200,
-                35400,
-                -10000,
-                32500,
-                -10000,
-                29900,
-                29900,
-                41600,
-                30700,
-                31000,
-                -10000,
-                34700,
-                31000,
-                29700,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                "NA"
-              ],
-              "Asian": [
-                27000,
-                30700,
-                33900,
-                29200,
-                19700,
-                16800,
-                29100,
-                30700,
-                34300,
-                29600,
-                33600,
-                31400,
-                28100,
-                31800,
-                24100,
-                29600,
-                36100,
-                29200,
-                33200,
-                27700,
-                30300,
-                29200,
-                32800,
-                36500,
-                -10000,
-                -10000,
-                -10000,
-                33600,
-                -10000,
-                28800,
-                -10000,
-                59200,
-                32500,
-                "NA",
-                "NA"
-              ],
-              "Mixed": [
-                29200,
-                32800,
-                33200,
-                33900,
-                25600,
-                27000,
-                31400,
-                32100,
-                33200,
-                34700,
-                31000,
-                -10000,
-                33900,
-                35400,
-                32500,
-                32100,
-                -10000,
-                32800,
-                29600,
-                39800,
-                38200,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                "NA"
-              ],
-              "Other": [
-                22300,
-                27000,
-                -10000,
-                30700,
-                20100,
-                -10000,
-                28800,
-                -10000,
-                -10000,
-                35400,
-                34700,
-                -10000,
-                -10000,
-                -10000,
-                34700,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                -10000,
-                -10000,
-                "NA",
-                "NA"
-              ],
-              "Not known": [
-                26300,
-                27500,
-                33600,
-                26600,
-                17500,
-                30400,
-                26600,
-                29600,
-                33400,
-                29600,
-                32500,
-                34700,
-                31200,
-                33200,
-                27000,
-                28500,
-                41600,
-                27700,
-                28500,
-                34700,
-                38300,
-                29200,
-                -10000,
-                -10000,
-                -10000,
-                15700,
-                28500,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000
-              ]
-            },
-            "columns": [
-              {
-                "id": "subject_name",
-                "name": "Subject area",
-                "type": "character",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "footer": "TOTAL (N)",
-                "width": 600
-              },
-              {
-                "id": "White",
-                "name": "White",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£29,600",
-                  "£29,900",
-                  "£31,800",
-                  "£29,600",
-                  "£24,100",
-                  "£27,700",
-                  "£29,200",
-                  "£31,800",
-                  "£33,600",
-                  "£27,700",
-                  "£33,200",
-                  "£32,500",
-                  "£28,500",
-                  "£32,100",
-                  "£30,700",
-                  "£27,400",
-                  "£35,800",
-                  "£28,100",
-                  "£32,100",
-                  "£32,100",
-                  "£35,800",
-                  "£33,200",
-                  "£32,100",
-                  "£35,000",
-                  "£36,100",
-                  "£27,700",
-                  "£31,000",
-                  "£36,900",
-                  "£25,600",
-                  "£34,300",
-                  "£31,400",
-                  "£51,600",
-                  "£36,100",
-                  "£30,100",
-                  "c"
-                ],
-                "footer": "57,735",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#B7D1EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B6D0EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ADCBE7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B7D1EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D0E2F2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C0D7ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B9D2EB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ADCBE7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A5C5E4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C0D7ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A7C7E5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AAC9E6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BCD5EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ACCAE6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B2CEE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C1D8ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#9BBFE1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BED6EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ACCAE6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ACCAE6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#9BBFE1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A7C7E5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ACCAE6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#9FC1E2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#9ABEE0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C0D7ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B1CDE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#96BCDF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C9DDF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A2C3E3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AFCCE7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#5390CA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#9ABEE0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B5D0E9"
-                  },
-                  null
-                ]
-              },
-              {
-                "id": "Black",
-                "name": "Black",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£27,400",
-                  "£26,300",
-                  "£35,400",
-                  "£29,200",
-                  "£26,300",
-                  "£25,900",
-                  "£32,100",
-                  "£33,200",
-                  "£32,100",
-                  "£29,200",
-                  "£35,400",
-                  "c",
-                  "£32,500",
-                  "c",
-                  "£29,900",
-                  "£29,900",
-                  "£41,600",
-                  "£30,700",
-                  "£31,000",
-                  "c",
-                  "£34,700",
-                  "£31,000",
-                  "£29,700",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "x"
-                ],
-                "footer": "2,545",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#C1D8ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C6DBEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#9DC0E2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B9D2EB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C6DBEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C8DCEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ACCAE6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A7C7E5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ACCAE6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B9D2EB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#9DC0E2"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#AAC9E6"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#B6D0EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B6D0EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#81AED8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B2CEE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B1CDE8"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#A0C2E3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B1CDE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B7D1EA"
-                  },
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              },
-              {
-                "id": "Asian",
-                "name": "Asian",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£27,000",
-                  "£30,700",
-                  "£33,900",
-                  "£29,200",
-                  "£19,700",
-                  "£16,800",
-                  "£29,100",
-                  "£30,700",
-                  "£34,300",
-                  "£29,600",
-                  "£33,600",
-                  "£31,400",
-                  "£28,100",
-                  "£31,800",
-                  "£24,100",
-                  "£29,600",
-                  "£36,100",
-                  "£29,200",
-                  "£33,200",
-                  "£27,700",
-                  "£30,300",
-                  "£29,200",
-                  "£32,800",
-                  "£36,500",
-                  "c",
-                  "c",
-                  "c",
-                  "£33,600",
-                  "c",
-                  "£28,800",
-                  "c",
-                  "£59,200",
-                  "£32,500",
-                  "x",
-                  "x"
-                ],
-                "footer": "4,410",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#C3D9EE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B2CEE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A4C5E4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B9D2EB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E4EFF9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F1F7FD"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BAD3EB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B2CEE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A2C3E3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B7D1EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A5C5E4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AFCCE7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BED6EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ADCBE7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D0E2F2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B7D1EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#9ABEE0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B9D2EB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A7C7E5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C0D7ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B4CFE9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B9D2EB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A9C8E5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#98BDE0"
-                  },
-                  null,
-                  null,
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#A5C5E4"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#BBD4EB"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#317ABF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AAC9E6"
-                  },
-                  null,
-                  null
-                ]
-              },
-              {
-                "id": "Mixed",
-                "name": "Mixed",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£29,200",
-                  "£32,800",
-                  "£33,200",
-                  "£33,900",
-                  "£25,600",
-                  "£27,000",
-                  "£31,400",
-                  "£32,100",
-                  "£33,200",
-                  "£34,700",
-                  "£31,000",
-                  "c",
-                  "£33,900",
-                  "£35,400",
-                  "£32,500",
-                  "£32,100",
-                  "c",
-                  "£32,800",
-                  "£29,600",
-                  "£39,800",
-                  "£38,200",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "x"
-                ],
-                "footer": "1,610",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#B9D2EB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A9C8E5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A7C7E5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A4C5E4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C9DDF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C3D9EE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AFCCE7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ACCAE6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A7C7E5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A0C2E3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B1CDE8"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#A4C5E4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#9DC0E2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AAC9E6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ACCAE6"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#A9C8E5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B7D1EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#89B3DB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#90B8DD"
-                  },
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              },
-              {
-                "id": "Other",
-                "name": "Other",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£22,300",
-                  "£27,000",
-                  "c",
-                  "£30,700",
-                  "£20,100",
-                  "c",
-                  "£28,800",
-                  "c",
-                  "c",
-                  "£35,400",
-                  "£34,700",
-                  "c",
-                  "c",
-                  "c",
-                  "£34,700",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "c",
-                  "c",
-                  "x",
-                  "x"
-                ],
-                "footer": "450",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#D8E7F5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C3D9EE"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#B2CEE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E2EDF8"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#BBD4EB"
-                  },
-                  null,
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#9DC0E2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A0C2E3"
-                  },
-                  null,
-                  null,
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#A0C2E3"
-                  },
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              },
-              {
-                "id": "Not known",
-                "name": "Not known",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£26,300",
-                  "£27,500",
-                  "£33,600",
-                  "£26,600",
-                  "£17,500",
-                  "£30,400",
-                  "£26,600",
-                  "£29,600",
-                  "£33,400",
-                  "£29,600",
-                  "£32,500",
-                  "£34,700",
-                  "£31,200",
-                  "£33,200",
-                  "£27,000",
-                  "£28,500",
-                  "£41,600",
-                  "£27,700",
-                  "£28,500",
-                  "£34,700",
-                  "£38,300",
-                  "£29,200",
-                  "c",
-                  "c",
-                  "c",
-                  "£15,700",
-                  "£28,500",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c"
-                ],
-                "footer": "1,655",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#C6DBEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C1D8ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A5C5E4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C5DAEE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EEF5FC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B4CFE9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C5DAEE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B7D1EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A6C6E4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B7D1EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AAC9E6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A0C2E3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B0CDE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A7C7E5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C3D9EE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BCD5EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#81AED8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C0D7ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BCD5EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A0C2E3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#90B7DD"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B9D2EB"
-                  },
-                  null,
-                  null,
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BCD5EC"
-                  },
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              }
-            ],
-            "defaultPageSize": 37,
-            "showSortable": true,
-            "height": "800px",
-            "dataKey": "random_key",
-            "static": false
-          },
-          "children": [
-
-          ]
-        },
-        "class": "reactR_markup"
-      },
-      "evals": [
-
-      ],
-      "jsHooks": [
-
-      ],
-      "deps": [
-
-      ]
-    }
-  }
-}
diff --git a/tests/shinytest/testUI-expected/industryBySubject_4.json b/tests/shinytest/testUI-expected/industryBySubject_4.json
deleted file mode 100644
index 03520ab..0000000
--- a/tests/shinytest/testUI-expected/industryBySubject_4.json
+++ /dev/null
@@ -1,1216 +0,0 @@
-{
-  "input": {
-    "countinput3": "ethnicity",
-    "earningsbutton2": "Median earnings",
-    "navbar": "industryBySubject",
-    "qualinput4": "First degree",
-    "sectionnameinput2": "Education",
-    "YAGinput3": "10"
-  },
-  "output": {
-    "backwards_crosstab_title": "<h4>Graduates working in the Education industry ten years after\n                            graduation by the subject they studied and ethnicity, male and female first degree graduates from\n                            English HE providers, 2020/21 tax year.<\/h4>",
-    "crosstab_backwards": {
-      "x": {
-        "tag": {
-          "name": "Reactable",
-          "attribs": {
-            "data": {
-              "subject_name": [
-                "Education and teaching",
-                "English studies",
-                "Health and social care",
-                "Business and management",
-                "Creative arts and design",
-                "Performing arts",
-                "Psychology",
-                "History and archaeology",
-                "Sport and exercise sciences",
-                "Sociology, social policy and anthropology",
-                "Biosciences",
-                "Geography, earth and environmental studies",
-                "Combined and general studies",
-                "Languages and area studies",
-                "Law",
-                "Media, journalism and communications",
-                "Mathematical sciences",
-                "Allied health",
-                "Computing",
-                "Philosophy and religious studies",
-                "Engineering",
-                "Politics",
-                "Architecture, building and planning",
-                "Chemistry",
-                "Physics and astronomy",
-                "Nursing and midwifery",
-                "General, applied and forensic sciences",
-                "Economics",
-                "Agriculture, food and related studies",
-                "Medical sciences",
-                "Materials and technology",
-                "Medicine and dentistry",
-                "Pharmacology, toxicology and pharmacy",
-                "Veterinary sciences",
-                "Celtic studies"
-              ],
-              "White": [
-                29600,
-                29900,
-                31800,
-                29600,
-                24100,
-                27700,
-                29200,
-                31800,
-                33600,
-                27700,
-                33200,
-                32500,
-                28500,
-                32100,
-                30700,
-                27400,
-                35800,
-                28100,
-                32100,
-                32100,
-                35800,
-                33200,
-                32100,
-                35000,
-                36100,
-                27700,
-                31000,
-                36900,
-                25600,
-                34300,
-                31400,
-                51600,
-                36100,
-                30100,
-                -10000
-              ],
-              "Black": [
-                27400,
-                26300,
-                35400,
-                29200,
-                26300,
-                25900,
-                32100,
-                33200,
-                32100,
-                29200,
-                35400,
-                -10000,
-                32500,
-                -10000,
-                29900,
-                29900,
-                41600,
-                30700,
-                31000,
-                -10000,
-                34700,
-                31000,
-                29700,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                "NA"
-              ],
-              "Asian": [
-                27000,
-                30700,
-                33900,
-                29200,
-                19700,
-                16800,
-                29100,
-                30700,
-                34300,
-                29600,
-                33600,
-                31400,
-                28100,
-                31800,
-                24100,
-                29600,
-                36100,
-                29200,
-                33200,
-                27700,
-                30300,
-                29200,
-                32800,
-                36500,
-                -10000,
-                -10000,
-                -10000,
-                33600,
-                -10000,
-                28800,
-                -10000,
-                59200,
-                32500,
-                "NA",
-                "NA"
-              ],
-              "Mixed": [
-                29200,
-                32800,
-                33200,
-                33900,
-                25600,
-                27000,
-                31400,
-                32100,
-                33200,
-                34700,
-                31000,
-                -10000,
-                33900,
-                35400,
-                32500,
-                32100,
-                -10000,
-                32800,
-                29600,
-                39800,
-                38200,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                "NA"
-              ],
-              "Other": [
-                22300,
-                27000,
-                -10000,
-                30700,
-                20100,
-                -10000,
-                28800,
-                -10000,
-                -10000,
-                35400,
-                34700,
-                -10000,
-                -10000,
-                -10000,
-                34700,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                -10000,
-                -10000,
-                "NA",
-                "NA"
-              ],
-              "Not known": [
-                26300,
-                27500,
-                33600,
-                26600,
-                17500,
-                30400,
-                26600,
-                29600,
-                33400,
-                29600,
-                32500,
-                34700,
-                31200,
-                33200,
-                27000,
-                28500,
-                41600,
-                27700,
-                28500,
-                34700,
-                38300,
-                29200,
-                -10000,
-                -10000,
-                -10000,
-                15700,
-                28500,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000
-              ]
-            },
-            "columns": [
-              {
-                "id": "subject_name",
-                "name": "Subject area",
-                "type": "character",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "footer": "TOTAL (N)",
-                "width": 600
-              },
-              {
-                "id": "White",
-                "name": "White",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£29,600",
-                  "£29,900",
-                  "£31,800",
-                  "£29,600",
-                  "£24,100",
-                  "£27,700",
-                  "£29,200",
-                  "£31,800",
-                  "£33,600",
-                  "£27,700",
-                  "£33,200",
-                  "£32,500",
-                  "£28,500",
-                  "£32,100",
-                  "£30,700",
-                  "£27,400",
-                  "£35,800",
-                  "£28,100",
-                  "£32,100",
-                  "£32,100",
-                  "£35,800",
-                  "£33,200",
-                  "£32,100",
-                  "£35,000",
-                  "£36,100",
-                  "£27,700",
-                  "£31,000",
-                  "£36,900",
-                  "£25,600",
-                  "£34,300",
-                  "£31,400",
-                  "£51,600",
-                  "£36,100",
-                  "£30,100",
-                  "c"
-                ],
-                "footer": "57,735",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#B7D1EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B6D0EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ADCBE7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B7D1EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D0E2F2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C0D7ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B9D2EB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ADCBE7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A5C5E4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C0D7ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A7C7E5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AAC9E6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BCD5EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ACCAE6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B2CEE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C1D8ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#9BBFE1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BED6EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ACCAE6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ACCAE6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#9BBFE1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A7C7E5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ACCAE6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#9FC1E2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#9ABEE0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C0D7ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B1CDE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#96BCDF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C9DDF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A2C3E3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AFCCE7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#5390CA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#9ABEE0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B5D0E9"
-                  },
-                  null
-                ]
-              },
-              {
-                "id": "Black",
-                "name": "Black",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£27,400",
-                  "£26,300",
-                  "£35,400",
-                  "£29,200",
-                  "£26,300",
-                  "£25,900",
-                  "£32,100",
-                  "£33,200",
-                  "£32,100",
-                  "£29,200",
-                  "£35,400",
-                  "c",
-                  "£32,500",
-                  "c",
-                  "£29,900",
-                  "£29,900",
-                  "£41,600",
-                  "£30,700",
-                  "£31,000",
-                  "c",
-                  "£34,700",
-                  "£31,000",
-                  "£29,700",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "x"
-                ],
-                "footer": "2,545",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#C1D8ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C6DBEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#9DC0E2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B9D2EB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C6DBEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C8DCEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ACCAE6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A7C7E5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ACCAE6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B9D2EB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#9DC0E2"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#AAC9E6"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#B6D0EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B6D0EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#81AED8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B2CEE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B1CDE8"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#A0C2E3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B1CDE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B7D1EA"
-                  },
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              },
-              {
-                "id": "Asian",
-                "name": "Asian",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£27,000",
-                  "£30,700",
-                  "£33,900",
-                  "£29,200",
-                  "£19,700",
-                  "£16,800",
-                  "£29,100",
-                  "£30,700",
-                  "£34,300",
-                  "£29,600",
-                  "£33,600",
-                  "£31,400",
-                  "£28,100",
-                  "£31,800",
-                  "£24,100",
-                  "£29,600",
-                  "£36,100",
-                  "£29,200",
-                  "£33,200",
-                  "£27,700",
-                  "£30,300",
-                  "£29,200",
-                  "£32,800",
-                  "£36,500",
-                  "c",
-                  "c",
-                  "c",
-                  "£33,600",
-                  "c",
-                  "£28,800",
-                  "c",
-                  "£59,200",
-                  "£32,500",
-                  "x",
-                  "x"
-                ],
-                "footer": "4,410",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#C3D9EE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B2CEE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A4C5E4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B9D2EB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E4EFF9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F1F7FD"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BAD3EB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B2CEE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A2C3E3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B7D1EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A5C5E4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AFCCE7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BED6EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ADCBE7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D0E2F2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B7D1EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#9ABEE0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B9D2EB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A7C7E5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C0D7ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B4CFE9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B9D2EB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A9C8E5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#98BDE0"
-                  },
-                  null,
-                  null,
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#A5C5E4"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#BBD4EB"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#317ABF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AAC9E6"
-                  },
-                  null,
-                  null
-                ]
-              },
-              {
-                "id": "Mixed",
-                "name": "Mixed",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£29,200",
-                  "£32,800",
-                  "£33,200",
-                  "£33,900",
-                  "£25,600",
-                  "£27,000",
-                  "£31,400",
-                  "£32,100",
-                  "£33,200",
-                  "£34,700",
-                  "£31,000",
-                  "c",
-                  "£33,900",
-                  "£35,400",
-                  "£32,500",
-                  "£32,100",
-                  "c",
-                  "£32,800",
-                  "£29,600",
-                  "£39,800",
-                  "£38,200",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "x"
-                ],
-                "footer": "1,610",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#B9D2EB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A9C8E5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A7C7E5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A4C5E4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C9DDF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C3D9EE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AFCCE7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ACCAE6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A7C7E5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A0C2E3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B1CDE8"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#A4C5E4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#9DC0E2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AAC9E6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ACCAE6"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#A9C8E5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B7D1EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#89B3DB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#90B8DD"
-                  },
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              },
-              {
-                "id": "Other",
-                "name": "Other",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£22,300",
-                  "£27,000",
-                  "c",
-                  "£30,700",
-                  "£20,100",
-                  "c",
-                  "£28,800",
-                  "c",
-                  "c",
-                  "£35,400",
-                  "£34,700",
-                  "c",
-                  "c",
-                  "c",
-                  "£34,700",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "c",
-                  "c",
-                  "x",
-                  "x"
-                ],
-                "footer": "450",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#D8E7F5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C3D9EE"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#B2CEE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E2EDF8"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#BBD4EB"
-                  },
-                  null,
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#9DC0E2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A0C2E3"
-                  },
-                  null,
-                  null,
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#A0C2E3"
-                  },
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              },
-              {
-                "id": "Not known",
-                "name": "Not known",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£26,300",
-                  "£27,500",
-                  "£33,600",
-                  "£26,600",
-                  "£17,500",
-                  "£30,400",
-                  "£26,600",
-                  "£29,600",
-                  "£33,400",
-                  "£29,600",
-                  "£32,500",
-                  "£34,700",
-                  "£31,200",
-                  "£33,200",
-                  "£27,000",
-                  "£28,500",
-                  "£41,600",
-                  "£27,700",
-                  "£28,500",
-                  "£34,700",
-                  "£38,300",
-                  "£29,200",
-                  "c",
-                  "c",
-                  "c",
-                  "£15,700",
-                  "£28,500",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c"
-                ],
-                "footer": "1,655",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#C6DBEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C1D8ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A5C5E4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C5DAEE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EEF5FC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B4CFE9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C5DAEE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B7D1EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A6C6E4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B7D1EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AAC9E6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A0C2E3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B0CDE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A7C7E5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C3D9EE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BCD5EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#81AED8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C0D7ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BCD5EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A0C2E3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#90B7DD"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B9D2EB"
-                  },
-                  null,
-                  null,
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BCD5EC"
-                  },
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              }
-            ],
-            "defaultPageSize": 37,
-            "showSortable": true,
-            "height": "800px",
-            "dataKey": "random_key",
-            "static": false
-          },
-          "children": [
-
-          ]
-        },
-        "class": "reactR_markup"
-      },
-      "evals": [
-
-      ],
-      "jsHooks": [
-
-      ],
-      "deps": [
-
-      ]
-    }
-  }
-}
diff --git a/tests/shinytest/testUI-expected/industryBySubject_5.json b/tests/shinytest/testUI-expected/industryBySubject_5.json
deleted file mode 100644
index 9332fa6..0000000
--- a/tests/shinytest/testUI-expected/industryBySubject_5.json
+++ /dev/null
@@ -1,1108 +0,0 @@
-{
-  "input": {
-    "countinput3": "ethnicity",
-    "earningsbutton2": "Median earnings",
-    "navbar": "industryBySubject",
-    "qualinput4": "First degree",
-    "sectionnameinput2": "Education",
-    "YAGinput3": "1"
-  },
-  "output": {
-    "backwards_crosstab_title": "<h4>Graduates working in the Education industry one year after\n                            graduation by the subject they studied and ethnicity, male and female first degree graduates from\n                            English HE providers, 2020/21 tax year.<\/h4>",
-    "crosstab_backwards": {
-      "x": {
-        "tag": {
-          "name": "Reactable",
-          "attribs": {
-            "data": {
-              "subject_name": [
-                "Education and teaching",
-                "Health and social care",
-                "Psychology",
-                "Business and management",
-                "Sport and exercise sciences",
-                "English studies",
-                "Performing arts",
-                "Sociology, social policy and anthropology",
-                "Creative arts and design",
-                "History and archaeology",
-                "Biosciences",
-                "Allied health",
-                "Combined and general studies",
-                "Computing",
-                "Geography, earth and environmental studies",
-                "Languages and area studies",
-                "Mathematical sciences",
-                "Media, journalism and communications",
-                "Law",
-                "Politics",
-                "Engineering",
-                "Philosophy and religious studies",
-                "Chemistry",
-                "Nursing and midwifery",
-                "Architecture, building and planning",
-                "Physics and astronomy",
-                "Economics",
-                "Agriculture, food and related studies",
-                "Medical sciences",
-                "General, applied and forensic sciences",
-                "Medicine and dentistry",
-                "Materials and technology",
-                "Pharmacology, toxicology and pharmacy",
-                "Veterinary sciences",
-                "Celtic studies"
-              ],
-              "White": [
-                23700,
-                27000,
-                17500,
-                20100,
-                16100,
-                18600,
-                15000,
-                18200,
-                15000,
-                19300,
-                19000,
-                20800,
-                20100,
-                22600,
-                20400,
-                20400,
-                23400,
-                17200,
-                19300,
-                20400,
-                24100,
-                19000,
-                19000,
-                23400,
-                26600,
-                22300,
-                21200,
-                19000,
-                21900,
-                18600,
-                41200,
-                18200,
-                -10000,
-                23700,
-                -10000
-              ],
-              "Black": [
-                20800,
-                28700,
-                17500,
-                19300,
-                16800,
-                19700,
-                16200,
-                19300,
-                13100,
-                19000,
-                19200,
-                17900,
-                22600,
-                22800,
-                -10000,
-                -10000,
-                -10000,
-                17500,
-                19700,
-                -10000,
-                19300,
-                15000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                -10000,
-                -10000,
-                "NA",
-                "NA"
-              ],
-              "Asian": [
-                20800,
-                26300,
-                18600,
-                20100,
-                17900,
-                21200,
-                -10000,
-                16100,
-                16800,
-                20400,
-                20100,
-                18200,
-                16100,
-                21500,
-                25600,
-                -10000,
-                24100,
-                17500,
-                20100,
-                21200,
-                18600,
-                21700,
-                19300,
-                -10000,
-                23400,
-                -10000,
-                21900,
-                "NA",
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                "NA"
-              ],
-              "Mixed": [
-                23000,
-                28100,
-                16400,
-                21200,
-                16800,
-                17500,
-                13100,
-                19000,
-                16400,
-                20100,
-                18200,
-                20800,
-                -10000,
-                -10000,
-                -10000,
-                15700,
-                21900,
-                13500,
-                19000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                "NA"
-              ],
-              "Other": [
-                22300,
-                -10000,
-                15700,
-                19700,
-                -10000,
-                -10000,
-                "NA",
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                -10000,
-                -10000,
-                "NA",
-                "NA",
-                -10000,
-                "NA",
-                "NA"
-              ],
-              "Not known": [
-                17900,
-                27700,
-                -10000,
-                23400,
-                -10000,
-                15700,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                -10000,
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA"
-              ]
-            },
-            "columns": [
-              {
-                "id": "subject_name",
-                "name": "Subject area",
-                "type": "character",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "footer": "TOTAL (N)",
-                "width": 600
-              },
-              {
-                "id": "White",
-                "name": "White",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£23,700",
-                  "£27,000",
-                  "£17,500",
-                  "£20,100",
-                  "£16,100",
-                  "£18,600",
-                  "£15,000",
-                  "£18,200",
-                  "£15,000",
-                  "£19,300",
-                  "£19,000",
-                  "£20,800",
-                  "£20,100",
-                  "£22,600",
-                  "£20,400",
-                  "£20,400",
-                  "£23,400",
-                  "£17,200",
-                  "£19,300",
-                  "£20,400",
-                  "£24,100",
-                  "£19,000",
-                  "£19,000",
-                  "£23,400",
-                  "£26,600",
-                  "£22,300",
-                  "£21,200",
-                  "£19,000",
-                  "£21,900",
-                  "£18,600",
-                  "£41,200",
-                  "£18,200",
-                  "c",
-                  "£23,700",
-                  "c"
-                ],
-                "footer": "29,825",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#ACCAE6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#95BBDF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D7E6F4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C5DAEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E1EDF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D0E1F2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E9F2FA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D3E3F3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E9F2FA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CBDEF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CDDFF1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C0D7ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C5DAEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B4CFE9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C3D9EE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C3D9EE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AECBE7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DAE8F5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CBDEF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C3D9EE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A9C8E5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CDDFF1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CDDFF1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AECBE7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#97BDE0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B6D0EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BDD5EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CDDFF1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B8D2EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D0E1F2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#317ABF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D3E3F3"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#ACCAE6"
-                  },
-                  null
-                ]
-              },
-              {
-                "id": "Black",
-                "name": "Black",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£20,800",
-                  "£28,700",
-                  "£17,500",
-                  "£19,300",
-                  "£16,800",
-                  "£19,700",
-                  "£16,200",
-                  "£19,300",
-                  "£13,100",
-                  "£19,000",
-                  "£19,200",
-                  "£17,900",
-                  "£22,600",
-                  "£22,800",
-                  "c",
-                  "c",
-                  "c",
-                  "£17,500",
-                  "£19,700",
-                  "c",
-                  "£19,300",
-                  "£15,000",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "c",
-                  "c",
-                  "x",
-                  "x"
-                ],
-                "footer": "1,810",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#C0D7ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#89B3DB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D7E6F4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CBDEF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DCEAF6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C8DCEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E1ECF7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CBDEF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CDDFF1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CCDEF1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D5E4F4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B4CFE9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B2CEE8"
-                  },
-                  null,
-                  null,
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#D7E6F4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C8DCEF"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#CBDEF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E9F2FA"
-                  },
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              },
-              {
-                "id": "Asian",
-                "name": "Asian",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£20,800",
-                  "£26,300",
-                  "£18,600",
-                  "£20,100",
-                  "£17,900",
-                  "£21,200",
-                  "c",
-                  "£16,100",
-                  "£16,800",
-                  "£20,400",
-                  "£20,100",
-                  "£18,200",
-                  "£16,100",
-                  "£21,500",
-                  "£25,600",
-                  "c",
-                  "£24,100",
-                  "£17,500",
-                  "£20,100",
-                  "£21,200",
-                  "£18,600",
-                  "£21,700",
-                  "£19,300",
-                  "c",
-                  "£23,400",
-                  "c",
-                  "£21,900",
-                  "x",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "x"
-                ],
-                "footer": "2,830",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#C0D7ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#99BEE0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D0E1F2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C5DAEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D5E4F4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BDD5EC"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#E1EDF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DCEAF6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C3D9EE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C5DAEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D3E3F3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E1EDF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BBD4EB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#9EC1E2"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#A9C8E5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D7E6F4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C5DAEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BDD5EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D0E1F2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BAD3EB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CBDEF0"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#AECBE7"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#B8D2EA"
-                  },
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              },
-              {
-                "id": "Mixed",
-                "name": "Mixed",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£23,000",
-                  "£28,100",
-                  "£16,400",
-                  "£21,200",
-                  "£16,800",
-                  "£17,500",
-                  "£13,100",
-                  "£19,000",
-                  "£16,400",
-                  "£20,100",
-                  "£18,200",
-                  "£20,800",
-                  "c",
-                  "c",
-                  "c",
-                  "£15,700",
-                  "£21,900",
-                  "£13,500",
-                  "£19,000",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "x"
-                ],
-                "footer": "1,395",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#B1CDE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#8DB6DC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DFEBF7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BDD5EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DCEAF6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D7E6F4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CDDFF1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DFEBF7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C5DAEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D3E3F3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C0D7ED"
-                  },
-                  null,
-                  null,
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#E4EFF9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B8D2EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F4F9FE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CDDFF1"
-                  },
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              },
-              {
-                "id": "Other",
-                "name": "Other",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£22,300",
-                  "c",
-                  "£15,700",
-                  "£19,700",
-                  "c",
-                  "c",
-                  "x",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "c",
-                  "c",
-                  "x",
-                  "x",
-                  "c",
-                  "x",
-                  "x"
-                ],
-                "footer": "320",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#B6D0EA"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#E4EFF9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C8DCEF"
-                  },
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              },
-              {
-                "id": "Not known",
-                "name": "Not known",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£17,900",
-                  "£27,700",
-                  "c",
-                  "£23,400",
-                  "c",
-                  "£15,700",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "c",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x"
-                ],
-                "footer": "485",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#D5E4F4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#90B7DD"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#AECBE7"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#E4EFF9"
-                  },
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              }
-            ],
-            "defaultPageSize": 37,
-            "showSortable": true,
-            "height": "800px",
-            "dataKey": "random_key",
-            "static": false
-          },
-          "children": [
-
-          ]
-        },
-        "class": "reactR_markup"
-      },
-      "evals": [
-
-      ],
-      "jsHooks": [
-
-      ],
-      "deps": [
-
-      ]
-    }
-  }
-}
diff --git a/tests/shinytest/testUI-expected/industryBySubject_6.json b/tests/shinytest/testUI-expected/industryBySubject_6.json
deleted file mode 100644
index 4f90453..0000000
--- a/tests/shinytest/testUI-expected/industryBySubject_6.json
+++ /dev/null
@@ -1,570 +0,0 @@
-{
-  "input": {
-    "countinput3": "ethnicity",
-    "earningsbutton2": "Median earnings",
-    "navbar": "industryBySubject",
-    "qualinput4": "First degree",
-    "sectionnameinput2": "Mining and quarrying",
-    "YAGinput3": "1"
-  },
-  "output": {
-    "backwards_crosstab_title": "<h4>Graduates working in the Mining and quarrying industry one year after\n                            graduation by the subject they studied and ethnicity, male and female first degree graduates from\n                            English HE providers, 2020/21 tax year.<\/h4>",
-    "crosstab_backwards": {
-      "x": {
-        "tag": {
-          "name": "Reactable",
-          "attribs": {
-            "data": {
-              "subject_name": [
-                "Biosciences",
-                "Business and management",
-                "Combined and general studies",
-                "Computing",
-                "Engineering",
-                "Geography, earth and environmental studies",
-                "Materials and technology",
-                "Agriculture, food and related studies",
-                "Allied health",
-                "Architecture, building and planning",
-                "Chemistry",
-                "Economics",
-                "General, applied and forensic sciences",
-                "Law",
-                "Mathematical sciences",
-                "Media, journalism and communications",
-                "Performing arts",
-                "Physics and astronomy",
-                "Politics",
-                "Psychology",
-                "Sociology, social policy and anthropology",
-                "Sport and exercise sciences"
-              ],
-              "White": [
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                -10000
-              ],
-              "Black": [
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA"
-              ],
-              "Asian": [
-                -10000,
-                "NA",
-                "NA",
-                "NA",
-                -10000,
-                -10000,
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA"
-              ],
-              "Mixed": [
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                -10000,
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                -10000,
-                "NA"
-              ],
-              "Other": [
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA"
-              ],
-              "Not known": [
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA"
-              ]
-            },
-            "columns": [
-              {
-                "id": "subject_name",
-                "name": "Subject area",
-                "type": "character",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "footer": "TOTAL (N)",
-                "width": 600
-              },
-              {
-                "id": "White",
-                "name": "White",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "c"
-                ],
-                "footer": "70",
-                "na": "x",
-                "style": [
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              },
-              {
-                "id": "Black",
-                "name": "Black",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x"
-                ],
-                "footer": "0",
-                "na": "x",
-                "style": [
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              },
-              {
-                "id": "Asian",
-                "name": "Asian",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "c",
-                  "x",
-                  "x",
-                  "x",
-                  "c",
-                  "c",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x"
-                ],
-                "footer": "5",
-                "na": "x",
-                "style": [
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              },
-              {
-                "id": "Mixed",
-                "name": "Mixed",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "c",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "c",
-                  "x"
-                ],
-                "footer": "0",
-                "na": "x",
-                "style": [
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              },
-              {
-                "id": "Other",
-                "name": "Other",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x"
-                ],
-                "footer": "0",
-                "na": "x",
-                "style": [
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              },
-              {
-                "id": "Not known",
-                "name": "Not known",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x"
-                ],
-                "footer": "0",
-                "na": "x",
-                "style": [
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              }
-            ],
-            "defaultPageSize": 37,
-            "showSortable": true,
-            "height": "800px",
-            "dataKey": "random_key",
-            "static": false
-          },
-          "children": [
-
-          ]
-        },
-        "class": "reactR_markup"
-      },
-      "evals": [
-
-      ],
-      "jsHooks": [
-
-      ],
-      "deps": [
-
-      ]
-    }
-  }
-}
diff --git a/tests/shinytest/testUI-expected/industryBySubject_7.json b/tests/shinytest/testUI-expected/industryBySubject_7.json
deleted file mode 100644
index 1cb3d98..0000000
--- a/tests/shinytest/testUI-expected/industryBySubject_7.json
+++ /dev/null
@@ -1,689 +0,0 @@
-{
-  "input": {
-    "countinput3": "FSM",
-    "earningsbutton2": "Median earnings",
-    "navbar": "industryBySubject",
-    "qualinput4": "First degree",
-    "sectionnameinput2": "Education",
-    "YAGinput3": "1"
-  },
-  "output": {
-    "backwards_crosstab_title": "<h4>Graduates working in the Education industry one year after\n                            graduation by the subject they studied and FSM status, young (under 21 at start of course)\n                            male and female first degree graduates from English HE providers, 2020/21 tax year.<\/h4>",
-    "crosstab_backwards": {
-      "x": {
-        "tag": {
-          "name": "Reactable",
-          "attribs": {
-            "data": {
-              "subject_name": [
-                "Education and teaching",
-                "Health and social care",
-                "Psychology",
-                "Business and management",
-                "Sport and exercise sciences",
-                "English studies",
-                "Performing arts",
-                "Sociology, social policy and anthropology",
-                "Creative arts and design",
-                "History and archaeology",
-                "Biosciences",
-                "Allied health",
-                "Combined and general studies",
-                "Computing",
-                "Geography, earth and environmental studies",
-                "Languages and area studies",
-                "Mathematical sciences",
-                "Media, journalism and communications",
-                "Law",
-                "Politics",
-                "Engineering",
-                "Philosophy and religious studies",
-                "Chemistry",
-                "Nursing and midwifery",
-                "Architecture, building and planning",
-                "Physics and astronomy",
-                "Economics",
-                "Agriculture, food and related studies",
-                "Medical sciences",
-                "General, applied and forensic sciences",
-                "Medicine and dentistry",
-                "Materials and technology",
-                "Pharmacology, toxicology and pharmacy",
-                "Veterinary sciences",
-                "Celtic studies"
-              ],
-              "non-FSM": [
-                24100,
-                26300,
-                17200,
-                19700,
-                15700,
-                18600,
-                14600,
-                18200,
-                15000,
-                19300,
-                18600,
-                20100,
-                18400,
-                22300,
-                20800,
-                20400,
-                23000,
-                17200,
-                19700,
-                20800,
-                20400,
-                19600,
-                19300,
-                23700,
-                23400,
-                21200,
-                21500,
-                17900,
-                22300,
-                17900,
-                41200,
-                16400,
-                21500,
-                -10000,
-                "NA"
-              ],
-              "FSM": [
-                23000,
-                25400,
-                17200,
-                21200,
-                15700,
-                17900,
-                16400,
-                17200,
-                14600,
-                19700,
-                20100,
-                18200,
-                -10000,
-                20800,
-                17200,
-                21500,
-                24100,
-                17500,
-                19300,
-                19700,
-                -10000,
-                21200,
-                21200,
-                -10000,
-                -10000,
-                17200,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                -10000,
-                -10000,
-                -10000,
-                -10000
-              ],
-              "Not known": [
-                23700,
-                26600,
-                19700,
-                19000,
-                16000,
-                20100,
-                13500,
-                20100,
-                14600,
-                20100,
-                21200,
-                24100,
-                -10000,
-                23000,
-                21500,
-                20800,
-                24100,
-                17900,
-                20800,
-                21900,
-                25600,
-                15000,
-                -10000,
-                "NA",
-                -10000,
-                24800,
-                21900,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA"
-              ]
-            },
-            "columns": [
-              {
-                "id": "subject_name",
-                "name": "Subject area",
-                "type": "character",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "footer": "TOTAL (N)",
-                "na": "x",
-                "width": 600
-              },
-              {
-                "id": "non-FSM",
-                "name": "non-FSM",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£24,100",
-                  "£26,300",
-                  "£17,200",
-                  "£19,700",
-                  "£15,700",
-                  "£18,600",
-                  "£14,600",
-                  "£18,200",
-                  "£15,000",
-                  "£19,300",
-                  "£18,600",
-                  "£20,100",
-                  "£18,400",
-                  "£22,300",
-                  "£20,800",
-                  "£20,400",
-                  "£23,000",
-                  "£17,200",
-                  "£19,700",
-                  "£20,800",
-                  "£20,400",
-                  "£19,600",
-                  "£19,300",
-                  "£23,700",
-                  "£23,400",
-                  "£21,200",
-                  "£21,500",
-                  "£17,900",
-                  "£22,300",
-                  "£17,900",
-                  "£41,200",
-                  "£16,400",
-                  "£21,500",
-                  "c",
-                  "x"
-                ],
-                "footer": "10,080",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#ABC9E6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#9BBFE1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DCE9F6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CADEF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E7F0F9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D2E3F3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EFF5FC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D5E5F4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ECF4FB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CDDFF1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D2E3F3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C7DCEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D3E4F3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B8D2EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C2D9EE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C5DAEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B3CEE9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DCE9F6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CADEF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C2D9EE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C5DAEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CBDEF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CDDFF1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AECBE7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B0CCE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BFD7ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BDD5EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D7E6F4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B8D2EA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D7E6F4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#317ABF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E2EDF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BDD5EC"
-                  },
-                  null,
-                  null
-                ]
-              },
-              {
-                "id": "FSM",
-                "name": "FSM",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£23,000",
-                  "£25,400",
-                  "£17,200",
-                  "£21,200",
-                  "£15,700",
-                  "£17,900",
-                  "£16,400",
-                  "£17,200",
-                  "£14,600",
-                  "£19,700",
-                  "£20,100",
-                  "£18,200",
-                  "c",
-                  "£20,800",
-                  "£17,200",
-                  "£21,500",
-                  "£24,100",
-                  "£17,500",
-                  "£19,300",
-                  "£19,700",
-                  "c",
-                  "£21,200",
-                  "£21,200",
-                  "c",
-                  "c",
-                  "£17,200",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "c",
-                  "c",
-                  "c",
-                  "c"
-                ],
-                "footer": "1,335",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#B3CEE9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A1C3E3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DCE9F6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BFD7ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E7F0F9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D7E6F4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E2EDF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DCE9F6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EFF5FC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CADEF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C7DCEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D5E5F4"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#C2D9EE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DCE9F6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BDD5EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ABC9E6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DAE8F5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CDDFF1"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CADEF0"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#BFD7ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BFD7ED"
-                  },
-                  null,
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#DCE9F6"
-                  },
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              },
-              {
-                "id": "Not known",
-                "name": "Not known",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£23,700",
-                  "£26,600",
-                  "£19,700",
-                  "£19,000",
-                  "£16,000",
-                  "£20,100",
-                  "£13,500",
-                  "£20,100",
-                  "£14,600",
-                  "£20,100",
-                  "£21,200",
-                  "£24,100",
-                  "c",
-                  "£23,000",
-                  "£21,500",
-                  "£20,800",
-                  "£24,100",
-                  "£17,900",
-                  "£20,800",
-                  "£21,900",
-                  "£25,600",
-                  "£15,000",
-                  "c",
-                  "x",
-                  "c",
-                  "£24,800",
-                  "£21,900",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x"
-                ],
-                "footer": "895",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#AECBE7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#99BDE0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CADEF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CFE1F2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E5EFF9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C7DCEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C7DCEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EFF5FC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C7DCEF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BFD7ED"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ABC9E6"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#B3CEE9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BDD5EC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C2D9EE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ABC9E6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#D7E6F4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C2D9EE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BAD3EB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A0C2E3"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#ECF4FB"
-                  },
-                  null,
-                  null,
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#A6C6E4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#BAD3EB"
-                  },
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              }
-            ],
-            "defaultPageSize": 37,
-            "showSortable": true,
-            "height": "800px",
-            "dataKey": "random_key",
-            "static": false
-          },
-          "children": [
-
-          ]
-        },
-        "class": "reactR_markup"
-      },
-      "evals": [
-
-      ],
-      "jsHooks": [
-
-      ],
-      "deps": [
-
-      ]
-    }
-  }
-}
diff --git a/tests/shinytest/testUI-expected/industryBySubject_8.json b/tests/shinytest/testUI-expected/industryBySubject_8.json
deleted file mode 100644
index 6373b1d..0000000
--- a/tests/shinytest/testUI-expected/industryBySubject_8.json
+++ /dev/null
@@ -1,517 +0,0 @@
-{
-  "input": {
-    "countinput3": "FSM",
-    "earningsbutton2": "Median earnings",
-    "navbar": "industryBySubject",
-    "qualinput4": "First degree",
-    "sectionnameinput2": "Construction",
-    "YAGinput3": "1"
-  },
-  "output": {
-    "backwards_crosstab_title": "<h4>Graduates working in the Construction industry one year after\n                            graduation by the subject they studied and FSM status, young (under 21 at start of course)\n                            male and female first degree graduates from English HE providers, 2020/21 tax year.<\/h4>",
-    "crosstab_backwards": {
-      "x": {
-        "tag": {
-          "name": "Reactable",
-          "attribs": {
-            "data": {
-              "subject_name": [
-                "Architecture, building and planning",
-                "Engineering",
-                "Business and management",
-                "Creative arts and design",
-                "Geography, earth and environmental studies",
-                "Computing",
-                "Sport and exercise sciences",
-                "Psychology",
-                "Sociology, social policy and anthropology",
-                "English studies",
-                "Performing arts",
-                "Economics",
-                "History and archaeology",
-                "Media, journalism and communications",
-                "Biosciences",
-                "Education and teaching",
-                "Law",
-                "Mathematical sciences",
-                "Politics",
-                "Combined and general studies",
-                "Agriculture, food and related studies",
-                "Allied health",
-                "Chemistry",
-                "Languages and area studies",
-                "Materials and technology",
-                "Nursing and midwifery",
-                "Philosophy and religious studies",
-                "Physics and astronomy",
-                "General, applied and forensic sciences",
-                "Health and social care",
-                "Medical sciences",
-                "Pharmacology, toxicology and pharmacy",
-                "Medicine and dentistry",
-                "Veterinary sciences"
-              ],
-              "non-FSM": [
-                30700,
-                27700,
-                21900,
-                17900,
-                24500,
-                24800,
-                18200,
-                18200,
-                21200,
-                19300,
-                16400,
-                20100,
-                17900,
-                19300,
-                21500,
-                22600,
-                -10000,
-                25200,
-                24500,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                -10000,
-                -10000,
-                -10000,
-                -10000
-              ],
-              "FSM": [
-                27000,
-                27700,
-                20100,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                -10000,
-                "NA",
-                -10000,
-                "NA",
-                "NA",
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                "NA",
-                -10000,
-                -10000,
-                "NA",
-                "NA"
-              ],
-              "Not known": [
-                27700,
-                26300,
-                23700,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                "NA"
-              ]
-            },
-            "columns": [
-              {
-                "id": "subject_name",
-                "name": "Subject area",
-                "type": "character",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "footer": "TOTAL (N)",
-                "na": "x",
-                "width": 600
-              },
-              {
-                "id": "non-FSM",
-                "name": "non-FSM",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£30,700",
-                  "£27,700",
-                  "£21,900",
-                  "£17,900",
-                  "£24,500",
-                  "£24,800",
-                  "£18,200",
-                  "£18,200",
-                  "£21,200",
-                  "£19,300",
-                  "£16,400",
-                  "£20,100",
-                  "£17,900",
-                  "£19,300",
-                  "£21,500",
-                  "£22,600",
-                  "c",
-                  "£25,200",
-                  "£24,500",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "c",
-                  "c",
-                  "c",
-                  "c"
-                ],
-                "footer": "1,535",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#317ABF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#5A95CC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#AAC9E6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E2EDF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#86B1DA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#82AFD9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DEEAF6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#DEEAF6"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B4CFE9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CEE0F2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C3D9EE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E2EDF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CEE0F2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#B0CCE8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#A1C3E3"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#7DABD7"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#86B1DA"
-                  },
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              },
-              {
-                "id": "FSM",
-                "name": "FSM",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£27,000",
-                  "£27,700",
-                  "£20,100",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "c",
-                  "x",
-                  "c",
-                  "x",
-                  "x",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "x",
-                  "c",
-                  "c",
-                  "x",
-                  "x"
-                ],
-                "footer": "165",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#649BCF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#5A95CC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C3D9EE"
-                  },
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              },
-              {
-                "id": "Not known",
-                "name": "Not known",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "£27,700",
-                  "£26,300",
-                  "£23,700",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "x"
-                ],
-                "footer": "180",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#5A95CC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#6DA1D2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#91B9DE"
-                  },
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null
-                ]
-              }
-            ],
-            "defaultPageSize": 37,
-            "showSortable": true,
-            "height": "800px",
-            "dataKey": "random_key",
-            "static": false
-          },
-          "children": [
-
-          ]
-        },
-        "class": "reactR_markup"
-      },
-      "evals": [
-
-      ],
-      "jsHooks": [
-
-      ],
-      "deps": [
-
-      ]
-    }
-  }
-}
diff --git a/tests/shinytest/testUI-expected/industryBySubject_9.json b/tests/shinytest/testUI-expected/industryBySubject_9.json
deleted file mode 100644
index 1edce5a..0000000
--- a/tests/shinytest/testUI-expected/industryBySubject_9.json
+++ /dev/null
@@ -1,709 +0,0 @@
-{
-  "input": {
-    "countinput3": "FSM",
-    "earningsbutton2": "Proportions",
-    "navbar": "industryBySubject",
-    "qualinput4": "First degree",
-    "sectionnameinput2": "Construction",
-    "YAGinput3": "1"
-  },
-  "output": {
-    "backwards_crosstab_title": "<h4>Graduates working in the Construction industry one year after\n                            graduation by the subject they studied and FSM status, young (under 21 at start of course)\n                            male and female first degree graduates from English HE providers, 2020/21 tax year.<\/h4>",
-    "crosstab_backwards": {
-      "x": {
-        "tag": {
-          "name": "Reactable",
-          "attribs": {
-            "data": {
-              "subject_name": [
-                "Architecture, building and planning",
-                "Engineering",
-                "Business and management",
-                "Creative arts and design",
-                "Geography, earth and environmental studies",
-                "Computing",
-                "Sport and exercise sciences",
-                "Psychology",
-                "Sociology, social policy and anthropology",
-                "English studies",
-                "Performing arts",
-                "Economics",
-                "History and archaeology",
-                "Media, journalism and communications",
-                "Biosciences",
-                "Education and teaching",
-                "Law",
-                "Mathematical sciences",
-                "Politics",
-                "Combined and general studies",
-                "Agriculture, food and related studies",
-                "Allied health",
-                "Chemistry",
-                "Languages and area studies",
-                "Materials and technology",
-                "Nursing and midwifery",
-                "Philosophy and religious studies",
-                "Physics and astronomy",
-                "General, applied and forensic sciences",
-                "Health and social care",
-                "Medical sciences",
-                "Pharmacology, toxicology and pharmacy",
-                "Medicine and dentistry",
-                "Veterinary sciences"
-              ],
-              "non-FSM": [
-                0.27,
-                0.186,
-                0.153,
-                0.072,
-                0.055,
-                0.023,
-                0.029,
-                0.023,
-                0.023,
-                0.02,
-                0.02,
-                0.013,
-                0.02,
-                0.016,
-                0.01,
-                0.01,
-                0.007,
-                0.013,
-                0.01,
-                0,
-                0.003,
-                0.003,
-                0.007,
-                0.003,
-                0,
-                0.003,
-                0.003,
-                0.003,
-                0.003,
-                "NA",
-                0,
-                0,
-                0,
-                0
-              ],
-              "FSM": [
-                0.212,
-                0.182,
-                0.182,
-                0.061,
-                0.03,
-                0.03,
-                0.03,
-                0.061,
-                0.03,
-                0,
-                0.03,
-                0.03,
-                0,
-                0.03,
-                0,
-                0.03,
-                0.03,
-                0,
-                0.03,
-                "NA",
-                0,
-                "NA",
-                0,
-                "NA",
-                "NA",
-                0,
-                0,
-                0,
-                "NA",
-                "NA",
-                0,
-                0,
-                "NA",
-                "NA"
-              ],
-              "Not known": [
-                0.278,
-                0.167,
-                0.222,
-                0.056,
-                0.028,
-                0.028,
-                0.028,
-                0,
-                0,
-                0,
-                0.028,
-                0.028,
-                0,
-                0.028,
-                0,
-                "NA",
-                0.028,
-                0,
-                0.028,
-                "NA",
-                0,
-                0,
-                0,
-                0.028,
-                0,
-                "NA",
-                0,
-                0.028,
-                0,
-                0,
-                0,
-                0,
-                "NA",
-                "NA"
-              ]
-            },
-            "columns": [
-              {
-                "id": "subject_name",
-                "name": "Subject area",
-                "type": "character",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "footer": "TOTAL (N)",
-                "na": "x",
-                "width": 600
-              },
-              {
-                "id": "non-FSM",
-                "name": "non-FSM",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "27.0%",
-                  "18.6%",
-                  "15.3%",
-                  "7.2%",
-                  "5.5%",
-                  "2.3%",
-                  "2.9%",
-                  "2.3%",
-                  "2.3%",
-                  "2.0%",
-                  "2.0%",
-                  "1.3%",
-                  "2.0%",
-                  "1.6%",
-                  "1.0%",
-                  "1.0%",
-                  "0.7%",
-                  "1.3%",
-                  "1.0%",
-                  "0.0%",
-                  "0.3%",
-                  "0.3%",
-                  "0.7%",
-                  "0.3%",
-                  "0.0%",
-                  "0.3%",
-                  "0.3%",
-                  "0.3%",
-                  "0.3%",
-                  "x",
-                  "0.0%",
-                  "0.0%",
-                  "0.0%",
-                  "0.0%"
-                ],
-                "footer": "1,535",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#367DC0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#72A4D4"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#8AB4DB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#C3D9EE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CFE1F2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E6F0F9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E2EDF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E6F0F9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E6F0F9"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E8F1FA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E8F1FA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EDF4FC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E8F1FA"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EBF3FB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EFF6FC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EFF6FC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F2F7FD"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EDF4FC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#EFF6FC"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F4F9FE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F4F9FE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F2F7FD"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F4F9FE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F4F9FE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F4F9FE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F4F9FE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F4F9FE"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  }
-                ]
-              },
-              {
-                "id": "FSM",
-                "name": "FSM",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "21.2%",
-                  "18.2%",
-                  "18.2%",
-                  "6.1%",
-                  "3.0%",
-                  "3.0%",
-                  "3.0%",
-                  "6.1%",
-                  "3.0%",
-                  "0.0%",
-                  "3.0%",
-                  "3.0%",
-                  "0.0%",
-                  "3.0%",
-                  "0.0%",
-                  "3.0%",
-                  "3.0%",
-                  "0.0%",
-                  "3.0%",
-                  "x",
-                  "0.0%",
-                  "x",
-                  "0.0%",
-                  "x",
-                  "x",
-                  "0.0%",
-                  "0.0%",
-                  "0.0%",
-                  "x",
-                  "x",
-                  "0.0%",
-                  "0.0%",
-                  "x",
-                  "x"
-                ],
-                "footer": "165",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#6098CE"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#75A6D5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#75A6D5"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CBDEF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E1EDF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E1EDF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E1EDF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CBDEF0"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E1EDF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E1EDF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E1EDF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E1EDF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E1EDF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E1EDF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E1EDF8"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  null,
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  null,
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  null,
-                  null
-                ]
-              },
-              {
-                "id": "Not known",
-                "name": "Not known",
-                "type": "numeric",
-                "footerStyle": {
-                  "fontWeight": "bold"
-                },
-                "cell": [
-                  "27.8%",
-                  "16.7%",
-                  "22.2%",
-                  "5.6%",
-                  "2.8%",
-                  "2.8%",
-                  "2.8%",
-                  "0.0%",
-                  "0.0%",
-                  "0.0%",
-                  "2.8%",
-                  "2.8%",
-                  "0.0%",
-                  "2.8%",
-                  "0.0%",
-                  "x",
-                  "2.8%",
-                  "0.0%",
-                  "2.8%",
-                  "x",
-                  "0.0%",
-                  "0.0%",
-                  "0.0%",
-                  "2.8%",
-                  "0.0%",
-                  "x",
-                  "0.0%",
-                  "2.8%",
-                  "0.0%",
-                  "0.0%",
-                  "0.0%",
-                  "0.0%",
-                  "x",
-                  "x"
-                ],
-                "footer": "180",
-                "na": "x",
-                "style": [
-                  {
-                    "color": "#000000",
-                    "background": "#317ABF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#80ADD8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#5893CB"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#CFE1F2"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E3EEF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E3EEF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E3EEF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E3EEF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E3EEF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E3EEF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#E3EEF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E3EEF8"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E3EEF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  null,
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#E3EEF8"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  {
-                    "color": "#000000",
-                    "background": "#F7FBFF"
-                  },
-                  null,
-                  null
-                ]
-              }
-            ],
-            "defaultPageSize": 37,
-            "showSortable": true,
-            "height": "800px",
-            "dataKey": "random_key",
-            "static": false
-          },
-          "children": [
-
-          ]
-        },
-        "class": "reactR_markup"
-      },
-      "evals": [
-
-      ],
-      "jsHooks": [
-
-      ],
-      "deps": [
-
-      ]
-    }
-  }
-}
diff --git a/tests/shinytest/testUI.R b/tests/shinytest/testUI.R
deleted file mode 100644
index 36e30f4..0000000
--- a/tests/shinytest/testUI.R
+++ /dev/null
@@ -1,306 +0,0 @@
-clean_json <- function(file, parent_script = "testUI", basedir = "./", iteration = "current") {
-  # Reactable outputs some random keys as part of its table rendering, which snag
-  # in shinytest when run across different machines. There's probably a way to fix
-  # fix this in shinytest itself, but I gave up on trying and did a post-process
-  # fix instead.
-  filepath <- paste0(basedir, parent_script, "-", iteration, "/", file)
-  shinytest_json <- readr::read_lines(filepath)
-  for (i in 1:length(shinytest_json)) {
-    shinytest_json[i] <- gsub('ey\": \".*\"', 'ey\": "random_key"', shinytest_json[i])
-    shinytest_json[i] <- gsub("\r\n", "\n", shinytest_json[i])
-  }
-  readr::write_lines(shinytest_json, filepath)
-}
-
-run_set_shinytests <- function(dfinputs, outstring, listrecords) {
-  # This function loops through a set of inputs and takes a snapshot for each one.
-  # dfinputs: data frame containing field list and value list.
-  # outstring: the stem for the output filename.
-  # listrecords: list of input and output variables to record the values of.
-  for (i in 1:nrow(dfinputs)) {
-    file <- paste0(outstring, "_", i - 1, ".json")
-    eval(parse(text = paste0("app$setInputs(", dfinputs$field[i], '="', dfinputs$value[i], '", timeout_ = 1e+4, values_ = FALSE)')))
-    app$snapshot(
-      items = listrecords,
-      filename = file
-    )
-    clean_json(file)
-  }
-}
-
-# Run the shiny tests.
-# Should really set this up to loop over arrays of inputs in order to run
-# through the shiny tests.
-app <- ShinyDriver$new("../../", loadTimeout = 1.6e+05, seed = 2011)
-
-app$snapshotInit("testUI", screenshot = FALSE)
-
-# Industry flow tab ===========================================================
-
-industryFlow_input <- c("navbar", "qualinput", "sexinput", "indflow.subjectinput")
-industryFlow_output <- c(
-  "sankey", "sankey_title", "sankeyhelp", "sankeysubjectlist",
-  "sankeytext1", "sankeytext2"
-)
-
-app$setInputs(navbar = "industryFlow", timeout_ = 1e+4)
-app$snapshot(
-  items = list(
-    input = industryFlow_input,
-    output = industryFlow_output
-  ),
-  filename = "industryFlow_1.json"
-)
-app$setInputs(qualinput = "Level 7 (taught)", timeout_ = 4e+4)
-app$snapshot(
-  items = list(
-    input = industryFlow_input,
-    output = industryFlow_output
-  ),
-  filename = "industryFlow_2.json"
-)
-app$setInputs(qualinput = "Level 7 (research)", timeout_ = 4e+4)
-app$snapshot(
-  items = list(
-    input = industryFlow_input,
-    output = industryFlow_output
-  ),
-  filename = "industryFlow_3.json"
-)
-app$setInputs(qualinput = "Level 8", timeout_ = 4e+4)
-app$snapshot(
-  items = list(
-    input = industryFlow_input,
-    output = industryFlow_output
-  ),
-  filename = "industryFlow_4.json"
-)
-app$setInputs(sexinput = "F", timeout_ = 4e+4)
-app$snapshot(
-  items = list(
-    input = industryFlow_input,
-    output = industryFlow_output
-  ),
-  filename = "industryFlow_5.json"
-)
-app$setInputs(sexinput = "M", timeout_ = 4e+4)
-app$snapshot(
-  items = list(
-    input = industryFlow_input,
-    output = industryFlow_output
-  ),
-  filename = "industryFlow_6.json"
-)
-
-# Industry by subject tab =====================================================
-
-RecsIndustryBySubject <- list(
-  input = c(
-    "navbar", "countinput3", "YAGinput3", "qualinput4",
-    "sectionnameinput2", "earningsbutton2"
-  ),
-  output = c("backwards_crosstab_title", "crosstab_backwards")
-)
-
-dfTestInputs <- data.frame(
-  field = c(
-    "navbar", "earningsbutton2", "countinput3", "YAGinput3",
-    "sectionnameinput2", "YAGinput3",
-    "sectionnameinput2", "countinput3", "sectionnameinput2",
-    "earningsbutton2"
-  ),
-  value = c(
-    "industryBySubject", "Median earnings", "ethnicity", "10",
-    "PUBLIC ADMINISTRATION AND DEFENCE - COMPULSORY SOCIAL SECURITY", "1",
-    "Mining and quarrying", "FSM", "Construction",
-    "Proportions"
-  )
-)
-run_set_shinytests(dfTestInputs, "industryBySubject", RecsIndustryBySubject)
-
-
-# Subject by industry tab =====================================================
-
-subjectByIndustry_input <- c(
-  "navbar", "countinput2", "YAGinput2", "crosstabs.subjectinput", "earningsbutton", "qualinput3"
-)
-
-# Note that I've excluded the crosstab_backwards tabulated output here as it
-# has a datakey that changes across different runs.
-subjectByIndustry_output <- c("crosstab_title", "crosstab", "crosstab_text")
-
-app$setInputs(navbar = "subjectByIndustry", timeout_ = 2.e4)
-app$snapshot(
-  items = list(
-    input = subjectByIndustry_input,
-    output = subjectByIndustry_output
-  ),
-  filename = "subjectByIndustry_0.json"
-)
-clean_json("subjectByIndustry_0.json")
-
-app$setInputs(earningsbutton = "Median earnings", wait_ = FALSE, values_ = FALSE)
-app$snapshot(
-  items = list(
-    input = subjectByIndustry_input,
-    output = subjectByIndustry_output
-  ),
-  filename = "subjectByIndustry_1.json"
-)
-clean_json("subjectByIndustry_1.json")
-
-
-app$setInputs(qualinput3 = "Level 8", wait_ = FALSE, values_ = FALSE)
-app$snapshot(
-  items = list(
-    input = subjectByIndustry_input,
-    output = subjectByIndustry_output
-  ),
-  filename = "subjectByIndustry_2.json"
-)
-clean_json("subjectByIndustry_2.json")
-
-app$setInputs(crosstabs.subjectinput = "Allied health", wait_ = FALSE, values_ = FALSE)
-app$snapshot(
-  items = list(
-    input = subjectByIndustry_input,
-    output = subjectByIndustry_output
-  ),
-  filename = "subjectByIndustry_3.json"
-)
-clean_json("subjectByIndustry_3.json")
-
-
-app$setInputs(countinput2 = "ethnicity", timeout_ = 1e+4)
-app$snapshot(
-  items = list(
-    input = subjectByIndustry_input,
-    output = subjectByIndustry_output
-  ),
-  filename = "subjectByIndustry_4.json"
-)
-clean_json("subjectByIndustry_4.json")
-
-app$setInputs(YAGinput2 = "5", wait_ = FALSE, values_ = FALSE)
-app$snapshot(
-  items = list(
-    input = subjectByIndustry_input,
-    output = subjectByIndustry_output
-  ),
-  filename = "subjectByIndustry_5.json"
-)
-clean_json("subjectByIndustry_5.json")
-
-app$setInputs(YAGinput2 = "1", wait_ = FALSE, values_ = FALSE)
-app$snapshot(
-  items = list(
-    input = subjectByIndustry_input,
-    output = subjectByIndustry_output
-  ),
-  filename = "subjectByIndustry_6.json"
-)
-clean_json("subjectByIndustry_6.json")
-
-app$setInputs(crosstabs.subjectinput = "English studies", wait_ = FALSE, values_ = FALSE)
-app$snapshot(
-  items = list(
-    input = subjectByIndustry_input,
-    output = subjectByIndustry_output
-  ),
-  filename = "subjectByIndustry_7.json"
-)
-clean_json("subjectByIndustry_7.json")
-
-app$setInputs(earningsbutton = "Proportions", wait_ = FALSE, values_ = FALSE)
-app$snapshot(
-  items = list(
-    input = subjectByIndustry_input,
-    output = subjectByIndustry_output
-  ),
-  filename = "subjectByIndustry_8.json"
-)
-clean_json("subjectByIndustry_8.json")
-
-app$setInputs(crosstabs.subjectinput = "Physics and astronomy", wait_ = FALSE, values_ = FALSE)
-app$snapshot(
-  items = list(
-    input = subjectByIndustry_input,
-    output = subjectByIndustry_output
-  ),
-  filename = "subjectByIndustry_9.json"
-)
-clean_json("subjectByIndustry_9.json")
-
-
-# Regional tab ================================================================
-
-# Run tests for regional tab - note: excluding the map output as it makes the
-# json files massive.
-regional_input <- c(
-  "navbar", "regions.subjectinput", "YAGinput", "qualinput2",
-  "sectionnameinput"
-)
-regional_output <- c("map_title", "mapsubjectlist", "maptext", "maptext2")
-
-app$setInputs(navbar = "regional", timeout_ = 1e+4)
-app$snapshot(
-  items = list(
-    input = regional_input,
-    output = regional_output
-  ),
-  filename = "regional_0.json"
-)
-app$setInputs(regioninput = c("London", "North East", "West Midlands"), timeout_ = 2e+4)
-app$snapshot(
-  items = list(
-    input = regional_input,
-    output = regional_output
-  ),
-  filename = "regional_1.json"
-)
-app$setInputs(qualinput2 = "Level 7 (research)")
-app$snapshot(
-  items = list(
-    input = regional_input,
-    output = regional_output
-  ),
-  filename = "regional_2.json"
-)
-app$setInputs(sectionnameinput = "TRANSPORTATION AND STORAGE")
-app$snapshot(
-  items = list(
-    input = regional_input,
-    output = regional_output
-  ),
-  filename = "regional_3.json"
-)
-app$setInputs(regions.subjectinput = "Medicine and dentistry")
-app$snapshot(
-  items = list(
-    input = regional_input,
-    output = regional_output
-  ),
-  filename = "regional_4.json"
-)
-app$setInputs(sectionnameinput = "EDUCATION", countinput = "living_in_region")
-app$snapshot(
-  items = list(
-    input = regional_input,
-    output = regional_output
-  ),
-  filename = "regional_5.json"
-)
-
-# Note: for the following test, when YAG input is changed, subjectinput2
-# automatically reverts to the default. Don't know if this is the required
-# behaviour, but as it stands (on my laptop at least), the map title reverts to
-# "all subjects", rather than keeping "Medicine and dentistry" from the prior
-# tests above. This is both in shinytest and running the App in the browser.
-app$setInputs(YAGinput = "3", timeout_ = 3e+4)
-app$snapshot(
-  items = list(
-    input = regional_input,
-    output = regional_output
-  ),
-  filename = "regional_6.json"
-)
diff --git a/tests/testthat.R b/tests/testthat.R
new file mode 100644
index 0000000..7d25b5b
--- /dev/null
+++ b/tests/testthat.R
@@ -0,0 +1 @@
+shinytest2::test_app()
diff --git a/tests/shinytest/testUI-expected/industryFlow_1.json b/tests/testthat/_snaps/testUI/001.json
similarity index 100%
rename from tests/shinytest/testUI-expected/industryFlow_1.json
rename to tests/testthat/_snaps/testUI/001.json
diff --git a/tests/testthat/_snaps/testUI/001_.new.png b/tests/testthat/_snaps/testUI/001_.new.png
new file mode 100644
index 0000000..dd29b0c
Binary files /dev/null and b/tests/testthat/_snaps/testUI/001_.new.png differ
diff --git a/tests/testthat/_snaps/testUI/001_.png b/tests/testthat/_snaps/testUI/001_.png
new file mode 100644
index 0000000..8d59d6c
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diff --git a/tests/shinytest/testUI-expected/industryFlow_2.json b/tests/testthat/_snaps/testUI/002.json
similarity index 100%
rename from tests/shinytest/testUI-expected/industryFlow_2.json
rename to tests/testthat/_snaps/testUI/002.json
diff --git a/tests/testthat/_snaps/testUI/002_.new.png b/tests/testthat/_snaps/testUI/002_.new.png
new file mode 100644
index 0000000..5fa84df
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diff --git a/tests/testthat/_snaps/testUI/002_.png b/tests/testthat/_snaps/testUI/002_.png
new file mode 100644
index 0000000..8ddce55
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diff --git a/tests/shinytest/testUI-expected/industryFlow_3.json b/tests/testthat/_snaps/testUI/003.json
similarity index 100%
rename from tests/shinytest/testUI-expected/industryFlow_3.json
rename to tests/testthat/_snaps/testUI/003.json
diff --git a/tests/testthat/_snaps/testUI/003_.new.png b/tests/testthat/_snaps/testUI/003_.new.png
new file mode 100644
index 0000000..c863595
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diff --git a/tests/testthat/_snaps/testUI/003_.png b/tests/testthat/_snaps/testUI/003_.png
new file mode 100644
index 0000000..535b913
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diff --git a/tests/shinytest/testUI-expected/industryFlow_4.json b/tests/testthat/_snaps/testUI/004.json
similarity index 100%
rename from tests/shinytest/testUI-expected/industryFlow_4.json
rename to tests/testthat/_snaps/testUI/004.json
diff --git a/tests/testthat/_snaps/testUI/004_.new.png b/tests/testthat/_snaps/testUI/004_.new.png
new file mode 100644
index 0000000..c863595
Binary files /dev/null and b/tests/testthat/_snaps/testUI/004_.new.png differ
diff --git a/tests/testthat/_snaps/testUI/004_.png b/tests/testthat/_snaps/testUI/004_.png
new file mode 100644
index 0000000..535b913
Binary files /dev/null and b/tests/testthat/_snaps/testUI/004_.png differ
diff --git a/tests/shinytest/testUI-expected/industryFlow_5.json b/tests/testthat/_snaps/testUI/005.json
similarity index 100%
rename from tests/shinytest/testUI-expected/industryFlow_5.json
rename to tests/testthat/_snaps/testUI/005.json
diff --git a/tests/testthat/_snaps/testUI/005_.new.png b/tests/testthat/_snaps/testUI/005_.new.png
new file mode 100644
index 0000000..bd0cf49
Binary files /dev/null and b/tests/testthat/_snaps/testUI/005_.new.png differ
diff --git a/tests/testthat/_snaps/testUI/005_.png b/tests/testthat/_snaps/testUI/005_.png
new file mode 100644
index 0000000..048d107
Binary files /dev/null and b/tests/testthat/_snaps/testUI/005_.png differ
diff --git a/tests/shinytest/testUI-expected/industryFlow_6.json b/tests/testthat/_snaps/testUI/006.json
similarity index 100%
rename from tests/shinytest/testUI-expected/industryFlow_6.json
rename to tests/testthat/_snaps/testUI/006.json
diff --git a/tests/testthat/_snaps/testUI/006_.new.png b/tests/testthat/_snaps/testUI/006_.new.png
new file mode 100644
index 0000000..0f6ab8f
Binary files /dev/null and b/tests/testthat/_snaps/testUI/006_.new.png differ
diff --git a/tests/testthat/_snaps/testUI/006_.png b/tests/testthat/_snaps/testUI/006_.png
new file mode 100644
index 0000000..8b6df39
Binary files /dev/null and b/tests/testthat/_snaps/testUI/006_.png differ
diff --git a/tests/shinytest/testUI-expected/subjectByIndustry_0.json b/tests/testthat/_snaps/testUI/007.json
similarity index 99%
rename from tests/shinytest/testUI-expected/subjectByIndustry_0.json
rename to tests/testthat/_snaps/testUI/007.json
index 7b54969..b402ec1 100644
--- a/tests/shinytest/testUI-expected/subjectByIndustry_0.json
+++ b/tests/testthat/_snaps/testUI/007.json
@@ -1,11 +1,11 @@
 {
   "input": {
+    "YAGinput2": "5",
     "countinput2": "sex",
     "crosstabs.subjectinput": "All",
     "earningsbutton": "Proportions",
     "navbar": "subjectByIndustry",
-    "qualinput3": "First degree",
-    "YAGinput2": "5"
+    "qualinput3": "First degree"
   },
   "output": {
     "crosstab": {
@@ -290,7 +290,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "e4bbabd0fae661f5db80cf61f4e4af64",
                           "static": false,
                           "nested": true
                         },
@@ -416,7 +416,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "44ad5b82cbe44c4d7995f1443fd3b77b",
                           "static": false,
                           "nested": true
                         },
@@ -614,7 +614,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "f103b58ed71e8d7acbad4bed0621f99b",
                           "static": false,
                           "nested": true
                         },
@@ -860,7 +860,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "d2045277f08e5d2a111fa845e34f5159",
                           "static": false,
                           "nested": true
                         },
@@ -1042,7 +1042,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "790e1ab7c1e480b892833e4f36cf49fe",
                           "static": false,
                           "nested": true
                         },
@@ -1272,7 +1272,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "9b535b0f37e8b5d6db6cf956e1036e90",
                           "static": false,
                           "nested": true
                         },
@@ -1374,7 +1374,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "88caabc8deb587718171c0e7bed090aa",
                           "static": false,
                           "nested": true
                         },
@@ -1532,7 +1532,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "8f973cb2857542df40b02e9d381409bb",
                           "static": false,
                           "nested": true
                         },
@@ -2338,7 +2338,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "bc63dcdf695a64ab5eb29f0f046dd271",
                           "static": false,
                           "nested": true
                         },
@@ -2472,7 +2472,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "816d434ed4b07ae782c171073ac1915d",
                           "static": false,
                           "nested": true
                         },
@@ -2590,7 +2590,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "44c6aa95fbef585df94702653639f06f",
                           "static": false,
                           "nested": true
                         },
@@ -2788,7 +2788,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "ccca4ac2917234a1147d0974cabb34a6",
                           "static": false,
                           "nested": true
                         },
@@ -2938,7 +2938,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "d39a5cdb2e586570b790ef3bb92f43a7",
                           "static": false,
                           "nested": true
                         },
@@ -3064,7 +3064,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "35c78203333d9cc9c61a13431c33b8cb",
                           "static": false,
                           "nested": true
                         },
@@ -3166,7 +3166,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "70d50a6b0218a788c75ef09eca1acb37",
                           "static": false,
                           "nested": true
                         },
@@ -3268,7 +3268,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "bc9c5ea8e46ed4a3d30230d8aff5dd5f",
                           "static": false,
                           "nested": true
                         },
@@ -3394,7 +3394,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "9f1827b9ba1c9a57f7b4cd1936115e96",
                           "static": false,
                           "nested": true
                         },
@@ -3552,7 +3552,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "18585e66fc5d07ca818cbe94c1f44c0a",
                           "static": false,
                           "nested": true
                         },
@@ -3638,7 +3638,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "79a5796b873ad04be4079bdb6c1594da",
                           "static": false,
                           "nested": true
                         },
@@ -3772,7 +3772,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "cd4571cc7c9def4cbd2fe83771577de8",
                           "static": false,
                           "nested": true
                         },
@@ -3858,7 +3858,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "b7aad6d3f6aadc7cc8da7ef7102477a0",
                           "static": false,
                           "nested": true
                         },
@@ -3944,7 +3944,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "f03cc3661bfa16b8f9f3f84e218dff2c",
                           "static": false,
                           "nested": true
                         },
@@ -4086,7 +4086,7 @@
             "defaultPageSize": 22,
             "showSortable": true,
             "height": "600px",
-            "dataKey": "random_key",
+            "dataKey": "d7f43dbf74ef378ee3858b41bcaee8a7",
             "static": false
           },
           "children": [
diff --git a/tests/testthat/_snaps/testUI/007_.png b/tests/testthat/_snaps/testUI/007_.png
new file mode 100644
index 0000000..f299973
Binary files /dev/null and b/tests/testthat/_snaps/testUI/007_.png differ
diff --git a/tests/shinytest/testUI-expected/subjectByIndustry_1.json b/tests/testthat/_snaps/testUI/008.json
similarity index 99%
rename from tests/shinytest/testUI-expected/subjectByIndustry_1.json
rename to tests/testthat/_snaps/testUI/008.json
index 25000b5..2044a24 100644
--- a/tests/shinytest/testUI-expected/subjectByIndustry_1.json
+++ b/tests/testthat/_snaps/testUI/008.json
@@ -1,11 +1,11 @@
 {
   "input": {
+    "YAGinput2": "5",
     "countinput2": "sex",
     "crosstabs.subjectinput": "All",
     "earningsbutton": "Median earnings",
     "navbar": "subjectByIndustry",
-    "qualinput3": "First degree",
-    "YAGinput2": "5"
+    "qualinput3": "First degree"
   },
   "output": {
     "crosstab": {
@@ -290,7 +290,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "9d887e9b91932360565007376feb5118",
                           "static": false,
                           "nested": true
                         },
@@ -416,7 +416,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "cbae93b1db02249511d52e7ad38dc9a9",
                           "static": false,
                           "nested": true
                         },
@@ -614,7 +614,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "68309700858332b38b731f67bfc70dce",
                           "static": false,
                           "nested": true
                         },
@@ -860,7 +860,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "dd6a979c37282d1fd58a0ad66f6d7f71",
                           "static": false,
                           "nested": true
                         },
@@ -1042,7 +1042,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "95783620447c988ea0d07a40fbffa1e2",
                           "static": false,
                           "nested": true
                         },
@@ -1272,7 +1272,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "972f9dc56308ec146534ad07f8b96de8",
                           "static": false,
                           "nested": true
                         },
@@ -1374,7 +1374,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "bb22fde0cd5fd134e85e61c44c17ed57",
                           "static": false,
                           "nested": true
                         },
@@ -1532,7 +1532,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "9865578f51c425dbc7a6ddb8c526d4fd",
                           "static": false,
                           "nested": true
                         },
@@ -2338,7 +2338,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "a74f375d9d23624b045a28f9f7a395ba",
                           "static": false,
                           "nested": true
                         },
@@ -2472,7 +2472,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "03275a805924739bcaacc4b62496adf3",
                           "static": false,
                           "nested": true
                         },
@@ -2590,7 +2590,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "e652404a78a5945a0fdbf1c1c563a9fc",
                           "static": false,
                           "nested": true
                         },
@@ -2788,7 +2788,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "a4209ce690bc90490a7107f313fcb517",
                           "static": false,
                           "nested": true
                         },
@@ -2938,7 +2938,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "2f8da3385eb8cdd003fbcb9aada5ea62",
                           "static": false,
                           "nested": true
                         },
@@ -3064,7 +3064,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "1d90a5959cda2968cf421399c316aea3",
                           "static": false,
                           "nested": true
                         },
@@ -3166,7 +3166,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "391c1544fd3fcfae52810dac7b3bb7d8",
                           "static": false,
                           "nested": true
                         },
@@ -3268,7 +3268,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "54ef0b0ae899d8867c1536c3f42ac088",
                           "static": false,
                           "nested": true
                         },
@@ -3394,7 +3394,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "72f2332760e1be28ce99c5ff5f074a84",
                           "static": false,
                           "nested": true
                         },
@@ -3552,7 +3552,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "c7be5ec0b730937710f58444ab46fc84",
                           "static": false,
                           "nested": true
                         },
@@ -3638,7 +3638,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "1865974ddc1496515b3552b20e4d2700",
                           "static": false,
                           "nested": true
                         },
@@ -3772,7 +3772,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "78786621f6e0032cf880bf5469eb312c",
                           "static": false,
                           "nested": true
                         },
@@ -3858,7 +3858,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "ddcf17da118808691412f26875be5242",
                           "static": false,
                           "nested": true
                         },
@@ -3944,7 +3944,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "15660989b0def2d849165f8fd55b09c8",
                           "static": false,
                           "nested": true
                         },
@@ -4086,7 +4086,7 @@
             "defaultPageSize": 22,
             "showSortable": true,
             "height": "600px",
-            "dataKey": "random_key",
+            "dataKey": "6fffe9e5dbd522cdb33df1f1d0ebeba6",
             "static": false
           },
           "children": [
diff --git a/tests/testthat/_snaps/testUI/008_.png b/tests/testthat/_snaps/testUI/008_.png
new file mode 100644
index 0000000..363702e
Binary files /dev/null and b/tests/testthat/_snaps/testUI/008_.png differ
diff --git a/tests/shinytest/testUI-expected/subjectByIndustry_2.json b/tests/testthat/_snaps/testUI/009.json
similarity index 99%
rename from tests/shinytest/testUI-expected/subjectByIndustry_2.json
rename to tests/testthat/_snaps/testUI/009.json
index 44ebc07..2e30e86 100644
--- a/tests/shinytest/testUI-expected/subjectByIndustry_2.json
+++ b/tests/testthat/_snaps/testUI/009.json
@@ -1,11 +1,11 @@
 {
   "input": {
+    "YAGinput2": "5",
     "countinput2": "sex",
     "crosstabs.subjectinput": "All",
     "earningsbutton": "Median earnings",
     "navbar": "subjectByIndustry",
-    "qualinput3": "Level 8",
-    "YAGinput2": "5"
+    "qualinput3": "Level 8"
   },
   "output": {
     "crosstab": {
@@ -261,7 +261,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "b7fcbd4937eae1202711087788e065b8",
                           "static": false,
                           "nested": true
                         },
@@ -411,7 +411,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "13bad87964999cfb236cf5bc0afa638d",
                           "static": false,
                           "nested": true
                         },
@@ -601,7 +601,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "438569e4e39a664fcc7fcaf81c412473",
                           "static": false,
                           "nested": true
                         },
@@ -767,7 +767,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "331fe696c0ccefa8e968a0897b6ce03c",
                           "static": false,
                           "nested": true
                         },
@@ -1221,7 +1221,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "119bc6a29d2e0f9b0594f3a0d61dee5d",
                           "static": false,
                           "nested": true
                         },
@@ -1323,7 +1323,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "597dbeef136ab0875fea7cee343ba64d",
                           "static": false,
                           "nested": true
                         },
@@ -1481,7 +1481,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "6257dd864894955d3c532c63128e8480",
                           "static": false,
                           "nested": true
                         },
@@ -1703,7 +1703,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "77a4f11eba7ae4cc54fa6834513453e6",
                           "static": false,
                           "nested": true
                         },
@@ -1893,7 +1893,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "4d8e7fdd055089a15fd5d35c3d195a62",
                           "static": false,
                           "nested": true
                         },
@@ -2011,7 +2011,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "941278f0350e3c8e24ccff7e3abe49e4",
                           "static": false,
                           "nested": true
                         },
@@ -2129,7 +2129,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "80099c481a972c64bdd81bf816c46384",
                           "static": false,
                           "nested": true
                         },
@@ -2271,7 +2271,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "0c0cb92f67c8e5e5fd9a21912c8d5418",
                           "static": false,
                           "nested": true
                         },
@@ -2389,7 +2389,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "4d9dbd629fd10033e32627a4c26623c9",
                           "static": false,
                           "nested": true
                         },
@@ -2483,7 +2483,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "2a0c41cba89bdd4078768a66e53b9e32",
                           "static": false,
                           "nested": true
                         },
@@ -2601,7 +2601,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "b9e0d276d8dc8f8104aad1f0ae27c100",
                           "static": false,
                           "nested": true
                         },
@@ -2703,7 +2703,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "6b6a21a9ba163317281a924ca14be408",
                           "static": false,
                           "nested": true
                         },
@@ -2797,7 +2797,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "358fb33904aa1932c6189e1f809a8e22",
                           "static": false,
                           "nested": true
                         },
@@ -2883,7 +2883,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "781dbbff4e4f979bb77766a7d594e349",
                           "static": false,
                           "nested": true
                         },
@@ -2985,7 +2985,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "bae647382b57210e55609d2dc954330d",
                           "static": false,
                           "nested": true
                         },
@@ -3087,7 +3087,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "b9c6e61a9ef1b1280f21c9619258deca",
                           "static": false,
                           "nested": true
                         },
@@ -3173,7 +3173,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "96e316177e81b065d37f12db7f862eae",
                           "static": false,
                           "nested": true
                         },
@@ -3312,7 +3312,7 @@
             "defaultPageSize": 22,
             "showSortable": true,
             "height": "600px",
-            "dataKey": "random_key",
+            "dataKey": "8cd5fdb6dee96f1e9a012a889fa8b437",
             "static": false
           },
           "children": [
diff --git a/tests/testthat/_snaps/testUI/009_.png b/tests/testthat/_snaps/testUI/009_.png
new file mode 100644
index 0000000..815ce53
Binary files /dev/null and b/tests/testthat/_snaps/testUI/009_.png differ
diff --git a/tests/shinytest/testUI-expected/subjectByIndustry_3.json b/tests/testthat/_snaps/testUI/010.json
similarity index 99%
rename from tests/shinytest/testUI-expected/subjectByIndustry_3.json
rename to tests/testthat/_snaps/testUI/010.json
index 1d83dc6..db1a600 100644
--- a/tests/shinytest/testUI-expected/subjectByIndustry_3.json
+++ b/tests/testthat/_snaps/testUI/010.json
@@ -1,11 +1,11 @@
 {
   "input": {
+    "YAGinput2": "5",
     "countinput2": "sex",
     "crosstabs.subjectinput": "Allied health",
     "earningsbutton": "Median earnings",
     "navbar": "subjectByIndustry",
-    "qualinput3": "Level 8",
-    "YAGinput2": "5"
+    "qualinput3": "Level 8"
   },
   "output": {
     "crosstab": {
@@ -207,7 +207,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "5f66d087a2e8a622108f0a03818850bf",
                           "static": false,
                           "nested": true
                         },
@@ -341,7 +341,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "cdfef07ede4e127facd25fbcc5feae43",
                           "static": false,
                           "nested": true
                         },
@@ -475,7 +475,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "d2de6c16669d103698cb66bb1536a3c7",
                           "static": false,
                           "nested": true
                         },
@@ -577,7 +577,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "67931e65f71535007fd31cbfbef9e32b",
                           "static": false,
                           "nested": true
                         },
@@ -679,7 +679,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "543d7993c2cb9c080e800cba93ede3fe",
                           "static": false,
                           "nested": true
                         },
@@ -813,7 +813,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "f022ba5638b0f07aa41b409df9b4c4cc",
                           "static": false,
                           "nested": true
                         },
@@ -907,7 +907,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "9fe442f240b2d270ae40f9091c572cfb",
                           "static": false,
                           "nested": true
                         },
@@ -993,7 +993,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "d75489be59d0911c895678df6eccfedd",
                           "static": false,
                           "nested": true
                         },
@@ -1095,7 +1095,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "686613a267331fc6de84d4f22eb1eae3",
                           "static": false,
                           "nested": true
                         },
@@ -1181,7 +1181,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "7568661d6f05517f862a1dc74a430134",
                           "static": false,
                           "nested": true
                         },
@@ -1267,7 +1267,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "853f70d01bddea554c051714e5260270",
                           "static": false,
                           "nested": true
                         },
@@ -1353,7 +1353,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "ddb16d0aee5b5526dd15c652f0963716",
                           "static": false,
                           "nested": true
                         },
@@ -1439,7 +1439,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "7550991c0946a84a952af6e3ae236a74",
                           "static": false,
                           "nested": true
                         },
@@ -1525,7 +1525,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "97d608159678045b23ddd0f09019a9b5",
                           "static": false,
                           "nested": true
                         },
@@ -1611,7 +1611,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "0afd8d084ba773f187acf41e8d174a21",
                           "static": false,
                           "nested": true
                         },
@@ -1732,7 +1732,7 @@
             "defaultPageSize": 22,
             "showSortable": true,
             "height": "600px",
-            "dataKey": "random_key",
+            "dataKey": "3254ce6eba1073be1a54ea9f6545313b",
             "static": false
           },
           "children": [
diff --git a/tests/testthat/_snaps/testUI/010_.png b/tests/testthat/_snaps/testUI/010_.png
new file mode 100644
index 0000000..1af0e9a
Binary files /dev/null and b/tests/testthat/_snaps/testUI/010_.png differ
diff --git a/tests/shinytest/testUI-expected/subjectByIndustry_4.json b/tests/testthat/_snaps/testUI/011.json
similarity index 76%
rename from tests/shinytest/testUI-expected/subjectByIndustry_4.json
rename to tests/testthat/_snaps/testUI/011.json
index 93d5896..bc957ea 100644
--- a/tests/shinytest/testUI-expected/subjectByIndustry_4.json
+++ b/tests/testthat/_snaps/testUI/011.json
@@ -1,11 +1,11 @@
 {
   "input": {
+    "YAGinput2": "5",
     "countinput2": "ethnicity",
-    "crosstabs.subjectinput": "Allied health",
+    "crosstabs.subjectinput": "All",
     "earningsbutton": "Median earnings",
     "navbar": "subjectByIndustry",
-    "qualinput3": "Level 8",
-    "YAGinput2": "5"
+    "qualinput3": "First degree"
   },
   "output": {
     "crosstab": {
@@ -17,24 +17,25 @@
               "SECTIONNAME": [
                 "Human health and social work activities",
                 "Education",
-                "Wholesale and retail trade - repair of motor vehicles and motorcycles",
                 "Professional, scientific and technical activities",
+                "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                "Information and communication",
                 "Administrative and support service activities",
                 "Public administration and defence - compulsory social security",
-                "Manufacturing",
-                "Information and communication",
                 "Financial and insurance activities",
-                "Arts, entertainment and recreation",
+                "Manufacturing",
                 "Accommodation and food service activities",
+                "Arts, entertainment and recreation",
                 "Transportation and storage",
+                "Construction",
                 "Other service activities",
                 "Real estate activities",
-                "Construction",
-                "Water supply - sewerage, waste management and remediation activities",
                 "Electricity, gas, steam and air conditioning supply",
-                "Activities of households as employers - undifferentiated goods-and services-producing activities of households for own use",
+                "Water supply - sewerage, waste management and remediation activities",
                 "Agriculture, forestry and fishing",
+                "Activities of households as employers - undifferentiated goods-and services-producing activities of households for own use",
                 "Mining and quarrying",
+                "Activities of extraterritorial organisations and bodies",
                 "Not known"
               ],
               "group_name": [
@@ -58,145 +59,152 @@
                 "All",
                 "All",
                 "All",
+                "All",
                 "All"
               ],
               "White": [
-                29900,
+                29600,
                 27700,
-                28800,
-                32100,
-                26300,
-                30300,
-                32500,
                 32800,
-                33400,
-                28100,
-                21900,
-                29600,
-                23000,
-                24100,
-                31000,
-                -10000,
-                -10000,
-                "NA",
-                -10000,
+                24500,
+                33900,
+                26300,
+                29900,
+                38000,
+                33600,
+                18200,
+                22600,
+                29900,
+                36100,
+                25200,
+                29200,
+                37600,
+                30700,
+                23700,
+                20800,
+                44900,
                 -10000,
-                20500
+                19300
               ],
               "Black": [
-                29600,
                 30700,
-                21500,
-                28100,
-                23000,
+                27700,
+                29900,
+                22600,
+                33200,
+                23400,
                 31000,
+                33900,
+                30800,
+                19300,
+                22600,
+                28800,
+                33900,
+                27400,
+                27600,
+                29000,
+                28100,
                 -10000,
+                17900,
                 -10000,
                 -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                -10000,
-                "NA",
-                "NA",
-                "NA",
-                12400
+                13500
               ],
               "Asian": [
+                34300,
+                27400,
+                32100,
+                25600,
+                35800,
+                24800,
                 29900,
+                38700,
+                32800,
+                18200,
+                24100,
+                28500,
+                33900,
                 26600,
-                36900,
-                35000,
-                26900,
-                -10000,
-                29200,
-                40200,
-                26300,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
+                27700,
+                31800,
+                27400,
                 -10000,
-                "NA",
-                "NA",
-                "NA",
+                13900,
                 -10000,
-                "NA",
                 -10000,
-                16800
+                19300
               ],
               "Mixed": [
-                32500,
-                25900,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
+                32100,
+                27700,
+                33400,
+                24500,
+                33900,
+                26600,
+                31400,
+                42000,
+                33200,
+                18200,
+                22000,
+                29600,
+                36100,
+                28800,
+                28500,
+                28800,
+                30700,
                 -10000,
                 -10000,
                 -10000,
-                "NA",
                 -10000,
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                16700
+                17900
               ],
               "Other": [
-                29900,
-                -10000,
-                -10000,
+                33600,
+                28300,
+                33200,
+                22600,
+                35800,
+                27700,
+                31800,
+                40900,
+                35400,
+                15300,
+                22800,
+                28500,
+                36100,
+                26800,
+                29200,
                 -10000,
                 -10000,
                 "NA",
                 -10000,
-                -10000,
-                "NA",
-                "NA",
                 "NA",
                 -10000,
-                -10000,
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                -10000
+                13300
               ],
               "Not known": [
-                29600,
-                25200,
-                20400,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
+                29900,
+                26300,
+                32100,
+                20800,
+                33600,
+                23000,
+                30300,
+                32100,
+                31800,
+                17200,
+                21400,
+                29700,
+                33200,
+                24300,
+                26800,
+                32100,
+                30300,
                 -10000,
-                "NA",
-                "NA",
+                18200,
                 -10000,
-                "NA",
-                "NA",
                 -10000,
-                "NA",
-                22300
+                13900
               ]
             },
             "columns": [
@@ -249,70 +257,70 @@
                               "Residential care activities for mental retardation; mental health and substance abuse"
                             ],
                             "White": [
-                              30300,
-                              30700,
-                              21200,
-                              31900,
-                              21200,
-                              17500,
-                              19300,
-                              31400,
-                              31800
+                              32100,
+                              28800,
+                              23000,
+                              24800,
+                              23400,
+                              20800,
+                              21700,
+                              23200,
+                              23700
                             ],
                             "Black": [
-                              30300,
-                              27700,
-                              27000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000
+                              34700,
+                              32100,
+                              24100,
+                              26100,
+                              25600,
+                              19500,
+                              22100,
+                              28100,
+                              23500
                             ],
                             "Asian": [
-                              31400,
-                              24500,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              "NA"
+                              40200,
+                              27400,
+                              21900,
+                              33200,
+                              21500,
+                              21200,
+                              22800,
+                              24100,
+                              21900
                             ],
                             "Mixed": [
-                              32800,
-                              32700,
-                              -10000,
-                              -10000,
-                              -10000,
-                              "NA",
-                              -10000,
-                              -10000,
-                              -10000
+                              36900,
+                              30300,
+                              25900,
+                              32500,
+                              21500,
+                              25200,
+                              21700,
+                              29200,
+                              22300
                             ],
                             "Other": [
-                              35400,
-                              -10000,
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA"
-                            ],
-                            "Not known": [
-                              30300,
-                              29600,
-                              -10000,
-                              -10000,
+                              42000,
+                              31400,
+                              24800,
+                              25900,
                               -10000,
                               -10000,
                               -10000,
                               -10000,
                               -10000
+                            ],
+                            "Not known": [
+                              32100,
+                              29900,
+                              21400,
+                              27200,
+                              21400,
+                              19300,
+                              19500,
+                              22500,
+                              32300
                             ]
                           },
                           "columns": [
@@ -335,113 +343,113 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£30,300",
-                                "£30,700",
-                                "£21,200",
-                                "£31,900",
-                                "£21,200",
-                                "£17,500",
-                                "£19,300",
-                                "£31,400",
-                                "£31,800"
+                                "£32,100",
+                                "£28,800",
+                                "£23,000",
+                                "£24,800",
+                                "£23,400",
+                                "£20,800",
+                                "£21,700",
+                                "£23,200",
+                                "£23,700"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "£30,300",
-                                "£27,700",
-                                "£27,000",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c"
+                                "£34,700",
+                                "£32,100",
+                                "£24,100",
+                                "£26,100",
+                                "£25,600",
+                                "£19,500",
+                                "£22,100",
+                                "£28,100",
+                                "£23,500"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "£31,400",
-                                "£24,500",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "x"
+                                "£40,200",
+                                "£27,400",
+                                "£21,900",
+                                "£33,200",
+                                "£21,500",
+                                "£21,200",
+                                "£22,800",
+                                "£24,100",
+                                "£21,900"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "£32,800",
-                                "£32,700",
-                                "c",
-                                "c",
-                                "c",
-                                "x",
-                                "c",
-                                "c",
-                                "c"
+                                "£36,900",
+                                "£30,300",
+                                "£25,900",
+                                "£32,500",
+                                "£21,500",
+                                "£25,200",
+                                "£21,700",
+                                "£29,200",
+                                "£22,300"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
-                                "£35,400",
+                                "£42,000",
+                                "£31,400",
+                                "£24,800",
+                                "£25,900",
                                 "c",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
                                 "c",
-                                "x",
-                                "x"
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "£30,300",
-                                "£29,600",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c"
+                                "£32,100",
+                                "£29,900",
+                                "£21,400",
+                                "£27,200",
+                                "£21,400",
+                                "£19,300",
+                                "£19,500",
+                                "£22,500",
+                                "£32,300"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "823a7a4118cab0dee89baea11982af59",
                           "static": false,
                           "nested": true
                         },
@@ -480,51 +488,51 @@
                               "Pre-primary education"
                             ],
                             "White": [
-                              28100,
-                              25900,
-                              28800,
-                              23700,
-                              -10000,
-                              "NA"
+                              27700,
+                              27700,
+                              26300,
+                              24500,
+                              25200,
+                              19700
                             ],
                             "Black": [
-                              31400,
-                              25600,
-                              -10000,
-                              -10000,
-                              "NA",
-                              "NA"
+                              28800,
+                              27400,
+                              29000,
+                              24500,
+                              24800,
+                              17900
                             ],
                             "Asian": [
-                              25900,
-                              29200,
-                              26600,
-                              -10000,
-                              -10000,
-                              "NA"
+                              27400,
+                              27700,
+                              27400,
+                              22300,
+                              21900,
+                              18400
                             ],
                             "Mixed": [
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              "NA"
+                              28100,
+                              27000,
+                              26300,
+                              27200,
+                              28300,
+                              -10000
                             ],
                             "Other": [
+                              28800,
+                              29900,
+                              29200,
+                              23900,
                               -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              "NA",
-                              "NA"
+                              -10000
                             ],
                             "Not known": [
+                              26300,
+                              26300,
+                              27700,
+                              26600,
                               -10000,
-                              -10000,
-                              -10000,
-                              "NA",
-                              "NA",
                               -10000
                             ]
                           },
@@ -548,95 +556,95 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£28,100",
-                                "£25,900",
-                                "£28,800",
-                                "£23,700",
-                                "c",
-                                "x"
+                                "£27,700",
+                                "£27,700",
+                                "£26,300",
+                                "£24,500",
+                                "£25,200",
+                                "£19,700"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "£31,400",
-                                "£25,600",
-                                "c",
-                                "c",
-                                "x",
-                                "x"
+                                "£28,800",
+                                "£27,400",
+                                "£29,000",
+                                "£24,500",
+                                "£24,800",
+                                "£17,900"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "£25,900",
-                                "£29,200",
-                                "£26,600",
-                                "c",
-                                "c",
-                                "x"
+                                "£27,400",
+                                "£27,700",
+                                "£27,400",
+                                "£22,300",
+                                "£21,900",
+                                "£18,400"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "x"
+                                "£28,100",
+                                "£27,000",
+                                "£26,300",
+                                "£27,200",
+                                "£28,300",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "£28,800",
+                                "£29,900",
+                                "£29,200",
+                                "£23,900",
                                 "c",
-                                "c",
-                                "c",
-                                "c",
-                                "x",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
+                                "£26,300",
+                                "£26,300",
+                                "£27,700",
+                                "£26,600",
                                 "c",
-                                "c",
-                                "c",
-                                "x",
-                                "x",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "eff81bcb8bdbeb19c31f1e15d6f5a86d",
                           "static": false,
                           "nested": true
                         },
@@ -659,155 +667,139 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles"
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities"
                             ],
                             "group_name": [
-                              "Retail sale of other goods in specialised stores",
-                              "Wholesale of household goods",
-                              "Retail sale in non-specialised stores",
-                              "Retail sale of food; beverages and tobacco in specialised stores",
-                              "Retail sale of other household equipment in specialised stores",
-                              "Retail trade not in stores; stalls or markets",
-                              "Wholesale of food; beverages and tobacco",
-                              "Maintenance and repair of motor vehicles",
-                              "Non-specialised wholesale trade",
-                              "Other specialised wholesale",
-                              "Retail sale of cultural and recreation goods in specialised stores",
-                              "Wholesale of information and communication equipment",
-                              "Wholesale of other machinery; equipment and supplies",
-                              "Retail sale of information and communication equipment in specialised stores",
-                              "Sale of motor vehicle parts and accessories",
-                              "Sale of motor vehicles",
-                              "Wholesale on a fee or contract basis"
+                              "Management consultancy activities",
+                              "Accounting; bookkeeping and auditing activities; tax consultancy",
+                              "Legal activities",
+                              "Architectural and engineering activities and related technical consultancy",
+                              "Advertising",
+                              "Research and experimental development on natural sciences and engineering",
+                              "Other professional; scientific and technical activities n.e.c.",
+                              "Activities of head offices",
+                              "Veterinary activities",
+                              "Market research and public opinion polling",
+                              "Specialised design activities",
+                              "Technical testing and analysis",
+                              "Photographic activities",
+                              "Research and experimental development on social sciences and humanities",
+                              "Translation and interpretation activities"
                             ],
                             "White": [
+                              35000,
+                              38700,
                               32800,
-                              44200,
-                              20400,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
+                              31800,
+                              32100,
+                              33200,
+                              30700,
+                              32800,
+                              29200,
+                              32500,
+                              27400,
+                              27000,
+                              22300,
+                              33200,
+                              29900
+                            ],
+                            "Black": [
+                              30500,
+                              29600,
+                              28800,
+                              30700,
+                              29900,
+                              35000,
+                              26300,
+                              31400,
                               -10000,
+                              27000,
+                              27000,
+                              23400,
                               -10000,
                               -10000,
+                              -10000
+                            ],
+                            "Asian": [
+                              35400,
+                              37200,
+                              26300,
+                              32100,
+                              31800,
+                              35200,
+                              28800,
+                              34500,
+                              31000,
+                              32500,
+                              27000,
+                              27600,
                               -10000,
                               -10000,
                               -10000
                             ],
-                            "Black": [
+                            "Mixed": [
+                              35800,
+                              39100,
+                              33200,
+                              29400,
+                              31200,
+                              33200,
+                              29200,
+                              35000,
                               -10000,
+                              29600,
+                              28700,
+                              27400,
                               -10000,
                               -10000,
+                              -10000
+                            ],
+                            "Other": [
+                              43100,
+                              38700,
+                              31800,
+                              30300,
+                              34100,
+                              32500,
                               -10000,
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Asian": [
-                              37200,
-                              35400,
                               -10000,
-                              "NA",
-                              "NA",
                               -10000,
                               -10000,
                               "NA",
-                              "NA",
-                              "NA",
                               -10000,
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              -10000
                             ],
-                            "Mixed": [
+                            "Not known": [
+                              32800,
+                              39400,
+                              26300,
+                              28700,
+                              33000,
+                              37600,
+                              36300,
+                              36900,
+                              18600,
+                              26600,
                               -10000,
                               -10000,
                               "NA",
                               "NA",
-                              -10000,
-                              -10000,
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Other": [
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Not known": [
-                              20400,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA",
                               -10000
                             ]
                           },
@@ -831,161 +823,149 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
+                                "£35,000",
+                                "£38,700",
                                 "£32,800",
-                                "£44,200",
-                                "£20,400",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c"
+                                "£31,800",
+                                "£32,100",
+                                "£33,200",
+                                "£30,700",
+                                "£32,800",
+                                "£29,200",
+                                "£32,500",
+                                "£27,400",
+                                "£27,000",
+                                "£22,300",
+                                "£33,200",
+                                "£29,900"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
+                                "£30,500",
+                                "£29,600",
+                                "£28,800",
+                                "£30,700",
+                                "£29,900",
+                                "£35,000",
+                                "£26,300",
+                                "£31,400",
                                 "c",
+                                "£27,000",
+                                "£27,000",
+                                "£23,400",
                                 "c",
                                 "c",
-                                "c",
-                                "c",
-                                "x",
-                                "x",
-                                "x",
-                                "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "£37,200",
                                 "£35,400",
-                                "c",
-                                "x",
-                                "x",
-                                "c",
-                                "c",
-                                "x",
-                                "x",
-                                "x",
+                                "£37,200",
+                                "£26,300",
+                                "£32,100",
+                                "£31,800",
+                                "£35,200",
+                                "£28,800",
+                                "£34,500",
+                                "£31,000",
+                                "£32,500",
+                                "£27,000",
+                                "£27,600",
                                 "c",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "£35,800",
+                                "£39,100",
+                                "£33,200",
+                                "£29,400",
+                                "£31,200",
+                                "£33,200",
+                                "£29,200",
+                                "£35,000",
                                 "c",
-                                "c",
-                                "x",
-                                "x",
-                                "c",
+                                "£29,600",
+                                "£28,700",
+                                "£27,400",
                                 "c",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "£43,100",
+                                "£38,700",
+                                "£31,800",
+                                "£30,300",
+                                "£34,100",
+                                "£32,500",
+                                "c",
+                                "c",
+                                "c",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
                                 "c",
                                 "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "£20,400",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
+                                "£32,800",
+                                "£39,400",
+                                "£26,300",
+                                "£28,700",
+                                "£33,000",
+                                "£37,600",
+                                "£36,300",
+                                "£36,900",
+                                "£18,600",
+                                "£26,600",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
                                 "c",
                                 "x",
                                 "x",
-                                "x",
-                                "x",
-                                "c",
-                                "x",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "df281baa272c3a969f21bc2a877a35fe",
                           "static": false,
                           "nested": true
                         },
@@ -1008,72 +988,147 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities"
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles"
                             ],
                             "group_name": [
-                              "Management consultancy activities",
-                              "Research and experimental development on natural sciences and engineering",
-                              "Accounting; bookkeeping and auditing activities; tax consultancy",
-                              "Technical testing and analysis",
-                              "Architectural and engineering activities and related technical consultancy",
-                              "Legal activities",
-                              "Other professional; scientific and technical activities n.e.c.",
-                              "Activities of head offices",
-                              "Advertising",
-                              "Market research and public opinion polling",
-                              "Veterinary activities",
-                              "Photographic activities",
-                              "Research and experimental development on social sciences and humanities",
-                              "Specialised design activities"
+                              "Retail sale in non-specialised stores",
+                              "Retail sale of other goods in specialised stores",
+                              "Wholesale of household goods",
+                              "Retail trade not in stores; stalls or markets",
+                              "Retail sale of other household equipment in specialised stores",
+                              "Other specialised wholesale",
+                              "Retail sale of cultural and recreation goods in specialised stores",
+                              "Wholesale of food; beverages and tobacco",
+                              "Sale of motor vehicles",
+                              "Wholesale of information and communication equipment",
+                              "Wholesale of other machinery; equipment and supplies",
+                              "Retail sale of food; beverages and tobacco in specialised stores",
+                              "Non-specialised wholesale trade",
+                              "Wholesale on a fee or contract basis",
+                              "Retail sale of information and communication equipment in specialised stores",
+                              "Maintenance and repair of motor vehicles",
+                              "Sale of motor vehicle parts and accessories",
+                              "Retail sale of automotive fuel in specialised stores",
+                              "Wholesale of agricultural raw materials and live animals",
+                              "Sale; maintenance and repair of motorcycles and related parts and accessories",
+                              "Retail sale via stalls and markets"
                             ],
                             "White": [
-                              35000,
-                              37600,
+                              20100,
+                              21200,
+                              28800,
+                              28100,
+                              21500,
+                              27700,
+                              18600,
                               29900,
+                              26600,
+                              35000,
+                              29200,
+                              20100,
+                              26300,
+                              30800,
+                              26300,
+                              23800,
+                              24500,
+                              35800,
+                              26600,
+                              27000,
+                              -10000
+                            ],
+                            "Black": [
+                              19200,
+                              19700,
                               28300,
-                              33900,
-                              -10000,
-                              28100,
+                              25600,
+                              22600,
+                              26600,
+                              16100,
+                              25900,
+                              27900,
+                              32800,
+                              29600,
                               -10000,
                               -10000,
+                              24500,
+                              23200,
                               -10000,
                               -10000,
                               -10000,
                               -10000,
+                              "NA",
                               "NA"
                             ],
-                            "Black": [
+                            "Asian": [
+                              22600,
+                              26300,
+                              29900,
+                              24300,
+                              21500,
+                              27400,
+                              24100,
+                              22300,
+                              27800,
+                              34300,
+                              27900,
+                              13900,
+                              22600,
+                              28500,
+                              27000,
+                              20000,
+                              25200,
+                              25200,
                               -10000,
                               -10000,
+                              -10000
+                            ],
+                            "Mixed": [
+                              18200,
+                              21500,
+                              27400,
+                              29600,
+                              20800,
+                              30100,
+                              17700,
+                              27000,
+                              27400,
+                              32800,
+                              25200,
                               -10000,
+                              29900,
                               -10000,
+                              24300,
                               -10000,
                               -10000,
                               -10000,
                               "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
+                              -10000,
                               "NA"
                             ],
-                            "Asian": [
-                              34300,
-                              41600,
+                            "Other": [
+                              20300,
+                              20100,
+                              30700,
                               -10000,
                               -10000,
                               -10000,
@@ -1081,59 +1136,40 @@
                               -10000,
                               -10000,
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Mixed": [
                               -10000,
                               -10000,
                               -10000,
                               -10000,
-                              "NA",
                               -10000,
                               -10000,
                               "NA",
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
                               -10000,
-                              "NA"
-                            ],
-                            "Other": [
                               -10000,
+                              -10000
+                            ],
+                            "Not known": [
+                              16600,
+                              20300,
+                              25700,
+                              20400,
+                              18600,
+                              32700,
+                              17500,
                               -10000,
+                              21900,
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
+                              28500,
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Not known": [
+                              26100,
                               -10000,
                               -10000,
                               -10000,
-                              "NA",
-                              "NA",
                               -10000,
                               -10000,
                               -10000,
                               "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              -10000
+                              "NA"
                             ]
                           },
                           "columns": [
@@ -1156,143 +1192,185 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£35,000",
-                                "£37,600",
-                                "£29,900",
-                                "£28,300",
-                                "£33,900",
-                                "c",
+                                "£20,100",
+                                "£21,200",
+                                "£28,800",
                                 "£28,100",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "x"
+                                "£21,500",
+                                "£27,700",
+                                "£18,600",
+                                "£29,900",
+                                "£26,600",
+                                "£35,000",
+                                "£29,200",
+                                "£20,100",
+                                "£26,300",
+                                "£30,800",
+                                "£26,300",
+                                "£23,800",
+                                "£24,500",
+                                "£35,800",
+                                "£26,600",
+                                "£27,000",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
+                                "£19,200",
+                                "£19,700",
+                                "£28,300",
+                                "£25,600",
+                                "£22,600",
+                                "£26,600",
+                                "£16,100",
+                                "£25,900",
+                                "£27,900",
+                                "£32,800",
+                                "£29,600",
                                 "c",
                                 "c",
+                                "£24,500",
+                                "£23,200",
                                 "c",
                                 "c",
                                 "c",
                                 "c",
-                                "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
+                                "£22,600",
+                                "£26,300",
+                                "£29,900",
+                                "£24,300",
+                                "£21,500",
+                                "£27,400",
+                                "£24,100",
+                                "£22,300",
+                                "£27,800",
                                 "£34,300",
-                                "£41,600",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
+                                "£27,900",
+                                "£13,900",
+                                "£22,600",
+                                "£28,500",
+                                "£27,000",
+                                "£20,000",
+                                "£25,200",
+                                "£25,200",
                                 "c",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "£18,200",
+                                "£21,500",
+                                "£27,400",
+                                "£29,600",
+                                "£20,800",
+                                "£30,100",
+                                "£17,700",
+                                "£27,000",
+                                "£27,400",
+                                "£32,800",
+                                "£25,200",
                                 "c",
+                                "£29,900",
                                 "c",
+                                "£24,300",
                                 "c",
                                 "c",
-                                "x",
-                                "c",
-                                "c",
-                                "x",
                                 "c",
                                 "x",
-                                "x",
-                                "x",
                                 "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "£20,300",
+                                "£20,100",
+                                "£30,700",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "c",
                                 "c",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
                                 "c",
                                 "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c",
+                                "c",
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
+                                "£16,600",
+                                "£20,300",
+                                "£25,700",
+                                "£20,400",
+                                "£18,600",
+                                "£32,700",
+                                "£17,500",
+                                "c",
+                                "£21,900",
+                                "c",
+                                "£28,500",
+                                "c",
+                                "£26,100",
                                 "c",
                                 "c",
                                 "c",
-                                "x",
-                                "x",
                                 "c",
                                 "c",
                                 "c",
                                 "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "c"
+                                "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "0d6238f1af17c12615b59652640be51a",
                           "static": false,
                           "nested": true
                         },
@@ -1315,156 +1393,124 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities"
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication"
                             ],
                             "group_name": [
-                              "Temporary employment agency activities",
-                              "Business support service activities n.e.c.",
-                              "Cleaning activities",
-                              "Activities of employment placement agencies",
-                              "Activities of call centres",
-                              "Combined facilities support activities",
-                              "Private security activities",
-                              "Renting and leasing of motor vehicles",
-                              "Travel agency and tour operator activities",
-                              "Investigation activities",
-                              "Landscape service activities",
-                              "Office administrative and support activities",
-                              "Organisation of conventions and trade shows",
-                              "Other human resources provision",
-                              "Other reservation service and related activities",
-                              "Renting and leasing of other machinery; equipment and tangible goods",
-                              "Renting and leasing of personal and household goods"
+                              "Computer programming; consultancy and related activities",
+                              "Publishing of books; periodicals and other publishing activities",
+                              "Motion picture; video and television programme activities",
+                              "Other telecommunications activities",
+                              "Data processing; hosting and related activities; web portals",
+                              "Television programming and broadcasting activities",
+                              "Wireless telecommunications activities",
+                              "Software publishing",
+                              "Other information service activities",
+                              "Sound recording and music publishing activities",
+                              "Radio broadcasting",
+                              "Satellite telecommunications activities",
+                              "Wired telecommunications activities"
                             ],
                             "White": [
-                              26600,
-                              25900,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
+                              37200,
+                              28800,
+                              28800,
+                              32800,
+                              36500,
+                              35000,
+                              42700,
+                              37600,
+                              38700,
+                              30700,
+                              29700,
+                              25200,
+                              28800
+                            ],
+                            "Black": [
+                              34300,
+                              29900,
+                              28100,
+                              29400,
+                              40300,
+                              34100,
+                              38000,
+                              44900,
                               -10000,
+                              35000,
                               -10000,
                               -10000,
+                              -10000
+                            ],
+                            "Asian": [
+                              37600,
+                              30800,
+                              31900,
+                              28100,
+                              39100,
+                              41600,
+                              40500,
+                              41600,
+                              29400,
                               -10000,
                               -10000,
+                              23900,
+                              52600
+                            ],
+                            "Mixed": [
+                              35800,
+                              28100,
+                              27000,
+                              32500,
+                              41600,
+                              36500,
                               -10000,
                               -10000,
+                              48700,
+                              32500,
                               -10000,
                               -10000,
                               -10000
                             ],
-                            "Black": [
-                              21200,
-                              -10000,
+                            "Other": [
+                              40200,
+                              28800,
+                              27400,
+                              34700,
                               -10000,
-                              "NA",
+                              31600,
                               -10000,
-                              "NA",
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Asian": [
-                              35800,
                               -10000,
                               -10000,
                               "NA",
                               -10000,
-                              -10000,
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              -10000
                             ],
-                            "Mixed": [
-                              -10000,
-                              "NA",
-                              -10000,
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
+                            "Not known": [
+                              32500,
+                              31400,
+                              35000,
+                              32100,
+                              41400,
+                              34700,
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Other": [
                               -10000,
-                              "NA",
-                              "NA",
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Not known": [
                               -10000,
                               "NA",
-                              "NA",
-                              "NA",
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              -10000
                             ]
                           },
                           "columns": [
@@ -1487,161 +1533,137 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£26,600",
-                                "£25,900",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c"
+                                "£37,200",
+                                "£28,800",
+                                "£28,800",
+                                "£32,800",
+                                "£36,500",
+                                "£35,000",
+                                "£42,700",
+                                "£37,600",
+                                "£38,700",
+                                "£30,700",
+                                "£29,700",
+                                "£25,200",
+                                "£28,800"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "£21,200",
-                                "c",
+                                "£34,300",
+                                "£29,900",
+                                "£28,100",
+                                "£29,400",
+                                "£40,300",
+                                "£34,100",
+                                "£38,000",
+                                "£44,900",
                                 "c",
-                                "x",
+                                "£35,000",
                                 "c",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "£35,800",
-                                "c",
-                                "c",
-                                "x",
-                                "c",
+                                "£37,600",
+                                "£30,800",
+                                "£31,900",
+                                "£28,100",
+                                "£39,100",
+                                "£41,600",
+                                "£40,500",
+                                "£41,600",
+                                "£29,400",
                                 "c",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "£23,900",
+                                "£52,600"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "£35,800",
+                                "£28,100",
+                                "£27,000",
+                                "£32,500",
+                                "£41,600",
+                                "£36,500",
                                 "c",
-                                "x",
                                 "c",
+                                "£48,700",
+                                "£32,500",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "£40,200",
+                                "£28,800",
+                                "£27,400",
+                                "£34,700",
+                                "c",
+                                "£31,600",
+                                "c",
+                                "c",
                                 "c",
-                                "x",
-                                "x",
                                 "c",
                                 "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
+                                "£32,500",
+                                "£31,400",
+                                "£35,000",
+                                "£32,100",
+                                "£41,400",
+                                "£34,700",
+                                "c",
+                                "c",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
                                 "c",
                                 "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "ca1b08be2395fc8ff8aaa0418393b95c",
                           "static": false,
                           "nested": true
                         },
@@ -1664,44 +1686,172 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Public administration and defence - compulsory social security",
-                              "Public administration and defence - compulsory social security",
-                              "Public administration and defence - compulsory social security"
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities"
                             ],
                             "group_name": [
-                              "Administration of the State and the economic and social policy of the community",
-                              "Provision of services to the community as a whole",
-                              "Compulsory social security activities"
+                              "Temporary employment agency activities",
+                              "Business support service activities n.e.c.",
+                              "Activities of employment placement agencies",
+                              "Travel agency and tour operator activities",
+                              "Activities of call centres",
+                              "Combined facilities support activities",
+                              "Cleaning activities",
+                              "Renting and leasing of motor vehicles",
+                              "Organisation of conventions and trade shows",
+                              "Private security activities",
+                              "Renting and leasing of other machinery; equipment and tangible goods",
+                              "Office administrative and support activities",
+                              "Other human resources provision",
+                              "Landscape service activities",
+                              "Other reservation service and related activities",
+                              "Renting and leasing of personal and household goods",
+                              "Security systems service activities",
+                              "Leasing of intellectual property and similar products; except copyrighted works",
+                              "Investigation activities"
                             ],
                             "White": [
-                              30700,
-                              31400,
-                              -10000
-                            ],
+                              24500,
+                              28500,
+                              29200,
+                              24500,
+                              18600,
+                              31400,
+                              23700,
+                              29900,
+                              28900,
+                              25600,
+                              25600,
+                              26300,
+                              43800,
+                              23000,
+                              28800,
+                              24600,
+                              27400,
+                              37400,
+                              25200
+                            ],
                             "Black": [
+                              21500,
+                              27700,
+                              22300,
+                              -10000,
+                              19000,
+                              27200,
+                              22800,
+                              24100,
+                              -10000,
+                              23400,
+                              29600,
+                              23700,
+                              -10000,
+                              -10000,
+                              -10000,
                               -10000,
                               -10000,
+                              "NA",
                               "NA"
                             ],
                             "Asian": [
+                              22800,
+                              29700,
+                              23700,
+                              24100,
+                              18200,
+                              30800,
+                              24800,
+                              29200,
+                              31400,
+                              21500,
+                              20600,
+                              27400,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
                               -10000,
                               -10000,
                               -10000
                             ],
                             "Mixed": [
+                              24200,
+                              31800,
+                              30700,
+                              24500,
+                              19300,
+                              25200,
+                              17200,
+                              37600,
+                              30300,
                               -10000,
-                              "NA",
-                              "NA"
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000
                             ],
                             "Other": [
+                              27700,
+                              32700,
+                              26600,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              "NA",
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
                               "NA",
                               "NA",
-                              "NA"
+                              -10000,
+                              -10000
                             ],
                             "Not known": [
+                              20800,
+                              26600,
+                              22300,
                               -10000,
+                              17500,
                               -10000,
-                              "NA"
+                              17200,
+                              -10000,
+                              -10000,
+                              23200,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              "NA",
+                              -10000,
+                              "NA",
+                              -10000
                             ]
                           },
                           "columns": [
@@ -1724,77 +1874,173 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£30,700",
+                                "£24,500",
+                                "£28,500",
+                                "£29,200",
+                                "£24,500",
+                                "£18,600",
                                 "£31,400",
-                                "c"
+                                "£23,700",
+                                "£29,900",
+                                "£28,900",
+                                "£25,600",
+                                "£25,600",
+                                "£26,300",
+                                "£43,800",
+                                "£23,000",
+                                "£28,800",
+                                "£24,600",
+                                "£27,400",
+                                "£37,400",
+                                "£25,200"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
+                                "£21,500",
+                                "£27,700",
+                                "£22,300",
+                                "c",
+                                "£19,000",
+                                "£27,200",
+                                "£22,800",
+                                "£24,100",
+                                "c",
+                                "£23,400",
+                                "£29,600",
+                                "£23,700",
+                                "c",
+                                "c",
                                 "c",
                                 "c",
+                                "c",
+                                "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
+                                "£22,800",
+                                "£29,700",
+                                "£23,700",
+                                "£24,100",
+                                "£18,200",
+                                "£30,800",
+                                "£24,800",
+                                "£29,200",
+                                "£31,400",
+                                "£21,500",
+                                "£20,600",
+                                "£27,400",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "c",
                                 "c",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "£24,200",
+                                "£31,800",
+                                "£30,700",
+                                "£24,500",
+                                "£19,300",
+                                "£25,200",
+                                "£17,200",
+                                "£37,600",
+                                "£30,300",
                                 "c",
-                                "x",
-                                "x"
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "£27,700",
+                                "£32,700",
+                                "£26,600",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "x",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "x",
                                 "x",
-                                "x"
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
+                                "£20,800",
+                                "£26,600",
+                                "£22,300",
+                                "c",
+                                "£17,500",
                                 "c",
+                                "£17,200",
                                 "c",
-                                "x"
+                                "c",
+                                "£23,200",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "x",
+                                "c",
+                                "x",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "3732128c844b25b738b65d8570c5531b",
                           "static": false,
                           "nested": true
                         },
@@ -1817,107 +2063,712 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing"
+                              "Public administration and defence - compulsory social security",
+                              "Public administration and defence - compulsory social security",
+                              "Public administration and defence - compulsory social security"
                             ],
                             "group_name": [
-                              "Manufacture of other food products",
-                              "Manufacture of pharmaceutical preparations",
-                              "Manufacture of medical and dental instruments and supplies",
-                              "Manufacture of bakery and farinaceous products",
-                              "Manufacture of basic pharmaceutical products",
-                              "Manufacture of beverages",
-                              "Manufacture of instruments and appliances for measuring; testing and navigation; watches and clocks",
-                              "Manufacture of other chemical products",
-                              "Processing and preserving of fruit and vegetables",
-                              "Cutting; shaping and finishing of stone",
-                              "Manufacture of air and spacecraft and related machinery",
-                              "Manufacture of articles of concrete; cement and plaster",
-                              "Manufacture of basic chemicals; fertilisers and nitrogen compounds; plastics and synthetic rubber in primary forms",
-                              "Manufacture of basic precious and other non-ferrous metals",
-                              "Manufacture of bodies (coachwork) for motor vehicles; manufacture of trailers and semi-trailers",
-                              "Manufacture of computers and peripheral equipment",
-                              "Manufacture of cutlery; tools and general hardware",
-                              "Manufacture of dairy products",
-                              "Manufacture of electric motors; generators; transformers and electricity distribution and control apparatus",
-                              "Manufacture of furniture",
-                              "Manufacture of games and toys",
-                              "Manufacture of grain mill products; starches and starch products",
-                              "Manufacture of metal forming machinery and machine tools",
-                              "Manufacture of motor vehicles",
-                              "Manufacture of other special-purpose machinery",
-                              "Manufacture of pesticides and other agrochemical products",
-                              "Manufacture of plastics products",
-                              "Manufacture of prepared animal feeds",
-                              "Manufacture of products of wood; cork; straw and plaiting materials",
-                              "Manufacture of rubber products",
-                              "Manufacture of soap and detergents; cleaning and polishing preparations; perfumes and toilet preparations",
-                              "Manufacture of vegetable and animal oils and fats",
-                              "Manufacture of weapons and ammunition",
-                              "Manufacturing n.e.c.",
-                              "Printing and service activities related to printing",
-                              "Processing and preserving of fish; crustaceans and molluscs",
-                              "Processing and preserving of meat and production of meat products",
-                              "Repair of fabricated metal products; machinery and equipment",
-                              "Treatment and coating of metals; machining"
+                              "Provision of services to the community as a whole",
+                              "Administration of the State and the economic and social policy of the community",
+                              "Compulsory social security activities"
                             ],
                             "White": [
-                              33200,
-                              33900,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
+                              29600,
+                              30700,
+                              25900
+                            ],
+                            "Black": [
+                              31000,
+                              31800,
+                              27000
+                            ],
+                            "Asian": [
+                              29200,
+                              31400,
+                              27400
+                            ],
+                            "Mixed": [
+                              30300,
+                              32800,
+                              24500
+                            ],
+                            "Other": [
+                              32500,
+                              32800,
+                              -10000
+                            ],
+                            "Not known": [
+                              32100,
+                              29600,
+                              28100
+                            ]
+                          },
+                          "columns": [
+                            {
+                              "id": "SECTIONNAME",
+                              "name": "Industry",
+                              "type": "character",
+                              "na": "x",
+                              "width": 500
+                            },
+                            {
+                              "id": "group_name",
+                              "name": "3 digit SIC code",
+                              "type": "character",
+                              "na": "x",
+                              "width": 300
+                            },
+                            {
+                              "id": "White",
+                              "name": "White",
+                              "type": "numeric",
+                              "cell": [
+                                "£29,600",
+                                "£30,700",
+                                "£25,900"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
+                            {
+                              "id": "Black",
+                              "name": "Black",
+                              "type": "numeric",
+                              "cell": [
+                                "£31,000",
+                                "£31,800",
+                                "£27,000"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
+                            {
+                              "id": "Asian",
+                              "name": "Asian",
+                              "type": "numeric",
+                              "cell": [
+                                "£29,200",
+                                "£31,400",
+                                "£27,400"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
+                            {
+                              "id": "Mixed",
+                              "name": "Mixed",
+                              "type": "numeric",
+                              "cell": [
+                                "£30,300",
+                                "£32,800",
+                                "£24,500"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
+                            {
+                              "id": "Other",
+                              "name": "Other",
+                              "type": "numeric",
+                              "cell": [
+                                "£32,500",
+                                "£32,800",
+                                "c"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
+                            {
+                              "id": "Not known",
+                              "name": "Not known",
+                              "type": "numeric",
+                              "cell": [
+                                "£32,100",
+                                "£29,600",
+                                "£28,100"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            }
+                          ],
+                          "defaultPageSize": 300,
+                          "outlined": true,
+                          "dataKey": "5d2bc3fdf43439b273d865ac7913ac1f",
+                          "static": false,
+                          "nested": true
+                        },
+                        "children": [
+
+                        ]
+                      }
+                    ]
+                  },
+                  {
+                    "name": "div",
+                    "attribs": {
+                      "style": {
+                        "padding": "16px"
+                      }
+                    },
+                    "children": [
+                      {
+                        "name": "Reactable",
+                        "attribs": {
+                          "data": {
+                            "SECTIONNAME": [
+                              "Financial and insurance activities",
+                              "Financial and insurance activities",
+                              "Financial and insurance activities",
+                              "Financial and insurance activities",
+                              "Financial and insurance activities",
+                              "Financial and insurance activities",
+                              "Financial and insurance activities",
+                              "Financial and insurance activities",
+                              "Financial and insurance activities",
+                              "Financial and insurance activities"
+                            ],
+                            "group_name": [
+                              "Monetary intermediation",
+                              "Activities auxiliary to insurance and pension funding",
+                              "Activities auxiliary to financial services; except insurance and pension funding",
+                              "Insurance",
+                              "Other financial service activities; except insurance and pension funding",
+                              "Fund management activities",
+                              "Pension funding",
+                              "Trusts; funds and similar financial entities",
+                              "Activities of holding companies",
+                              "Reinsurance"
+                            ],
+                            "White": [
+                              40900,
+                              32500,
+                              39800,
+                              31000,
+                              37200,
+                              60600,
+                              14100,
+                              57100,
+                              29400,
+                              47800
+                            ],
+                            "Black": [
+                              33200,
+                              31000,
+                              36500,
+                              35000,
+                              32800,
+                              42000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              "NA"
+                            ],
+                            "Asian": [
+                              36500,
+                              29900,
+                              47400,
+                              36500,
+                              32300,
+                              66000,
+                              -10000,
+                              66400,
+                              -10000,
+                              -10000
+                            ],
+                            "Mixed": [
+                              53500,
+                              34700,
+                              40700,
+                              35000,
+                              45300,
+                              58800,
+                              "NA",
+                              -10000,
+                              -10000,
+                              -10000
+                            ],
+                            "Other": [
+                              39800,
+                              24500,
+                              39400,
+                              -10000,
+                              43300,
+                              -10000,
+                              -10000,
+                              -10000,
+                              "NA",
+                              "NA"
+                            ],
+                            "Not known": [
+                              34700,
+                              25900,
+                              36100,
+                              28100,
+                              27700,
+                              56200,
+                              -10000,
+                              "NA",
+                              -10000,
+                              -10000
+                            ]
+                          },
+                          "columns": [
+                            {
+                              "id": "SECTIONNAME",
+                              "name": "Industry",
+                              "type": "character",
+                              "na": "x",
+                              "width": 500
+                            },
+                            {
+                              "id": "group_name",
+                              "name": "3 digit SIC code",
+                              "type": "character",
+                              "na": "x",
+                              "width": 300
+                            },
+                            {
+                              "id": "White",
+                              "name": "White",
+                              "type": "numeric",
+                              "cell": [
+                                "£40,900",
+                                "£32,500",
+                                "£39,800",
+                                "£31,000",
+                                "£37,200",
+                                "£60,600",
+                                "£14,100",
+                                "£57,100",
+                                "£29,400",
+                                "£47,800"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
+                            {
+                              "id": "Black",
+                              "name": "Black",
+                              "type": "numeric",
+                              "cell": [
+                                "£33,200",
+                                "£31,000",
+                                "£36,500",
+                                "£35,000",
+                                "£32,800",
+                                "£42,000",
+                                "c",
+                                "c",
+                                "c",
+                                "x"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
+                            {
+                              "id": "Asian",
+                              "name": "Asian",
+                              "type": "numeric",
+                              "cell": [
+                                "£36,500",
+                                "£29,900",
+                                "£47,400",
+                                "£36,500",
+                                "£32,300",
+                                "£66,000",
+                                "c",
+                                "£66,400",
+                                "c",
+                                "c"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
+                            {
+                              "id": "Mixed",
+                              "name": "Mixed",
+                              "type": "numeric",
+                              "cell": [
+                                "£53,500",
+                                "£34,700",
+                                "£40,700",
+                                "£35,000",
+                                "£45,300",
+                                "£58,800",
+                                "x",
+                                "c",
+                                "c",
+                                "c"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
+                            {
+                              "id": "Other",
+                              "name": "Other",
+                              "type": "numeric",
+                              "cell": [
+                                "£39,800",
+                                "£24,500",
+                                "£39,400",
+                                "c",
+                                "£43,300",
+                                "c",
+                                "c",
+                                "c",
+                                "x",
+                                "x"
+                              ],
+                              "na": "x",
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+                                "£28,100",
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+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
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+                              "Manufacture of motor vehicles",
+                              "Manufacture of pharmaceutical preparations",
+                              "Manufacture of other food products",
+                              "Manufacture of instruments and appliances for measuring; testing and navigation; watches and clocks",
+                              "Printing and service activities related to printing",
+                              "Manufacture of general-purpose machinery",
+                              "Manufacture of furniture",
+                              "Manufacture of beverages",
+                              "Manufacture of plastics products",
+                              "Manufacture of medical and dental instruments and supplies",
+                              "Manufacture of other general-purpose machinery",
+                              "Building of ships and boats",
+                              "Manufacture of other chemical products",
+                              "Repair of fabricated metal products; machinery and equipment",
+                              "Manufacture of bakery and farinaceous products",
+                              "Manufacture of basic chemicals; fertilisers and nitrogen compounds; plastics and synthetic rubber in primary forms",
+                              "Manufacture of soap and detergents; cleaning and polishing preparations; perfumes and toilet preparations",
+                              "Manufacture of other special-purpose machinery",
+                              "Manufacture of structural metal products",
+                              "Manufacture of weapons and ammunition",
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+                              "Manufacture of parts and accessories for motor vehicles",
+                              "Manufacture of articles of concrete; cement and plaster",
+                              "Manufacture of articles of paper and paperboard ",
+                              "Manufacture of basic precious and other non-ferrous metals",
+                              "Manufacture of electric motors; generators; transformers and electricity distribution and control apparatus",
+                              "Manufacture of products of wood; cork; straw and plaiting materials",
+                              "Manufacture of wearing apparel; except fur apparel",
+                              "Manufacture of other fabricated metal products",
+                              "Manufacture of basic pharmaceutical products",
+                              "Manufacture of prepared animal feeds",
+                              "Manufacturing n.e.c.",
+                              "Manufacture of dairy products",
+                              "Manufacture of electronic components and boards",
+                              "Manufacture of other textiles",
+                              "Installation of industrial machinery and equipment",
+                              "Manufacture of refined petroleum products",
+                              "Manufacture of electric lighting equipment",
+                              "Manufacture of communication equipment",
+                              "Manufacture of computers and peripheral equipment",
+                              "Manufacture of other electrical equipment",
+                              "Manufacture of paints; varnishes and similar coatings; printing ink and mastics",
+                              "Manufacture of basic iron and steel and of ferro-alloys",
+                              "Manufacture of cutlery; tools and general hardware",
+                              "Manufacture of glass and glass products",
+                              "Manufacture of grain mill products; starches and starch products",
+                              "Manufacture of domestic appliances",
+                              "Manufacture of irradiation; electromedical and electrotherapeutic equipment",
+                              "Manufacture of optical instruments and photographic equipment",
+                              "Manufacture of rubber products",
+                              "Manufacture of wiring and wiring devices",
+                              "Manufacture of agricultural and forestry machinery",
+                              "Manufacture of consumer electronics",
+                              "Manufacture of games and toys",
+                              "Manufacture of metal forming machinery and machine tools",
+                              "Manufacture of railway locomotives and rolling stock",
+                              "Manufacture of tanks; reservoirs and containers of metal",
+                              "Forging; pressing; stamping and roll-forming of metal; powder metallurgy",
+                              "Manufacture of bodies (coachwork) for motor vehicles; manufacture of trailers and semi-trailers",
+                              "Manufacture of footwear",
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+                              "Manufacture of clay building materials",
+                              "Manufacture of jewellery; bijouterie and related articles",
+                              "Manufacture of other porcelain and ceramic products",
+                              "Manufacture of sports goods",
+                              "Reproduction of recorded media",
+                              "Cutting; shaping and finishing of stone",
+                              "Manufacture of batteries and accumulators",
+                              "Manufacture of military fighting vehicles",
+                              "Manufacture of musical instruments",
+                              "Manufacture of other products of first processing of steel",
+                              "Manufacture of pesticides and other agrochemical products",
+                              "Manufacture of pulp; paper and paperboard",
+                              "Manufacture of tubes; pipes; hollow profiles and related fittings; of steel",
+                              "Processing and preserving of fish; crustaceans and molluscs",
+                              "Tanning and dressing of leather; manufacture of luggage; handbags; saddlery and harness; dressing and dyeing of fur",
+                              "Weaving of textiles",
+                              "Casting of metals",
+                              "Manufacture of knitted and crocheted apparel",
+                              "Manufacture of refractory products",
+                              "Manufacture of vegetable and animal oils and fats",
+                              "Preparation and spinning of textile fibres",
+                              "Sawmilling and planing of wood",
+                              "Manufacture of cement; lime and plaster",
+                              "Manufacture of magnetic and optical media",
+                              "Manufacture of steam generators; except central heating hot water boilers"
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@@ -2011,69 +3012,91 @@
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@@ -2092,18 +3115,61 @@
                               "NA",
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@@ -2111,6 +3177,7 @@
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@@ -2123,6 +3190,7 @@
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@@ -2137,8 +3205,6 @@
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@@ -2165,10 +3231,80 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£33,200",
+                                "£40,200",
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+                                "£38,300",
+                                "£34,700",
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+                                "£25,200",
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+                                "£33,600",
+                                "£28,100",
+                                "£38,300",
+                                "£35,800",
+                                "£30,300",
+                                "£29,600",
+                                "£33,600",
+                                "£30,700",
+                                "£31,400",
+                                "£49,600",
                                 "£33,900",
+                                "£24,600",
+                                "£25,000",
+                                "£29,200",
+                                "£34,900",
+                                "£30,800",
+                                "£26,300",
+                                "£27,600",
+                                "£32,100",
+                                "£21,200",
+                                "£30,700",
+                                "£49,300",
+                                "£25,600",
+                                "£28,800",
+                                "£33,000",
+                                "£31,400",
+                                "£27,400",
+                                "£28,700",
+                                "£27,700",
+                                "£37,600",
+                                "£37,400",
+                                "£33,200",
+                                "£34,300",
+                                "£31,400",
+                                "£28,500",
+                                "£30,300",
+                                "£30,800",
+                                "£29,900",
+                                "£23,700",
+                                "£33,200",
+                                "£43,800",
+                                "£31,400",
+                                "£27,000",
+                                "£27,400",
+                                "£21,900",
+                                "£37,600",
+                                "£19,700",
+                                "£31,000",
+                                "£31,000",
+                                "£29,900",
+                                "£22,300",
+                                "£19,300",
+                                "£19,700",
                                 "c",
                                 "c",
+                                "£34,500",
                                 "c",
                                 "c",
                                 "c",
@@ -2185,187 +3321,83 @@
                                 "c",
                                 "c",
                                 "c",
+                                "c"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
+                            {
+                              "id": "Black",
+                              "name": "Black",
+                              "type": "numeric",
+                              "cell": [
                                 "c",
+                                "£41,600",
+                                "£37,800",
+                                "£28,100",
                                 "c",
                                 "c",
+                                "£30,300",
                                 "c",
                                 "c",
                                 "c",
+                                "£27,400",
                                 "c",
+                                "x",
+                                "c",
+                                "£31,000",
                                 "c",
                                 "c",
-                                "x",
-                                "x",
                                 "c",
                                 "c",
-                                "x",
                                 "c",
-                                "x",
                                 "c",
                                 "c",
-                                "c"
-                              ],
-                              "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
-                            },
-                            {
-                              "id": "Black",
-                              "name": "Black",
-                              "type": "numeric",
-                              "cell": [
                                 "c",
                                 "c",
-                                "x",
                                 "c",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
-                              ],
-                              "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
-                            },
-                            {
-                              "id": "Asian",
-                              "name": "Asian",
-                              "type": "numeric",
-                              "cell": [
                                 "c",
                                 "c",
                                 "c",
                                 "c",
                                 "c",
-                                "x",
                                 "x",
                                 "c",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
                                 "c",
                                 "x",
-                                "x",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
-                              ],
-                              "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
-                            },
-                            {
-                              "id": "Mixed",
-                              "name": "Mixed",
-                              "type": "numeric",
-                              "cell": [
                                 "c",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
+                                "c",
+                                "c",
+                                "c",
                                 "c",
                                 "x",
-                                "x",
-                                "x"
-                              ],
-                              "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
-                            },
-                            {
-                              "id": "Other",
-                              "name": "Other",
-                              "type": "numeric",
-                              "cell": [
                                 "c",
                                 "c",
-                                "x",
-                                "x",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "c",
                                 "x",
                                 "x",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "x",
+                                "c",
+                                "c",
                                 "x",
+                                "c",
                                 "x",
                                 "x",
                                 "x",
@@ -2375,22 +3407,16 @@
                                 "x",
                                 "x",
                                 "x",
+                                "c",
                                 "x",
+                                "c",
                                 "x",
                                 "x",
                                 "x",
                                 "x",
                                 "x",
                                 "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
+                                "c",
                                 "x",
                                 "x",
                                 "x",
@@ -2398,207 +3424,131 @@
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
-                              "id": "Not known",
-                              "name": "Not known",
+                              "id": "Asian",
+                              "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
+                                "£37,600",
+                                "£38,000",
+                                "£37,400",
+                                "£33,900",
+                                "£34,500",
+                                "£23,400",
+                                "£32,100",
+                                "£22,100",
+                                "c",
+                                "£28,500",
+                                "£27,200",
+                                "£27,000",
+                                "c",
+                                "£31,900",
+                                "£26,600",
+                                "£24,500",
+                                "£34,900",
+                                "c",
+                                "c",
+                                "c",
+                                "£35,800",
+                                "£34,300",
+                                "c",
+                                "c",
+                                "£35,000",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "£23,000",
+                                "c",
+                                "£32,500",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "c",
                                 "x",
                                 "x",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "x",
+                                "c",
+                                "c",
                                 "x",
+                                "c",
                                 "x",
+                                "c",
                                 "x",
                                 "x",
+                                "c",
+                                "c",
                                 "x",
+                                "c",
+                                "c",
                                 "x",
+                                "c",
                                 "x",
+                                "c",
+                                "c",
                                 "x",
+                                "c",
+                                "c",
+                                "c",
                                 "x",
                                 "x",
                                 "x",
                                 "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
+                                "c",
                                 "x",
                                 "x",
                                 "x",
                                 "c",
                                 "x",
-                                "x",
+                                "c",
                                 "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
-                            }
-                          ],
-                          "defaultPageSize": 300,
-                          "outlined": true,
-                          "dataKey": "random_key",
-                          "static": false,
-                          "nested": true
-                        },
-                        "children": [
-
-                        ]
-                      }
-                    ]
-                  },
-                  {
-                    "name": "div",
-                    "attribs": {
-                      "style": {
-                        "padding": "16px"
-                      }
-                    },
-                    "children": [
-                      {
-                        "name": "Reactable",
-                        "attribs": {
-                          "data": {
-                            "SECTIONNAME": [
-                              "Information and communication",
-                              "Information and communication",
-                              "Information and communication",
-                              "Information and communication",
-                              "Information and communication",
-                              "Information and communication",
-                              "Information and communication",
-                              "Information and communication",
-                              "Information and communication",
-                              "Information and communication",
-                              "Information and communication"
-                            ],
-                            "group_name": [
-                              "Computer programming; consultancy and related activities",
-                              "Publishing of books; periodicals and other publishing activities",
-                              "Data processing; hosting and related activities; web portals",
-                              "Motion picture; video and television programme activities",
-                              "Other telecommunications activities",
-                              "Software publishing",
-                              "Other information service activities",
-                              "Satellite telecommunications activities",
-                              "Sound recording and music publishing activities",
-                              "Television programming and broadcasting activities",
-                              "Wireless telecommunications activities"
-                            ],
-                            "White": [
-                              33900,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000
-                            ],
-                            "Black": [
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Asian": [
-                              42700,
-                              -10000,
-                              -10000,
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Mixed": [
-                              -10000,
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Other": [
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Not known": [
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ]
-                          },
-                          "columns": [
-                            {
-                              "id": "SECTIONNAME",
-                              "name": "Industry",
-                              "type": "character",
-                              "na": "x",
-                              "width": 500
-                            },
-                            {
-                              "id": "group_name",
-                              "name": "3 digit SIC code",
-                              "type": "character",
-                              "na": "x",
-                              "width": 300
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
-                              "id": "White",
-                              "name": "White",
+                              "id": "Mixed",
+                              "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "£33,900",
+                                "£35,000",
+                                "£41,600",
+                                "£42,700",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "c",
                                 "c",
                                 "c",
@@ -2608,56 +3558,58 @@
                                 "c",
                                 "c",
                                 "c",
-                                "c"
-                              ],
-                              "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
-                            },
-                            {
-                              "id": "Black",
-                              "name": "Black",
-                              "type": "numeric",
-                              "cell": [
                                 "c",
                                 "x",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "x",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "x",
+                                "c",
                                 "x",
                                 "x",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "x",
+                                "c",
+                                "c",
                                 "x",
+                                "c",
                                 "x",
                                 "x",
-                                "x"
-                              ],
-                              "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
-                            },
-                            {
-                              "id": "Asian",
-                              "name": "Asian",
-                              "type": "numeric",
-                              "cell": [
-                                "£42,700",
                                 "c",
+                                "x",
                                 "c",
                                 "x",
                                 "c",
+                                "c",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
                                 "x",
                                 "x",
                                 "x",
                                 "x",
                                 "x",
-                                "x"
-                              ],
-                              "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
-                            },
-                            {
-                              "id": "Mixed",
-                              "name": "Mixed",
-                              "type": "numeric",
-                              "cell": [
                                 "c",
                                 "c",
                                 "x",
@@ -2668,16 +3620,87 @@
                                 "x",
                                 "x",
                                 "x",
+                                "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "c",
+                                "c",
+                                "c",
+                                "x",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "x",
+                                "c",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "c",
+                                "c",
+                                "c",
+                                "x",
+                                "x",
+                                "c",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "c",
+                                "c",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "c",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "c",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
                                 "x",
                                 "c",
                                 "x",
@@ -2688,10 +3711,20 @@
                                 "x",
                                 "x",
                                 "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
@@ -2699,6 +3732,86 @@
                               "type": "numeric",
                               "cell": [
                                 "c",
+                                "£44,200",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "x",
+                                "x",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "x",
+                                "x",
+                                "c",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "c",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
                                 "x",
                                 "x",
                                 "x",
@@ -2711,12 +3824,12 @@
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "c4b5b05b0069325ebd3f9170a402d147",
                           "static": false,
                           "nested": true
                         },
@@ -2739,84 +3852,76 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Financial and insurance activities",
-                              "Financial and insurance activities",
-                              "Financial and insurance activities",
-                              "Financial and insurance activities",
-                              "Financial and insurance activities",
-                              "Financial and insurance activities",
-                              "Financial and insurance activities",
-                              "Financial and insurance activities"
+                              "Accommodation and food service activities",
+                              "Accommodation and food service activities",
+                              "Accommodation and food service activities",
+                              "Accommodation and food service activities",
+                              "Accommodation and food service activities",
+                              "Accommodation and food service activities",
+                              "Accommodation and food service activities"
                             ],
-                            "group_name": [
-                              "Monetary intermediation",
-                              "Activities auxiliary to insurance and pension funding",
-                              "Activities auxiliary to financial services; except insurance and pension funding",
-                              "Fund management activities",
-                              "Insurance",
-                              "Other financial service activities; except insurance and pension funding",
-                              "Pension funding",
-                              "Activities of holding companies"
+                            "group_name": [
+                              "Restaurants and mobile food service activities",
+                              "Beverage serving activities",
+                              "Hotels and similar accommodation",
+                              "Event catering and other food service activities",
+                              "Camping grounds; recreational vehicle parks and trailer parks",
+                              "Holiday and other short-stay accommodation",
+                              "Other accommodation"
                             ],
                             "White": [
-                              42000,
-                              29600,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              "NA"
+                              17500,
+                              17500,
+                              19700,
+                              23400,
+                              19000,
+                              18100,
+                              24300
                             ],
                             "Black": [
+                              16400,
+                              17500,
+                              19700,
+                              21500,
                               -10000,
                               -10000,
-                              "NA",
-                              "NA",
-                              -10000,
-                              -10000,
-                              "NA",
-                              "NA"
+                              23400
                             ],
                             "Asian": [
-                              28100,
-                              -10000,
-                              -10000,
-                              "NA",
+                              16400,
+                              21200,
+                              19000,
+                              23300,
                               -10000,
                               -10000,
-                              "NA",
                               -10000
                             ],
                             "Mixed": [
+                              16400,
+                              17200,
+                              19700,
+                              23700,
                               -10000,
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA",
                               -10000,
-                              "NA",
                               "NA"
                             ],
                             "Other": [
+                              14600,
+                              -10000,
+                              -10000,
+                              -10000,
                               "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
+                              -10000,
                               "NA"
                             ],
                             "Not known": [
+                              14400,
+                              17200,
+                              16800,
+                              21400,
                               -10000,
                               -10000,
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              -10000
                             ]
                           },
                           "columns": [
@@ -2839,107 +3944,101 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£42,000",
-                                "£29,600",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "x"
+                                "£17,500",
+                                "£17,500",
+                                "£19,700",
+                                "£23,400",
+                                "£19,000",
+                                "£18,100",
+                                "£24,300"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
+                                "£16,400",
+                                "£17,500",
+                                "£19,700",
+                                "£21,500",
                                 "c",
                                 "c",
-                                "x",
-                                "x",
-                                "c",
-                                "c",
-                                "x",
-                                "x"
+                                "£23,400"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "£28,100",
-                                "c",
-                                "c",
-                                "x",
+                                "£16,400",
+                                "£21,200",
+                                "£19,000",
+                                "£23,300",
                                 "c",
                                 "c",
-                                "x",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "£16,400",
+                                "£17,200",
+                                "£19,700",
+                                "£23,700",
                                 "c",
-                                "x",
-                                "x",
-                                "c",
-                                "x",
                                 "c",
-                                "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "£14,600",
+                                "c",
+                                "c",
+                                "c",
                                 "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
+                                "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
+                                "£14,400",
+                                "£17,200",
+                                "£16,800",
+                                "£21,400",
                                 "c",
                                 "c",
-                                "x",
-                                "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "3d0b94a12d324d4264b5a378341ba8bd",
                           "static": false,
                           "nested": true
                         },
@@ -2970,52 +4069,52 @@
                             ],
                             "group_name": [
                               "Sports activities",
-                              "Amusement and recreation activities",
                               "Creative; arts and entertainment activities",
+                              "Libraries; archives; museums and other cultural activities",
                               "Gambling and betting activities",
-                              "Libraries; archives; museums and other cultural activities"
+                              "Amusement and recreation activities"
                             ],
                             "White": [
-                              28800,
-                              -10000,
-                              -10000,
-                              "NA",
-                              -10000
+                              23700,
+                              22600,
+                              20800,
+                              28100,
+                              19300
                             ],
                             "Black": [
+                              23400,
+                              25900,
                               -10000,
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA"
+                              19700,
+                              -10000
                             ],
                             "Asian": [
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              23500,
+                              27000,
+                              22600,
+                              24600,
+                              -10000
                             ],
                             "Mixed": [
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              22400,
+                              22300,
+                              19700,
+                              25400,
+                              -10000
                             ],
                             "Other": [
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              24800,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000
                             ],
                             "Not known": [
+                              21500,
+                              19000,
+                              22300,
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              -10000
                             ]
                           },
                           "columns": [
@@ -3038,89 +4137,89 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£28,800",
-                                "c",
-                                "c",
-                                "x",
-                                "c"
+                                "£23,700",
+                                "£22,600",
+                                "£20,800",
+                                "£28,100",
+                                "£19,300"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
+                                "£23,400",
+                                "£25,900",
                                 "c",
-                                "x",
-                                "x",
-                                "c",
-                                "x"
+                                "£19,700",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "£23,500",
+                                "£27,000",
+                                "£22,600",
+                                "£24,600",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "£22,400",
+                                "£22,300",
+                                "£19,700",
+                                "£25,400",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "£24,800",
+                                "c",
+                                "c",
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
+                                "£21,500",
+                                "£19,000",
+                                "£22,300",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "da51490eb0a9e9d282520a82e992021a",
                           "static": false,
                           "nested": true
                         },
@@ -3143,61 +4242,117 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Accommodation and food service activities",
-                              "Accommodation and food service activities",
-                              "Accommodation and food service activities",
-                              "Accommodation and food service activities",
-                              "Accommodation and food service activities",
-                              "Accommodation and food service activities",
-                              "Accommodation and food service activities"
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage"
                             ],
                             "group_name": [
-                              "Beverage serving activities",
-                              "Restaurants and mobile food service activities",
-                              "Event catering and other food service activities",
-                              "Hotels and similar accommodation",
-                              "Camping grounds; recreational vehicle parks and trailer parks",
-                              "Holiday and other short-stay accommodation",
-                              "Other accommodation"
+                              "Support activities for transportation",
+                              "Warehousing and storage",
+                              "Other passenger land transport ",
+                              "Passenger air transport",
+                              "Other postal and courier activities",
+                              "Postal activities under universal service obligation",
+                              "Freight transport by road and removal services",
+                              "Passenger rail transport; interurban",
+                              "Sea and coastal passenger water transport",
+                              "Sea and coastal freight water transport",
+                              "Freight air transport and space transport",
+                              "Freight rail transport",
+                              "Inland passenger water transport",
+                              "Transport via pipeline",
+                              "Inland freight water transport"
                             ],
                             "White": [
-                              23000,
-                              18600,
+                              31000,
+                              31800,
+                              32300,
+                              29200,
+                              30300,
+                              25200,
+                              25200,
+                              33600,
+                              22600,
+                              32800,
                               -10000,
                               -10000,
                               -10000,
-                              "NA",
-                              "NA"
+                              -10000,
+                              -10000
                             ],
                             "Black": [
-                              "NA",
+                              26500,
+                              25700,
+                              32500,
+                              24500,
+                              29600,
+                              34700,
+                              27400,
+                              31600,
                               "NA",
                               -10000,
+                              -10000,
                               "NA",
                               "NA",
-                              "NA",
-                              -10000
+                              -10000,
+                              "NA"
                             ],
                             "Asian": [
+                              28800,
+                              29200,
+                              31800,
+                              25200,
+                              27300,
+                              24800,
+                              27600,
+                              32500,
                               "NA",
                               -10000,
-                              -10000,
-                              -10000,
                               "NA",
+                              -10000,
                               "NA",
+                              -10000,
                               "NA"
                             ],
                             "Mixed": [
+                              30700,
+                              31400,
+                              34900,
+                              22300,
+                              20800,
+                              -10000,
                               -10000,
                               -10000,
-                              "NA",
                               -10000,
                               "NA",
                               "NA",
+                              "NA",
+                              "NA",
+                              "NA",
                               "NA"
                             ],
                             "Other": [
+                              28500,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
                               "NA",
+                              -10000,
                               "NA",
                               "NA",
                               "NA",
@@ -3206,12 +4361,20 @@
                               "NA"
                             ],
                             "Not known": [
+                              28500,
+                              28100,
+                              34500,
+                              -10000,
+                              59900,
                               -10000,
+                              -10000,
+                              33000,
+                              "NA",
+                              "NA",
                               "NA",
                               "NA",
                               "NA",
                               "NA",
-                              -10000,
                               "NA"
                             ]
                           },
@@ -3235,71 +4398,111 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£23,000",
-                                "£18,600",
+                                "£31,000",
+                                "£31,800",
+                                "£32,300",
+                                "£29,200",
+                                "£30,300",
+                                "£25,200",
+                                "£25,200",
+                                "£33,600",
+                                "£22,600",
+                                "£32,800",
                                 "c",
                                 "c",
                                 "c",
-                                "x",
-                                "x"
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "x",
+                                "£26,500",
+                                "£25,700",
+                                "£32,500",
+                                "£24,500",
+                                "£29,600",
+                                "£34,700",
+                                "£27,400",
+                                "£31,600",
                                 "x",
                                 "c",
+                                "c",
                                 "x",
                                 "x",
-                                "x",
-                                "c"
+                                "c",
+                                "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
+                                "£28,800",
+                                "£29,200",
+                                "£31,800",
+                                "£25,200",
+                                "£27,300",
+                                "£24,800",
+                                "£27,600",
+                                "£32,500",
                                 "x",
                                 "c",
-                                "c",
-                                "c",
                                 "x",
+                                "c",
                                 "x",
+                                "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "£30,700",
+                                "£31,400",
+                                "£34,900",
+                                "£22,300",
+                                "£20,800",
+                                "c",
                                 "c",
                                 "c",
-                                "x",
                                 "c",
                                 "x",
                                 "x",
+                                "x",
+                                "x",
+                                "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "£28,500",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "x",
+                                "c",
                                 "x",
                                 "x",
                                 "x",
@@ -3308,28 +4511,36 @@
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
+                                "£28,500",
+                                "£28,100",
+                                "£34,500",
+                                "c",
+                                "£59,900",
                                 "c",
+                                "c",
+                                "£33,000",
+                                "x",
+                                "x",
                                 "x",
                                 "x",
                                 "x",
                                 "x",
-                                "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "61379e38d8254173c80a23bc2686db4c",
                           "static": false,
                           "nested": true
                         },
@@ -3352,83 +4563,91 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Transportation and storage",
-                              "Transportation and storage",
-                              "Transportation and storage",
-                              "Transportation and storage",
-                              "Transportation and storage",
-                              "Transportation and storage",
-                              "Transportation and storage",
-                              "Transportation and storage"
+                              "Construction",
+                              "Construction",
+                              "Construction",
+                              "Construction",
+                              "Construction",
+                              "Construction",
+                              "Construction",
+                              "Construction",
+                              "Construction"
                             ],
                             "group_name": [
-                              "Support activities for transportation",
-                              "Warehousing and storage",
-                              "Freight transport by road and removal services",
-                              "Other passenger land transport ",
-                              "Other postal and courier activities",
-                              "Passenger air transport",
-                              "Passenger rail transport; interurban",
-                              "Postal activities under universal service obligation"
+                              "Construction of residential and non-residential buildings",
+                              "Construction of other civil engineering projects",
+                              "Electrical; plumbing and other construction installation activities",
+                              "Development of building projects",
+                              "Building completion and finishing",
+                              "Construction of utility projects",
+                              "Other specialised construction activities",
+                              "Construction of roads and railways",
+                              "Demolition and site preparation"
                             ],
                             "White": [
+                              40900,
+                              40200,
+                              25600,
+                              40900,
+                              28100,
+                              35800,
+                              29900,
+                              36100,
+                              31000
+                            ],
+                            "Black": [
+                              35000,
+                              35400,
+                              29600,
+                              46700,
                               -10000,
+                              32800,
                               -10000,
                               -10000,
+                              -10000
+                            ],
+                            "Asian": [
+                              38500,
+                              37600,
+                              26800,
+                              38500,
+                              23400,
+                              32500,
                               -10000,
                               -10000,
-                              -10000,
-                              -10000,
-                              -10000
+                              "NA"
                             ],
-                            "Black": [
-                              "NA",
+                            "Mixed": [
+                              36300,
+                              37200,
                               -10000,
+                              35400,
                               -10000,
                               -10000,
-                              "NA",
                               -10000,
                               -10000,
-                              "NA"
+                              -10000
                             ],
-                            "Asian": [
+                            "Other": [
+                              38000,
                               -10000,
                               -10000,
-                              "NA",
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              -10000
-                            ],
-                            "Mixed": [
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Other": [
-                              "NA",
-                              "NA",
-                              "NA",
                               -10000,
                               "NA",
-                              "NA",
-                              "NA",
                               "NA"
                             ],
                             "Not known": [
-                              "NA",
-                              "NA",
-                              "NA",
+                              44200,
+                              34700,
+                              27200,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
                               "NA"
                             ]
                           },
@@ -3452,107 +4671,113 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c"
+                                "£40,900",
+                                "£40,200",
+                                "£25,600",
+                                "£40,900",
+                                "£28,100",
+                                "£35,800",
+                                "£29,900",
+                                "£36,100",
+                                "£31,000"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "c",
-                                "c",
+                                "£35,000",
+                                "£35,400",
+                                "£29,600",
+                                "£46,700",
                                 "c",
-                                "x",
+                                "£32,800",
                                 "c",
                                 "c",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
+                                "£38,500",
+                                "£37,600",
+                                "£26,800",
+                                "£38,500",
+                                "£23,400",
+                                "£32,500",
                                 "c",
                                 "c",
-                                "x",
-                                "c",
-                                "x",
-                                "x",
-                                "x",
-                                "c"
+                                "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "£36,300",
+                                "£37,200",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
+                                "£35,400",
                                 "c",
-                                "x",
-                                "x",
-                                "x"
+                                "c",
+                                "c",
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x",
-                                "x",
+                                "£38,000",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "c",
-                                "x",
-                                "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x",
-                                "x",
+                                "£44,200",
+                                "£34,700",
+                                "£27,200",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "9c5fa588ed435d4d060f8fdaf140c1f6",
                           "static": false,
                           "nested": true
                         },
@@ -3575,44 +4800,68 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
+                              "Other service activities",
+                              "Other service activities",
+                              "Other service activities",
                               "Other service activities",
                               "Other service activities",
                               "Other service activities"
                             ],
                             "group_name": [
-                              "Other personal service activities",
                               "Activities of other membership organisations",
-                              "Activities of business; employers and professional membership organisations"
+                              "Other personal service activities",
+                              "Activities of business; employers and professional membership organisations",
+                              "Repair of computers and communication equipment",
+                              "Activities of trade unions",
+                              "Repair of personal and household goods"
                             ],
                             "White": [
-                              24800,
-                              -10000,
-                              -10000
+                              23000,
+                              24300,
+                              30300,
+                              34300,
+                              36800,
+                              18200
                             ],
                             "Black": [
-                              "NA",
+                              23000,
+                              27400,
+                              29200,
+                              -10000,
                               -10000,
                               -10000
                             ],
                             "Asian": [
-                              -10000,
+                              23400,
+                              22800,
+                              30300,
+                              28100,
                               -10000,
                               -10000
                             ],
                             "Mixed": [
-                              "NA",
-                              "NA",
+                              22600,
+                              29900,
+                              29700,
+                              -10000,
+                              -10000,
                               "NA"
                             ],
                             "Other": [
                               -10000,
-                              "NA",
+                              15300,
+                              -10000,
+                              -10000,
+                              -10000,
                               "NA"
                             ],
                             "Not known": [
+                              23700,
+                              24500,
+                              32800,
                               -10000,
                               -10000,
-                              "NA"
+                              -10000
                             ]
                           },
                           "columns": [
@@ -3635,48 +4884,60 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£24,800",
-                                "c",
-                                "c"
+                                "£23,000",
+                                "£24,300",
+                                "£30,300",
+                                "£34,300",
+                                "£36,800",
+                                "£18,200"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "x",
+                                "£23,000",
+                                "£27,400",
+                                "£29,200",
+                                "c",
                                 "c",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "c",
+                                "£23,400",
+                                "£22,800",
+                                "£30,300",
+                                "£28,100",
                                 "c",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x",
+                                "£22,600",
+                                "£29,900",
+                                "£29,700",
+                                "c",
+                                "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
@@ -3684,28 +4945,34 @@
                               "type": "numeric",
                               "cell": [
                                 "c",
-                                "x",
+                                "£15,300",
+                                "c",
+                                "c",
+                                "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
+                                "£23,700",
+                                "£24,500",
+                                "£32,800",
                                 "c",
                                 "c",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "d44bd26c76c0741e399078a80d883d24",
                           "static": false,
                           "nested": true
                         },
@@ -3728,35 +4995,43 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
+                              "Real estate activities",
                               "Real estate activities",
                               "Real estate activities"
                             ],
                             "group_name": [
                               "Real estate activities on a fee or contract basis",
-                              "Renting and operating of own or leased real estate"
+                              "Renting and operating of own or leased real estate",
+                              "Buying and selling of own real estate"
                             ],
                             "White": [
-                              -10000,
-                              23700
+                              31000,
+                              26300,
+                              31400
                             ],
                             "Black": [
-                              -10000,
+                              28500,
+                              26600,
                               -10000
                             ],
                             "Asian": [
-                              -10000,
+                              27700,
+                              27600,
                               "NA"
                             ],
                             "Mixed": [
-                              -10000,
-                              "NA"
+                              28500,
+                              29200,
+                              -10000
                             ],
                             "Other": [
-                              "NA",
+                              29900,
+                              -10000,
                               "NA"
                             ],
                             "Not known": [
-                              "NA",
+                              26100,
+                              27000,
                               "NA"
                             ]
                           },
@@ -3780,71 +5055,77 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "£23,700"
+                                "£31,000",
+                                "£26,300",
+                                "£31,400"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "c",
+                                "£28,500",
+                                "£26,600",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "c",
+                                "£27,700",
+                                "£27,600",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "x"
+                                "£28,500",
+                                "£29,200",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
-                                "x",
+                                "£29,900",
+                                "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "x",
+                                "£26,100",
+                                "£27,000",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "701f527a04b49f8c9750b51cd66ec561",
                           "static": false,
                           "nested": true
                         },
@@ -3867,67 +5148,43 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Construction",
-                              "Construction",
-                              "Construction",
-                              "Construction",
-                              "Construction",
-                              "Construction"
+                              "Electricity, gas, steam and air conditioning supply",
+                              "Electricity, gas, steam and air conditioning supply",
+                              "Electricity, gas, steam and air conditioning supply"
                             ],
                             "group_name": [
-                              "Construction of residential and non-residential buildings",
-                              "Electrical; plumbing and other construction installation activities",
-                              "Building completion and finishing",
-                              "Construction of other civil engineering projects",
-                              "Demolition and site preparation",
-                              "Other specialised construction activities"
+                              "Electric power generation; transmission and distribution",
+                              "Manufacture of gas; distribution of gaseous fuels through mains",
+                              "Steam and air conditioning supply"
                             ],
                             "White": [
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
+                              35000,
+                              43000,
                               -10000
                             ],
                             "Black": [
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
+                              26400,
+                              36600,
                               "NA"
                             ],
                             "Asian": [
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
+                              26600,
+                              38900,
                               "NA"
                             ],
                             "Mixed": [
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
+                              27400,
+                              -10000,
                               "NA"
                             ],
                             "Other": [
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
+                              -10000,
+                              -10000,
                               "NA"
                             ],
                             "Not known": [
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
+                              31000,
+                              -10000,
                               "NA"
                             ]
                           },
@@ -3951,95 +5208,77 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
+                                "£35,000",
+                                "£43,000",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "c",
-                                "x",
-                                "x",
-                                "x",
+                                "£26,400",
+                                "£36,600",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
+                                "£26,600",
+                                "£38,900",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
+                                "£27,400",
+                                "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
+                                "c",
+                                "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
+                                "£31,000",
+                                "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "e25c16fa5058aaeeecd7e84daabd8802",
                           "static": false,
                           "nested": true
                         },
@@ -4062,36 +5301,68 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
+                              "Water supply - sewerage, waste management and remediation activities",
+                              "Water supply - sewerage, waste management and remediation activities",
+                              "Water supply - sewerage, waste management and remediation activities",
+                              "Water supply - sewerage, waste management and remediation activities",
                               "Water supply - sewerage, waste management and remediation activities",
                               "Water supply - sewerage, waste management and remediation activities"
                             ],
                             "group_name": [
+                              "Water collection; treatment and supply",
                               "Waste collection",
-                              "Water collection; treatment and supply"
+                              "Sewerage",
+                              "Waste treatment and disposal",
+                              "Materials recovery",
+                              "Remediation activities and other waste management services"
                             ],
                             "White": [
-                              -10000,
-                              -10000
+                              31800,
+                              28500,
+                              32300,
+                              29000,
+                              26300,
+                              25600
                             ],
                             "Black": [
-                              "NA",
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
                               "NA"
                             ],
                             "Asian": [
-                              "NA",
-                              "NA"
+                              34300,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000
                             ],
                             "Mixed": [
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
                               "NA",
                               "NA"
                             ],
                             "Other": [
+                              -10000,
+                              -10000,
+                              -10000,
+                              "NA",
                               "NA",
                               "NA"
                             ],
                             "Not known": [
-                              "NA",
-                              -10000
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              "NA"
                             ]
                           },
                           "columns": [
@@ -4114,71 +5385,95 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "c"
+                                "£31,800",
+                                "£28,500",
+                                "£32,300",
+                                "£29,000",
+                                "£26,300",
+                                "£25,600"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "x",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x"
+                                "£34,300",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "c",
+                                "c",
+                                "c",
+                                "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "c"
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "923e1ac5c10d203ac47ba5f8bfb99319",
                           "static": false,
                           "nested": true
                         },
@@ -4201,34 +5496,98 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Electricity, gas, steam and air conditioning supply",
-                              "Electricity, gas, steam and air conditioning supply"
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing"
                             ],
                             "group_name": [
-                              "Electric power generation; transmission and distribution",
-                              "Manufacture of gas; distribution of gaseous fuels through mains"
+                              "Animal production",
+                              "Growing of non-perennial crops",
+                              "Support activities to agriculture and post-harvest crop activities",
+                              "Mixed farming",
+                              "Silviculture and other forestry activities",
+                              "Growing of perennial crops",
+                              "Aquaculture",
+                              "Plant propagation",
+                              "Logging",
+                              "Support services to forestry"
                             ],
                             "White": [
+                              21500,
+                              23700,
+                              20100,
+                              27000,
+                              25200,
+                              20400,
+                              -10000,
+                              -10000,
                               -10000,
                               -10000
                             ],
                             "Black": [
                               -10000,
-                              -10000
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA"
                             ],
                             "Asian": [
+                              -10000,
+                              "NA",
+                              -10000,
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
                               "NA",
                               "NA"
                             ],
                             "Mixed": [
+                              "NA",
+                              -10000,
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              -10000,
                               "NA",
                               "NA"
                             ],
                             "Other": [
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
                               "NA",
                               "NA"
                             ],
                             "Not known": [
+                              -10000,
+                              -10000,
+                              -10000,
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
                               "NA",
                               "NA"
                             ]
@@ -4253,11 +5612,19 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
+                                "£21,500",
+                                "£23,700",
+                                "£20,100",
+                                "£27,000",
+                                "£25,200",
+                                "£20,400",
+                                "c",
+                                "c",
                                 "c",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
@@ -4265,59 +5632,99 @@
                               "type": "numeric",
                               "cell": [
                                 "c",
-                                "c"
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
+                                "c",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "c",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
+                                "c",
+                                "c",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "0456fba48981e97a1bd1169e994cd1b1",
                           "static": false,
                           "nested": true
                         },
@@ -4346,22 +5753,22 @@
                               "Activities of households as employers of domestic personnel"
                             ],
                             "White": [
-                              "NA"
+                              20800
                             ],
                             "Black": [
-                              "NA"
+                              17900
                             ],
                             "Asian": [
-                              -10000
+                              13900
                             ],
                             "Mixed": [
-                              "NA"
+                              -10000
                             ],
                             "Other": [
-                              "NA"
+                              -10000
                             ],
                             "Not known": [
-                              "NA"
+                              18200
                             ]
                           },
                           "columns": [
@@ -4384,65 +5791,65 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "x"
+                                "£20,800"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "x"
+                                "£17,900"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "c"
+                                "£13,900"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "x"
+                                "£18,200"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "23ab3efe1f129adee5e465b805665c26",
                           "static": false,
                           "nested": true
                         },
@@ -4465,36 +5872,76 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Agriculture, forestry and fishing",
-                              "Agriculture, forestry and fishing"
+                              "Mining and quarrying",
+                              "Mining and quarrying",
+                              "Mining and quarrying",
+                              "Mining and quarrying",
+                              "Mining and quarrying",
+                              "Mining and quarrying",
+                              "Mining and quarrying"
                             ],
                             "group_name": [
-                              "Animal production",
-                              "Support activities to agriculture and post-harvest crop activities"
+                              "Quarrying of stone; sand and clay",
+                              "Support activities for petroleum and natural gas extraction",
+                              "Extraction of crude petroleum",
+                              "Mining and quarrying n.e.c.",
+                              "Extraction of natural gas",
+                              "Mining of hard coal",
+                              "Support activities for other mining and quarrying"
                             ],
                             "White": [
+                              31000,
+                              73900,
+                              54000,
+                              -10000,
+                              -10000,
                               -10000,
                               -10000
                             ],
                             "Black": [
+                              -10000,
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
                               "NA",
                               "NA"
                             ],
                             "Asian": [
+                              "NA",
+                              -10000,
+                              -10000,
+                              "NA",
+                              "NA",
                               "NA",
                               "NA"
                             ],
                             "Mixed": [
+                              "NA",
+                              -10000,
+                              "NA",
+                              "NA",
+                              "NA",
                               "NA",
                               "NA"
                             ],
                             "Other": [
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
                               "NA",
                               "NA"
                             ],
                             "Not known": [
                               "NA",
-                              -10000
+                              -10000,
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA"
                             ]
                           },
                           "columns": [
@@ -4517,55 +5964,80 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
+                                "£31,000",
+                                "£73,900",
+                                "£54,000",
+                                "c",
+                                "c",
                                 "c",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
+                                "x",
+                                "c",
+                                "c",
+                                "x",
+                                "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
@@ -4573,15 +6045,20 @@
                               "type": "numeric",
                               "cell": [
                                 "x",
-                                "c"
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "27a30091c16748ac0d39f6467e78d2f3",
                           "static": false,
                           "nested": true
                         },
@@ -4604,28 +6081,28 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Mining and quarrying"
+                              "Activities of extraterritorial organisations and bodies"
                             ],
                             "group_name": [
-                              "Support activities for petroleum and natural gas extraction"
+                              "Activities of extraterritorial organisations and bodies"
                             ],
                             "White": [
                               -10000
                             ],
                             "Black": [
-                              "NA"
+                              -10000
                             ],
                             "Asian": [
                               -10000
                             ],
                             "Mixed": [
-                              "NA"
+                              -10000
                             ],
                             "Other": [
-                              "NA"
+                              -10000
                             ],
                             "Not known": [
-                              "NA"
+                              -10000
                             ]
                           },
                           "columns": [
@@ -4651,17 +6128,17 @@
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
@@ -4671,42 +6148,42 @@
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "6958a12a02f376dc60ab3f022fbf3f54",
                           "static": false,
                           "nested": true
                         },
@@ -4735,22 +6212,22 @@
                               "Not known"
                             ],
                             "White": [
-                              20500
+                              19300
                             ],
                             "Black": [
-                              12400
+                              13500
                             ],
                             "Asian": [
-                              16800
+                              19300
                             ],
                             "Mixed": [
-                              16700
+                              17900
                             ],
                             "Other": [
-                              -10000
+                              13300
                             ],
                             "Not known": [
-                              22300
+                              13900
                             ]
                           },
                           "columns": [
@@ -4773,65 +6250,65 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£20,500"
+                                "£19,300"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "£12,400"
+                                "£13,500"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "£16,800"
+                                "£19,300"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "£16,700"
+                                "£17,900"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
-                                "c"
+                                "£13,300"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "£22,300"
+                                "£13,900"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "00d52611481e981a55a6abc0360fa0e4",
                           "static": false,
                           "nested": true
                         },
@@ -4872,31 +6349,32 @@
                   "fontWeight": "bold"
                 },
                 "cell": [
-                  "£29,900",
+                  "£29,600",
                   "£27,700",
-                  "£28,800",
-                  "£32,100",
-                  "£26,300",
-                  "£30,300",
-                  "£32,500",
                   "£32,800",
-                  "£33,400",
-                  "£28,100",
-                  "£21,900",
-                  "£29,600",
-                  "£23,000",
-                  "£24,100",
-                  "£31,000",
-                  "c",
-                  "c",
-                  "x",
-                  "c",
+                  "£24,500",
+                  "£33,900",
+                  "£26,300",
+                  "£29,900",
+                  "£38,000",
+                  "£33,600",
+                  "£18,200",
+                  "£22,600",
+                  "£29,900",
+                  "£36,100",
+                  "£25,200",
+                  "£29,200",
+                  "£37,600",
+                  "£30,700",
+                  "£23,700",
+                  "£20,800",
+                  "£44,900",
                   "c",
-                  "£20,500"
+                  "£19,300"
                 ],
-                "footer": "4,405",
+                "footer": "154,335",
                 "na": "x",
-                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
               },
               {
                 "id": "Black",
@@ -4906,31 +6384,32 @@
                   "fontWeight": "bold"
                 },
                 "cell": [
-                  "£29,600",
                   "£30,700",
-                  "£21,500",
-                  "£28,100",
-                  "£23,000",
+                  "£27,700",
+                  "£29,900",
+                  "£22,600",
+                  "£33,200",
+                  "£23,400",
                   "£31,000",
+                  "£33,900",
+                  "£30,800",
+                  "£19,300",
+                  "£22,600",
+                  "£28,800",
+                  "£33,900",
+                  "£27,400",
+                  "£27,600",
+                  "£29,000",
+                  "£28,100",
                   "c",
+                  "£17,900",
                   "c",
                   "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "c",
-                  "x",
-                  "x",
-                  "x",
-                  "£12,400"
+                  "£13,500"
                 ],
-                "footer": "490",
+                "footer": "12,890",
                 "na": "x",
-                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
               },
               {
                 "id": "Asian",
@@ -4940,31 +6419,32 @@
                   "fontWeight": "bold"
                 },
                 "cell": [
+                  "£34,300",
+                  "£27,400",
+                  "£32,100",
+                  "£25,600",
+                  "£35,800",
+                  "£24,800",
                   "£29,900",
+                  "£38,700",
+                  "£32,800",
+                  "£18,200",
+                  "£24,100",
+                  "£28,500",
+                  "£33,900",
                   "£26,600",
-                  "£36,900",
-                  "£35,000",
-                  "£26,900",
-                  "c",
-                  "£29,200",
-                  "£40,200",
-                  "£26,300",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
+                  "£27,700",
+                  "£31,800",
+                  "£27,400",
                   "c",
-                  "x",
-                  "x",
-                  "x",
+                  "£13,900",
                   "c",
-                  "x",
                   "c",
-                  "£16,800"
+                  "£19,300"
                 ],
-                "footer": "820",
+                "footer": "21,955",
                 "na": "x",
-                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
               },
               {
                 "id": "Mixed",
@@ -4974,31 +6454,32 @@
                   "fontWeight": "bold"
                 },
                 "cell": [
-                  "£32,500",
-                  "£25,900",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
+                  "£32,100",
+                  "£27,700",
+                  "£33,400",
+                  "£24,500",
+                  "£33,900",
+                  "£26,600",
+                  "£31,400",
+                  "£42,000",
+                  "£33,200",
+                  "£18,200",
+                  "£22,000",
+                  "£29,600",
+                  "£36,100",
+                  "£28,800",
+                  "£28,500",
+                  "£28,800",
+                  "£30,700",
                   "c",
                   "c",
                   "c",
-                  "x",
                   "c",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "£16,700"
+                  "£17,900"
                 ],
-                "footer": "170",
+                "footer": "6,905",
                 "na": "x",
-                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
               },
               {
                 "id": "Other",
@@ -5008,31 +6489,32 @@
                   "fontWeight": "bold"
                 },
                 "cell": [
-                  "£29,900",
-                  "c",
-                  "c",
+                  "£33,600",
+                  "£28,300",
+                  "£33,200",
+                  "£22,600",
+                  "£35,800",
+                  "£27,700",
+                  "£31,800",
+                  "£40,900",
+                  "£35,400",
+                  "£15,300",
+                  "£22,800",
+                  "£28,500",
+                  "£36,100",
+                  "£26,800",
+                  "£29,200",
                   "c",
                   "c",
                   "x",
                   "c",
-                  "c",
-                  "x",
-                  "x",
                   "x",
                   "c",
-                  "c",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "c"
+                  "£13,300"
                 ],
-                "footer": "50",
+                "footer": "2,120",
                 "na": "x",
-                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
               },
               {
                 "id": "Not known",
@@ -5042,37 +6524,38 @@
                   "fontWeight": "bold"
                 },
                 "cell": [
-                  "£29,600",
-                  "£25,200",
-                  "£20,400",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
+                  "£29,900",
+                  "£26,300",
+                  "£32,100",
+                  "£20,800",
+                  "£33,600",
+                  "£23,000",
+                  "£30,300",
+                  "£32,100",
+                  "£31,800",
+                  "£17,200",
+                  "£21,400",
+                  "£29,700",
+                  "£33,200",
+                  "£24,300",
+                  "£26,800",
+                  "£32,100",
+                  "£30,300",
                   "c",
-                  "x",
-                  "x",
+                  "£18,200",
                   "c",
-                  "x",
-                  "x",
                   "c",
-                  "x",
-                  "£22,300"
+                  "£13,900"
                 ],
-                "footer": "185",
+                "footer": "4,730",
                 "na": "x",
-                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
               }
             ],
             "defaultPageSize": 22,
             "showSortable": true,
             "height": "600px",
-            "dataKey": "random_key",
+            "dataKey": "6a7b8080c44fc3389c254e1fc185683f",
             "static": false
           },
           "children": [
@@ -5208,6 +6691,12 @@
         "tag.attribs.columns.0.details.20.children.0.attribs.columns.5.style",
         "tag.attribs.columns.0.details.20.children.0.attribs.columns.6.style",
         "tag.attribs.columns.0.details.20.children.0.attribs.columns.7.style",
+        "tag.attribs.columns.0.details.21.children.0.attribs.columns.2.style",
+        "tag.attribs.columns.0.details.21.children.0.attribs.columns.3.style",
+        "tag.attribs.columns.0.details.21.children.0.attribs.columns.4.style",
+        "tag.attribs.columns.0.details.21.children.0.attribs.columns.5.style",
+        "tag.attribs.columns.0.details.21.children.0.attribs.columns.6.style",
+        "tag.attribs.columns.0.details.21.children.0.attribs.columns.7.style",
         "tag.attribs.columns.3.style",
         "tag.attribs.columns.4.style",
         "tag.attribs.columns.5.style",
@@ -5222,7 +6711,7 @@
 
       ]
     },
-    "crosstab_text": "For first degree graduates of Allied health, five years after graduation, <b> <b>Human health and social work activities<\/b> <\/b> was the most common industry  for all ethnicities.<br/><br/>The industry with the largest range in proportions was <b>Human health and social work activities<\/b> where <b>Other<\/b> ethnicity graduates had the highest proportion and <b>Asian<\/b> ethnicity graduates had the lowest proportion. The industry with the largest range in median earnings was <b>Wholesale and retail trade - repair of motor vehicles and motorcycles<\/b> where <b>Asian<\/b> ethnicity graduates had the highest median earnings (<b><b>£36,900<\/b><\/b>) and <b>Black<\/b> ethnicity graduates had the lowest median earnings (<b><b>£21,500<\/b><\/b>).  The group with the highest earnings was  <b>Asian<\/b> ethnicity graduates who worked in the <b>Information and communication<\/b> industry (median earnings of <b>£40,200<\/b>). <br/><br/>",
-    "crosstab_title": "<h4> Industry of graduate employment for graduates of Allied health by ethnicity, five years after\n                          graduation, male and female first degree graduates from HE providers,\n                            2020/21 tax year.<\/h4>"
+    "crosstab_text": "For first degree graduates of all subjects, five years after graduation, <b> <b>Education<\/b> <\/b> was the most common industry  for  White  ethnicity graduates,\n                      and <b> <b>Human health and social work activities<\/b> <\/b> was the most common industry  for  Black, Asian, Mixed, Other  and Not known  ethnicity graduates.<br/><br/>The industry with the largest range in proportions was <b>Human health and social work activities<\/b> where <b>Black<\/b> ethnicity graduates had the highest proportion and <b>White<\/b> ethnicity graduates had the lowest proportion. The industry with the largest range in median earnings was <b>Electricity, gas, steam and air conditioning supply<\/b> where <b>White<\/b> ethnicity graduates had the highest median earnings (<b><b>£37,600<\/b><\/b>) and <b>Mixed<\/b> ethnicity graduates had the lowest median earnings (<b><b>£28,800<\/b><\/b>).  The group with the highest earnings was  <b>White<\/b> ethnicity graduates who worked in the <b>Mining and quarrying<\/b> industry (median earnings of <b>£44,900<\/b>). <br/><br/>",
+    "crosstab_title": "<h4> Industry of graduate employment for graduates of all subjects by ethnicity, five years after\n                          graduation, male and female first degree graduates from HE providers,\n                            2020/21 tax year.<\/h4>"
   }
 }
diff --git a/tests/testthat/_snaps/testUI/011_.png b/tests/testthat/_snaps/testUI/011_.png
new file mode 100644
index 0000000..c6145a9
Binary files /dev/null and b/tests/testthat/_snaps/testUI/011_.png differ
diff --git a/tests/shinytest/testUI-expected/subjectByIndustry_5.json b/tests/testthat/_snaps/testUI/012.json
similarity index 76%
rename from tests/shinytest/testUI-expected/subjectByIndustry_5.json
rename to tests/testthat/_snaps/testUI/012.json
index 93d5896..bc957ea 100644
--- a/tests/shinytest/testUI-expected/subjectByIndustry_5.json
+++ b/tests/testthat/_snaps/testUI/012.json
@@ -1,11 +1,11 @@
 {
   "input": {
+    "YAGinput2": "5",
     "countinput2": "ethnicity",
-    "crosstabs.subjectinput": "Allied health",
+    "crosstabs.subjectinput": "All",
     "earningsbutton": "Median earnings",
     "navbar": "subjectByIndustry",
-    "qualinput3": "Level 8",
-    "YAGinput2": "5"
+    "qualinput3": "First degree"
   },
   "output": {
     "crosstab": {
@@ -17,24 +17,25 @@
               "SECTIONNAME": [
                 "Human health and social work activities",
                 "Education",
-                "Wholesale and retail trade - repair of motor vehicles and motorcycles",
                 "Professional, scientific and technical activities",
+                "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                "Information and communication",
                 "Administrative and support service activities",
                 "Public administration and defence - compulsory social security",
-                "Manufacturing",
-                "Information and communication",
                 "Financial and insurance activities",
-                "Arts, entertainment and recreation",
+                "Manufacturing",
                 "Accommodation and food service activities",
+                "Arts, entertainment and recreation",
                 "Transportation and storage",
+                "Construction",
                 "Other service activities",
                 "Real estate activities",
-                "Construction",
-                "Water supply - sewerage, waste management and remediation activities",
                 "Electricity, gas, steam and air conditioning supply",
-                "Activities of households as employers - undifferentiated goods-and services-producing activities of households for own use",
+                "Water supply - sewerage, waste management and remediation activities",
                 "Agriculture, forestry and fishing",
+                "Activities of households as employers - undifferentiated goods-and services-producing activities of households for own use",
                 "Mining and quarrying",
+                "Activities of extraterritorial organisations and bodies",
                 "Not known"
               ],
               "group_name": [
@@ -58,145 +59,152 @@
                 "All",
                 "All",
                 "All",
+                "All",
                 "All"
               ],
               "White": [
-                29900,
+                29600,
                 27700,
-                28800,
-                32100,
-                26300,
-                30300,
-                32500,
                 32800,
-                33400,
-                28100,
-                21900,
-                29600,
-                23000,
-                24100,
-                31000,
-                -10000,
-                -10000,
-                "NA",
-                -10000,
+                24500,
+                33900,
+                26300,
+                29900,
+                38000,
+                33600,
+                18200,
+                22600,
+                29900,
+                36100,
+                25200,
+                29200,
+                37600,
+                30700,
+                23700,
+                20800,
+                44900,
                 -10000,
-                20500
+                19300
               ],
               "Black": [
-                29600,
                 30700,
-                21500,
-                28100,
-                23000,
+                27700,
+                29900,
+                22600,
+                33200,
+                23400,
                 31000,
+                33900,
+                30800,
+                19300,
+                22600,
+                28800,
+                33900,
+                27400,
+                27600,
+                29000,
+                28100,
                 -10000,
+                17900,
                 -10000,
                 -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                -10000,
-                "NA",
-                "NA",
-                "NA",
-                12400
+                13500
               ],
               "Asian": [
+                34300,
+                27400,
+                32100,
+                25600,
+                35800,
+                24800,
                 29900,
+                38700,
+                32800,
+                18200,
+                24100,
+                28500,
+                33900,
                 26600,
-                36900,
-                35000,
-                26900,
-                -10000,
-                29200,
-                40200,
-                26300,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
+                27700,
+                31800,
+                27400,
                 -10000,
-                "NA",
-                "NA",
-                "NA",
+                13900,
                 -10000,
-                "NA",
                 -10000,
-                16800
+                19300
               ],
               "Mixed": [
-                32500,
-                25900,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
+                32100,
+                27700,
+                33400,
+                24500,
+                33900,
+                26600,
+                31400,
+                42000,
+                33200,
+                18200,
+                22000,
+                29600,
+                36100,
+                28800,
+                28500,
+                28800,
+                30700,
                 -10000,
                 -10000,
                 -10000,
-                "NA",
                 -10000,
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                16700
+                17900
               ],
               "Other": [
-                29900,
-                -10000,
-                -10000,
+                33600,
+                28300,
+                33200,
+                22600,
+                35800,
+                27700,
+                31800,
+                40900,
+                35400,
+                15300,
+                22800,
+                28500,
+                36100,
+                26800,
+                29200,
                 -10000,
                 -10000,
                 "NA",
                 -10000,
-                -10000,
-                "NA",
-                "NA",
                 "NA",
                 -10000,
-                -10000,
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                -10000
+                13300
               ],
               "Not known": [
-                29600,
-                25200,
-                20400,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
+                29900,
+                26300,
+                32100,
+                20800,
+                33600,
+                23000,
+                30300,
+                32100,
+                31800,
+                17200,
+                21400,
+                29700,
+                33200,
+                24300,
+                26800,
+                32100,
+                30300,
                 -10000,
-                "NA",
-                "NA",
+                18200,
                 -10000,
-                "NA",
-                "NA",
                 -10000,
-                "NA",
-                22300
+                13900
               ]
             },
             "columns": [
@@ -249,70 +257,70 @@
                               "Residential care activities for mental retardation; mental health and substance abuse"
                             ],
                             "White": [
-                              30300,
-                              30700,
-                              21200,
-                              31900,
-                              21200,
-                              17500,
-                              19300,
-                              31400,
-                              31800
+                              32100,
+                              28800,
+                              23000,
+                              24800,
+                              23400,
+                              20800,
+                              21700,
+                              23200,
+                              23700
                             ],
                             "Black": [
-                              30300,
-                              27700,
-                              27000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000
+                              34700,
+                              32100,
+                              24100,
+                              26100,
+                              25600,
+                              19500,
+                              22100,
+                              28100,
+                              23500
                             ],
                             "Asian": [
-                              31400,
-                              24500,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              "NA"
+                              40200,
+                              27400,
+                              21900,
+                              33200,
+                              21500,
+                              21200,
+                              22800,
+                              24100,
+                              21900
                             ],
                             "Mixed": [
-                              32800,
-                              32700,
-                              -10000,
-                              -10000,
-                              -10000,
-                              "NA",
-                              -10000,
-                              -10000,
-                              -10000
+                              36900,
+                              30300,
+                              25900,
+                              32500,
+                              21500,
+                              25200,
+                              21700,
+                              29200,
+                              22300
                             ],
                             "Other": [
-                              35400,
-                              -10000,
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA"
-                            ],
-                            "Not known": [
-                              30300,
-                              29600,
-                              -10000,
-                              -10000,
+                              42000,
+                              31400,
+                              24800,
+                              25900,
                               -10000,
                               -10000,
                               -10000,
                               -10000,
                               -10000
+                            ],
+                            "Not known": [
+                              32100,
+                              29900,
+                              21400,
+                              27200,
+                              21400,
+                              19300,
+                              19500,
+                              22500,
+                              32300
                             ]
                           },
                           "columns": [
@@ -335,113 +343,113 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£30,300",
-                                "£30,700",
-                                "£21,200",
-                                "£31,900",
-                                "£21,200",
-                                "£17,500",
-                                "£19,300",
-                                "£31,400",
-                                "£31,800"
+                                "£32,100",
+                                "£28,800",
+                                "£23,000",
+                                "£24,800",
+                                "£23,400",
+                                "£20,800",
+                                "£21,700",
+                                "£23,200",
+                                "£23,700"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "£30,300",
-                                "£27,700",
-                                "£27,000",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c"
+                                "£34,700",
+                                "£32,100",
+                                "£24,100",
+                                "£26,100",
+                                "£25,600",
+                                "£19,500",
+                                "£22,100",
+                                "£28,100",
+                                "£23,500"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "£31,400",
-                                "£24,500",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "x"
+                                "£40,200",
+                                "£27,400",
+                                "£21,900",
+                                "£33,200",
+                                "£21,500",
+                                "£21,200",
+                                "£22,800",
+                                "£24,100",
+                                "£21,900"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "£32,800",
-                                "£32,700",
-                                "c",
-                                "c",
-                                "c",
-                                "x",
-                                "c",
-                                "c",
-                                "c"
+                                "£36,900",
+                                "£30,300",
+                                "£25,900",
+                                "£32,500",
+                                "£21,500",
+                                "£25,200",
+                                "£21,700",
+                                "£29,200",
+                                "£22,300"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
-                                "£35,400",
+                                "£42,000",
+                                "£31,400",
+                                "£24,800",
+                                "£25,900",
                                 "c",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
                                 "c",
-                                "x",
-                                "x"
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "£30,300",
-                                "£29,600",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c"
+                                "£32,100",
+                                "£29,900",
+                                "£21,400",
+                                "£27,200",
+                                "£21,400",
+                                "£19,300",
+                                "£19,500",
+                                "£22,500",
+                                "£32,300"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "823a7a4118cab0dee89baea11982af59",
                           "static": false,
                           "nested": true
                         },
@@ -480,51 +488,51 @@
                               "Pre-primary education"
                             ],
                             "White": [
-                              28100,
-                              25900,
-                              28800,
-                              23700,
-                              -10000,
-                              "NA"
+                              27700,
+                              27700,
+                              26300,
+                              24500,
+                              25200,
+                              19700
                             ],
                             "Black": [
-                              31400,
-                              25600,
-                              -10000,
-                              -10000,
-                              "NA",
-                              "NA"
+                              28800,
+                              27400,
+                              29000,
+                              24500,
+                              24800,
+                              17900
                             ],
                             "Asian": [
-                              25900,
-                              29200,
-                              26600,
-                              -10000,
-                              -10000,
-                              "NA"
+                              27400,
+                              27700,
+                              27400,
+                              22300,
+                              21900,
+                              18400
                             ],
                             "Mixed": [
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              "NA"
+                              28100,
+                              27000,
+                              26300,
+                              27200,
+                              28300,
+                              -10000
                             ],
                             "Other": [
+                              28800,
+                              29900,
+                              29200,
+                              23900,
                               -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              "NA",
-                              "NA"
+                              -10000
                             ],
                             "Not known": [
+                              26300,
+                              26300,
+                              27700,
+                              26600,
                               -10000,
-                              -10000,
-                              -10000,
-                              "NA",
-                              "NA",
                               -10000
                             ]
                           },
@@ -548,95 +556,95 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£28,100",
-                                "£25,900",
-                                "£28,800",
-                                "£23,700",
-                                "c",
-                                "x"
+                                "£27,700",
+                                "£27,700",
+                                "£26,300",
+                                "£24,500",
+                                "£25,200",
+                                "£19,700"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "£31,400",
-                                "£25,600",
-                                "c",
-                                "c",
-                                "x",
-                                "x"
+                                "£28,800",
+                                "£27,400",
+                                "£29,000",
+                                "£24,500",
+                                "£24,800",
+                                "£17,900"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "£25,900",
-                                "£29,200",
-                                "£26,600",
-                                "c",
-                                "c",
-                                "x"
+                                "£27,400",
+                                "£27,700",
+                                "£27,400",
+                                "£22,300",
+                                "£21,900",
+                                "£18,400"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "x"
+                                "£28,100",
+                                "£27,000",
+                                "£26,300",
+                                "£27,200",
+                                "£28,300",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "£28,800",
+                                "£29,900",
+                                "£29,200",
+                                "£23,900",
                                 "c",
-                                "c",
-                                "c",
-                                "c",
-                                "x",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
+                                "£26,300",
+                                "£26,300",
+                                "£27,700",
+                                "£26,600",
                                 "c",
-                                "c",
-                                "c",
-                                "x",
-                                "x",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "eff81bcb8bdbeb19c31f1e15d6f5a86d",
                           "static": false,
                           "nested": true
                         },
@@ -659,155 +667,139 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
-                              "Wholesale and retail trade - repair of motor vehicles and motorcycles"
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities"
                             ],
                             "group_name": [
-                              "Retail sale of other goods in specialised stores",
-                              "Wholesale of household goods",
-                              "Retail sale in non-specialised stores",
-                              "Retail sale of food; beverages and tobacco in specialised stores",
-                              "Retail sale of other household equipment in specialised stores",
-                              "Retail trade not in stores; stalls or markets",
-                              "Wholesale of food; beverages and tobacco",
-                              "Maintenance and repair of motor vehicles",
-                              "Non-specialised wholesale trade",
-                              "Other specialised wholesale",
-                              "Retail sale of cultural and recreation goods in specialised stores",
-                              "Wholesale of information and communication equipment",
-                              "Wholesale of other machinery; equipment and supplies",
-                              "Retail sale of information and communication equipment in specialised stores",
-                              "Sale of motor vehicle parts and accessories",
-                              "Sale of motor vehicles",
-                              "Wholesale on a fee or contract basis"
+                              "Management consultancy activities",
+                              "Accounting; bookkeeping and auditing activities; tax consultancy",
+                              "Legal activities",
+                              "Architectural and engineering activities and related technical consultancy",
+                              "Advertising",
+                              "Research and experimental development on natural sciences and engineering",
+                              "Other professional; scientific and technical activities n.e.c.",
+                              "Activities of head offices",
+                              "Veterinary activities",
+                              "Market research and public opinion polling",
+                              "Specialised design activities",
+                              "Technical testing and analysis",
+                              "Photographic activities",
+                              "Research and experimental development on social sciences and humanities",
+                              "Translation and interpretation activities"
                             ],
                             "White": [
+                              35000,
+                              38700,
                               32800,
-                              44200,
-                              20400,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
+                              31800,
+                              32100,
+                              33200,
+                              30700,
+                              32800,
+                              29200,
+                              32500,
+                              27400,
+                              27000,
+                              22300,
+                              33200,
+                              29900
+                            ],
+                            "Black": [
+                              30500,
+                              29600,
+                              28800,
+                              30700,
+                              29900,
+                              35000,
+                              26300,
+                              31400,
                               -10000,
+                              27000,
+                              27000,
+                              23400,
                               -10000,
                               -10000,
+                              -10000
+                            ],
+                            "Asian": [
+                              35400,
+                              37200,
+                              26300,
+                              32100,
+                              31800,
+                              35200,
+                              28800,
+                              34500,
+                              31000,
+                              32500,
+                              27000,
+                              27600,
                               -10000,
                               -10000,
                               -10000
                             ],
-                            "Black": [
+                            "Mixed": [
+                              35800,
+                              39100,
+                              33200,
+                              29400,
+                              31200,
+                              33200,
+                              29200,
+                              35000,
                               -10000,
+                              29600,
+                              28700,
+                              27400,
                               -10000,
                               -10000,
+                              -10000
+                            ],
+                            "Other": [
+                              43100,
+                              38700,
+                              31800,
+                              30300,
+                              34100,
+                              32500,
                               -10000,
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Asian": [
-                              37200,
-                              35400,
                               -10000,
-                              "NA",
-                              "NA",
                               -10000,
                               -10000,
                               "NA",
-                              "NA",
-                              "NA",
                               -10000,
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              -10000
                             ],
-                            "Mixed": [
+                            "Not known": [
+                              32800,
+                              39400,
+                              26300,
+                              28700,
+                              33000,
+                              37600,
+                              36300,
+                              36900,
+                              18600,
+                              26600,
                               -10000,
                               -10000,
                               "NA",
                               "NA",
-                              -10000,
-                              -10000,
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Other": [
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Not known": [
-                              20400,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA",
                               -10000
                             ]
                           },
@@ -831,161 +823,149 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
+                                "£35,000",
+                                "£38,700",
                                 "£32,800",
-                                "£44,200",
-                                "£20,400",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c"
+                                "£31,800",
+                                "£32,100",
+                                "£33,200",
+                                "£30,700",
+                                "£32,800",
+                                "£29,200",
+                                "£32,500",
+                                "£27,400",
+                                "£27,000",
+                                "£22,300",
+                                "£33,200",
+                                "£29,900"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
+                                "£30,500",
+                                "£29,600",
+                                "£28,800",
+                                "£30,700",
+                                "£29,900",
+                                "£35,000",
+                                "£26,300",
+                                "£31,400",
                                 "c",
+                                "£27,000",
+                                "£27,000",
+                                "£23,400",
                                 "c",
                                 "c",
-                                "c",
-                                "c",
-                                "x",
-                                "x",
-                                "x",
-                                "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "£37,200",
                                 "£35,400",
-                                "c",
-                                "x",
-                                "x",
-                                "c",
-                                "c",
-                                "x",
-                                "x",
-                                "x",
+                                "£37,200",
+                                "£26,300",
+                                "£32,100",
+                                "£31,800",
+                                "£35,200",
+                                "£28,800",
+                                "£34,500",
+                                "£31,000",
+                                "£32,500",
+                                "£27,000",
+                                "£27,600",
                                 "c",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "£35,800",
+                                "£39,100",
+                                "£33,200",
+                                "£29,400",
+                                "£31,200",
+                                "£33,200",
+                                "£29,200",
+                                "£35,000",
                                 "c",
-                                "c",
-                                "x",
-                                "x",
-                                "c",
+                                "£29,600",
+                                "£28,700",
+                                "£27,400",
                                 "c",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "£43,100",
+                                "£38,700",
+                                "£31,800",
+                                "£30,300",
+                                "£34,100",
+                                "£32,500",
+                                "c",
+                                "c",
+                                "c",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
                                 "c",
                                 "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "£20,400",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
+                                "£32,800",
+                                "£39,400",
+                                "£26,300",
+                                "£28,700",
+                                "£33,000",
+                                "£37,600",
+                                "£36,300",
+                                "£36,900",
+                                "£18,600",
+                                "£26,600",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
                                 "c",
                                 "x",
                                 "x",
-                                "x",
-                                "x",
-                                "c",
-                                "x",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "df281baa272c3a969f21bc2a877a35fe",
                           "static": false,
                           "nested": true
                         },
@@ -1008,72 +988,147 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities"
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles"
                             ],
                             "group_name": [
-                              "Management consultancy activities",
-                              "Research and experimental development on natural sciences and engineering",
-                              "Accounting; bookkeeping and auditing activities; tax consultancy",
-                              "Technical testing and analysis",
-                              "Architectural and engineering activities and related technical consultancy",
-                              "Legal activities",
-                              "Other professional; scientific and technical activities n.e.c.",
-                              "Activities of head offices",
-                              "Advertising",
-                              "Market research and public opinion polling",
-                              "Veterinary activities",
-                              "Photographic activities",
-                              "Research and experimental development on social sciences and humanities",
-                              "Specialised design activities"
+                              "Retail sale in non-specialised stores",
+                              "Retail sale of other goods in specialised stores",
+                              "Wholesale of household goods",
+                              "Retail trade not in stores; stalls or markets",
+                              "Retail sale of other household equipment in specialised stores",
+                              "Other specialised wholesale",
+                              "Retail sale of cultural and recreation goods in specialised stores",
+                              "Wholesale of food; beverages and tobacco",
+                              "Sale of motor vehicles",
+                              "Wholesale of information and communication equipment",
+                              "Wholesale of other machinery; equipment and supplies",
+                              "Retail sale of food; beverages and tobacco in specialised stores",
+                              "Non-specialised wholesale trade",
+                              "Wholesale on a fee or contract basis",
+                              "Retail sale of information and communication equipment in specialised stores",
+                              "Maintenance and repair of motor vehicles",
+                              "Sale of motor vehicle parts and accessories",
+                              "Retail sale of automotive fuel in specialised stores",
+                              "Wholesale of agricultural raw materials and live animals",
+                              "Sale; maintenance and repair of motorcycles and related parts and accessories",
+                              "Retail sale via stalls and markets"
                             ],
                             "White": [
-                              35000,
-                              37600,
+                              20100,
+                              21200,
+                              28800,
+                              28100,
+                              21500,
+                              27700,
+                              18600,
                               29900,
+                              26600,
+                              35000,
+                              29200,
+                              20100,
+                              26300,
+                              30800,
+                              26300,
+                              23800,
+                              24500,
+                              35800,
+                              26600,
+                              27000,
+                              -10000
+                            ],
+                            "Black": [
+                              19200,
+                              19700,
                               28300,
-                              33900,
-                              -10000,
-                              28100,
+                              25600,
+                              22600,
+                              26600,
+                              16100,
+                              25900,
+                              27900,
+                              32800,
+                              29600,
                               -10000,
                               -10000,
+                              24500,
+                              23200,
                               -10000,
                               -10000,
                               -10000,
                               -10000,
+                              "NA",
                               "NA"
                             ],
-                            "Black": [
+                            "Asian": [
+                              22600,
+                              26300,
+                              29900,
+                              24300,
+                              21500,
+                              27400,
+                              24100,
+                              22300,
+                              27800,
+                              34300,
+                              27900,
+                              13900,
+                              22600,
+                              28500,
+                              27000,
+                              20000,
+                              25200,
+                              25200,
                               -10000,
                               -10000,
+                              -10000
+                            ],
+                            "Mixed": [
+                              18200,
+                              21500,
+                              27400,
+                              29600,
+                              20800,
+                              30100,
+                              17700,
+                              27000,
+                              27400,
+                              32800,
+                              25200,
                               -10000,
+                              29900,
                               -10000,
+                              24300,
                               -10000,
                               -10000,
                               -10000,
                               "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
+                              -10000,
                               "NA"
                             ],
-                            "Asian": [
-                              34300,
-                              41600,
+                            "Other": [
+                              20300,
+                              20100,
+                              30700,
                               -10000,
                               -10000,
                               -10000,
@@ -1081,59 +1136,40 @@
                               -10000,
                               -10000,
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Mixed": [
                               -10000,
                               -10000,
                               -10000,
                               -10000,
-                              "NA",
                               -10000,
                               -10000,
                               "NA",
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
                               -10000,
-                              "NA"
-                            ],
-                            "Other": [
                               -10000,
+                              -10000
+                            ],
+                            "Not known": [
+                              16600,
+                              20300,
+                              25700,
+                              20400,
+                              18600,
+                              32700,
+                              17500,
                               -10000,
+                              21900,
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
+                              28500,
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Not known": [
+                              26100,
                               -10000,
                               -10000,
                               -10000,
-                              "NA",
-                              "NA",
                               -10000,
                               -10000,
                               -10000,
                               "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              -10000
+                              "NA"
                             ]
                           },
                           "columns": [
@@ -1156,143 +1192,185 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£35,000",
-                                "£37,600",
-                                "£29,900",
-                                "£28,300",
-                                "£33,900",
-                                "c",
+                                "£20,100",
+                                "£21,200",
+                                "£28,800",
                                 "£28,100",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "x"
+                                "£21,500",
+                                "£27,700",
+                                "£18,600",
+                                "£29,900",
+                                "£26,600",
+                                "£35,000",
+                                "£29,200",
+                                "£20,100",
+                                "£26,300",
+                                "£30,800",
+                                "£26,300",
+                                "£23,800",
+                                "£24,500",
+                                "£35,800",
+                                "£26,600",
+                                "£27,000",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
+                                "£19,200",
+                                "£19,700",
+                                "£28,300",
+                                "£25,600",
+                                "£22,600",
+                                "£26,600",
+                                "£16,100",
+                                "£25,900",
+                                "£27,900",
+                                "£32,800",
+                                "£29,600",
                                 "c",
                                 "c",
+                                "£24,500",
+                                "£23,200",
                                 "c",
                                 "c",
                                 "c",
                                 "c",
-                                "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
+                                "£22,600",
+                                "£26,300",
+                                "£29,900",
+                                "£24,300",
+                                "£21,500",
+                                "£27,400",
+                                "£24,100",
+                                "£22,300",
+                                "£27,800",
                                 "£34,300",
-                                "£41,600",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
+                                "£27,900",
+                                "£13,900",
+                                "£22,600",
+                                "£28,500",
+                                "£27,000",
+                                "£20,000",
+                                "£25,200",
+                                "£25,200",
                                 "c",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "£18,200",
+                                "£21,500",
+                                "£27,400",
+                                "£29,600",
+                                "£20,800",
+                                "£30,100",
+                                "£17,700",
+                                "£27,000",
+                                "£27,400",
+                                "£32,800",
+                                "£25,200",
                                 "c",
+                                "£29,900",
                                 "c",
+                                "£24,300",
                                 "c",
                                 "c",
-                                "x",
-                                "c",
-                                "c",
-                                "x",
                                 "c",
                                 "x",
-                                "x",
-                                "x",
                                 "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "£20,300",
+                                "£20,100",
+                                "£30,700",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "c",
                                 "c",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
                                 "c",
                                 "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c",
+                                "c",
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
+                                "£16,600",
+                                "£20,300",
+                                "£25,700",
+                                "£20,400",
+                                "£18,600",
+                                "£32,700",
+                                "£17,500",
+                                "c",
+                                "£21,900",
+                                "c",
+                                "£28,500",
+                                "c",
+                                "£26,100",
                                 "c",
                                 "c",
                                 "c",
-                                "x",
-                                "x",
                                 "c",
                                 "c",
                                 "c",
                                 "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "c"
+                                "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "0d6238f1af17c12615b59652640be51a",
                           "static": false,
                           "nested": true
                         },
@@ -1315,156 +1393,124 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities"
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication"
                             ],
                             "group_name": [
-                              "Temporary employment agency activities",
-                              "Business support service activities n.e.c.",
-                              "Cleaning activities",
-                              "Activities of employment placement agencies",
-                              "Activities of call centres",
-                              "Combined facilities support activities",
-                              "Private security activities",
-                              "Renting and leasing of motor vehicles",
-                              "Travel agency and tour operator activities",
-                              "Investigation activities",
-                              "Landscape service activities",
-                              "Office administrative and support activities",
-                              "Organisation of conventions and trade shows",
-                              "Other human resources provision",
-                              "Other reservation service and related activities",
-                              "Renting and leasing of other machinery; equipment and tangible goods",
-                              "Renting and leasing of personal and household goods"
+                              "Computer programming; consultancy and related activities",
+                              "Publishing of books; periodicals and other publishing activities",
+                              "Motion picture; video and television programme activities",
+                              "Other telecommunications activities",
+                              "Data processing; hosting and related activities; web portals",
+                              "Television programming and broadcasting activities",
+                              "Wireless telecommunications activities",
+                              "Software publishing",
+                              "Other information service activities",
+                              "Sound recording and music publishing activities",
+                              "Radio broadcasting",
+                              "Satellite telecommunications activities",
+                              "Wired telecommunications activities"
                             ],
                             "White": [
-                              26600,
-                              25900,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
+                              37200,
+                              28800,
+                              28800,
+                              32800,
+                              36500,
+                              35000,
+                              42700,
+                              37600,
+                              38700,
+                              30700,
+                              29700,
+                              25200,
+                              28800
+                            ],
+                            "Black": [
+                              34300,
+                              29900,
+                              28100,
+                              29400,
+                              40300,
+                              34100,
+                              38000,
+                              44900,
                               -10000,
+                              35000,
                               -10000,
                               -10000,
+                              -10000
+                            ],
+                            "Asian": [
+                              37600,
+                              30800,
+                              31900,
+                              28100,
+                              39100,
+                              41600,
+                              40500,
+                              41600,
+                              29400,
                               -10000,
                               -10000,
+                              23900,
+                              52600
+                            ],
+                            "Mixed": [
+                              35800,
+                              28100,
+                              27000,
+                              32500,
+                              41600,
+                              36500,
                               -10000,
                               -10000,
+                              48700,
+                              32500,
                               -10000,
                               -10000,
                               -10000
                             ],
-                            "Black": [
-                              21200,
-                              -10000,
+                            "Other": [
+                              40200,
+                              28800,
+                              27400,
+                              34700,
                               -10000,
-                              "NA",
+                              31600,
                               -10000,
-                              "NA",
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Asian": [
-                              35800,
                               -10000,
                               -10000,
                               "NA",
                               -10000,
-                              -10000,
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              -10000
                             ],
-                            "Mixed": [
-                              -10000,
-                              "NA",
-                              -10000,
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
+                            "Not known": [
+                              32500,
+                              31400,
+                              35000,
+                              32100,
+                              41400,
+                              34700,
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Other": [
                               -10000,
-                              "NA",
-                              "NA",
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Not known": [
                               -10000,
                               "NA",
-                              "NA",
-                              "NA",
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              -10000
                             ]
                           },
                           "columns": [
@@ -1487,161 +1533,137 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£26,600",
-                                "£25,900",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c"
+                                "£37,200",
+                                "£28,800",
+                                "£28,800",
+                                "£32,800",
+                                "£36,500",
+                                "£35,000",
+                                "£42,700",
+                                "£37,600",
+                                "£38,700",
+                                "£30,700",
+                                "£29,700",
+                                "£25,200",
+                                "£28,800"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "£21,200",
-                                "c",
+                                "£34,300",
+                                "£29,900",
+                                "£28,100",
+                                "£29,400",
+                                "£40,300",
+                                "£34,100",
+                                "£38,000",
+                                "£44,900",
                                 "c",
-                                "x",
+                                "£35,000",
                                 "c",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "£35,800",
-                                "c",
-                                "c",
-                                "x",
-                                "c",
+                                "£37,600",
+                                "£30,800",
+                                "£31,900",
+                                "£28,100",
+                                "£39,100",
+                                "£41,600",
+                                "£40,500",
+                                "£41,600",
+                                "£29,400",
                                 "c",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "£23,900",
+                                "£52,600"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "£35,800",
+                                "£28,100",
+                                "£27,000",
+                                "£32,500",
+                                "£41,600",
+                                "£36,500",
                                 "c",
-                                "x",
                                 "c",
+                                "£48,700",
+                                "£32,500",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "£40,200",
+                                "£28,800",
+                                "£27,400",
+                                "£34,700",
+                                "c",
+                                "£31,600",
+                                "c",
+                                "c",
                                 "c",
-                                "x",
-                                "x",
                                 "c",
                                 "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
+                                "£32,500",
+                                "£31,400",
+                                "£35,000",
+                                "£32,100",
+                                "£41,400",
+                                "£34,700",
+                                "c",
+                                "c",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
                                 "c",
                                 "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "ca1b08be2395fc8ff8aaa0418393b95c",
                           "static": false,
                           "nested": true
                         },
@@ -1664,44 +1686,172 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Public administration and defence - compulsory social security",
-                              "Public administration and defence - compulsory social security",
-                              "Public administration and defence - compulsory social security"
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities"
                             ],
                             "group_name": [
-                              "Administration of the State and the economic and social policy of the community",
-                              "Provision of services to the community as a whole",
-                              "Compulsory social security activities"
+                              "Temporary employment agency activities",
+                              "Business support service activities n.e.c.",
+                              "Activities of employment placement agencies",
+                              "Travel agency and tour operator activities",
+                              "Activities of call centres",
+                              "Combined facilities support activities",
+                              "Cleaning activities",
+                              "Renting and leasing of motor vehicles",
+                              "Organisation of conventions and trade shows",
+                              "Private security activities",
+                              "Renting and leasing of other machinery; equipment and tangible goods",
+                              "Office administrative and support activities",
+                              "Other human resources provision",
+                              "Landscape service activities",
+                              "Other reservation service and related activities",
+                              "Renting and leasing of personal and household goods",
+                              "Security systems service activities",
+                              "Leasing of intellectual property and similar products; except copyrighted works",
+                              "Investigation activities"
                             ],
                             "White": [
-                              30700,
-                              31400,
-                              -10000
-                            ],
+                              24500,
+                              28500,
+                              29200,
+                              24500,
+                              18600,
+                              31400,
+                              23700,
+                              29900,
+                              28900,
+                              25600,
+                              25600,
+                              26300,
+                              43800,
+                              23000,
+                              28800,
+                              24600,
+                              27400,
+                              37400,
+                              25200
+                            ],
                             "Black": [
+                              21500,
+                              27700,
+                              22300,
+                              -10000,
+                              19000,
+                              27200,
+                              22800,
+                              24100,
+                              -10000,
+                              23400,
+                              29600,
+                              23700,
+                              -10000,
+                              -10000,
+                              -10000,
                               -10000,
                               -10000,
+                              "NA",
                               "NA"
                             ],
                             "Asian": [
+                              22800,
+                              29700,
+                              23700,
+                              24100,
+                              18200,
+                              30800,
+                              24800,
+                              29200,
+                              31400,
+                              21500,
+                              20600,
+                              27400,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
                               -10000,
                               -10000,
                               -10000
                             ],
                             "Mixed": [
+                              24200,
+                              31800,
+                              30700,
+                              24500,
+                              19300,
+                              25200,
+                              17200,
+                              37600,
+                              30300,
                               -10000,
-                              "NA",
-                              "NA"
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000
                             ],
                             "Other": [
+                              27700,
+                              32700,
+                              26600,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              "NA",
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
                               "NA",
                               "NA",
-                              "NA"
+                              -10000,
+                              -10000
                             ],
                             "Not known": [
+                              20800,
+                              26600,
+                              22300,
                               -10000,
+                              17500,
                               -10000,
-                              "NA"
+                              17200,
+                              -10000,
+                              -10000,
+                              23200,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              "NA",
+                              -10000,
+                              "NA",
+                              -10000
                             ]
                           },
                           "columns": [
@@ -1724,77 +1874,173 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£30,700",
+                                "£24,500",
+                                "£28,500",
+                                "£29,200",
+                                "£24,500",
+                                "£18,600",
                                 "£31,400",
-                                "c"
+                                "£23,700",
+                                "£29,900",
+                                "£28,900",
+                                "£25,600",
+                                "£25,600",
+                                "£26,300",
+                                "£43,800",
+                                "£23,000",
+                                "£28,800",
+                                "£24,600",
+                                "£27,400",
+                                "£37,400",
+                                "£25,200"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
+                                "£21,500",
+                                "£27,700",
+                                "£22,300",
+                                "c",
+                                "£19,000",
+                                "£27,200",
+                                "£22,800",
+                                "£24,100",
+                                "c",
+                                "£23,400",
+                                "£29,600",
+                                "£23,700",
+                                "c",
+                                "c",
                                 "c",
                                 "c",
+                                "c",
+                                "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
+                                "£22,800",
+                                "£29,700",
+                                "£23,700",
+                                "£24,100",
+                                "£18,200",
+                                "£30,800",
+                                "£24,800",
+                                "£29,200",
+                                "£31,400",
+                                "£21,500",
+                                "£20,600",
+                                "£27,400",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "c",
                                 "c",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "£24,200",
+                                "£31,800",
+                                "£30,700",
+                                "£24,500",
+                                "£19,300",
+                                "£25,200",
+                                "£17,200",
+                                "£37,600",
+                                "£30,300",
                                 "c",
-                                "x",
-                                "x"
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "£27,700",
+                                "£32,700",
+                                "£26,600",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "x",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "x",
                                 "x",
-                                "x"
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
+                                "£20,800",
+                                "£26,600",
+                                "£22,300",
+                                "c",
+                                "£17,500",
                                 "c",
+                                "£17,200",
                                 "c",
-                                "x"
+                                "c",
+                                "£23,200",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "x",
+                                "c",
+                                "x",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "3732128c844b25b738b65d8570c5531b",
                           "static": false,
                           "nested": true
                         },
@@ -1817,107 +2063,712 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing"
+                              "Public administration and defence - compulsory social security",
+                              "Public administration and defence - compulsory social security",
+                              "Public administration and defence - compulsory social security"
                             ],
                             "group_name": [
-                              "Manufacture of other food products",
-                              "Manufacture of pharmaceutical preparations",
-                              "Manufacture of medical and dental instruments and supplies",
-                              "Manufacture of bakery and farinaceous products",
-                              "Manufacture of basic pharmaceutical products",
-                              "Manufacture of beverages",
-                              "Manufacture of instruments and appliances for measuring; testing and navigation; watches and clocks",
-                              "Manufacture of other chemical products",
-                              "Processing and preserving of fruit and vegetables",
-                              "Cutting; shaping and finishing of stone",
-                              "Manufacture of air and spacecraft and related machinery",
-                              "Manufacture of articles of concrete; cement and plaster",
-                              "Manufacture of basic chemicals; fertilisers and nitrogen compounds; plastics and synthetic rubber in primary forms",
-                              "Manufacture of basic precious and other non-ferrous metals",
-                              "Manufacture of bodies (coachwork) for motor vehicles; manufacture of trailers and semi-trailers",
-                              "Manufacture of computers and peripheral equipment",
-                              "Manufacture of cutlery; tools and general hardware",
-                              "Manufacture of dairy products",
-                              "Manufacture of electric motors; generators; transformers and electricity distribution and control apparatus",
-                              "Manufacture of furniture",
-                              "Manufacture of games and toys",
-                              "Manufacture of grain mill products; starches and starch products",
-                              "Manufacture of metal forming machinery and machine tools",
-                              "Manufacture of motor vehicles",
-                              "Manufacture of other special-purpose machinery",
-                              "Manufacture of pesticides and other agrochemical products",
-                              "Manufacture of plastics products",
-                              "Manufacture of prepared animal feeds",
-                              "Manufacture of products of wood; cork; straw and plaiting materials",
-                              "Manufacture of rubber products",
-                              "Manufacture of soap and detergents; cleaning and polishing preparations; perfumes and toilet preparations",
-                              "Manufacture of vegetable and animal oils and fats",
-                              "Manufacture of weapons and ammunition",
-                              "Manufacturing n.e.c.",
-                              "Printing and service activities related to printing",
-                              "Processing and preserving of fish; crustaceans and molluscs",
-                              "Processing and preserving of meat and production of meat products",
-                              "Repair of fabricated metal products; machinery and equipment",
-                              "Treatment and coating of metals; machining"
+                              "Provision of services to the community as a whole",
+                              "Administration of the State and the economic and social policy of the community",
+                              "Compulsory social security activities"
                             ],
                             "White": [
-                              33200,
-                              33900,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
+                              29600,
+                              30700,
+                              25900
+                            ],
+                            "Black": [
+                              31000,
+                              31800,
+                              27000
+                            ],
+                            "Asian": [
+                              29200,
+                              31400,
+                              27400
+                            ],
+                            "Mixed": [
+                              30300,
+                              32800,
+                              24500
+                            ],
+                            "Other": [
+                              32500,
+                              32800,
+                              -10000
+                            ],
+                            "Not known": [
+                              32100,
+                              29600,
+                              28100
+                            ]
+                          },
+                          "columns": [
+                            {
+                              "id": "SECTIONNAME",
+                              "name": "Industry",
+                              "type": "character",
+                              "na": "x",
+                              "width": 500
+                            },
+                            {
+                              "id": "group_name",
+                              "name": "3 digit SIC code",
+                              "type": "character",
+                              "na": "x",
+                              "width": 300
+                            },
+                            {
+                              "id": "White",
+                              "name": "White",
+                              "type": "numeric",
+                              "cell": [
+                                "£29,600",
+                                "£30,700",
+                                "£25,900"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
+                            {
+                              "id": "Black",
+                              "name": "Black",
+                              "type": "numeric",
+                              "cell": [
+                                "£31,000",
+                                "£31,800",
+                                "£27,000"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
+                            {
+                              "id": "Asian",
+                              "name": "Asian",
+                              "type": "numeric",
+                              "cell": [
+                                "£29,200",
+                                "£31,400",
+                                "£27,400"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
+                            {
+                              "id": "Mixed",
+                              "name": "Mixed",
+                              "type": "numeric",
+                              "cell": [
+                                "£30,300",
+                                "£32,800",
+                                "£24,500"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
+                            {
+                              "id": "Other",
+                              "name": "Other",
+                              "type": "numeric",
+                              "cell": [
+                                "£32,500",
+                                "£32,800",
+                                "c"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
+                            {
+                              "id": "Not known",
+                              "name": "Not known",
+                              "type": "numeric",
+                              "cell": [
+                                "£32,100",
+                                "£29,600",
+                                "£28,100"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            }
+                          ],
+                          "defaultPageSize": 300,
+                          "outlined": true,
+                          "dataKey": "5d2bc3fdf43439b273d865ac7913ac1f",
+                          "static": false,
+                          "nested": true
+                        },
+                        "children": [
+
+                        ]
+                      }
+                    ]
+                  },
+                  {
+                    "name": "div",
+                    "attribs": {
+                      "style": {
+                        "padding": "16px"
+                      }
+                    },
+                    "children": [
+                      {
+                        "name": "Reactable",
+                        "attribs": {
+                          "data": {
+                            "SECTIONNAME": [
+                              "Financial and insurance activities",
+                              "Financial and insurance activities",
+                              "Financial and insurance activities",
+                              "Financial and insurance activities",
+                              "Financial and insurance activities",
+                              "Financial and insurance activities",
+                              "Financial and insurance activities",
+                              "Financial and insurance activities",
+                              "Financial and insurance activities",
+                              "Financial and insurance activities"
+                            ],
+                            "group_name": [
+                              "Monetary intermediation",
+                              "Activities auxiliary to insurance and pension funding",
+                              "Activities auxiliary to financial services; except insurance and pension funding",
+                              "Insurance",
+                              "Other financial service activities; except insurance and pension funding",
+                              "Fund management activities",
+                              "Pension funding",
+                              "Trusts; funds and similar financial entities",
+                              "Activities of holding companies",
+                              "Reinsurance"
+                            ],
+                            "White": [
+                              40900,
+                              32500,
+                              39800,
+                              31000,
+                              37200,
+                              60600,
+                              14100,
+                              57100,
+                              29400,
+                              47800
+                            ],
+                            "Black": [
+                              33200,
+                              31000,
+                              36500,
+                              35000,
+                              32800,
+                              42000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              "NA"
+                            ],
+                            "Asian": [
+                              36500,
+                              29900,
+                              47400,
+                              36500,
+                              32300,
+                              66000,
+                              -10000,
+                              66400,
+                              -10000,
+                              -10000
+                            ],
+                            "Mixed": [
+                              53500,
+                              34700,
+                              40700,
+                              35000,
+                              45300,
+                              58800,
+                              "NA",
+                              -10000,
+                              -10000,
+                              -10000
+                            ],
+                            "Other": [
+                              39800,
+                              24500,
+                              39400,
+                              -10000,
+                              43300,
+                              -10000,
+                              -10000,
+                              -10000,
+                              "NA",
+                              "NA"
+                            ],
+                            "Not known": [
+                              34700,
+                              25900,
+                              36100,
+                              28100,
+                              27700,
+                              56200,
+                              -10000,
+                              "NA",
+                              -10000,
+                              -10000
+                            ]
+                          },
+                          "columns": [
+                            {
+                              "id": "SECTIONNAME",
+                              "name": "Industry",
+                              "type": "character",
+                              "na": "x",
+                              "width": 500
+                            },
+                            {
+                              "id": "group_name",
+                              "name": "3 digit SIC code",
+                              "type": "character",
+                              "na": "x",
+                              "width": 300
+                            },
+                            {
+                              "id": "White",
+                              "name": "White",
+                              "type": "numeric",
+                              "cell": [
+                                "£40,900",
+                                "£32,500",
+                                "£39,800",
+                                "£31,000",
+                                "£37,200",
+                                "£60,600",
+                                "£14,100",
+                                "£57,100",
+                                "£29,400",
+                                "£47,800"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
+                            {
+                              "id": "Black",
+                              "name": "Black",
+                              "type": "numeric",
+                              "cell": [
+                                "£33,200",
+                                "£31,000",
+                                "£36,500",
+                                "£35,000",
+                                "£32,800",
+                                "£42,000",
+                                "c",
+                                "c",
+                                "c",
+                                "x"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
+                            {
+                              "id": "Asian",
+                              "name": "Asian",
+                              "type": "numeric",
+                              "cell": [
+                                "£36,500",
+                                "£29,900",
+                                "£47,400",
+                                "£36,500",
+                                "£32,300",
+                                "£66,000",
+                                "c",
+                                "£66,400",
+                                "c",
+                                "c"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
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+                              "id": "Mixed",
+                              "name": "Mixed",
+                              "type": "numeric",
+                              "cell": [
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+                                "£34,700",
+                                "£40,700",
+                                "£35,000",
+                                "£45,300",
+                                "£58,800",
+                                "x",
+                                "c",
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+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
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+                              "name": "Other",
+                              "type": "numeric",
+                              "cell": [
+                                "£39,800",
+                                "£24,500",
+                                "£39,400",
+                                "c",
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+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
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+                              "name": "Not known",
+                              "type": "numeric",
+                              "cell": [
+                                "£34,700",
+                                "£25,900",
+                                "£36,100",
+                                "£28,100",
+                                "£27,700",
+                                "£56,200",
+                                "c",
+                                "x",
+                                "c",
+                                "c"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            }
+                          ],
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+                          "outlined": true,
+                          "dataKey": "52c9b04b29fe0f3988cd3cd840f201c9",
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+                        ]
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+                        "attribs": {
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+                              "Manufacturing",
+                              "Manufacturing",
+                              "Manufacturing",
+                              "Manufacturing",
+                              "Manufacturing",
+                              "Manufacturing",
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+                              "Manufacturing"
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+                              "Manufacture of air and spacecraft and related machinery",
+                              "Manufacture of motor vehicles",
+                              "Manufacture of pharmaceutical preparations",
+                              "Manufacture of other food products",
+                              "Manufacture of instruments and appliances for measuring; testing and navigation; watches and clocks",
+                              "Printing and service activities related to printing",
+                              "Manufacture of general-purpose machinery",
+                              "Manufacture of furniture",
+                              "Manufacture of beverages",
+                              "Manufacture of plastics products",
+                              "Manufacture of medical and dental instruments and supplies",
+                              "Manufacture of other general-purpose machinery",
+                              "Building of ships and boats",
+                              "Manufacture of other chemical products",
+                              "Repair of fabricated metal products; machinery and equipment",
+                              "Manufacture of bakery and farinaceous products",
+                              "Manufacture of basic chemicals; fertilisers and nitrogen compounds; plastics and synthetic rubber in primary forms",
+                              "Manufacture of soap and detergents; cleaning and polishing preparations; perfumes and toilet preparations",
+                              "Manufacture of other special-purpose machinery",
+                              "Manufacture of structural metal products",
+                              "Manufacture of weapons and ammunition",
+                              "Processing and preserving of fruit and vegetables",
+                              "Processing and preserving of meat and production of meat products",
+                              "Treatment and coating of metals; machining",
+                              "Manufacture of parts and accessories for motor vehicles",
+                              "Manufacture of articles of concrete; cement and plaster",
+                              "Manufacture of articles of paper and paperboard ",
+                              "Manufacture of basic precious and other non-ferrous metals",
+                              "Manufacture of electric motors; generators; transformers and electricity distribution and control apparatus",
+                              "Manufacture of products of wood; cork; straw and plaiting materials",
+                              "Manufacture of wearing apparel; except fur apparel",
+                              "Manufacture of other fabricated metal products",
+                              "Manufacture of basic pharmaceutical products",
+                              "Manufacture of prepared animal feeds",
+                              "Manufacturing n.e.c.",
+                              "Manufacture of dairy products",
+                              "Manufacture of electronic components and boards",
+                              "Manufacture of other textiles",
+                              "Installation of industrial machinery and equipment",
+                              "Manufacture of refined petroleum products",
+                              "Manufacture of electric lighting equipment",
+                              "Manufacture of communication equipment",
+                              "Manufacture of computers and peripheral equipment",
+                              "Manufacture of other electrical equipment",
+                              "Manufacture of paints; varnishes and similar coatings; printing ink and mastics",
+                              "Manufacture of basic iron and steel and of ferro-alloys",
+                              "Manufacture of cutlery; tools and general hardware",
+                              "Manufacture of glass and glass products",
+                              "Manufacture of grain mill products; starches and starch products",
+                              "Manufacture of domestic appliances",
+                              "Manufacture of irradiation; electromedical and electrotherapeutic equipment",
+                              "Manufacture of optical instruments and photographic equipment",
+                              "Manufacture of rubber products",
+                              "Manufacture of wiring and wiring devices",
+                              "Manufacture of agricultural and forestry machinery",
+                              "Manufacture of consumer electronics",
+                              "Manufacture of games and toys",
+                              "Manufacture of metal forming machinery and machine tools",
+                              "Manufacture of railway locomotives and rolling stock",
+                              "Manufacture of tanks; reservoirs and containers of metal",
+                              "Forging; pressing; stamping and roll-forming of metal; powder metallurgy",
+                              "Manufacture of bodies (coachwork) for motor vehicles; manufacture of trailers and semi-trailers",
+                              "Manufacture of footwear",
+                              "Manufacture of transport equipment n.e.c.",
+                              "Finishing of textiles",
+                              "Manufacture of abrasive products and non-metallic mineral products n.e.c.",
+                              "Manufacture of clay building materials",
+                              "Manufacture of jewellery; bijouterie and related articles",
+                              "Manufacture of other porcelain and ceramic products",
+                              "Manufacture of sports goods",
+                              "Reproduction of recorded media",
+                              "Cutting; shaping and finishing of stone",
+                              "Manufacture of batteries and accumulators",
+                              "Manufacture of military fighting vehicles",
+                              "Manufacture of musical instruments",
+                              "Manufacture of other products of first processing of steel",
+                              "Manufacture of pesticides and other agrochemical products",
+                              "Manufacture of pulp; paper and paperboard",
+                              "Manufacture of tubes; pipes; hollow profiles and related fittings; of steel",
+                              "Processing and preserving of fish; crustaceans and molluscs",
+                              "Tanning and dressing of leather; manufacture of luggage; handbags; saddlery and harness; dressing and dyeing of fur",
+                              "Weaving of textiles",
+                              "Casting of metals",
+                              "Manufacture of knitted and crocheted apparel",
+                              "Manufacture of refractory products",
+                              "Manufacture of vegetable and animal oils and fats",
+                              "Preparation and spinning of textile fibres",
+                              "Sawmilling and planing of wood",
+                              "Manufacture of cement; lime and plaster",
+                              "Manufacture of magnetic and optical media",
+                              "Manufacture of steam generators; except central heating hot water boilers"
+                            ],
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@@ -1955,52 +2831,177 @@
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@@ -2011,69 +3012,91 @@
                               "NA",
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                               "NA",
                               "NA",
                               "NA",
                               "NA",
                               "NA",
                               "NA",
-                              "NA",
+                              -10000,
                               "NA",
                               -10000,
                               "NA",
                               "NA",
-                              "NA"
-                            ],
-                            "Other": [
-                              -10000,
-                              -10000,
                               "NA",
                               "NA",
-                              -10000,
                               "NA",
+                              -10000,
                               "NA",
                               "NA",
                               "NA",
                               "NA",
                               "NA",
+                              -10000,
                               "NA",
                               "NA",
                               "NA",
@@ -2092,18 +3115,61 @@
                               "NA",
                               "NA",
                               "NA",
+                              "NA"
+                            ],
+                            "Not known": [
+                              -10000,
+                              44200,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
                               "NA",
+                              -10000,
                               "NA",
                               "NA",
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
                               "NA",
                               "NA",
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
                               "NA",
                               "NA",
+                              -10000,
                               "NA",
+                              -10000,
                               "NA",
-                              "NA"
-                            ],
-                            "Not known": [
                               "NA",
                               "NA",
                               "NA",
@@ -2111,6 +3177,7 @@
                               "NA",
                               -10000,
                               "NA",
+                              -10000,
                               "NA",
                               "NA",
                               "NA",
@@ -2123,6 +3190,7 @@
                               "NA",
                               "NA",
                               "NA",
+                              -10000,
                               "NA",
                               "NA",
                               "NA",
@@ -2137,8 +3205,6 @@
                               "NA",
                               "NA",
                               "NA",
-                              -10000,
-                              "NA",
                               "NA",
                               "NA",
                               "NA",
@@ -2165,10 +3231,80 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£33,200",
+                                "£40,200",
+                                "£43,100",
+                                "£38,300",
+                                "£34,700",
+                                "£35,400",
+                                "£23,700",
+                                "£37,600",
+                                "£25,200",
+                                "£31,800",
+                                "£26,300",
+                                "£29,900",
+                                "£32,800",
+                                "£38,300",
+                                "£29,900",
+                                "£31,400",
+                                "£27,700",
+                                "£33,600",
+                                "£34,700",
+                                "£33,600",
+                                "£28,100",
+                                "£38,300",
+                                "£35,800",
+                                "£30,300",
+                                "£29,600",
+                                "£33,600",
+                                "£30,700",
+                                "£31,400",
+                                "£49,600",
                                 "£33,900",
+                                "£24,600",
+                                "£25,000",
+                                "£29,200",
+                                "£34,900",
+                                "£30,800",
+                                "£26,300",
+                                "£27,600",
+                                "£32,100",
+                                "£21,200",
+                                "£30,700",
+                                "£49,300",
+                                "£25,600",
+                                "£28,800",
+                                "£33,000",
+                                "£31,400",
+                                "£27,400",
+                                "£28,700",
+                                "£27,700",
+                                "£37,600",
+                                "£37,400",
+                                "£33,200",
+                                "£34,300",
+                                "£31,400",
+                                "£28,500",
+                                "£30,300",
+                                "£30,800",
+                                "£29,900",
+                                "£23,700",
+                                "£33,200",
+                                "£43,800",
+                                "£31,400",
+                                "£27,000",
+                                "£27,400",
+                                "£21,900",
+                                "£37,600",
+                                "£19,700",
+                                "£31,000",
+                                "£31,000",
+                                "£29,900",
+                                "£22,300",
+                                "£19,300",
+                                "£19,700",
                                 "c",
                                 "c",
+                                "£34,500",
                                 "c",
                                 "c",
                                 "c",
@@ -2185,187 +3321,83 @@
                                 "c",
                                 "c",
                                 "c",
+                                "c"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
+                            {
+                              "id": "Black",
+                              "name": "Black",
+                              "type": "numeric",
+                              "cell": [
                                 "c",
+                                "£41,600",
+                                "£37,800",
+                                "£28,100",
                                 "c",
                                 "c",
+                                "£30,300",
                                 "c",
                                 "c",
                                 "c",
+                                "£27,400",
                                 "c",
+                                "x",
+                                "c",
+                                "£31,000",
                                 "c",
                                 "c",
-                                "x",
-                                "x",
                                 "c",
                                 "c",
-                                "x",
                                 "c",
-                                "x",
                                 "c",
                                 "c",
-                                "c"
-                              ],
-                              "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
-                            },
-                            {
-                              "id": "Black",
-                              "name": "Black",
-                              "type": "numeric",
-                              "cell": [
                                 "c",
                                 "c",
-                                "x",
                                 "c",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
-                              ],
-                              "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
-                            },
-                            {
-                              "id": "Asian",
-                              "name": "Asian",
-                              "type": "numeric",
-                              "cell": [
                                 "c",
                                 "c",
                                 "c",
                                 "c",
                                 "c",
-                                "x",
                                 "x",
                                 "c",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
                                 "c",
                                 "x",
-                                "x",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
-                              ],
-                              "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
-                            },
-                            {
-                              "id": "Mixed",
-                              "name": "Mixed",
-                              "type": "numeric",
-                              "cell": [
                                 "c",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
+                                "c",
+                                "c",
+                                "c",
                                 "c",
                                 "x",
-                                "x",
-                                "x"
-                              ],
-                              "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
-                            },
-                            {
-                              "id": "Other",
-                              "name": "Other",
-                              "type": "numeric",
-                              "cell": [
                                 "c",
                                 "c",
-                                "x",
-                                "x",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "c",
                                 "x",
                                 "x",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "x",
+                                "c",
+                                "c",
                                 "x",
+                                "c",
                                 "x",
                                 "x",
                                 "x",
@@ -2375,22 +3407,16 @@
                                 "x",
                                 "x",
                                 "x",
+                                "c",
                                 "x",
+                                "c",
                                 "x",
                                 "x",
                                 "x",
                                 "x",
                                 "x",
                                 "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
+                                "c",
                                 "x",
                                 "x",
                                 "x",
@@ -2398,207 +3424,131 @@
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
-                              "id": "Not known",
-                              "name": "Not known",
+                              "id": "Asian",
+                              "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
+                                "£37,600",
+                                "£38,000",
+                                "£37,400",
+                                "£33,900",
+                                "£34,500",
+                                "£23,400",
+                                "£32,100",
+                                "£22,100",
+                                "c",
+                                "£28,500",
+                                "£27,200",
+                                "£27,000",
+                                "c",
+                                "£31,900",
+                                "£26,600",
+                                "£24,500",
+                                "£34,900",
+                                "c",
+                                "c",
+                                "c",
+                                "£35,800",
+                                "£34,300",
+                                "c",
+                                "c",
+                                "£35,000",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "£23,000",
+                                "c",
+                                "£32,500",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "c",
                                 "x",
                                 "x",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "x",
+                                "c",
+                                "c",
                                 "x",
+                                "c",
                                 "x",
+                                "c",
                                 "x",
                                 "x",
+                                "c",
+                                "c",
                                 "x",
+                                "c",
+                                "c",
                                 "x",
+                                "c",
                                 "x",
+                                "c",
+                                "c",
                                 "x",
+                                "c",
+                                "c",
+                                "c",
                                 "x",
                                 "x",
                                 "x",
                                 "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
+                                "c",
                                 "x",
                                 "x",
                                 "x",
                                 "c",
                                 "x",
-                                "x",
+                                "c",
                                 "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
-                            }
-                          ],
-                          "defaultPageSize": 300,
-                          "outlined": true,
-                          "dataKey": "random_key",
-                          "static": false,
-                          "nested": true
-                        },
-                        "children": [
-
-                        ]
-                      }
-                    ]
-                  },
-                  {
-                    "name": "div",
-                    "attribs": {
-                      "style": {
-                        "padding": "16px"
-                      }
-                    },
-                    "children": [
-                      {
-                        "name": "Reactable",
-                        "attribs": {
-                          "data": {
-                            "SECTIONNAME": [
-                              "Information and communication",
-                              "Information and communication",
-                              "Information and communication",
-                              "Information and communication",
-                              "Information and communication",
-                              "Information and communication",
-                              "Information and communication",
-                              "Information and communication",
-                              "Information and communication",
-                              "Information and communication",
-                              "Information and communication"
-                            ],
-                            "group_name": [
-                              "Computer programming; consultancy and related activities",
-                              "Publishing of books; periodicals and other publishing activities",
-                              "Data processing; hosting and related activities; web portals",
-                              "Motion picture; video and television programme activities",
-                              "Other telecommunications activities",
-                              "Software publishing",
-                              "Other information service activities",
-                              "Satellite telecommunications activities",
-                              "Sound recording and music publishing activities",
-                              "Television programming and broadcasting activities",
-                              "Wireless telecommunications activities"
-                            ],
-                            "White": [
-                              33900,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000
-                            ],
-                            "Black": [
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Asian": [
-                              42700,
-                              -10000,
-                              -10000,
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Mixed": [
-                              -10000,
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Other": [
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Not known": [
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ]
-                          },
-                          "columns": [
-                            {
-                              "id": "SECTIONNAME",
-                              "name": "Industry",
-                              "type": "character",
-                              "na": "x",
-                              "width": 500
-                            },
-                            {
-                              "id": "group_name",
-                              "name": "3 digit SIC code",
-                              "type": "character",
-                              "na": "x",
-                              "width": 300
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
-                              "id": "White",
-                              "name": "White",
+                              "id": "Mixed",
+                              "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "£33,900",
+                                "£35,000",
+                                "£41,600",
+                                "£42,700",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "c",
                                 "c",
                                 "c",
@@ -2608,56 +3558,58 @@
                                 "c",
                                 "c",
                                 "c",
-                                "c"
-                              ],
-                              "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
-                            },
-                            {
-                              "id": "Black",
-                              "name": "Black",
-                              "type": "numeric",
-                              "cell": [
                                 "c",
                                 "x",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "x",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "x",
+                                "c",
                                 "x",
                                 "x",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "x",
+                                "c",
+                                "c",
                                 "x",
+                                "c",
                                 "x",
                                 "x",
-                                "x"
-                              ],
-                              "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
-                            },
-                            {
-                              "id": "Asian",
-                              "name": "Asian",
-                              "type": "numeric",
-                              "cell": [
-                                "£42,700",
                                 "c",
+                                "x",
                                 "c",
                                 "x",
                                 "c",
+                                "c",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
                                 "x",
                                 "x",
                                 "x",
                                 "x",
                                 "x",
-                                "x"
-                              ],
-                              "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
-                            },
-                            {
-                              "id": "Mixed",
-                              "name": "Mixed",
-                              "type": "numeric",
-                              "cell": [
                                 "c",
                                 "c",
                                 "x",
@@ -2668,16 +3620,87 @@
                                 "x",
                                 "x",
                                 "x",
+                                "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "c",
+                                "c",
+                                "c",
+                                "x",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "x",
+                                "c",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "c",
+                                "c",
+                                "c",
+                                "x",
+                                "x",
+                                "c",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "c",
+                                "c",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "c",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "c",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
                                 "x",
                                 "c",
                                 "x",
@@ -2688,10 +3711,20 @@
                                 "x",
                                 "x",
                                 "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
@@ -2699,6 +3732,86 @@
                               "type": "numeric",
                               "cell": [
                                 "c",
+                                "£44,200",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "x",
+                                "x",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "x",
+                                "x",
+                                "c",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "c",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
                                 "x",
                                 "x",
                                 "x",
@@ -2711,12 +3824,12 @@
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "c4b5b05b0069325ebd3f9170a402d147",
                           "static": false,
                           "nested": true
                         },
@@ -2739,84 +3852,76 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Financial and insurance activities",
-                              "Financial and insurance activities",
-                              "Financial and insurance activities",
-                              "Financial and insurance activities",
-                              "Financial and insurance activities",
-                              "Financial and insurance activities",
-                              "Financial and insurance activities",
-                              "Financial and insurance activities"
+                              "Accommodation and food service activities",
+                              "Accommodation and food service activities",
+                              "Accommodation and food service activities",
+                              "Accommodation and food service activities",
+                              "Accommodation and food service activities",
+                              "Accommodation and food service activities",
+                              "Accommodation and food service activities"
                             ],
-                            "group_name": [
-                              "Monetary intermediation",
-                              "Activities auxiliary to insurance and pension funding",
-                              "Activities auxiliary to financial services; except insurance and pension funding",
-                              "Fund management activities",
-                              "Insurance",
-                              "Other financial service activities; except insurance and pension funding",
-                              "Pension funding",
-                              "Activities of holding companies"
+                            "group_name": [
+                              "Restaurants and mobile food service activities",
+                              "Beverage serving activities",
+                              "Hotels and similar accommodation",
+                              "Event catering and other food service activities",
+                              "Camping grounds; recreational vehicle parks and trailer parks",
+                              "Holiday and other short-stay accommodation",
+                              "Other accommodation"
                             ],
                             "White": [
-                              42000,
-                              29600,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              "NA"
+                              17500,
+                              17500,
+                              19700,
+                              23400,
+                              19000,
+                              18100,
+                              24300
                             ],
                             "Black": [
+                              16400,
+                              17500,
+                              19700,
+                              21500,
                               -10000,
                               -10000,
-                              "NA",
-                              "NA",
-                              -10000,
-                              -10000,
-                              "NA",
-                              "NA"
+                              23400
                             ],
                             "Asian": [
-                              28100,
-                              -10000,
-                              -10000,
-                              "NA",
+                              16400,
+                              21200,
+                              19000,
+                              23300,
                               -10000,
                               -10000,
-                              "NA",
                               -10000
                             ],
                             "Mixed": [
+                              16400,
+                              17200,
+                              19700,
+                              23700,
                               -10000,
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA",
                               -10000,
-                              "NA",
                               "NA"
                             ],
                             "Other": [
+                              14600,
+                              -10000,
+                              -10000,
+                              -10000,
                               "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
+                              -10000,
                               "NA"
                             ],
                             "Not known": [
+                              14400,
+                              17200,
+                              16800,
+                              21400,
                               -10000,
                               -10000,
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              -10000
                             ]
                           },
                           "columns": [
@@ -2839,107 +3944,101 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£42,000",
-                                "£29,600",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "x"
+                                "£17,500",
+                                "£17,500",
+                                "£19,700",
+                                "£23,400",
+                                "£19,000",
+                                "£18,100",
+                                "£24,300"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
+                                "£16,400",
+                                "£17,500",
+                                "£19,700",
+                                "£21,500",
                                 "c",
                                 "c",
-                                "x",
-                                "x",
-                                "c",
-                                "c",
-                                "x",
-                                "x"
+                                "£23,400"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "£28,100",
-                                "c",
-                                "c",
-                                "x",
+                                "£16,400",
+                                "£21,200",
+                                "£19,000",
+                                "£23,300",
                                 "c",
                                 "c",
-                                "x",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "£16,400",
+                                "£17,200",
+                                "£19,700",
+                                "£23,700",
                                 "c",
-                                "x",
-                                "x",
-                                "c",
-                                "x",
                                 "c",
-                                "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "£14,600",
+                                "c",
+                                "c",
+                                "c",
                                 "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
+                                "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
+                                "£14,400",
+                                "£17,200",
+                                "£16,800",
+                                "£21,400",
                                 "c",
                                 "c",
-                                "x",
-                                "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "3d0b94a12d324d4264b5a378341ba8bd",
                           "static": false,
                           "nested": true
                         },
@@ -2970,52 +4069,52 @@
                             ],
                             "group_name": [
                               "Sports activities",
-                              "Amusement and recreation activities",
                               "Creative; arts and entertainment activities",
+                              "Libraries; archives; museums and other cultural activities",
                               "Gambling and betting activities",
-                              "Libraries; archives; museums and other cultural activities"
+                              "Amusement and recreation activities"
                             ],
                             "White": [
-                              28800,
-                              -10000,
-                              -10000,
-                              "NA",
-                              -10000
+                              23700,
+                              22600,
+                              20800,
+                              28100,
+                              19300
                             ],
                             "Black": [
+                              23400,
+                              25900,
                               -10000,
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA"
+                              19700,
+                              -10000
                             ],
                             "Asian": [
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              23500,
+                              27000,
+                              22600,
+                              24600,
+                              -10000
                             ],
                             "Mixed": [
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              22400,
+                              22300,
+                              19700,
+                              25400,
+                              -10000
                             ],
                             "Other": [
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              24800,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000
                             ],
                             "Not known": [
+                              21500,
+                              19000,
+                              22300,
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              -10000
                             ]
                           },
                           "columns": [
@@ -3038,89 +4137,89 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£28,800",
-                                "c",
-                                "c",
-                                "x",
-                                "c"
+                                "£23,700",
+                                "£22,600",
+                                "£20,800",
+                                "£28,100",
+                                "£19,300"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
+                                "£23,400",
+                                "£25,900",
                                 "c",
-                                "x",
-                                "x",
-                                "c",
-                                "x"
+                                "£19,700",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "£23,500",
+                                "£27,000",
+                                "£22,600",
+                                "£24,600",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "£22,400",
+                                "£22,300",
+                                "£19,700",
+                                "£25,400",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "£24,800",
+                                "c",
+                                "c",
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
+                                "£21,500",
+                                "£19,000",
+                                "£22,300",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "da51490eb0a9e9d282520a82e992021a",
                           "static": false,
                           "nested": true
                         },
@@ -3143,61 +4242,117 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Accommodation and food service activities",
-                              "Accommodation and food service activities",
-                              "Accommodation and food service activities",
-                              "Accommodation and food service activities",
-                              "Accommodation and food service activities",
-                              "Accommodation and food service activities",
-                              "Accommodation and food service activities"
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage"
                             ],
                             "group_name": [
-                              "Beverage serving activities",
-                              "Restaurants and mobile food service activities",
-                              "Event catering and other food service activities",
-                              "Hotels and similar accommodation",
-                              "Camping grounds; recreational vehicle parks and trailer parks",
-                              "Holiday and other short-stay accommodation",
-                              "Other accommodation"
+                              "Support activities for transportation",
+                              "Warehousing and storage",
+                              "Other passenger land transport ",
+                              "Passenger air transport",
+                              "Other postal and courier activities",
+                              "Postal activities under universal service obligation",
+                              "Freight transport by road and removal services",
+                              "Passenger rail transport; interurban",
+                              "Sea and coastal passenger water transport",
+                              "Sea and coastal freight water transport",
+                              "Freight air transport and space transport",
+                              "Freight rail transport",
+                              "Inland passenger water transport",
+                              "Transport via pipeline",
+                              "Inland freight water transport"
                             ],
                             "White": [
-                              23000,
-                              18600,
+                              31000,
+                              31800,
+                              32300,
+                              29200,
+                              30300,
+                              25200,
+                              25200,
+                              33600,
+                              22600,
+                              32800,
                               -10000,
                               -10000,
                               -10000,
-                              "NA",
-                              "NA"
+                              -10000,
+                              -10000
                             ],
                             "Black": [
-                              "NA",
+                              26500,
+                              25700,
+                              32500,
+                              24500,
+                              29600,
+                              34700,
+                              27400,
+                              31600,
                               "NA",
                               -10000,
+                              -10000,
                               "NA",
                               "NA",
-                              "NA",
-                              -10000
+                              -10000,
+                              "NA"
                             ],
                             "Asian": [
+                              28800,
+                              29200,
+                              31800,
+                              25200,
+                              27300,
+                              24800,
+                              27600,
+                              32500,
                               "NA",
                               -10000,
-                              -10000,
-                              -10000,
                               "NA",
+                              -10000,
                               "NA",
+                              -10000,
                               "NA"
                             ],
                             "Mixed": [
+                              30700,
+                              31400,
+                              34900,
+                              22300,
+                              20800,
+                              -10000,
                               -10000,
                               -10000,
-                              "NA",
                               -10000,
                               "NA",
                               "NA",
+                              "NA",
+                              "NA",
+                              "NA",
                               "NA"
                             ],
                             "Other": [
+                              28500,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
                               "NA",
+                              -10000,
                               "NA",
                               "NA",
                               "NA",
@@ -3206,12 +4361,20 @@
                               "NA"
                             ],
                             "Not known": [
+                              28500,
+                              28100,
+                              34500,
+                              -10000,
+                              59900,
                               -10000,
+                              -10000,
+                              33000,
+                              "NA",
+                              "NA",
                               "NA",
                               "NA",
                               "NA",
                               "NA",
-                              -10000,
                               "NA"
                             ]
                           },
@@ -3235,71 +4398,111 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£23,000",
-                                "£18,600",
+                                "£31,000",
+                                "£31,800",
+                                "£32,300",
+                                "£29,200",
+                                "£30,300",
+                                "£25,200",
+                                "£25,200",
+                                "£33,600",
+                                "£22,600",
+                                "£32,800",
                                 "c",
                                 "c",
                                 "c",
-                                "x",
-                                "x"
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "x",
+                                "£26,500",
+                                "£25,700",
+                                "£32,500",
+                                "£24,500",
+                                "£29,600",
+                                "£34,700",
+                                "£27,400",
+                                "£31,600",
                                 "x",
                                 "c",
+                                "c",
                                 "x",
                                 "x",
-                                "x",
-                                "c"
+                                "c",
+                                "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
+                                "£28,800",
+                                "£29,200",
+                                "£31,800",
+                                "£25,200",
+                                "£27,300",
+                                "£24,800",
+                                "£27,600",
+                                "£32,500",
                                 "x",
                                 "c",
-                                "c",
-                                "c",
                                 "x",
+                                "c",
                                 "x",
+                                "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "£30,700",
+                                "£31,400",
+                                "£34,900",
+                                "£22,300",
+                                "£20,800",
+                                "c",
                                 "c",
                                 "c",
-                                "x",
                                 "c",
                                 "x",
                                 "x",
+                                "x",
+                                "x",
+                                "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "£28,500",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "x",
+                                "c",
                                 "x",
                                 "x",
                                 "x",
@@ -3308,28 +4511,36 @@
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
+                                "£28,500",
+                                "£28,100",
+                                "£34,500",
+                                "c",
+                                "£59,900",
                                 "c",
+                                "c",
+                                "£33,000",
+                                "x",
+                                "x",
                                 "x",
                                 "x",
                                 "x",
                                 "x",
-                                "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "61379e38d8254173c80a23bc2686db4c",
                           "static": false,
                           "nested": true
                         },
@@ -3352,83 +4563,91 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Transportation and storage",
-                              "Transportation and storage",
-                              "Transportation and storage",
-                              "Transportation and storage",
-                              "Transportation and storage",
-                              "Transportation and storage",
-                              "Transportation and storage",
-                              "Transportation and storage"
+                              "Construction",
+                              "Construction",
+                              "Construction",
+                              "Construction",
+                              "Construction",
+                              "Construction",
+                              "Construction",
+                              "Construction",
+                              "Construction"
                             ],
                             "group_name": [
-                              "Support activities for transportation",
-                              "Warehousing and storage",
-                              "Freight transport by road and removal services",
-                              "Other passenger land transport ",
-                              "Other postal and courier activities",
-                              "Passenger air transport",
-                              "Passenger rail transport; interurban",
-                              "Postal activities under universal service obligation"
+                              "Construction of residential and non-residential buildings",
+                              "Construction of other civil engineering projects",
+                              "Electrical; plumbing and other construction installation activities",
+                              "Development of building projects",
+                              "Building completion and finishing",
+                              "Construction of utility projects",
+                              "Other specialised construction activities",
+                              "Construction of roads and railways",
+                              "Demolition and site preparation"
                             ],
                             "White": [
+                              40900,
+                              40200,
+                              25600,
+                              40900,
+                              28100,
+                              35800,
+                              29900,
+                              36100,
+                              31000
+                            ],
+                            "Black": [
+                              35000,
+                              35400,
+                              29600,
+                              46700,
                               -10000,
+                              32800,
                               -10000,
                               -10000,
+                              -10000
+                            ],
+                            "Asian": [
+                              38500,
+                              37600,
+                              26800,
+                              38500,
+                              23400,
+                              32500,
                               -10000,
                               -10000,
-                              -10000,
-                              -10000,
-                              -10000
+                              "NA"
                             ],
-                            "Black": [
-                              "NA",
+                            "Mixed": [
+                              36300,
+                              37200,
                               -10000,
+                              35400,
                               -10000,
                               -10000,
-                              "NA",
                               -10000,
                               -10000,
-                              "NA"
+                              -10000
                             ],
-                            "Asian": [
+                            "Other": [
+                              38000,
                               -10000,
                               -10000,
-                              "NA",
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              -10000
-                            ],
-                            "Mixed": [
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Other": [
-                              "NA",
-                              "NA",
-                              "NA",
                               -10000,
                               "NA",
-                              "NA",
-                              "NA",
                               "NA"
                             ],
                             "Not known": [
-                              "NA",
-                              "NA",
-                              "NA",
+                              44200,
+                              34700,
+                              27200,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
                               "NA"
                             ]
                           },
@@ -3452,107 +4671,113 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c"
+                                "£40,900",
+                                "£40,200",
+                                "£25,600",
+                                "£40,900",
+                                "£28,100",
+                                "£35,800",
+                                "£29,900",
+                                "£36,100",
+                                "£31,000"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "c",
-                                "c",
+                                "£35,000",
+                                "£35,400",
+                                "£29,600",
+                                "£46,700",
                                 "c",
-                                "x",
+                                "£32,800",
                                 "c",
                                 "c",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
+                                "£38,500",
+                                "£37,600",
+                                "£26,800",
+                                "£38,500",
+                                "£23,400",
+                                "£32,500",
                                 "c",
                                 "c",
-                                "x",
-                                "c",
-                                "x",
-                                "x",
-                                "x",
-                                "c"
+                                "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "£36,300",
+                                "£37,200",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
+                                "£35,400",
                                 "c",
-                                "x",
-                                "x",
-                                "x"
+                                "c",
+                                "c",
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x",
-                                "x",
+                                "£38,000",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "c",
-                                "x",
-                                "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x",
-                                "x",
+                                "£44,200",
+                                "£34,700",
+                                "£27,200",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "9c5fa588ed435d4d060f8fdaf140c1f6",
                           "static": false,
                           "nested": true
                         },
@@ -3575,44 +4800,68 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
+                              "Other service activities",
+                              "Other service activities",
+                              "Other service activities",
                               "Other service activities",
                               "Other service activities",
                               "Other service activities"
                             ],
                             "group_name": [
-                              "Other personal service activities",
                               "Activities of other membership organisations",
-                              "Activities of business; employers and professional membership organisations"
+                              "Other personal service activities",
+                              "Activities of business; employers and professional membership organisations",
+                              "Repair of computers and communication equipment",
+                              "Activities of trade unions",
+                              "Repair of personal and household goods"
                             ],
                             "White": [
-                              24800,
-                              -10000,
-                              -10000
+                              23000,
+                              24300,
+                              30300,
+                              34300,
+                              36800,
+                              18200
                             ],
                             "Black": [
-                              "NA",
+                              23000,
+                              27400,
+                              29200,
+                              -10000,
                               -10000,
                               -10000
                             ],
                             "Asian": [
-                              -10000,
+                              23400,
+                              22800,
+                              30300,
+                              28100,
                               -10000,
                               -10000
                             ],
                             "Mixed": [
-                              "NA",
-                              "NA",
+                              22600,
+                              29900,
+                              29700,
+                              -10000,
+                              -10000,
                               "NA"
                             ],
                             "Other": [
                               -10000,
-                              "NA",
+                              15300,
+                              -10000,
+                              -10000,
+                              -10000,
                               "NA"
                             ],
                             "Not known": [
+                              23700,
+                              24500,
+                              32800,
                               -10000,
                               -10000,
-                              "NA"
+                              -10000
                             ]
                           },
                           "columns": [
@@ -3635,48 +4884,60 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£24,800",
-                                "c",
-                                "c"
+                                "£23,000",
+                                "£24,300",
+                                "£30,300",
+                                "£34,300",
+                                "£36,800",
+                                "£18,200"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "x",
+                                "£23,000",
+                                "£27,400",
+                                "£29,200",
+                                "c",
                                 "c",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "c",
+                                "£23,400",
+                                "£22,800",
+                                "£30,300",
+                                "£28,100",
                                 "c",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x",
+                                "£22,600",
+                                "£29,900",
+                                "£29,700",
+                                "c",
+                                "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
@@ -3684,28 +4945,34 @@
                               "type": "numeric",
                               "cell": [
                                 "c",
-                                "x",
+                                "£15,300",
+                                "c",
+                                "c",
+                                "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
+                                "£23,700",
+                                "£24,500",
+                                "£32,800",
                                 "c",
                                 "c",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "d44bd26c76c0741e399078a80d883d24",
                           "static": false,
                           "nested": true
                         },
@@ -3728,35 +4995,43 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
+                              "Real estate activities",
                               "Real estate activities",
                               "Real estate activities"
                             ],
                             "group_name": [
                               "Real estate activities on a fee or contract basis",
-                              "Renting and operating of own or leased real estate"
+                              "Renting and operating of own or leased real estate",
+                              "Buying and selling of own real estate"
                             ],
                             "White": [
-                              -10000,
-                              23700
+                              31000,
+                              26300,
+                              31400
                             ],
                             "Black": [
-                              -10000,
+                              28500,
+                              26600,
                               -10000
                             ],
                             "Asian": [
-                              -10000,
+                              27700,
+                              27600,
                               "NA"
                             ],
                             "Mixed": [
-                              -10000,
-                              "NA"
+                              28500,
+                              29200,
+                              -10000
                             ],
                             "Other": [
-                              "NA",
+                              29900,
+                              -10000,
                               "NA"
                             ],
                             "Not known": [
-                              "NA",
+                              26100,
+                              27000,
                               "NA"
                             ]
                           },
@@ -3780,71 +5055,77 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "£23,700"
+                                "£31,000",
+                                "£26,300",
+                                "£31,400"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "c",
+                                "£28,500",
+                                "£26,600",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "c",
+                                "£27,700",
+                                "£27,600",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "x"
+                                "£28,500",
+                                "£29,200",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
-                                "x",
+                                "£29,900",
+                                "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "x",
+                                "£26,100",
+                                "£27,000",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "701f527a04b49f8c9750b51cd66ec561",
                           "static": false,
                           "nested": true
                         },
@@ -3867,67 +5148,43 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Construction",
-                              "Construction",
-                              "Construction",
-                              "Construction",
-                              "Construction",
-                              "Construction"
+                              "Electricity, gas, steam and air conditioning supply",
+                              "Electricity, gas, steam and air conditioning supply",
+                              "Electricity, gas, steam and air conditioning supply"
                             ],
                             "group_name": [
-                              "Construction of residential and non-residential buildings",
-                              "Electrical; plumbing and other construction installation activities",
-                              "Building completion and finishing",
-                              "Construction of other civil engineering projects",
-                              "Demolition and site preparation",
-                              "Other specialised construction activities"
+                              "Electric power generation; transmission and distribution",
+                              "Manufacture of gas; distribution of gaseous fuels through mains",
+                              "Steam and air conditioning supply"
                             ],
                             "White": [
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
+                              35000,
+                              43000,
                               -10000
                             ],
                             "Black": [
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
+                              26400,
+                              36600,
                               "NA"
                             ],
                             "Asian": [
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
+                              26600,
+                              38900,
                               "NA"
                             ],
                             "Mixed": [
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
+                              27400,
+                              -10000,
                               "NA"
                             ],
                             "Other": [
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
+                              -10000,
+                              -10000,
                               "NA"
                             ],
                             "Not known": [
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
+                              31000,
+                              -10000,
                               "NA"
                             ]
                           },
@@ -3951,95 +5208,77 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
+                                "£35,000",
+                                "£43,000",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "c",
-                                "x",
-                                "x",
-                                "x",
+                                "£26,400",
+                                "£36,600",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
+                                "£26,600",
+                                "£38,900",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
+                                "£27,400",
+                                "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
+                                "c",
+                                "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
+                                "£31,000",
+                                "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "e25c16fa5058aaeeecd7e84daabd8802",
                           "static": false,
                           "nested": true
                         },
@@ -4062,36 +5301,68 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
+                              "Water supply - sewerage, waste management and remediation activities",
+                              "Water supply - sewerage, waste management and remediation activities",
+                              "Water supply - sewerage, waste management and remediation activities",
+                              "Water supply - sewerage, waste management and remediation activities",
                               "Water supply - sewerage, waste management and remediation activities",
                               "Water supply - sewerage, waste management and remediation activities"
                             ],
                             "group_name": [
+                              "Water collection; treatment and supply",
                               "Waste collection",
-                              "Water collection; treatment and supply"
+                              "Sewerage",
+                              "Waste treatment and disposal",
+                              "Materials recovery",
+                              "Remediation activities and other waste management services"
                             ],
                             "White": [
-                              -10000,
-                              -10000
+                              31800,
+                              28500,
+                              32300,
+                              29000,
+                              26300,
+                              25600
                             ],
                             "Black": [
-                              "NA",
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
                               "NA"
                             ],
                             "Asian": [
-                              "NA",
-                              "NA"
+                              34300,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000
                             ],
                             "Mixed": [
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
                               "NA",
                               "NA"
                             ],
                             "Other": [
+                              -10000,
+                              -10000,
+                              -10000,
+                              "NA",
                               "NA",
                               "NA"
                             ],
                             "Not known": [
-                              "NA",
-                              -10000
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              "NA"
                             ]
                           },
                           "columns": [
@@ -4114,71 +5385,95 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "c"
+                                "£31,800",
+                                "£28,500",
+                                "£32,300",
+                                "£29,000",
+                                "£26,300",
+                                "£25,600"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "x",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x"
+                                "£34,300",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "c",
+                                "c",
+                                "c",
+                                "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "c"
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "923e1ac5c10d203ac47ba5f8bfb99319",
                           "static": false,
                           "nested": true
                         },
@@ -4201,34 +5496,98 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Electricity, gas, steam and air conditioning supply",
-                              "Electricity, gas, steam and air conditioning supply"
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing"
                             ],
                             "group_name": [
-                              "Electric power generation; transmission and distribution",
-                              "Manufacture of gas; distribution of gaseous fuels through mains"
+                              "Animal production",
+                              "Growing of non-perennial crops",
+                              "Support activities to agriculture and post-harvest crop activities",
+                              "Mixed farming",
+                              "Silviculture and other forestry activities",
+                              "Growing of perennial crops",
+                              "Aquaculture",
+                              "Plant propagation",
+                              "Logging",
+                              "Support services to forestry"
                             ],
                             "White": [
+                              21500,
+                              23700,
+                              20100,
+                              27000,
+                              25200,
+                              20400,
+                              -10000,
+                              -10000,
                               -10000,
                               -10000
                             ],
                             "Black": [
                               -10000,
-                              -10000
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA"
                             ],
                             "Asian": [
+                              -10000,
+                              "NA",
+                              -10000,
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
                               "NA",
                               "NA"
                             ],
                             "Mixed": [
+                              "NA",
+                              -10000,
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              -10000,
                               "NA",
                               "NA"
                             ],
                             "Other": [
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
                               "NA",
                               "NA"
                             ],
                             "Not known": [
+                              -10000,
+                              -10000,
+                              -10000,
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
                               "NA",
                               "NA"
                             ]
@@ -4253,11 +5612,19 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
+                                "£21,500",
+                                "£23,700",
+                                "£20,100",
+                                "£27,000",
+                                "£25,200",
+                                "£20,400",
+                                "c",
+                                "c",
                                 "c",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
@@ -4265,59 +5632,99 @@
                               "type": "numeric",
                               "cell": [
                                 "c",
-                                "c"
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
+                                "c",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "c",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
+                                "c",
+                                "c",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "0456fba48981e97a1bd1169e994cd1b1",
                           "static": false,
                           "nested": true
                         },
@@ -4346,22 +5753,22 @@
                               "Activities of households as employers of domestic personnel"
                             ],
                             "White": [
-                              "NA"
+                              20800
                             ],
                             "Black": [
-                              "NA"
+                              17900
                             ],
                             "Asian": [
-                              -10000
+                              13900
                             ],
                             "Mixed": [
-                              "NA"
+                              -10000
                             ],
                             "Other": [
-                              "NA"
+                              -10000
                             ],
                             "Not known": [
-                              "NA"
+                              18200
                             ]
                           },
                           "columns": [
@@ -4384,65 +5791,65 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "x"
+                                "£20,800"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "x"
+                                "£17,900"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "c"
+                                "£13,900"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "x"
+                                "£18,200"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "23ab3efe1f129adee5e465b805665c26",
                           "static": false,
                           "nested": true
                         },
@@ -4465,36 +5872,76 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Agriculture, forestry and fishing",
-                              "Agriculture, forestry and fishing"
+                              "Mining and quarrying",
+                              "Mining and quarrying",
+                              "Mining and quarrying",
+                              "Mining and quarrying",
+                              "Mining and quarrying",
+                              "Mining and quarrying",
+                              "Mining and quarrying"
                             ],
                             "group_name": [
-                              "Animal production",
-                              "Support activities to agriculture and post-harvest crop activities"
+                              "Quarrying of stone; sand and clay",
+                              "Support activities for petroleum and natural gas extraction",
+                              "Extraction of crude petroleum",
+                              "Mining and quarrying n.e.c.",
+                              "Extraction of natural gas",
+                              "Mining of hard coal",
+                              "Support activities for other mining and quarrying"
                             ],
                             "White": [
+                              31000,
+                              73900,
+                              54000,
+                              -10000,
+                              -10000,
                               -10000,
                               -10000
                             ],
                             "Black": [
+                              -10000,
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
                               "NA",
                               "NA"
                             ],
                             "Asian": [
+                              "NA",
+                              -10000,
+                              -10000,
+                              "NA",
+                              "NA",
                               "NA",
                               "NA"
                             ],
                             "Mixed": [
+                              "NA",
+                              -10000,
+                              "NA",
+                              "NA",
+                              "NA",
                               "NA",
                               "NA"
                             ],
                             "Other": [
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
                               "NA",
                               "NA"
                             ],
                             "Not known": [
                               "NA",
-                              -10000
+                              -10000,
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA"
                             ]
                           },
                           "columns": [
@@ -4517,55 +5964,80 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
+                                "£31,000",
+                                "£73,900",
+                                "£54,000",
+                                "c",
+                                "c",
                                 "c",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
+                                "x",
+                                "c",
+                                "c",
+                                "x",
+                                "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
@@ -4573,15 +6045,20 @@
                               "type": "numeric",
                               "cell": [
                                 "x",
-                                "c"
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "27a30091c16748ac0d39f6467e78d2f3",
                           "static": false,
                           "nested": true
                         },
@@ -4604,28 +6081,28 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Mining and quarrying"
+                              "Activities of extraterritorial organisations and bodies"
                             ],
                             "group_name": [
-                              "Support activities for petroleum and natural gas extraction"
+                              "Activities of extraterritorial organisations and bodies"
                             ],
                             "White": [
                               -10000
                             ],
                             "Black": [
-                              "NA"
+                              -10000
                             ],
                             "Asian": [
                               -10000
                             ],
                             "Mixed": [
-                              "NA"
+                              -10000
                             ],
                             "Other": [
-                              "NA"
+                              -10000
                             ],
                             "Not known": [
-                              "NA"
+                              -10000
                             ]
                           },
                           "columns": [
@@ -4651,17 +6128,17 @@
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
@@ -4671,42 +6148,42 @@
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "6958a12a02f376dc60ab3f022fbf3f54",
                           "static": false,
                           "nested": true
                         },
@@ -4735,22 +6212,22 @@
                               "Not known"
                             ],
                             "White": [
-                              20500
+                              19300
                             ],
                             "Black": [
-                              12400
+                              13500
                             ],
                             "Asian": [
-                              16800
+                              19300
                             ],
                             "Mixed": [
-                              16700
+                              17900
                             ],
                             "Other": [
-                              -10000
+                              13300
                             ],
                             "Not known": [
-                              22300
+                              13900
                             ]
                           },
                           "columns": [
@@ -4773,65 +6250,65 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£20,500"
+                                "£19,300"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "£12,400"
+                                "£13,500"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "£16,800"
+                                "£19,300"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "£16,700"
+                                "£17,900"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
-                                "c"
+                                "£13,300"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "£22,300"
+                                "£13,900"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "00d52611481e981a55a6abc0360fa0e4",
                           "static": false,
                           "nested": true
                         },
@@ -4872,31 +6349,32 @@
                   "fontWeight": "bold"
                 },
                 "cell": [
-                  "£29,900",
+                  "£29,600",
                   "£27,700",
-                  "£28,800",
-                  "£32,100",
-                  "£26,300",
-                  "£30,300",
-                  "£32,500",
                   "£32,800",
-                  "£33,400",
-                  "£28,100",
-                  "£21,900",
-                  "£29,600",
-                  "£23,000",
-                  "£24,100",
-                  "£31,000",
-                  "c",
-                  "c",
-                  "x",
-                  "c",
+                  "£24,500",
+                  "£33,900",
+                  "£26,300",
+                  "£29,900",
+                  "£38,000",
+                  "£33,600",
+                  "£18,200",
+                  "£22,600",
+                  "£29,900",
+                  "£36,100",
+                  "£25,200",
+                  "£29,200",
+                  "£37,600",
+                  "£30,700",
+                  "£23,700",
+                  "£20,800",
+                  "£44,900",
                   "c",
-                  "£20,500"
+                  "£19,300"
                 ],
-                "footer": "4,405",
+                "footer": "154,335",
                 "na": "x",
-                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
               },
               {
                 "id": "Black",
@@ -4906,31 +6384,32 @@
                   "fontWeight": "bold"
                 },
                 "cell": [
-                  "£29,600",
                   "£30,700",
-                  "£21,500",
-                  "£28,100",
-                  "£23,000",
+                  "£27,700",
+                  "£29,900",
+                  "£22,600",
+                  "£33,200",
+                  "£23,400",
                   "£31,000",
+                  "£33,900",
+                  "£30,800",
+                  "£19,300",
+                  "£22,600",
+                  "£28,800",
+                  "£33,900",
+                  "£27,400",
+                  "£27,600",
+                  "£29,000",
+                  "£28,100",
                   "c",
+                  "£17,900",
                   "c",
                   "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "c",
-                  "x",
-                  "x",
-                  "x",
-                  "£12,400"
+                  "£13,500"
                 ],
-                "footer": "490",
+                "footer": "12,890",
                 "na": "x",
-                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
               },
               {
                 "id": "Asian",
@@ -4940,31 +6419,32 @@
                   "fontWeight": "bold"
                 },
                 "cell": [
+                  "£34,300",
+                  "£27,400",
+                  "£32,100",
+                  "£25,600",
+                  "£35,800",
+                  "£24,800",
                   "£29,900",
+                  "£38,700",
+                  "£32,800",
+                  "£18,200",
+                  "£24,100",
+                  "£28,500",
+                  "£33,900",
                   "£26,600",
-                  "£36,900",
-                  "£35,000",
-                  "£26,900",
-                  "c",
-                  "£29,200",
-                  "£40,200",
-                  "£26,300",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
+                  "£27,700",
+                  "£31,800",
+                  "£27,400",
                   "c",
-                  "x",
-                  "x",
-                  "x",
+                  "£13,900",
                   "c",
-                  "x",
                   "c",
-                  "£16,800"
+                  "£19,300"
                 ],
-                "footer": "820",
+                "footer": "21,955",
                 "na": "x",
-                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
               },
               {
                 "id": "Mixed",
@@ -4974,31 +6454,32 @@
                   "fontWeight": "bold"
                 },
                 "cell": [
-                  "£32,500",
-                  "£25,900",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
+                  "£32,100",
+                  "£27,700",
+                  "£33,400",
+                  "£24,500",
+                  "£33,900",
+                  "£26,600",
+                  "£31,400",
+                  "£42,000",
+                  "£33,200",
+                  "£18,200",
+                  "£22,000",
+                  "£29,600",
+                  "£36,100",
+                  "£28,800",
+                  "£28,500",
+                  "£28,800",
+                  "£30,700",
                   "c",
                   "c",
                   "c",
-                  "x",
                   "c",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "£16,700"
+                  "£17,900"
                 ],
-                "footer": "170",
+                "footer": "6,905",
                 "na": "x",
-                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
               },
               {
                 "id": "Other",
@@ -5008,31 +6489,32 @@
                   "fontWeight": "bold"
                 },
                 "cell": [
-                  "£29,900",
-                  "c",
-                  "c",
+                  "£33,600",
+                  "£28,300",
+                  "£33,200",
+                  "£22,600",
+                  "£35,800",
+                  "£27,700",
+                  "£31,800",
+                  "£40,900",
+                  "£35,400",
+                  "£15,300",
+                  "£22,800",
+                  "£28,500",
+                  "£36,100",
+                  "£26,800",
+                  "£29,200",
                   "c",
                   "c",
                   "x",
                   "c",
-                  "c",
-                  "x",
-                  "x",
                   "x",
                   "c",
-                  "c",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "c"
+                  "£13,300"
                 ],
-                "footer": "50",
+                "footer": "2,120",
                 "na": "x",
-                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
               },
               {
                 "id": "Not known",
@@ -5042,37 +6524,38 @@
                   "fontWeight": "bold"
                 },
                 "cell": [
-                  "£29,600",
-                  "£25,200",
-                  "£20,400",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
+                  "£29,900",
+                  "£26,300",
+                  "£32,100",
+                  "£20,800",
+                  "£33,600",
+                  "£23,000",
+                  "£30,300",
+                  "£32,100",
+                  "£31,800",
+                  "£17,200",
+                  "£21,400",
+                  "£29,700",
+                  "£33,200",
+                  "£24,300",
+                  "£26,800",
+                  "£32,100",
+                  "£30,300",
                   "c",
-                  "x",
-                  "x",
+                  "£18,200",
                   "c",
-                  "x",
-                  "x",
                   "c",
-                  "x",
-                  "£22,300"
+                  "£13,900"
                 ],
-                "footer": "185",
+                "footer": "4,730",
                 "na": "x",
-                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 40200\n              var min = 12400\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 44900\n              var min = 13300\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
               }
             ],
             "defaultPageSize": 22,
             "showSortable": true,
             "height": "600px",
-            "dataKey": "random_key",
+            "dataKey": "6a7b8080c44fc3389c254e1fc185683f",
             "static": false
           },
           "children": [
@@ -5208,6 +6691,12 @@
         "tag.attribs.columns.0.details.20.children.0.attribs.columns.5.style",
         "tag.attribs.columns.0.details.20.children.0.attribs.columns.6.style",
         "tag.attribs.columns.0.details.20.children.0.attribs.columns.7.style",
+        "tag.attribs.columns.0.details.21.children.0.attribs.columns.2.style",
+        "tag.attribs.columns.0.details.21.children.0.attribs.columns.3.style",
+        "tag.attribs.columns.0.details.21.children.0.attribs.columns.4.style",
+        "tag.attribs.columns.0.details.21.children.0.attribs.columns.5.style",
+        "tag.attribs.columns.0.details.21.children.0.attribs.columns.6.style",
+        "tag.attribs.columns.0.details.21.children.0.attribs.columns.7.style",
         "tag.attribs.columns.3.style",
         "tag.attribs.columns.4.style",
         "tag.attribs.columns.5.style",
@@ -5222,7 +6711,7 @@
 
       ]
     },
-    "crosstab_text": "For first degree graduates of Allied health, five years after graduation, <b> <b>Human health and social work activities<\/b> <\/b> was the most common industry  for all ethnicities.<br/><br/>The industry with the largest range in proportions was <b>Human health and social work activities<\/b> where <b>Other<\/b> ethnicity graduates had the highest proportion and <b>Asian<\/b> ethnicity graduates had the lowest proportion. The industry with the largest range in median earnings was <b>Wholesale and retail trade - repair of motor vehicles and motorcycles<\/b> where <b>Asian<\/b> ethnicity graduates had the highest median earnings (<b><b>£36,900<\/b><\/b>) and <b>Black<\/b> ethnicity graduates had the lowest median earnings (<b><b>£21,500<\/b><\/b>).  The group with the highest earnings was  <b>Asian<\/b> ethnicity graduates who worked in the <b>Information and communication<\/b> industry (median earnings of <b>£40,200<\/b>). <br/><br/>",
-    "crosstab_title": "<h4> Industry of graduate employment for graduates of Allied health by ethnicity, five years after\n                          graduation, male and female first degree graduates from HE providers,\n                            2020/21 tax year.<\/h4>"
+    "crosstab_text": "For first degree graduates of all subjects, five years after graduation, <b> <b>Education<\/b> <\/b> was the most common industry  for  White  ethnicity graduates,\n                      and <b> <b>Human health and social work activities<\/b> <\/b> was the most common industry  for  Black, Asian, Mixed, Other  and Not known  ethnicity graduates.<br/><br/>The industry with the largest range in proportions was <b>Human health and social work activities<\/b> where <b>Black<\/b> ethnicity graduates had the highest proportion and <b>White<\/b> ethnicity graduates had the lowest proportion. The industry with the largest range in median earnings was <b>Electricity, gas, steam and air conditioning supply<\/b> where <b>White<\/b> ethnicity graduates had the highest median earnings (<b><b>£37,600<\/b><\/b>) and <b>Mixed<\/b> ethnicity graduates had the lowest median earnings (<b><b>£28,800<\/b><\/b>).  The group with the highest earnings was  <b>White<\/b> ethnicity graduates who worked in the <b>Mining and quarrying<\/b> industry (median earnings of <b>£44,900<\/b>). <br/><br/>",
+    "crosstab_title": "<h4> Industry of graduate employment for graduates of all subjects by ethnicity, five years after\n                          graduation, male and female first degree graduates from HE providers,\n                            2020/21 tax year.<\/h4>"
   }
 }
diff --git a/tests/testthat/_snaps/testUI/012_.png b/tests/testthat/_snaps/testUI/012_.png
new file mode 100644
index 0000000..c6145a9
Binary files /dev/null and b/tests/testthat/_snaps/testUI/012_.png differ
diff --git a/tests/shinytest/testUI-expected/subjectByIndustry_6.json b/tests/testthat/_snaps/testUI/013.json
similarity index 77%
rename from tests/shinytest/testUI-expected/subjectByIndustry_6.json
rename to tests/testthat/_snaps/testUI/013.json
index 41ef740..42c9ced 100644
--- a/tests/shinytest/testUI-expected/subjectByIndustry_6.json
+++ b/tests/testthat/_snaps/testUI/013.json
@@ -1,11 +1,11 @@
 {
   "input": {
+    "YAGinput2": "1",
     "countinput2": "ethnicity",
-    "crosstabs.subjectinput": "Allied health",
+    "crosstabs.subjectinput": "All",
     "earningsbutton": "Median earnings",
     "navbar": "subjectByIndustry",
-    "qualinput3": "Level 8",
-    "YAGinput2": "1"
+    "qualinput3": "First degree"
   },
   "output": {
     "crosstab": {
@@ -17,24 +17,25 @@
               "SECTIONNAME": [
                 "Human health and social work activities",
                 "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                "Professional, scientific and technical activities",
                 "Education",
                 "Administrative and support service activities",
-                "Professional, scientific and technical activities",
+                "Information and communication",
+                "Accommodation and food service activities",
+                "Financial and insurance activities",
                 "Manufacturing",
                 "Public administration and defence - compulsory social security",
-                "Accommodation and food service activities",
-                "Information and communication",
                 "Arts, entertainment and recreation",
-                "Financial and insurance activities",
-                "Other service activities",
                 "Transportation and storage",
-                "Real estate activities",
-                "Activities of households as employers - undifferentiated goods-and services-producing activities of households for own use",
                 "Construction",
-                "Agriculture, forestry and fishing",
+                "Real estate activities",
+                "Other service activities",
                 "Electricity, gas, steam and air conditioning supply",
+                "Agriculture, forestry and fishing",
                 "Water supply - sewerage, waste management and remediation activities",
+                "Activities of households as employers - undifferentiated goods-and services-producing activities of households for own use",
                 "Mining and quarrying",
+                "Activities of extraterritorial organisations and bodies",
                 "Not known"
               ],
               "group_name": [
@@ -58,145 +59,152 @@
                 "All",
                 "All",
                 "All",
+                "All",
                 "All"
               ],
               "White": [
+                26300,
+                16100,
+                23000,
+                20100,
+                19700,
                 24500,
-                17500,
-                20800,
-                19100,
-                22600,
-                23700,
-                25600,
-                14200,
-                24600,
-                17900,
-                22300,
-                21900,
-                21500,
-                20400,
-                16400,
-                21900,
-                -10000,
-                -10000,
-                -10000,
+                13100,
+                25200,
+                25200,
+                25200,
+                15600,
+                24500,
+                26300,
+                21200,
+                19300,
+                24800,
+                19400,
+                23000,
+                19000,
+                27000,
                 -10000,
-                15100
+                15000
               ],
               "Black": [
-                24500,
-                16100,
+                27700,
+                14600,
+                23000,
+                20800,
                 17900,
-                20100,
-                20100,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
+                25200,
+                13000,
+                25600,
+                24800,
+                26600,
+                13900,
+                24100,
+                26600,
+                21200,
+                20800,
+                23400,
                 -10000,
+                21000,
+                9900,
                 "NA",
-                "NA",
-                "NA",
-                "NA",
-                9700
+                -10000,
+                11700
               ],
               "Asian": [
-                24100,
+                28800,
                 16400,
-                18200,
-                17900,
-                23700,
-                -10000,
-                -10000,
-                9500,
+                23400,
                 20400,
+                19000,
+                26600,
+                13500,
+                26300,
+                24500,
+                25600,
+                15700,
+                23700,
+                24800,
+                20800,
+                19700,
+                20800,
                 -10000,
-                20100,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
+                23400,
+                16600,
                 -10000,
                 "NA",
-                15300
+                14200
               ],
               "Mixed": [
-                25900,
-                17900,
-                20800,
-                -10000,
+                26600,
+                15700,
                 23000,
+                19300,
+                18600,
+                24500,
+                12800,
+                27000,
+                24100,
+                25600,
+                14600,
+                23700,
+                24500,
+                21200,
+                20400,
+                22600,
                 -10000,
                 -10000,
+                27700,
                 -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                "NA",
-                "NA",
                 "NA",
-                "NA",
-                -10000
+                12800
               ],
               "Other": [
-                25200,
-                16100,
+                28700,
+                16800,
+                23700,
+                19500,
+                17500,
+                25600,
+                12800,
+                26600,
+                23700,
+                28500,
+                15000,
+                24600,
+                21900,
+                20600,
+                18200,
                 -10000,
                 -10000,
                 -10000,
                 -10000,
                 "NA",
                 -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                15100
+                12400
               ],
               "Not known": [
-                29900,
-                17500,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
-                -10000,
+                28500,
+                16100,
+                24800,
+                20100,
+                19500,
+                25900,
+                13900,
+                28800,
+                30700,
+                26600,
+                13900,
+                23400,
+                29500,
+                20300,
+                22300,
                 -10000,
                 -10000,
-                "NA",
                 -10000,
-                "NA",
                 -10000,
                 "NA",
                 "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                "NA",
-                -10000
+                12300
               ]
             },
             "columns": [
@@ -242,77 +250,77 @@
                               "Other human health activities",
                               "Other social work activities without accommodation",
                               "Other residential care activities",
-                              "Social work activities without accommodation for the elderly and disabled",
                               "Medical and dental practice activities",
+                              "Social work activities without accommodation for the elderly and disabled",
                               "Residential care activities for the elderly and disabled",
                               "Residential nursing care activities",
                               "Residential care activities for mental retardation; mental health and substance abuse"
                             ],
                             "White": [
-                              24100,
-                              29200,
-                              18600,
-                              21500,
-                              16400,
-                              19300,
-                              17500,
-                              25200,
-                              27700
+                              28500,
+                              25600,
+                              17900,
+                              20100,
+                              18200,
+                              17900,
+                              18100,
+                              19000,
+                              21200
                             ],
                             "Black": [
-                              24800,
-                              25200,
-                              -10000,
-                              19700,
+                              31400,
+                              27000,
+                              18600,
+                              22600,
+                              17300,
                               20100,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000
+                              20100,
+                              25200,
+                              24500
                             ],
                             "Asian": [
-                              24500,
-                              25900,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000
+                              32800,
+                              23000,
+                              16200,
+                              19300,
+                              17900,
+                              16400,
+                              18100,
+                              20100,
+                              19700
                             ],
                             "Mixed": [
-                              25600,
-                              30800,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000
+                              31800,
+                              25200,
+                              19300,
+                              19700,
+                              18400,
+                              18200,
+                              14800,
+                              15100,
+                              19300
                             ],
                             "Other": [
-                              27700,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              "NA",
+                              34700,
+                              25400,
+                              17700,
+                              19300,
+                              17200,
+                              15900,
+                              17200,
                               -10000,
-                              "NA"
+                              -10000
                             ],
                             "Not known": [
-                              26300,
-                              37600,
-                              -10000,
-                              -10000,
-                              "NA",
-                              -10000,
-                              -10000,
-                              -10000,
-                              "NA"
+                              30300,
+                              31000,
+                              18600,
+                              22300,
+                              20800,
+                              19000,
+                              19300,
+                              22300,
+                              -10000
                             ]
                           },
                           "columns": [
@@ -335,113 +343,113 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£24,100",
-                                "£29,200",
-                                "£18,600",
-                                "£21,500",
-                                "£16,400",
-                                "£19,300",
-                                "£17,500",
-                                "£25,200",
-                                "£27,700"
+                                "£28,500",
+                                "£25,600",
+                                "£17,900",
+                                "£20,100",
+                                "£18,200",
+                                "£17,900",
+                                "£18,100",
+                                "£19,000",
+                                "£21,200"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "£24,800",
-                                "£25,200",
-                                "c",
-                                "£19,700",
+                                "£31,400",
+                                "£27,000",
+                                "£18,600",
+                                "£22,600",
+                                "£17,300",
                                 "£20,100",
-                                "c",
-                                "c",
-                                "c",
-                                "c"
+                                "£20,100",
+                                "£25,200",
+                                "£24,500"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "£24,500",
-                                "£25,900",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c"
+                                "£32,800",
+                                "£23,000",
+                                "£16,200",
+                                "£19,300",
+                                "£17,900",
+                                "£16,400",
+                                "£18,100",
+                                "£20,100",
+                                "£19,700"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "£25,600",
-                                "£30,800",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c"
+                                "£31,800",
+                                "£25,200",
+                                "£19,300",
+                                "£19,700",
+                                "£18,400",
+                                "£18,200",
+                                "£14,800",
+                                "£15,100",
+                                "£19,300"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
-                                "£27,700",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "x",
+                                "£34,700",
+                                "£25,400",
+                                "£17,700",
+                                "£19,300",
+                                "£17,200",
+                                "£15,900",
+                                "£17,200",
                                 "c",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "£26,300",
-                                "£37,600",
-                                "c",
-                                "c",
-                                "x",
-                                "c",
-                                "c",
-                                "c",
-                                "x"
+                                "£30,300",
+                                "£31,000",
+                                "£18,600",
+                                "£22,300",
+                                "£20,800",
+                                "£19,000",
+                                "£19,300",
+                                "£22,300",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "17334ce981de227f4be6d57d7b2cce08",
                           "static": false,
                           "nested": true
                         },
@@ -482,74 +490,134 @@
                               "Wholesale and retail trade - repair of motor vehicles and motorcycles",
                               "Wholesale and retail trade - repair of motor vehicles and motorcycles",
                               "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
+                              "Wholesale and retail trade - repair of motor vehicles and motorcycles",
                               "Wholesale and retail trade - repair of motor vehicles and motorcycles"
                             ],
                             "group_name": [
-                              "Retail sale of other goods in specialised stores",
                               "Retail sale in non-specialised stores",
+                              "Retail sale of other goods in specialised stores",
                               "Wholesale of household goods",
-                              "Wholesale of food; beverages and tobacco",
-                              "Retail sale of other household equipment in specialised stores",
                               "Retail trade not in stores; stalls or markets",
+                              "Retail sale of other household equipment in specialised stores",
                               "Retail sale of cultural and recreation goods in specialised stores",
                               "Retail sale of food; beverages and tobacco in specialised stores",
-                              "Non-specialised wholesale trade",
                               "Other specialised wholesale",
-                              "Wholesale of agricultural raw materials and live animals",
+                              "Wholesale of food; beverages and tobacco",
+                              "Wholesale of information and communication equipment",
+                              "Wholesale of other machinery; equipment and supplies",
+                              "Sale of motor vehicles",
+                              "Retail sale of information and communication equipment in specialised stores",
                               "Wholesale on a fee or contract basis",
-                              "Maintenance and repair of motor vehicles",
                               "Retail sale of automotive fuel in specialised stores",
-                              "Retail sale of information and communication equipment in specialised stores",
+                              "Non-specialised wholesale trade",
                               "Sale of motor vehicle parts and accessories",
-                              "Sale of motor vehicles",
-                              "Wholesale of information and communication equipment",
-                              "Wholesale of other machinery; equipment and supplies"
+                              "Maintenance and repair of motor vehicles",
+                              "Wholesale of agricultural raw materials and live animals",
+                              "Retail sale via stalls and markets",
+                              "Sale; maintenance and repair of motorcycles and related parts and accessories"
                             ],
                             "White": [
-                              16800,
-                              15700,
+                              14600,
+                              13900,
+                              20800,
+                              20800,
+                              16100,
+                              13500,
+                              12800,
+                              21400,
+                              20800,
                               24800,
-                              21700,
-                              -10000,
-                              18200,
-                              -10000,
-                              -10000,
+                              22300,
+                              21200,
+                              17200,
+                              20100,
+                              15000,
+                              21500,
+                              19000,
+                              18600,
+                              19000,
                               -10000,
+                              -10000
+                            ],
+                            "Black": [
+                              13500,
+                              13100,
+                              20400,
+                              20800,
+                              13500,
+                              13100,
+                              11700,
+                              22300,
+                              19000,
+                              22300,
+                              21900,
+                              22800,
+                              18100,
                               -10000,
                               -10000,
+                              18100,
                               -10000,
                               -10000,
-                              "NA",
                               -10000,
                               -10000,
+                              "NA"
+                            ],
+                            "Asian": [
+                              14400,
+                              16100,
+                              21200,
+                              20800,
+                              15700,
+                              12000,
+                              12400,
+                              22300,
+                              20100,
+                              27600,
+                              23000,
+                              23400,
+                              18200,
+                              19700,
+                              17500,
+                              17000,
+                              19700,
+                              14100,
                               -10000,
                               -10000,
                               "NA"
                             ],
-                            "Black": [
-                              16100,
+                            "Mixed": [
+                              13900,
+                              14800,
+                              20100,
+                              21500,
+                              14200,
+                              13500,
+                              12800,
+                              21500,
+                              22600,
+                              25200,
+                              22100,
+                              19000,
+                              23700,
+                              23000,
                               -10000,
-                              "NA",
-                              "NA",
                               -10000,
                               -10000,
-                              "NA",
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
                               -10000,
                               "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
                               "NA"
                             ],
-                            "Asian": [
-                              16800,
-                              13500,
+                            "Other": [
+                              16100,
+                              15300,
+                              18800,
+                              20800,
+                              19000,
+                              12400,
+                              14100,
+                              -10000,
                               -10000,
                               -10000,
                               -10000,
@@ -558,78 +626,34 @@
                               -10000,
                               -10000,
                               -10000,
-                              "NA",
                               -10000,
-                              "NA",
                               -10000,
                               "NA",
                               "NA",
-                              "NA",
-                              "NA",
-                              -10000
+                              "NA"
                             ],
-                            "Mixed": [
-                              -10000,
+                            "Not known": [
+                              15300,
+                              15300,
+                              20800,
+                              23000,
+                              18200,
+                              12800,
                               -10000,
                               -10000,
                               -10000,
                               -10000,
                               -10000,
-                              "NA",
                               -10000,
-                              "NA",
-                              "NA",
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Other": [
-                              16100,
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Not known": [
-                              17200,
                               -10000,
                               -10000,
-                              "NA",
                               -10000,
                               "NA",
-                              "NA",
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              -10000
                             ]
                           },
                           "columns": [
@@ -652,112 +676,120 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£16,800",
-                                "£15,700",
+                                "£14,600",
+                                "£13,900",
+                                "£20,800",
+                                "£20,800",
+                                "£16,100",
+                                "£13,500",
+                                "£12,800",
+                                "£21,400",
+                                "£20,800",
                                 "£24,800",
-                                "£21,700",
-                                "c",
-                                "£18,200",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "x",
-                                "c",
-                                "c",
-                                "c",
+                                "£22,300",
+                                "£21,200",
+                                "£17,200",
+                                "£20,100",
+                                "£15,000",
+                                "£21,500",
+                                "£19,000",
+                                "£18,600",
+                                "£19,000",
                                 "c",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "£16,100",
+                                "£13,500",
+                                "£13,100",
+                                "£20,400",
+                                "£20,800",
+                                "£13,500",
+                                "£13,100",
+                                "£11,700",
+                                "£22,300",
+                                "£19,000",
+                                "£22,300",
+                                "£21,900",
+                                "£22,800",
+                                "£18,100",
                                 "c",
-                                "x",
-                                "x",
+                                "c",
+                                "£18,100",
                                 "c",
                                 "c",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "£16,800",
-                                "£13,500",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "x",
+                                "£14,400",
+                                "£16,100",
+                                "£21,200",
+                                "£20,800",
+                                "£15,700",
+                                "£12,000",
+                                "£12,400",
+                                "£22,300",
+                                "£20,100",
+                                "£27,600",
+                                "£23,000",
+                                "£23,400",
+                                "£18,200",
+                                "£19,700",
+                                "£17,500",
+                                "£17,000",
+                                "£19,700",
+                                "£14,100",
                                 "c",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "c"
+                                "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "£13,900",
+                                "£14,800",
+                                "£20,100",
+                                "£21,500",
+                                "£14,200",
+                                "£13,500",
+                                "£12,800",
+                                "£21,500",
+                                "£22,600",
+                                "£25,200",
+                                "£22,100",
+                                "£19,000",
+                                "£23,700",
+                                "£23,000",
                                 "c",
                                 "c",
                                 "c",
                                 "c",
                                 "c",
-                                "c",
-                                "x",
-                                "c",
-                                "x",
-                                "x",
-                                "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
@@ -765,60 +797,64 @@
                               "type": "numeric",
                               "cell": [
                                 "£16,100",
+                                "£15,300",
+                                "£18,800",
+                                "£20,800",
+                                "£19,000",
+                                "£12,400",
+                                "£14,100",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
                                 "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "£17,200",
+                                "£15,300",
+                                "£15,300",
+                                "£20,800",
+                                "£23,000",
+                                "£18,200",
+                                "£12,800",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "c",
                                 "c",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
                                 "c",
                                 "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "f83242921653bad9ae7301692185a5b8",
                           "static": false,
                           "nested": true
                         },
@@ -841,62 +877,134 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Education",
-                              "Education",
-                              "Education",
-                              "Education",
-                              "Education",
-                              "Education"
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities",
+                              "Professional, scientific and technical activities"
                             ],
                             "group_name": [
-                              "Primary education",
-                              "Secondary education",
-                              "Higher education",
-                              "Other education",
-                              "Educational support activities",
-                              "Pre-primary education"
+                              "Accounting; bookkeeping and auditing activities; tax consultancy",
+                              "Management consultancy activities",
+                              "Architectural and engineering activities and related technical consultancy",
+                              "Legal activities",
+                              "Advertising",
+                              "Research and experimental development on natural sciences and engineering",
+                              "Veterinary activities",
+                              "Other professional; scientific and technical activities n.e.c.",
+                              "Activities of head offices",
+                              "Market research and public opinion polling",
+                              "Technical testing and analysis",
+                              "Specialised design activities",
+                              "Photographic activities",
+                              "Research and experimental development on social sciences and humanities",
+                              "Translation and interpretation activities"
                             ],
                             "White": [
-                              23000,
-                              16800,
-                              21900,
-                              20300,
-                              -10000,
-                              -10000
+                              23400,
+                              24100,
+                              24800,
+                              18600,
+                              21500,
+                              25900,
+                              29600,
+                              22300,
+                              23700,
+                              22600,
+                              20100,
+                              19700,
+                              16100,
+                              23700,
+                              23700
                             ],
                             "Black": [
+                              22600,
+                              24500,
+                              25600,
+                              19200,
+                              22100,
+                              24800,
                               -10000,
+                              21200,
+                              23700,
+                              21900,
+                              22600,
                               -10000,
                               -10000,
                               -10000,
-                              "NA",
                               -10000
                             ],
                             "Asian": [
-                              20100,
-                              -10000,
-                              -10000,
+                              23400,
+                              23700,
+                              25900,
+                              18200,
+                              22300,
+                              24800,
+                              29200,
+                              22600,
+                              26500,
+                              23200,
+                              19700,
+                              18600,
                               -10000,
                               -10000,
-                              "NA"
+                              -10000
                             ],
                             "Mixed": [
+                              23400,
+                              24100,
+                              25200,
+                              19000,
+                              22300,
+                              28300,
+                              29000,
+                              22300,
+                              22600,
+                              21900,
+                              21000,
+                              19000,
                               -10000,
                               -10000,
-                              -10000,
-                              -10000,
-                              "NA",
-                              "NA"
+                              -10000
                             ],
                             "Other": [
+                              21900,
+                              23400,
+                              25600,
+                              21400,
+                              22300,
+                              24300,
                               -10000,
                               -10000,
                               -10000,
+                              21900,
                               -10000,
-                              "NA",
-                              "NA"
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000
                             ],
                             "Not known": [
+                              26600,
+                              25200,
+                              24800,
+                              20400,
+                              22300,
+                              29200,
+                              -10000,
+                              -10000,
+                              -10000,
                               -10000,
                               -10000,
                               -10000,
@@ -925,95 +1033,149 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£23,000",
-                                "£16,800",
-                                "£21,900",
-                                "£20,300",
-                                "c",
-                                "c"
+                                "£23,400",
+                                "£24,100",
+                                "£24,800",
+                                "£18,600",
+                                "£21,500",
+                                "£25,900",
+                                "£29,600",
+                                "£22,300",
+                                "£23,700",
+                                "£22,600",
+                                "£20,100",
+                                "£19,700",
+                                "£16,100",
+                                "£23,700",
+                                "£23,700"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
+                                "£22,600",
+                                "£24,500",
+                                "£25,600",
+                                "£19,200",
+                                "£22,100",
+                                "£24,800",
                                 "c",
+                                "£21,200",
+                                "£23,700",
+                                "£21,900",
+                                "£22,600",
                                 "c",
                                 "c",
                                 "c",
-                                "x",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "£20,100",
-                                "c",
-                                "c",
+                                "£23,400",
+                                "£23,700",
+                                "£25,900",
+                                "£18,200",
+                                "£22,300",
+                                "£24,800",
+                                "£29,200",
+                                "£22,600",
+                                "£26,500",
+                                "£23,200",
+                                "£19,700",
+                                "£18,600",
                                 "c",
                                 "c",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "£23,400",
+                                "£24,100",
+                                "£25,200",
+                                "£19,000",
+                                "£22,300",
+                                "£28,300",
+                                "£29,000",
+                                "£22,300",
+                                "£22,600",
+                                "£21,900",
+                                "£21,000",
+                                "£19,000",
                                 "c",
                                 "c",
-                                "c",
-                                "c",
-                                "x",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "£21,900",
+                                "£23,400",
+                                "£25,600",
+                                "£21,400",
+                                "£22,300",
+                                "£24,300",
                                 "c",
                                 "c",
                                 "c",
+                                "£21,900",
                                 "c",
-                                "x",
-                                "x"
+                                "c",
+                                "c",
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
+                                "£26,600",
+                                "£25,200",
+                                "£24,800",
+                                "£20,400",
+                                "£22,300",
+                                "£29,200",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "c",
-                                "c",
-                                "c",
-                                "c",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "c360d12588fa00bd114878b6060e0378",
                           "static": false,
                           "nested": true
                         },
@@ -1036,124 +1198,68 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities",
-                              "Administrative and support service activities"
+                              "Education",
+                              "Education",
+                              "Education",
+                              "Education",
+                              "Education",
+                              "Education"
                             ],
                             "group_name": [
-                              "Temporary employment agency activities",
-                              "Business support service activities n.e.c.",
-                              "Activities of employment placement agencies",
-                              "Activities of call centres",
-                              "Cleaning activities",
-                              "Combined facilities support activities",
-                              "Private security activities",
-                              "Renting and leasing of motor vehicles",
-                              "Office administrative and support activities",
-                              "Organisation of conventions and trade shows",
-                              "Other human resources provision",
-                              "Renting and leasing of other machinery; equipment and tangible goods",
-                              "Travel agency and tour operator activities"
+                              "Primary education",
+                              "Secondary education",
+                              "Higher education",
+                              "Other education",
+                              "Pre-primary education",
+                              "Educational support activities"
                             ],
                             "White": [
-                              20800,
-                              21200,
-                              19000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000
+                              21500,
+                              18600,
+                              20100,
+                              19300,
+                              16400,
+                              18600
                             ],
                             "Black": [
-                              17900,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              "NA",
-                              -10000,
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              24100,
+                              18200,
+                              19700,
+                              18200,
+                              18600,
+                              12400
                             ],
                             "Asian": [
-                              19700,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              21400,
+                              20100,
+                              21500,
+                              17900,
+                              13500,
+                              21900
                             ],
                             "Mixed": [
-                              -10000,
-                              -10000,
-                              -10000,
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA"
+                              20800,
+                              17500,
+                              21500,
+                              18600,
+                              12600,
+                              17200
                             ],
                             "Other": [
+                              23400,
+                              19000,
+                              20400,
+                              14600,
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              -10000
                             ],
                             "Not known": [
+                              20100,
+                              19500,
+                              22600,
+                              18600,
                               -10000,
-                              -10000,
-                              "NA",
-                              -10000,
-                              -10000,
-                              -10000,
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              -10000
                             ]
                           },
                           "columns": [
@@ -1176,137 +1282,95 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£20,800",
-                                "£21,200",
-                                "£19,000",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c"
+                                "£21,500",
+                                "£18,600",
+                                "£20,100",
+                                "£19,300",
+                                "£16,400",
+                                "£18,600"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "£17,900",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "x",
-                                "c",
-                                "x",
-                                "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "£24,100",
+                                "£18,200",
+                                "£19,700",
+                                "£18,200",
+                                "£18,600",
+                                "£12,400"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "£19,700",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "£21,400",
+                                "£20,100",
+                                "£21,500",
+                                "£17,900",
+                                "£13,500",
+                                "£21,900"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "c",
-                                "c",
-                                "x",
-                                "c",
-                                "x",
-                                "x",
-                                "c",
-                                "x",
-                                "c",
-                                "x",
-                                "x",
-                                "x"
+                                "£20,800",
+                                "£17,500",
+                                "£21,500",
+                                "£18,600",
+                                "£12,600",
+                                "£17,200"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "£23,400",
+                                "£19,000",
+                                "£20,400",
+                                "£14,600",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
+                                "£20,100",
+                                "£19,500",
+                                "£22,600",
+                                "£18,600",
                                 "c",
-                                "c",
-                                "x",
-                                "c",
-                                "c",
-                                "c",
-                                "x",
-                                "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "95dd29d22c9b1ddc64f2c9620226c205",
                           "static": false,
                           "nested": true
                         },
@@ -1329,122 +1393,170 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities",
-                              "Professional, scientific and technical activities"
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities",
+                              "Administrative and support service activities"
                             ],
                             "group_name": [
-                              "Management consultancy activities",
-                              "Research and experimental development on natural sciences and engineering",
-                              "Accounting; bookkeeping and auditing activities; tax consultancy",
-                              "Technical testing and analysis",
-                              "Activities of head offices",
-                              "Legal activities",
-                              "Other professional; scientific and technical activities n.e.c.",
-                              "Architectural and engineering activities and related technical consultancy",
-                              "Advertising",
-                              "Market research and public opinion polling",
-                              "Research and experimental development on social sciences and humanities",
-                              "Specialised design activities",
-                              "Veterinary activities"
+                              "Temporary employment agency activities",
+                              "Business support service activities n.e.c.",
+                              "Activities of employment placement agencies",
+                              "Activities of call centres",
+                              "Renting and leasing of motor vehicles",
+                              "Cleaning activities",
+                              "Private security activities",
+                              "Combined facilities support activities",
+                              "Travel agency and tour operator activities",
+                              "Organisation of conventions and trade shows",
+                              "Office administrative and support activities",
+                              "Renting and leasing of other machinery; equipment and tangible goods",
+                              "Other human resources provision",
+                              "Landscape service activities",
+                              "Other reservation service and related activities",
+                              "Renting and leasing of personal and household goods",
+                              "Security systems service activities",
+                              "Investigation activities",
+                              "Leasing of intellectual property and similar products; except copyrighted works"
                             ],
                             "White": [
-                              25200,
-                              24500,
+                              19000,
+                              21500,
+                              19300,
+                              17500,
+                              22300,
                               17900,
+                              19700,
+                              21500,
+                              18600,
+                              21900,
+                              19700,
+                              21500,
+                              20100,
                               17500,
+                              18800,
+                              18400,
+                              23200,
+                              23000,
+                              -10000
+                            ],
+                            "Black": [
+                              16800,
+                              20800,
+                              15000,
+                              17200,
+                              22300,
+                              20100,
+                              18200,
+                              23400,
                               -10000,
                               -10000,
+                              20800,
                               -10000,
+                              17900,
+                              "NA",
                               -10000,
                               -10000,
                               -10000,
                               -10000,
-                              -10000,
-                              -10000
+                              "NA"
                             ],
-                            "Black": [
-                              -10000,
-                              -10000,
-                              -10000,
+                            "Asian": [
+                              18200,
+                              21200,
+                              19300,
+                              17500,
+                              21400,
+                              20100,
+                              17000,
+                              22800,
+                              19000,
+                              20100,
+                              19300,
+                              23000,
                               -10000,
+                              "NA",
                               -10000,
                               -10000,
-                              "NA",
-                              "NA",
                               -10000,
                               "NA",
-                              "NA",
-                              "NA",
                               -10000
                             ],
-                            "Asian": [
+                            "Mixed": [
+                              17500,
+                              21500,
+                              19900,
+                              17000,
+                              22100,
+                              16800,
+                              16100,
+                              20100,
+                              -10000,
                               -10000,
                               -10000,
-                              27400,
                               -10000,
                               -10000,
                               -10000,
                               -10000,
                               -10000,
-                              "NA",
                               -10000,
-                              "NA",
                               "NA",
                               "NA"
                             ],
-                            "Mixed": [
-                              -10000,
-                              -10000,
+                            "Other": [
+                              15300,
+                              20400,
+                              20400,
+                              18200,
+                              21900,
+                              18400,
+                              16800,
                               -10000,
                               -10000,
                               -10000,
                               -10000,
                               -10000,
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Other": [
                               "NA",
                               -10000,
                               "NA",
                               "NA",
                               "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
                               "NA"
                             ],
                             "Not known": [
+                              18600,
+                              19300,
+                              21700,
+                              17000,
+                              -10000,
+                              17200,
+                              21700,
+                              -10000,
                               -10000,
-                              "NA",
                               -10000,
-                              "NA",
-                              "NA",
                               -10000,
-                              "NA",
                               -10000,
                               "NA",
+                              -10000,
+                              -10000,
                               "NA",
-                              "NA",
+                              -10000,
                               "NA",
                               "NA"
                             ]
@@ -1469,72 +1581,99 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£25,200",
-                                "£24,500",
+                                "£19,000",
+                                "£21,500",
+                                "£19,300",
+                                "£17,500",
+                                "£22,300",
                                 "£17,900",
+                                "£19,700",
+                                "£21,500",
+                                "£18,600",
+                                "£21,900",
+                                "£19,700",
+                                "£21,500",
+                                "£20,100",
                                 "£17,500",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
+                                "£18,800",
+                                "£18,400",
+                                "£23,200",
+                                "£23,000",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
+                                "£16,800",
+                                "£20,800",
+                                "£15,000",
+                                "£17,200",
+                                "£22,300",
+                                "£20,100",
+                                "£18,200",
+                                "£23,400",
                                 "c",
                                 "c",
+                                "£20,800",
                                 "c",
+                                "£17,900",
+                                "x",
                                 "c",
                                 "c",
                                 "c",
-                                "x",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "c"
+                                "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
+                                "£18,200",
+                                "£21,200",
+                                "£19,300",
+                                "£17,500",
+                                "£21,400",
+                                "£20,100",
+                                "£17,000",
+                                "£22,800",
+                                "£19,000",
+                                "£20,100",
+                                "£19,300",
+                                "£23,000",
                                 "c",
-                                "c",
-                                "£27,400",
-                                "c",
-                                "c",
-                                "c",
+                                "x",
                                 "c",
                                 "c",
-                                "x",
                                 "c",
                                 "x",
-                                "x",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "£17,500",
+                                "£21,500",
+                                "£19,900",
+                                "£17,000",
+                                "£22,100",
+                                "£16,800",
+                                "£16,100",
+                                "£20,100",
+                                "c",
                                 "c",
                                 "c",
                                 "c",
@@ -1543,63 +1682,72 @@
                                 "c",
                                 "c",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
-                                "x",
+                                "£15,300",
+                                "£20,400",
+                                "£20,400",
+                                "£18,200",
+                                "£21,900",
+                                "£18,400",
+                                "£16,800",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
                                 "x",
                                 "c",
                                 "x",
                                 "x",
+                                "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
+                                "£18,600",
+                                "£19,300",
+                                "£21,700",
+                                "£17,000",
+                                "c",
+                                "£17,200",
+                                "£21,700",
+                                "c",
                                 "c",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
                                 "c",
-                                "x",
                                 "c",
                                 "x",
+                                "c",
+                                "c",
                                 "x",
-                                "x",
+                                "c",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "345a85837d0b0858071beadbf364015a",
                           "static": false,
                           "nested": true
                         },
@@ -1622,174 +1770,99 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing",
-                              "Manufacturing"
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication",
+                              "Information and communication"
                             ],
                             "group_name": [
-                              "Manufacture of other food products",
-                              "Manufacture of bakery and farinaceous products",
-                              "Manufacture of pharmaceutical preparations",
-                              "Processing and preserving of meat and production of meat products",
-                              "Manufacture of basic pharmaceutical products",
-                              "Manufacture of beverages",
-                              "Manufacture of grain mill products; starches and starch products",
-                              "Manufacture of medical and dental instruments and supplies",
-                              "Manufacture of other chemical products",
-                              "Processing and preserving of fruit and vegetables",
-                              "Building of ships and boats",
-                              "Finishing of textiles",
-                              "Manufacture of air and spacecraft and related machinery",
-                              "Manufacture of articles of paper and paperboard ",
-                              "Manufacture of basic chemicals; fertilisers and nitrogen compounds; plastics and synthetic rubber in primary forms",
-                              "Manufacture of basic iron and steel and of ferro-alloys",
-                              "Manufacture of basic precious and other non-ferrous metals",
-                              "Manufacture of communication equipment",
-                              "Manufacture of computers and peripheral equipment",
-                              "Manufacture of dairy products",
-                              "Manufacture of domestic appliances",
-                              "Manufacture of furniture",
-                              "Manufacture of military fighting vehicles",
-                              "Manufacture of optical instruments and photographic equipment",
-                              "Manufacture of other fabricated metal products",
-                              "Manufacture of other general-purpose machinery",
-                              "Manufacture of other special-purpose machinery",
-                              "Manufacture of paints; varnishes and similar coatings; printing ink and mastics",
-                              "Manufacture of parts and accessories for motor vehicles",
-                              "Manufacture of pesticides and other agrochemical products",
-                              "Manufacture of plastics products",
-                              "Manufacture of prepared animal feeds",
-                              "Manufacture of pulp; paper and paperboard",
-                              "Manufacture of soap and detergents; cleaning and polishing preparations; perfumes and toilet preparations",
-                              "Manufacture of structural metal products",
-                              "Manufacture of weapons and ammunition",
-                              "Printing and service activities related to printing",
-                              "Processing and preserving of fish; crustaceans and molluscs",
-                              "Repair of fabricated metal products; machinery and equipment",
-                              "Treatment and coating of metals; machining"
+                              "Computer programming; consultancy and related activities",
+                              "Motion picture; video and television programme activities",
+                              "Publishing of books; periodicals and other publishing activities",
+                              "Other telecommunications activities",
+                              "Data processing; hosting and related activities; web portals",
+                              "Television programming and broadcasting activities",
+                              "Wireless telecommunications activities",
+                              "Software publishing",
+                              "Other information service activities",
+                              "Sound recording and music publishing activities",
+                              "Wired telecommunications activities",
+                              "Satellite telecommunications activities",
+                              "Radio broadcasting"
                             ],
                             "White": [
-                              23400,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              "NA",
-                              -10000,
-                              -10000,
-                              -10000,
-                              "NA",
-                              "NA",
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
+                              26300,
+                              19000,
+                              21900,
+                              24800,
+                              25600,
+                              27000,
+                              26100,
+                              24400,
+                              24100,
+                              20400,
+                              23700,
+                              21200,
+                              19700
+                            ],
+                            "Black": [
+                              26300,
+                              17000,
+                              24100,
+                              23000,
+                              26300,
+                              26600,
+                              20800,
                               -10000,
                               -10000,
                               -10000,
                               -10000,
                               -10000,
+                              -10000
+                            ],
+                            "Asian": [
+                              27400,
+                              16800,
+                              25000,
+                              25700,
+                              26600,
+                              29600,
+                              28700,
+                              23700,
+                              30300,
                               -10000,
-                              "NA",
                               -10000,
+                              21500,
                               -10000
                             ],
-                            "Black": [
-                              "NA",
-                              "NA",
-                              "NA",
-                              -10000,
+                            "Mixed": [
+                              26300,
+                              19400,
+                              23400,
+                              21900,
+                              23400,
+                              25700,
+                              21200,
                               -10000,
-                              "NA",
-                              "NA",
+                              29200,
                               -10000,
-                              "NA",
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              -10000
                             ],
-                            "Asian": [
+                            "Other": [
+                              25900,
+                              21500,
+                              21500,
                               -10000,
                               -10000,
                               -10000,
@@ -1799,162 +1872,21 @@
                               -10000,
                               -10000,
                               "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
+                              "NA"
+                            ],
+                            "Not known": [
+                              27000,
+                              17300,
+                              19000,
+                              29200,
                               -10000,
-                              "NA",
-                              "NA",
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
                               -10000,
-                              "NA",
                               -10000,
-                              "NA",
-                              "NA"
-                            ],
-                            "Mixed": [
                               -10000,
-                              "NA",
-                              "NA",
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
                               -10000,
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              -10000
-                            ],
-                            "Other": [
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ],
-                            "Not known": [
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
                               "NA"
                             ]
                           },
@@ -1978,299 +1910,137 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£23,400",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "x",
-                                "c",
-                                "c",
-                                "c",
-                                "x",
-                                "x",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "x",
-                                "c",
-                                "c"
+                                "£26,300",
+                                "£19,000",
+                                "£21,900",
+                                "£24,800",
+                                "£25,600",
+                                "£27,000",
+                                "£26,100",
+                                "£24,400",
+                                "£24,100",
+                                "£20,400",
+                                "£23,700",
+                                "£21,200",
+                                "£19,700"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x",
-                                "x",
+                                "£26,300",
+                                "£17,000",
+                                "£24,100",
+                                "£23,000",
+                                "£26,300",
+                                "£26,600",
+                                "£20,800",
                                 "c",
                                 "c",
-                                "x",
-                                "x",
                                 "c",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
+                                "£27,400",
+                                "£16,800",
+                                "£25,000",
+                                "£25,700",
+                                "£26,600",
+                                "£29,600",
+                                "£28,700",
+                                "£23,700",
+                                "£30,300",
+                                "c",
+                                "c",
+                                "£21,500",
+                                "c"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
+                            {
+                              "id": "Mixed",
+                              "name": "Mixed",
+                              "type": "numeric",
+                              "cell": [
+                                "£26,300",
+                                "£19,400",
+                                "£23,400",
+                                "£21,900",
+                                "£23,400",
+                                "£25,700",
+                                "£21,200",
                                 "c",
+                                "£29,200",
                                 "c",
                                 "c",
                                 "c",
+                                "c"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
+                            {
+                              "id": "Other",
+                              "name": "Other",
+                              "type": "numeric",
+                              "cell": [
+                                "£25,900",
+                                "£21,500",
+                                "£21,500",
                                 "c",
                                 "c",
                                 "c",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
                                 "c",
-                                "x",
                                 "c",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
-                              "id": "Mixed",
-                              "name": "Mixed",
+                              "id": "Not known",
+                              "name": "Not known",
                               "type": "numeric",
                               "cell": [
+                                "£27,000",
+                                "£17,300",
+                                "£19,000",
+                                "£29,200",
                                 "c",
-                                "x",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
                                 "c",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "c"
-                              ],
-                              "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
-                            },
-                            {
-                              "id": "Other",
-                              "name": "Other",
-                              "type": "numeric",
-                              "cell": [
-                                "x",
-                                "c",
-                                "x",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
-                              ],
-                              "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
-                            },
-                            {
-                              "id": "Not known",
-                              "name": "Not known",
-                              "type": "numeric",
-                              "cell": [
-                                "x",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "ebd660936a22e88ecb2bd26e7955697d",
                           "static": false,
                           "nested": true
                         },
@@ -2293,42 +2063,74 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Public administration and defence - compulsory social security",
-                              "Public administration and defence - compulsory social security",
-                              "Public administration and defence - compulsory social security"
+                              "Accommodation and food service activities",
+                              "Accommodation and food service activities",
+                              "Accommodation and food service activities",
+                              "Accommodation and food service activities",
+                              "Accommodation and food service activities",
+                              "Accommodation and food service activities",
+                              "Accommodation and food service activities"
                             ],
                             "group_name": [
-                              "Administration of the State and the economic and social policy of the community",
-                              "Provision of services to the community as a whole",
-                              "Compulsory social security activities"
+                              "Restaurants and mobile food service activities",
+                              "Beverage serving activities",
+                              "Hotels and similar accommodation",
+                              "Event catering and other food service activities",
+                              "Camping grounds; recreational vehicle parks and trailer parks",
+                              "Holiday and other short-stay accommodation",
+                              "Other accommodation"
                             ],
                             "White": [
-                              23700,
-                              29200,
-                              -10000
+                              13500,
+                              12400,
+                              15000,
+                              15700,
+                              14100,
+                              15000,
+                              19000
                             ],
                             "Black": [
+                              12800,
+                              12000,
+                              13900,
+                              13900,
                               -10000,
                               -10000,
-                              "NA"
+                              -10000
                             ],
                             "Asian": [
+                              12000,
+                              13100,
+                              15700,
+                              18600,
                               -10000,
                               -10000,
                               -10000
                             ],
                             "Mixed": [
+                              12800,
+                              12000,
+                              13700,
+                              15300,
                               -10000,
                               -10000,
                               -10000
                             ],
                             "Other": [
+                              11800,
+                              11300,
+                              16100,
+                              17500,
                               "NA",
-                              "NA",
+                              -10000,
                               "NA"
                             ],
                             "Not known": [
-                              "NA",
+                              13900,
+                              13500,
+                              -10000,
+                              -10000,
+                              -10000,
                               -10000,
                               "NA"
                             ]
@@ -2353,77 +2155,101 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£23,700",
-                                "£29,200",
-                                "c"
+                                "£13,500",
+                                "£12,400",
+                                "£15,000",
+                                "£15,700",
+                                "£14,100",
+                                "£15,000",
+                                "£19,000"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
+                                "£12,800",
+                                "£12,000",
+                                "£13,900",
+                                "£13,900",
                                 "c",
                                 "c",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
+                                "£12,000",
+                                "£13,100",
+                                "£15,700",
+                                "£18,600",
                                 "c",
                                 "c",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "£12,800",
+                                "£12,000",
+                                "£13,700",
+                                "£15,300",
                                 "c",
                                 "c",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "£11,800",
+                                "£11,300",
+                                "£16,100",
+                                "£17,500",
                                 "x",
-                                "x",
+                                "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "x",
+                                "£13,900",
+                                "£13,500",
+                                "c",
+                                "c",
+                                "c",
                                 "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "e27f8d0ebf8a8ca69daa2464819eacb1",
                           "static": false,
                           "nested": true
                         },
@@ -2446,77 +2272,101 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Accommodation and food service activities",
-                              "Accommodation and food service activities",
-                              "Accommodation and food service activities",
-                              "Accommodation and food service activities",
-                              "Accommodation and food service activities",
-                              "Accommodation and food service activities",
-                              "Accommodation and food service activities"
+                              "Financial and insurance activities",
+                              "Financial and insurance activities",
+                              "Financial and insurance activities",
+                              "Financial and insurance activities",
+                              "Financial and insurance activities",
+                              "Financial and insurance activities",
+                              "Financial and insurance activities",
+                              "Financial and insurance activities",
+                              "Financial and insurance activities",
+                              "Financial and insurance activities"
                             ],
                             "group_name": [
-                              "Restaurants and mobile food service activities",
-                              "Beverage serving activities",
-                              "Event catering and other food service activities",
-                              "Hotels and similar accommodation",
-                              "Camping grounds; recreational vehicle parks and trailer parks",
-                              "Holiday and other short-stay accommodation",
-                              "Other accommodation"
+                              "Monetary intermediation",
+                              "Activities auxiliary to insurance and pension funding",
+                              "Activities auxiliary to financial services; except insurance and pension funding",
+                              "Insurance",
+                              "Other financial service activities; except insurance and pension funding",
+                              "Fund management activities",
+                              "Activities of holding companies",
+                              "Pension funding",
+                              "Trusts; funds and similar financial entities",
+                              "Reinsurance"
                             ],
                             "White": [
-                              15000,
-                              14200,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
+                              27700,
+                              22600,
+                              25200,
+                              23000,
+                              25200,
+                              33200,
+                              23000,
+                              12800,
+                              37600,
                               -10000
                             ],
                             "Black": [
+                              26800,
+                              22600,
+                              25700,
+                              21200,
+                              23700,
+                              32100,
                               -10000,
                               -10000,
                               -10000,
-                              -10000,
-                              "NA",
-                              "NA",
                               "NA"
                             ],
                             "Asian": [
-                              8200,
-                              "NA",
+                              26300,
+                              24500,
+                              25600,
+                              27400,
+                              25400,
+                              31600,
                               -10000,
                               "NA",
-                              "NA",
                               -10000,
-                              "NA"
+                              -10000
                             ],
                             "Mixed": [
-                              -10000,
-                              -10000,
-                              -10000,
+                              35600,
+                              21900,
+                              27700,
+                              21700,
+                              24500,
+                              27600,
                               -10000,
                               "NA",
                               "NA",
-                              "NA"
+                              -10000
                             ],
                             "Other": [
+                              27400,
+                              23000,
+                              26600,
+                              -10000,
+                              -10000,
                               -10000,
                               -10000,
-                              "NA",
-                              "NA",
                               "NA",
                               "NA",
                               "NA"
                             ],
                             "Not known": [
+                              28300,
+                              24800,
+                              35000,
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
-                            ]
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              "NA"
+                            ]
                           },
                           "columns": [
                             {
@@ -2531,108 +2381,1511 @@
                               "name": "3 digit SIC code",
                               "type": "character",
                               "na": "x",
-                              "width": 300
+                              "width": 300
+                            },
+                            {
+                              "id": "White",
+                              "name": "White",
+                              "type": "numeric",
+                              "cell": [
+                                "£27,700",
+                                "£22,600",
+                                "£25,200",
+                                "£23,000",
+                                "£25,200",
+                                "£33,200",
+                                "£23,000",
+                                "£12,800",
+                                "£37,600",
+                                "c"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
+                            {
+                              "id": "Black",
+                              "name": "Black",
+                              "type": "numeric",
+                              "cell": [
+                                "£26,800",
+                                "£22,600",
+                                "£25,700",
+                                "£21,200",
+                                "£23,700",
+                                "£32,100",
+                                "c",
+                                "c",
+                                "c",
+                                "x"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
+                            {
+                              "id": "Asian",
+                              "name": "Asian",
+                              "type": "numeric",
+                              "cell": [
+                                "£26,300",
+                                "£24,500",
+                                "£25,600",
+                                "£27,400",
+                                "£25,400",
+                                "£31,600",
+                                "c",
+                                "x",
+                                "c",
+                                "c"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
+                            {
+                              "id": "Mixed",
+                              "name": "Mixed",
+                              "type": "numeric",
+                              "cell": [
+                                "£35,600",
+                                "£21,900",
+                                "£27,700",
+                                "£21,700",
+                                "£24,500",
+                                "£27,600",
+                                "c",
+                                "x",
+                                "x",
+                                "c"
+                              ],
+                              "na": "x",
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+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
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+                              "Manufacture of bodies (coachwork) for motor vehicles; manufacture of trailers and semi-trailers",
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+                              "Manufacture of consumer electronics",
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+                              -10000,
+                              -10000,
+                              -10000,
+                              "NA",
+                              "NA",
+                              -10000,
+                              "NA",
+                              -10000,
+                              "NA",
+                              "NA",
+                              -10000,
+                              -10000,
+                              "NA",
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              "NA",
+                              -10000,
+                              -10000,
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              -10000,
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              -10000,
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              -10000,
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA",
+                              "NA"
+                            ]
+                          },
+                          "columns": [
+                            {
+                              "id": "SECTIONNAME",
+                              "name": "Industry",
+                              "type": "character",
+                              "na": "x",
+                              "width": 500
+                            },
+                            {
+                              "id": "group_name",
+                              "name": "3 digit SIC code",
+                              "type": "character",
+                              "na": "x",
+                              "width": 300
+                            },
+                            {
+                              "id": "White",
+                              "name": "White",
+                              "type": "numeric",
+                              "cell": [
+                                "£30,700",
+                                "£23,700",
+                                "£28,800",
+                                "£27,000",
+                                "£32,800",
+                                "£30,300",
+                                "£28,100",
+                                "£20,100",
+                                "£24,800",
+                                "£21,400",
+                                "£18,200",
+                                "£20,800",
+                                "£24,500",
+                                "£23,700",
+                                "£21,700",
+                                "£28,100",
+                                "£24,800",
+                                "£25,700",
+                                "£27,000",
+                                "£23,400",
+                                "£22,600",
+                                "£26,500",
+                                "£35,800",
+                                "£24,500",
+                                "£24,400",
+                                "£23,400",
+                                "£20,400",
+                                "£24,100",
+                                "£25,000",
+                                "£18,200",
+                                "£23,700",
+                                "£27,700",
+                                "£19,300",
+                                "£21,500",
+                                "£24,100",
+                                "£23,000",
+                                "£22,300",
+                                "£25,200",
+                                "£27,000",
+                                "£17,500",
+                                "£25,600",
+                                "£22,600",
+                                "£21,500",
+                                "£19,700",
+                                "£42,300",
+                                "£24,500",
+                                "£22,100",
+                                "£21,900",
+                                "£21,200",
+                                "£17,500",
+                                "£21,900",
+                                "£27,400",
+                                "£27,400",
+                                "£23,200",
+                                "£24,800",
+                                "£27,000",
+                                "£26,100",
+                                "£21,500",
+                                "£27,600",
+                                "£23,000",
+                                "£22,300",
+                                "£18,600",
+                                "£22,600",
+                                "£16,400",
+                                "£15,900",
+                                "£24,600",
+                                "£24,800",
+                                "£17,500",
+                                "£14,200",
+                                "£27,000",
+                                "£29,900",
+                                "c",
+                                "£17,700",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "£18,600",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
+                            {
+                              "id": "Black",
+                              "name": "Black",
+                              "type": "numeric",
+                              "cell": [
+                                "£27,700",
+                                "c",
+                                "£24,800",
+                                "£28,500",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "£19,900",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "x",
+                                "x",
+                                "c",
+                                "c",
+                                "x",
+                                "c",
+                                "x",
+                                "c",
+                                "c",
+                                "c",
+                                "x",
+                                "x",
+                                "c",
+                                "x",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "c",
+                                "c",
+                                "x",
+                                "c",
+                                "x",
+                                "c",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "c",
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+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "c",
+                                "c",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
+                            {
+                              "id": "Asian",
+                              "name": "Asian",
+                              "type": "numeric",
+                              "cell": [
+                                "£27,400",
+                                "£23,700",
+                                "£25,200",
+                                "£26,600",
+                                "£31,000",
+                                "£27,400",
+                                "£27,700",
+                                "£19,000",
+                                "£19,900",
+                                "£20,100",
+                                "£20,400",
+                                "£19,000",
+                                "£24,300",
+                                "£22,800",
+                                "c",
+                                "£26,600",
+                                "c",
+                                "£27,000",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "£15,300",
+                                "£23,700",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
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+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
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+                                "c",
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+                                "c",
+                                "c",
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+                                "x",
+                                "c",
+                                "c",
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+                                "c",
+                                "c",
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+                                "c",
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+                                "x",
+                                "x",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
+                            {
+                              "id": "Mixed",
+                              "name": "Mixed",
+                              "type": "numeric",
+                              "cell": [
+                                "£28,300",
+                                "£23,400",
+                                "£30,700",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "£24,100",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "x",
+                                "x",
+                                "c",
+                                "c",
+                                "c",
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+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x"
+                              ],
+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                            },
+                            {
+                              "id": "Other",
+                              "name": "Other",
+                              "type": "numeric",
+                              "cell": [
+                                "c",
+                                "c",
+                                "c",
+                                "x",
+                                "c",
+                                "c",
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+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x"
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+                              "na": "x",
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
-                              "id": "White",
-                              "name": "White",
+                              "id": "Not known",
+                              "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "£15,000",
-                                "£14,200",
                                 "c",
                                 "c",
                                 "c",
                                 "c",
-                                "c"
-                              ],
-                              "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
-                            },
-                            {
-                              "id": "Black",
-                              "name": "Black",
-                              "type": "numeric",
-                              "cell": [
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
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+                                "c",
+                                "c",
+                                "c",
                                 "c",
                                 "c",
                                 "c",
                                 "c",
                                 "x",
+                                "£45,600",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "x",
-                                "x"
-                              ],
-                              "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
-                            },
-                            {
-                              "id": "Asian",
-                              "name": "Asian",
-                              "type": "numeric",
-                              "cell": [
-                                "£8,200",
+                                "x",
+                                "c",
                                 "x",
                                 "c",
                                 "x",
                                 "x",
                                 "c",
-                                "x"
-                              ],
-                              "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
-                            },
-                            {
-                              "id": "Mixed",
-                              "name": "Mixed",
-                              "type": "numeric",
-                              "cell": [
+                                "c",
+                                "x",
+                                "c",
                                 "c",
                                 "c",
                                 "c",
                                 "c",
                                 "x",
+                                "c",
+                                "c",
+                                "x",
+                                "x",
+                                "x",
                                 "x",
-                                "x"
-                              ],
-                              "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
-                            },
-                            {
-                              "id": "Other",
-                              "name": "Other",
-                              "type": "numeric",
-                              "cell": [
                                 "c",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
                                 "c",
                                 "x",
                                 "x",
                                 "x",
                                 "x",
-                                "x"
-                              ],
-                              "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
-                            },
-                            {
-                              "id": "Not known",
-                              "name": "Not known",
-                              "type": "numeric",
-                              "cell": [
+                                "x",
                                 "c",
                                 "x",
                                 "x",
                                 "x",
                                 "x",
                                 "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
+                                "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "bdf9bf55f9a4f62efae2a208cb8641b6",
                           "static": false,
                           "nested": true
                         },
@@ -2655,100 +3908,44 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Information and communication",
-                              "Information and communication",
-                              "Information and communication",
-                              "Information and communication",
-                              "Information and communication",
-                              "Information and communication",
-                              "Information and communication",
-                              "Information and communication",
-                              "Information and communication",
-                              "Information and communication"
+                              "Public administration and defence - compulsory social security",
+                              "Public administration and defence - compulsory social security",
+                              "Public administration and defence - compulsory social security"
                             ],
                             "group_name": [
-                              "Computer programming; consultancy and related activities",
-                              "Software publishing",
-                              "Data processing; hosting and related activities; web portals",
-                              "Other telecommunications activities",
-                              "Publishing of books; periodicals and other publishing activities",
-                              "Motion picture; video and television programme activities",
-                              "Other information service activities",
-                              "Sound recording and music publishing activities",
-                              "Wired telecommunications activities",
-                              "Wireless telecommunications activities"
+                              "Provision of services to the community as a whole",
+                              "Administration of the State and the economic and social policy of the community",
+                              "Compulsory social security activities"
                             ],
                             "White": [
-                              26600,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA"
+                              25600,
+                              25200,
+                              21200
                             ],
                             "Black": [
-                              -10000,
-                              -10000,
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA"
+                              27500,
+                              27000,
+                              21200
                             ],
                             "Asian": [
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA",
-                              -10000,
-                              -10000
+                              24800,
+                              27000,
+                              21200
                             ],
                             "Mixed": [
-                              -10000,
-                              -10000,
-                              "NA",
-                              -10000,
-                              -10000,
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              25700,
+                              25900,
+                              22600
                             ],
                             "Other": [
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              31400,
+                              28100,
+                              -10000
                             ],
                             "Not known": [
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              28300,
+                              25900,
+                              -10000
                             ]
                           },
                           "columns": [
@@ -2771,119 +3968,77 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£26,600",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "x",
-                                "c",
-                                "x",
-                                "x"
+                                "£25,600",
+                                "£25,200",
+                                "£21,200"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "c",
-                                "x",
-                                "x",
-                                "c",
-                                "x",
-                                "c",
-                                "x",
-                                "x",
-                                "x"
+                                "£27,500",
+                                "£27,000",
+                                "£21,200"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
-                              "cell": [
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "x",
-                                "x",
-                                "c",
-                                "x",
-                                "c",
-                                "c"
+                              "cell": [
+                                "£24,800",
+                                "£27,000",
+                                "£21,200"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "c",
-                                "x",
-                                "c",
-                                "c",
-                                "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "£25,700",
+                                "£25,900",
+                                "£22,600"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "£31,400",
+                                "£28,100",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "£28,300",
+                                "£25,900",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "e3acfdc7689360e5356d4bfd06a6a9dc",
                           "static": false,
                           "nested": true
                         },
@@ -2914,52 +4069,52 @@
                             ],
                             "group_name": [
                               "Sports activities",
-                              "Amusement and recreation activities",
-                              "Libraries; archives; museums and other cultural activities",
                               "Creative; arts and entertainment activities",
-                              "Gambling and betting activities"
+                              "Amusement and recreation activities",
+                              "Gambling and betting activities",
+                              "Libraries; archives; museums and other cultural activities"
                             ],
                             "White": [
-                              16800,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000
+                              15700,
+                              16100,
+                              13100,
+                              18200,
+                              15000
                             ],
                             "Black": [
+                              13100,
+                              15600,
                               -10000,
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA"
+                              14200,
+                              -10000
                             ],
                             "Asian": [
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              12400,
+                              15000,
+                              13300,
+                              23400,
+                              20400
                             ],
                             "Mixed": [
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              13600,
+                              15800,
+                              13300,
+                              16800,
+                              19700
                             ],
                             "Other": [
+                              15000,
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              -10000,
+                              -10000,
+                              -10000
                             ],
                             "Not known": [
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              14200,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000
                             ]
                           },
                           "columns": [
@@ -2982,89 +4137,89 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£16,800",
-                                "c",
-                                "c",
-                                "c",
-                                "c"
+                                "£15,700",
+                                "£16,100",
+                                "£13,100",
+                                "£18,200",
+                                "£15,000"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
+                                "£13,100",
+                                "£15,600",
                                 "c",
-                                "c",
-                                "x",
-                                "x",
-                                "x"
+                                "£14,200",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "£12,400",
+                                "£15,000",
+                                "£13,300",
+                                "£23,400",
+                                "£20,400"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "£13,600",
+                                "£15,800",
+                                "£13,300",
+                                "£16,800",
+                                "£19,700"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "£15,000",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c",
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "£14,200",
+                                "c",
+                                "c",
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "3172205fac3ef3073c712833f5564246",
                           "static": false,
                           "nested": true
                         },
@@ -3087,66 +4242,108 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Financial and insurance activities",
-                              "Financial and insurance activities",
-                              "Financial and insurance activities",
-                              "Financial and insurance activities",
-                              "Financial and insurance activities",
-                              "Financial and insurance activities",
-                              "Financial and insurance activities",
-                              "Financial and insurance activities"
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage",
+                              "Transportation and storage"
                             ],
                             "group_name": [
-                              "Monetary intermediation",
-                              "Activities auxiliary to financial services; except insurance and pension funding",
-                              "Activities auxiliary to insurance and pension funding",
-                              "Activities of holding companies",
-                              "Fund management activities",
-                              "Insurance",
-                              "Other financial service activities; except insurance and pension funding",
-                              "Pension funding"
+                              "Warehousing and storage",
+                              "Support activities for transportation",
+                              "Other passenger land transport ",
+                              "Other postal and courier activities",
+                              "Freight transport by road and removal services",
+                              "Postal activities under universal service obligation",
+                              "Passenger air transport",
+                              "Passenger rail transport; interurban",
+                              "Sea and coastal passenger water transport",
+                              "Freight rail transport",
+                              "Sea and coastal freight water transport",
+                              "Freight air transport and space transport",
+                              "Inland passenger water transport",
+                              "Transport via pipeline"
                             ],
                             "White": [
-                              20100,
-                              -10000,
-                              -10000,
-                              -10000,
+                              27000,
+                              23400,
+                              24800,
+                              23500,
+                              20400,
+                              21200,
+                              27900,
+                              27400,
+                              21200,
+                              26800,
                               -10000,
                               -10000,
                               -10000,
                               -10000
                             ],
                             "Black": [
-                              -10000,
+                              27000,
+                              22800,
+                              27400,
+                              22800,
+                              19700,
+                              20800,
+                              19200,
+                              27400,
                               "NA",
                               -10000,
                               "NA",
                               "NA",
                               "NA",
-                              "NA",
                               "NA"
                             ],
                             "Asian": [
-                              -10000,
-                              -10000,
+                              28100,
+                              22600,
+                              23400,
+                              21500,
+                              17500,
+                              19000,
+                              19000,
                               -10000,
                               "NA",
                               "NA",
                               -10000,
                               -10000,
+                              "NA",
                               "NA"
                             ],
                             "Mixed": [
-                              "NA",
-                              "NA",
+                              24100,
+                              27900,
+                              26300,
+                              20800,
                               -10000,
                               -10000,
                               -10000,
+                              -10000,
+                              "NA",
                               "NA",
                               "NA",
+                              "NA",
+                              -10000,
                               "NA"
                             ],
                             "Other": [
+                              29900,
+                              24800,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
                               -10000,
                               "NA",
                               "NA",
@@ -3157,10 +4354,16 @@
                               "NA"
                             ],
                             "Not known": [
+                              25200,
+                              25200,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
                               -10000,
                               "NA",
-                              "NA",
-                              "NA",
+                              -10000,
                               "NA",
                               "NA",
                               "NA",
@@ -3187,74 +4390,104 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£20,100",
-                                "c",
-                                "c",
-                                "c",
+                                "£27,000",
+                                "£23,400",
+                                "£24,800",
+                                "£23,500",
+                                "£20,400",
+                                "£21,200",
+                                "£27,900",
+                                "£27,400",
+                                "£21,200",
+                                "£26,800",
                                 "c",
                                 "c",
                                 "c",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "c",
+                                "£27,000",
+                                "£22,800",
+                                "£27,400",
+                                "£22,800",
+                                "£19,700",
+                                "£20,800",
+                                "£19,200",
+                                "£27,400",
                                 "x",
                                 "c",
                                 "x",
                                 "x",
                                 "x",
-                                "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "c",
+                                "£28,100",
+                                "£22,600",
+                                "£23,400",
+                                "£21,500",
+                                "£17,500",
+                                "£19,000",
+                                "£19,000",
                                 "c",
                                 "x",
                                 "x",
                                 "c",
                                 "c",
+                                "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x",
+                                "£24,100",
+                                "£27,900",
+                                "£26,300",
+                                "£20,800",
+                                "c",
                                 "c",
                                 "c",
                                 "c",
                                 "x",
                                 "x",
+                                "x",
+                                "x",
+                                "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "£29,900",
+                                "£24,800",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "c",
                                 "x",
                                 "x",
@@ -3265,29 +4498,35 @@
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
+                                "£25,200",
+                                "£25,200",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "c",
                                 "x",
-                                "x",
-                                "x",
+                                "c",
                                 "x",
                                 "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "e528057233eade2d36cf555fcea5f601",
                           "static": false,
                           "nested": true
                         },
@@ -3310,66 +4549,90 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Other service activities",
-                              "Other service activities",
-                              "Other service activities",
-                              "Other service activities",
-                              "Other service activities",
-                              "Other service activities"
+                              "Construction",
+                              "Construction",
+                              "Construction",
+                              "Construction",
+                              "Construction",
+                              "Construction",
+                              "Construction",
+                              "Construction",
+                              "Construction"
                             ],
                             "group_name": [
-                              "Activities of other membership organisations",
-                              "Other personal service activities",
-                              "Activities of business; employers and professional membership organisations",
-                              "Activities of trade unions",
-                              "Repair of computers and communication equipment",
-                              "Repair of personal and household goods"
+                              "Construction of residential and non-residential buildings",
+                              "Electrical; plumbing and other construction installation activities",
+                              "Construction of other civil engineering projects",
+                              "Building completion and finishing",
+                              "Development of building projects",
+                              "Construction of utility projects",
+                              "Other specialised construction activities",
+                              "Construction of roads and railways",
+                              "Demolition and site preparation"
                             ],
                             "White": [
-                              21200,
-                              22800,
-                              -10000,
-                              -10000,
-                              "NA",
-                              -10000
+                              29600,
+                              22100,
+                              29200,
+                              21500,
+                              24800,
+                              27700,
+                              23400,
+                              25600,
+                              25600
                             ],
                             "Black": [
+                              29700,
+                              19300,
+                              26600,
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000
                             ],
                             "Asian": [
+                              27400,
+                              21400,
+                              30300,
+                              16800,
+                              24500,
+                              27000,
                               -10000,
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              -10000
                             ],
                             "Mixed": [
+                              25900,
+                              23000,
+                              31200,
                               -10000,
                               -10000,
-                              "NA",
-                              "NA",
                               -10000,
-                              "NA"
+                              -10000,
+                              -10000,
+                              -10000
                             ],
                             "Other": [
-                              "NA",
+                              -10000,
+                              -10000,
                               -10000,
                               "NA",
-                              "NA",
-                              "NA",
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
                               "NA"
                             ],
                             "Not known": [
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
+                              28800,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
                               "NA",
                               "NA"
                             ]
@@ -3394,95 +4657,113 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£21,200",
-                                "£22,800",
-                                "c",
-                                "c",
-                                "x",
-                                "c"
+                                "£29,600",
+                                "£22,100",
+                                "£29,200",
+                                "£21,500",
+                                "£24,800",
+                                "£27,700",
+                                "£23,400",
+                                "£25,600",
+                                "£25,600"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
+                                "£29,700",
+                                "£19,300",
+                                "£26,600",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
+                                "£27,400",
+                                "£21,400",
+                                "£30,300",
+                                "£16,800",
+                                "£24,500",
+                                "£27,000",
                                 "c",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "£25,900",
+                                "£23,000",
+                                "£31,200",
                                 "c",
                                 "c",
-                                "x",
-                                "x",
                                 "c",
-                                "x"
+                                "c",
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
-                                "x",
+                                "c",
+                                "c",
                                 "c",
                                 "x",
-                                "x",
-                                "x",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x",
-                                "x",
-                                "x",
+                                "£28,800",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "9edec3e194c829281e5aa7ec90dd1285",
                           "static": false,
                           "nested": true
                         },
@@ -3505,83 +4786,43 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Transportation and storage",
-                              "Transportation and storage",
-                              "Transportation and storage",
-                              "Transportation and storage",
-                              "Transportation and storage",
-                              "Transportation and storage",
-                              "Transportation and storage",
-                              "Transportation and storage"
+                              "Real estate activities",
+                              "Real estate activities",
+                              "Real estate activities"
                             ],
                             "group_name": [
-                              "Warehousing and storage",
-                              "Freight transport by road and removal services",
-                              "Other passenger land transport ",
-                              "Passenger air transport",
-                              "Postal activities under universal service obligation",
-                              "Support activities for transportation",
-                              "Other postal and courier activities",
-                              "Passenger rail transport; interurban"
+                              "Real estate activities on a fee or contract basis",
+                              "Renting and operating of own or leased real estate",
+                              "Buying and selling of own real estate"
                             ],
                             "White": [
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000
+                              21200,
+                              20800,
+                              26600
                             ],
                             "Black": [
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
-                              "NA",
-                              "NA",
-                              -10000
+                              21500,
+                              21200,
+                              "NA"
                             ],
                             "Asian": [
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA"
+                              21000,
+                              20800,
+                              -10000
                             ],
                             "Mixed": [
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA",
-                              -10000,
-                              "NA"
+                              21200,
+                              20100,
+                              -10000
                             ],
                             "Other": [
+                              21400,
                               -10000,
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              "NA",
                               "NA"
                             ],
                             "Not known": [
-                              -10000,
-                              "NA",
-                              -10000,
-                              "NA",
-                              "NA",
-                              -10000,
-                              "NA",
+                              20400,
+                              18100,
                               "NA"
                             ]
                           },
@@ -3605,107 +4846,77 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c"
+                                "£21,200",
+                                "£20,800",
+                                "£26,600"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "c",
-                                "x",
-                                "x",
-                                "c"
+                                "£21,500",
+                                "£21,200",
+                                "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
-                              "name": "Asian",
-                              "type": "numeric",
-                              "cell": [
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "x",
-                                "c",
-                                "x",
-                                "x"
+                              "name": "Asian",
+                              "type": "numeric",
+                              "cell": [
+                                "£21,000",
+                                "£20,800",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "x",
-                                "x",
-                                "x",
-                                "c",
-                                "x",
-                                "c",
-                                "x"
+                                "£21,200",
+                                "£20,100",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "£21,400",
                                 "c",
-                                "x",
-                                "x",
-                                "c",
-                                "x",
-                                "x",
-                                "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "x",
-                                "c",
-                                "x",
-                                "x",
-                                "c",
-                                "x",
+                                "£20,400",
+                                "£18,100",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "21e47b58e95409f59e1acfe8cad3f0c3",
                           "static": false,
                           "nested": true
                         },
@@ -3728,34 +4939,66 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Real estate activities",
-                              "Real estate activities"
+                              "Other service activities",
+                              "Other service activities",
+                              "Other service activities",
+                              "Other service activities",
+                              "Other service activities",
+                              "Other service activities"
                             ],
                             "group_name": [
-                              "Renting and operating of own or leased real estate",
-                              "Real estate activities on a fee or contract basis"
+                              "Activities of other membership organisations",
+                              "Other personal service activities",
+                              "Activities of business; employers and professional membership organisations",
+                              "Repair of computers and communication equipment",
+                              "Repair of personal and household goods",
+                              "Activities of trade unions"
                             ],
                             "White": [
-                              -10000,
-                              -10000
+                              18600,
+                              18200,
+                              23700,
+                              25000,
+                              21000,
+                              25900
                             ],
                             "Black": [
+                              20800,
+                              20800,
+                              23000,
                               -10000,
-                              -10000
+                              "NA",
+                              "NA"
                             ],
                             "Asian": [
+                              18600,
+                              19300,
+                              23000,
+                              -10000,
                               -10000,
                               -10000
                             ],
                             "Mixed": [
+                              20400,
+                              20400,
                               -10000,
-                              -10000
+                              -10000,
+                              -10000,
+                              "NA"
                             ],
                             "Other": [
+                              -10000,
+                              11300,
+                              -10000,
+                              -10000,
                               "NA",
                               "NA"
                             ],
                             "Not known": [
+                              22100,
+                              23000,
+                              -10000,
+                              -10000,
                               "NA",
                               "NA"
                             ]
@@ -3780,71 +5023,95 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "c"
+                                "£18,600",
+                                "£18,200",
+                                "£23,700",
+                                "£25,000",
+                                "£21,000",
+                                "£25,900"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
+                                "£20,800",
+                                "£20,800",
+                                "£23,000",
                                 "c",
-                                "c"
+                                "x",
+                                "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
+                                "£18,600",
+                                "£19,300",
+                                "£23,000",
+                                "c",
                                 "c",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "£20,400",
+                                "£20,400",
                                 "c",
-                                "c"
+                                "c",
+                                "c",
+                                "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "c",
+                                "£11,300",
+                                "c",
+                                "c",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
+                                "£22,100",
+                                "£23,000",
+                                "c",
+                                "c",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "7386cf1153ae0be271532a85dd8c6f98",
                           "static": false,
                           "nested": true
                         },
@@ -3867,27 +5134,43 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Activities of households as employers - undifferentiated goods-and services-producing activities of households for own use"
+                              "Electricity, gas, steam and air conditioning supply",
+                              "Electricity, gas, steam and air conditioning supply",
+                              "Electricity, gas, steam and air conditioning supply"
                             ],
                             "group_name": [
-                              "Activities of households as employers of domestic personnel"
+                              "Electric power generation; transmission and distribution",
+                              "Manufacture of gas; distribution of gaseous fuels through mains",
+                              "Steam and air conditioning supply"
                             ],
                             "White": [
-                              16400
+                              23700,
+                              29600,
+                              -10000
                             ],
                             "Black": [
-                              -10000
+                              -10000,
+                              -10000,
+                              "NA"
                             ],
                             "Asian": [
-                              -10000
+                              20400,
+                              28700,
+                              "NA"
                             ],
                             "Mixed": [
-                              -10000
+                              21900,
+                              -10000,
+                              "NA"
                             ],
                             "Other": [
+                              -10000,
+                              -10000,
                               "NA"
                             ],
                             "Not known": [
+                              -10000,
+                              -10000,
                               "NA"
                             ]
                           },
@@ -3911,65 +5194,77 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£16,400"
+                                "£23,700",
+                                "£29,600",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "c"
+                                "c",
+                                "c",
+                                "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "c"
+                                "£20,400",
+                                "£28,700",
+                                "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "c"
+                                "£21,900",
+                                "c",
+                                "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "c",
+                                "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
+                                "c",
+                                "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "5e6385514b77e93769ffe8fd731dd1c3",
                           "static": false,
                           "nested": true
                         },
@@ -3992,36 +5287,46 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Construction",
-                              "Construction",
-                              "Construction",
-                              "Construction",
-                              "Construction",
-                              "Construction",
-                              "Construction",
-                              "Construction"
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing",
+                              "Agriculture, forestry and fishing"
                             ],
                             "group_name": [
-                              "Building completion and finishing",
-                              "Construction of other civil engineering projects",
-                              "Construction of residential and non-residential buildings",
-                              "Construction of roads and railways",
-                              "Construction of utility projects",
-                              "Development of building projects",
-                              "Electrical; plumbing and other construction installation activities",
-                              "Other specialised construction activities"
+                              "Growing of non-perennial crops",
+                              "Animal production",
+                              "Mixed farming",
+                              "Support activities to agriculture and post-harvest crop activities",
+                              "Growing of perennial crops",
+                              "Plant propagation",
+                              "Silviculture and other forestry activities",
+                              "Support services to forestry",
+                              "Aquaculture",
+                              "Fishing",
+                              "Logging"
                             ],
                             "White": [
-                              -10000,
-                              -10000,
-                              -10000,
-                              -10000,
+                              19000,
+                              19200,
+                              20800,
+                              19300,
+                              18800,
+                              16600,
+                              22300,
                               -10000,
                               -10000,
                               -10000,
                               -10000
                             ],
                             "Black": [
+                              "NA",
                               "NA",
                               -10000,
                               "NA",
@@ -4029,29 +5334,40 @@
                               "NA",
                               "NA",
                               "NA",
+                              "NA",
+                              "NA",
                               "NA"
                             ],
                             "Asian": [
+                              -10000,
+                              -10000,
+                              "NA",
+                              "NA",
                               "NA",
                               "NA",
                               "NA",
                               "NA",
                               "NA",
                               "NA",
-                              -10000,
                               "NA"
                             ],
                             "Mixed": [
+                              -10000,
+                              -10000,
                               "NA",
                               "NA",
+                              -10000,
+                              -10000,
+                              -10000,
                               "NA",
-                              "NA",
-                              "NA",
-                              "NA",
+                              -10000,
                               "NA",
                               "NA"
                             ],
                             "Other": [
+                              "NA",
+                              -10000,
+                              "NA",
                               "NA",
                               "NA",
                               "NA",
@@ -4062,6 +5378,9 @@
                               "NA"
                             ],
                             "Not known": [
+                              -10000,
+                              -10000,
+                              -10000,
                               "NA",
                               "NA",
                               "NA",
@@ -4092,23 +5411,27 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "c",
-                                "c",
-                                "c",
+                                "£19,000",
+                                "£19,200",
+                                "£20,800",
+                                "£19,300",
+                                "£18,800",
+                                "£16,600",
+                                "£22,300",
                                 "c",
                                 "c",
                                 "c",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
+                                "x",
                                 "x",
                                 "c",
                                 "x",
@@ -4116,50 +5439,61 @@
                                 "x",
                                 "x",
                                 "x",
+                                "x",
+                                "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
+                                "c",
+                                "c",
+                                "x",
+                                "x",
                                 "x",
                                 "x",
                                 "x",
                                 "x",
                                 "x",
                                 "x",
-                                "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "c",
+                                "c",
                                 "x",
                                 "x",
+                                "c",
+                                "c",
+                                "c",
                                 "x",
-                                "x",
-                                "x",
-                                "x",
+                                "c",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
+                                "x",
+                                "c",
+                                "x",
                                 "x",
                                 "x",
                                 "x",
@@ -4170,13 +5504,16 @@
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
+                                "c",
+                                "c",
+                                "c",
                                 "x",
                                 "x",
                                 "x",
@@ -4187,12 +5524,12 @@
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "d789b2ef4a2fa2488650e65191bfd2a2",
                           "static": false,
                           "nested": true
                         },
@@ -4215,59 +5552,67 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Agriculture, forestry and fishing",
-                              "Agriculture, forestry and fishing",
-                              "Agriculture, forestry and fishing",
-                              "Agriculture, forestry and fishing",
-                              "Agriculture, forestry and fishing"
+                              "Water supply - sewerage, waste management and remediation activities",
+                              "Water supply - sewerage, waste management and remediation activities",
+                              "Water supply - sewerage, waste management and remediation activities",
+                              "Water supply - sewerage, waste management and remediation activities",
+                              "Water supply - sewerage, waste management and remediation activities",
+                              "Water supply - sewerage, waste management and remediation activities"
                             ],
                             "group_name": [
-                              "Animal production",
-                              "Growing of non-perennial crops",
-                              "Growing of perennial crops",
-                              "Mixed farming",
-                              "Plant propagation"
+                              "Water collection; treatment and supply",
+                              "Waste collection",
+                              "Sewerage",
+                              "Materials recovery",
+                              "Waste treatment and disposal",
+                              "Remediation activities and other waste management services"
                             ],
                             "White": [
+                              24800,
+                              22600,
+                              25200,
+                              19500,
+                              21900,
+                              -10000
+                            ],
+                            "Black": [
                               -10000,
                               -10000,
                               -10000,
                               -10000,
-                              -10000
-                            ],
-                            "Black": [
-                              "NA",
-                              "NA",
-                              "NA",
                               "NA",
                               "NA"
                             ],
                             "Asian": [
+                              25600,
                               -10000,
-                              "NA",
-                              "NA",
-                              "NA",
-                              "NA"
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000
                             ],
                             "Mixed": [
-                              "NA",
-                              "NA",
-                              "NA",
+                              -10000,
+                              -10000,
+                              -10000,
+                              -10000,
                               "NA",
                               "NA"
                             ],
                             "Other": [
                               "NA",
+                              -10000,
                               "NA",
                               "NA",
                               "NA",
                               "NA"
                             ],
                             "Not known": [
+                              -10000,
+                              -10000,
                               "NA",
                               "NA",
-                              "NA",
-                              "NA",
+                              -10000,
                               "NA"
                             ]
                           },
@@ -4291,56 +5636,60 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "c",
-                                "c",
-                                "c",
+                                "£24,800",
+                                "£22,600",
+                                "£25,200",
+                                "£19,500",
+                                "£21,900",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x",
-                                "x",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
+                                "£25,600",
                                 "c",
-                                "x",
-                                "x",
-                                "x",
-                                "x"
+                                "c",
+                                "c",
+                                "c",
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x",
-                                "x",
+                                "c",
+                                "c",
+                                "c",
+                                "c",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
@@ -4348,32 +5697,34 @@
                               "type": "numeric",
                               "cell": [
                                 "x",
+                                "c",
                                 "x",
                                 "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
+                                "c",
+                                "c",
                                 "x",
                                 "x",
-                                "x",
-                                "x",
+                                "c",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "7969ae64ed1bceaf2201b6128ec88ac5",
                           "static": false,
                           "nested": true
                         },
@@ -4396,36 +5747,28 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Electricity, gas, steam and air conditioning supply",
-                              "Electricity, gas, steam and air conditioning supply"
+                              "Activities of households as employers - undifferentiated goods-and services-producing activities of households for own use"
                             ],
                             "group_name": [
-                              "Electric power generation; transmission and distribution",
-                              "Manufacture of gas; distribution of gaseous fuels through mains"
+                              "Activities of households as employers of domestic personnel"
                             ],
                             "White": [
-                              -10000,
-                              "NA"
+                              19000
                             ],
                             "Black": [
-                              "NA",
-                              "NA"
+                              9900
                             ],
                             "Asian": [
-                              -10000,
-                              -10000
+                              16600
                             ],
                             "Mixed": [
-                              "NA",
-                              "NA"
+                              27700
                             ],
                             "Other": [
-                              "NA",
-                              "NA"
+                              -10000
                             ],
                             "Not known": [
-                              "NA",
-                              "NA"
+                              -10000
                             ]
                           },
                           "columns": [
@@ -4448,71 +5791,65 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "x"
+                                "£19,000"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x"
+                                "£9,900"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "c",
-                                "c"
+                                "£16,600"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x"
+                                "£27,700"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "x",
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "ca8441ba02b11005c8facb59c4e9e4fb",
                           "static": false,
                           "nested": true
                         },
@@ -4535,19 +5872,22 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Water supply - sewerage, waste management and remediation activities",
-                              "Water supply - sewerage, waste management and remediation activities",
-                              "Water supply - sewerage, waste management and remediation activities",
-                              "Water supply - sewerage, waste management and remediation activities"
+                              "Mining and quarrying",
+                              "Mining and quarrying",
+                              "Mining and quarrying",
+                              "Mining and quarrying",
+                              "Mining and quarrying"
                             ],
                             "group_name": [
-                              "Materials recovery",
-                              "Remediation activities and other waste management services",
-                              "Waste collection",
-                              "Water collection; treatment and supply"
+                              "Quarrying of stone; sand and clay",
+                              "Support activities for petroleum and natural gas extraction",
+                              "Extraction of crude petroleum",
+                              "Mining and quarrying n.e.c.",
+                              "Support activities for other mining and quarrying"
                             ],
                             "White": [
-                              -10000,
+                              22300,
+                              33200,
                               -10000,
                               -10000,
                               -10000
@@ -4556,15 +5896,18 @@
                               "NA",
                               "NA",
                               "NA",
+                              "NA",
                               "NA"
                             ],
                             "Asian": [
+                              -10000,
+                              -10000,
+                              -10000,
                               "NA",
-                              "NA",
-                              "NA",
-                              -10000
+                              "NA"
                             ],
                             "Mixed": [
+                              -10000,
                               "NA",
                               "NA",
                               "NA",
@@ -4574,12 +5917,14 @@
                               "NA",
                               "NA",
                               "NA",
+                              "NA",
                               "NA"
                             ],
                             "Not known": [
                               "NA",
                               "NA",
                               "NA",
+                              "NA",
                               "NA"
                             ]
                           },
@@ -4603,13 +5948,14 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "c",
+                                "£22,300",
+                                "£33,200",
                                 "c",
                                 "c",
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
@@ -4619,36 +5965,39 @@
                                 "x",
                                 "x",
                                 "x",
+                                "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
+                                "c",
+                                "c",
+                                "c",
                                 "x",
-                                "x",
-                                "x",
-                                "c"
+                                "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
+                                "c",
                                 "x",
                                 "x",
                                 "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
@@ -4658,10 +6007,11 @@
                                 "x",
                                 "x",
                                 "x",
+                                "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
@@ -4671,15 +6021,16 @@
                                 "x",
                                 "x",
                                 "x",
+                                "x",
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "1f3e041834d0e21fc2ae0106e8b92eb6",
                           "static": false,
                           "nested": true
                         },
@@ -4702,16 +6053,16 @@
                         "attribs": {
                           "data": {
                             "SECTIONNAME": [
-                              "Mining and quarrying"
+                              "Activities of extraterritorial organisations and bodies"
                             ],
                             "group_name": [
-                              "Extraction of crude petroleum"
+                              "Activities of extraterritorial organisations and bodies"
                             ],
                             "White": [
                               -10000
                             ],
                             "Black": [
-                              "NA"
+                              -10000
                             ],
                             "Asian": [
                               "NA"
@@ -4720,7 +6071,7 @@
                               "NA"
                             ],
                             "Other": [
-                              "NA"
+                              -10000
                             ],
                             "Not known": [
                               "NA"
@@ -4749,17 +6100,17 @@
                                 "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
@@ -4769,7 +6120,7 @@
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
@@ -4779,17 +6130,17 @@
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
-                                "x"
+                                "c"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
@@ -4799,12 +6150,12 @@
                                 "x"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "ab48bb8d74e852a87660fece42236932",
                           "static": false,
                           "nested": true
                         },
@@ -4833,22 +6184,22 @@
                               "Not known"
                             ],
                             "White": [
-                              15100
+                              15000
                             ],
                             "Black": [
-                              9700
+                              11700
                             ],
                             "Asian": [
-                              15300
+                              14200
                             ],
                             "Mixed": [
-                              -10000
+                              12800
                             ],
                             "Other": [
-                              15100
+                              12400
                             ],
                             "Not known": [
-                              -10000
+                              12300
                             ]
                           },
                           "columns": [
@@ -4871,65 +6222,65 @@
                               "name": "White",
                               "type": "numeric",
                               "cell": [
-                                "£15,100"
+                                "£15,000"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Black",
                               "name": "Black",
                               "type": "numeric",
                               "cell": [
-                                "£9,700"
+                                "£11,700"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Asian",
                               "name": "Asian",
                               "type": "numeric",
                               "cell": [
-                                "£15,300"
+                                "£14,200"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Mixed",
                               "name": "Mixed",
                               "type": "numeric",
                               "cell": [
-                                "c"
+                                "£12,800"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Other",
                               "name": "Other",
                               "type": "numeric",
                               "cell": [
-                                "£15,100"
+                                "£12,400"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             },
                             {
                               "id": "Not known",
                               "name": "Not known",
                               "type": "numeric",
                               "cell": [
-                                "c"
+                                "£12,300"
                               ],
                               "na": "x",
-                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                              "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
                             }
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "7e1ba93eebb46981911bbcda58bb825c",
                           "static": false,
                           "nested": true
                         },
@@ -4970,31 +6321,32 @@
                   "fontWeight": "bold"
                 },
                 "cell": [
+                  "£26,300",
+                  "£16,100",
+                  "£23,000",
+                  "£20,100",
+                  "£19,700",
                   "£24,500",
-                  "£17,500",
-                  "£20,800",
-                  "£19,100",
-                  "£22,600",
-                  "£23,700",
-                  "£25,600",
-                  "£14,200",
-                  "£24,600",
-                  "£17,900",
-                  "£22,300",
-                  "£21,900",
-                  "£21,500",
-                  "£20,400",
-                  "£16,400",
-                  "£21,900",
-                  "c",
-                  "c",
-                  "c",
+                  "£13,100",
+                  "£25,200",
+                  "£25,200",
+                  "£25,200",
+                  "£15,600",
+                  "£24,500",
+                  "£26,300",
+                  "£21,200",
+                  "£19,300",
+                  "£24,800",
+                  "£19,400",
+                  "£23,000",
+                  "£19,000",
+                  "£27,000",
                   "c",
-                  "£15,100"
+                  "£15,000"
                 ],
-                "footer": "5,100",
+                "footer": "133,280",
                 "na": "x",
-                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['White']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
               },
               {
                 "id": "Black",
@@ -5004,31 +6356,32 @@
                   "fontWeight": "bold"
                 },
                 "cell": [
-                  "£24,500",
-                  "£16,100",
+                  "£27,700",
+                  "£14,600",
+                  "£23,000",
+                  "£20,800",
                   "£17,900",
-                  "£20,100",
-                  "£20,100",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
+                  "£25,200",
+                  "£13,000",
+                  "£25,600",
+                  "£24,800",
+                  "£26,600",
+                  "£13,900",
+                  "£24,100",
+                  "£26,600",
+                  "£21,200",
+                  "£20,800",
+                  "£23,400",
                   "c",
+                  "£21,000",
+                  "£9,900",
                   "x",
-                  "x",
-                  "x",
-                  "x",
-                  "£9,700"
+                  "c",
+                  "£11,700"
                 ],
-                "footer": "480",
+                "footer": "12,810",
                 "na": "x",
-                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Black']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
               },
               {
                 "id": "Asian",
@@ -5038,31 +6391,32 @@
                   "fontWeight": "bold"
                 },
                 "cell": [
-                  "£24,100",
+                  "£28,800",
                   "£16,400",
-                  "£18,200",
-                  "£17,900",
-                  "£23,700",
-                  "c",
-                  "c",
-                  "£9,500",
+                  "£23,400",
                   "£20,400",
+                  "£19,000",
+                  "£26,600",
+                  "£13,500",
+                  "£26,300",
+                  "£24,500",
+                  "£25,600",
+                  "£15,700",
+                  "£23,700",
+                  "£24,800",
+                  "£20,800",
+                  "£19,700",
+                  "£20,800",
                   "c",
-                  "£20,100",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
+                  "£23,400",
+                  "£16,600",
                   "c",
                   "x",
-                  "£15,300"
+                  "£14,200"
                 ],
-                "footer": "1,035",
+                "footer": "20,940",
                 "na": "x",
-                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Asian']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
               },
               {
                 "id": "Mixed",
@@ -5072,31 +6426,32 @@
                   "fontWeight": "bold"
                 },
                 "cell": [
-                  "£25,900",
-                  "£17,900",
-                  "£20,800",
-                  "c",
+                  "£26,600",
+                  "£15,700",
                   "£23,000",
+                  "£19,300",
+                  "£18,600",
+                  "£24,500",
+                  "£12,800",
+                  "£27,000",
+                  "£24,100",
+                  "£25,600",
+                  "£14,600",
+                  "£23,700",
+                  "£24,500",
+                  "£21,200",
+                  "£20,400",
+                  "£22,600",
                   "c",
                   "c",
+                  "£27,700",
                   "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "x",
                   "x",
-                  "x",
-                  "x",
-                  "c"
+                  "£12,800"
                 ],
-                "footer": "220",
+                "footer": "7,250",
                 "na": "x",
-                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Mixed']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
               },
               {
                 "id": "Other",
@@ -5106,31 +6461,32 @@
                   "fontWeight": "bold"
                 },
                 "cell": [
-                  "£25,200",
-                  "£16,100",
+                  "£28,700",
+                  "£16,800",
+                  "£23,700",
+                  "£19,500",
+                  "£17,500",
+                  "£25,600",
+                  "£12,800",
+                  "£26,600",
+                  "£23,700",
+                  "£28,500",
+                  "£15,000",
+                  "£24,600",
+                  "£21,900",
+                  "£20,600",
+                  "£18,200",
                   "c",
                   "c",
                   "c",
                   "c",
                   "x",
                   "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "£15,100"
+                  "£12,400"
                 ],
-                "footer": "85",
+                "footer": "2,270",
                 "na": "x",
-                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Other']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
               },
               {
                 "id": "Not known",
@@ -5140,37 +6496,38 @@
                   "fontWeight": "bold"
                 },
                 "cell": [
-                  "£29,900",
-                  "£17,500",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
-                  "c",
+                  "£28,500",
+                  "£16,100",
+                  "£24,800",
+                  "£20,100",
+                  "£19,500",
+                  "£25,900",
+                  "£13,900",
+                  "£28,800",
+                  "£30,700",
+                  "£26,600",
+                  "£13,900",
+                  "£23,400",
+                  "£29,500",
+                  "£20,300",
+                  "£22,300",
                   "c",
                   "c",
-                  "x",
                   "c",
-                  "x",
                   "c",
                   "x",
                   "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "x",
-                  "c"
+                  "£12,300"
                 ],
-                "footer": "175",
+                "footer": "3,185",
                 "na": "x",
-                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 29900\n              var min = 9500\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
+                "style": "\n            // source: https://glin.github.io/reactable/articles/examples.html#grouped-cell-rendering-1\n            function(rowInfo) {\n              // source: https://stackoverflow.com/a/44134328/4856719\n              function hslToHex(h, s, l) {\n                l /= 100;\n                const a = s * Math.min(l, 1 - l) / 100;\n                const f = n => {\n                  const k = (n + h / 30) % 12;\n                  const color = l - a * Math.max(Math.min(k - 3, 9 - k, 1), -1);\n                  return Math.round(255 * color).toString(16).padStart(2, '0');\n                };\n                return `#${f(0)}${f(8)}${f(4)}`;\n              }\n              var value = rowInfo.row['Not known']\n              var max = 30700\n              var min = 9900\n              // pct_value = (value - min) * 100 / (max - min)\n              pct_value = (Math.min(value, max) - min) * 100 / (max - min)\n              // If value equals 0, x, or c, set background to white.\n              if (value < 0.001 || isNaN(value)) {\n                var color = '#000000'\n                var bg = '#FFFFFF'\n              } else {\n                var color = '#000000'\n                var bg = hslToHex(209, 59, 100 - pct_value / 2)\n              }\n              return { color: color, backgroundColor: bg}\n          }"
               }
             ],
             "defaultPageSize": 22,
             "showSortable": true,
             "height": "600px",
-            "dataKey": "random_key",
+            "dataKey": "ec086854891421c77120988ef4981fd2",
             "static": false
           },
           "children": [
@@ -5306,6 +6663,12 @@
         "tag.attribs.columns.0.details.20.children.0.attribs.columns.5.style",
         "tag.attribs.columns.0.details.20.children.0.attribs.columns.6.style",
         "tag.attribs.columns.0.details.20.children.0.attribs.columns.7.style",
+        "tag.attribs.columns.0.details.21.children.0.attribs.columns.2.style",
+        "tag.attribs.columns.0.details.21.children.0.attribs.columns.3.style",
+        "tag.attribs.columns.0.details.21.children.0.attribs.columns.4.style",
+        "tag.attribs.columns.0.details.21.children.0.attribs.columns.5.style",
+        "tag.attribs.columns.0.details.21.children.0.attribs.columns.6.style",
+        "tag.attribs.columns.0.details.21.children.0.attribs.columns.7.style",
         "tag.attribs.columns.3.style",
         "tag.attribs.columns.4.style",
         "tag.attribs.columns.5.style",
@@ -5320,7 +6683,7 @@
 
       ]
     },
-    "crosstab_text": "For first degree graduates of Allied health, one year after graduation, <b> <b>Human health and social work activities<\/b> <\/b> was the most common industry  for  White, Black, Mixed, Other  and Not known  ethnicity graduates,\n                      and <b> <b>Wholesale and retail trade - repair of motor vehicles and motorcycles<\/b> <\/b> was the most common industry  for  Asian  ethnicity graduates.<br/><br/>The industry with the largest range in proportions was <b>Wholesale and retail trade - repair of motor vehicles and motorcycles<\/b> where <b>Asian<\/b> ethnicity graduates had the highest proportion and <b>White<\/b> ethnicity graduates had the lowest proportion. The industry with the largest range in median earnings was <b>Accommodation and food service activities<\/b> where <b>White<\/b> ethnicity graduates had the highest median earnings (<b><b>£14,200<\/b><\/b>) and <b>Asian<\/b> ethnicity graduates had the lowest median earnings (<b><b>£ 9,500<\/b><\/b>).  The group with the highest earnings was  <b>Mixed<\/b> ethnicity graduates who worked in the <b>Human health and social work activities<\/b> industry (median earnings of <b>£25,900<\/b>). <br/><br/>",
-    "crosstab_title": "<h4> Industry of graduate employment for graduates of Allied health by ethnicity, one year after\n                          graduation, male and female first degree graduates from HE providers,\n                            2020/21 tax year.<\/h4>"
+    "crosstab_text": "For first degree graduates of all subjects, one year after graduation, <b> <b>Human health and social work activities<\/b> <\/b> was the most common industry  for all ethnicities.<br/><br/>The industry with the largest range in proportions was <b>Human health and social work activities<\/b> where <b>Black<\/b> ethnicity graduates had the highest proportion and <b>Mixed<\/b> ethnicity graduates had the lowest proportion. The industry with the largest range in median earnings was <b>Activities of households as employers - undifferentiated goods-and services-producing activities of households for own use<\/b> where <b>Mixed<\/b> ethnicity graduates had the highest median earnings (<b><b>£27,700<\/b><\/b>) and <b>Black<\/b> ethnicity graduates had the lowest median earnings (<b><b>£ 9,900<\/b><\/b>).  The group with the highest earnings was  <b>Asian<\/b> ethnicity graduates who worked in the <b>Human health and social work activities<\/b> industry (median earnings of <b>£28,800<\/b>). <br/><br/>",
+    "crosstab_title": "<h4> Industry of graduate employment for graduates of all subjects by ethnicity, one year after\n                          graduation, male and female first degree graduates from HE providers,\n                            2020/21 tax year.<\/h4>"
   }
 }
diff --git a/tests/testthat/_snaps/testUI/013_.png b/tests/testthat/_snaps/testUI/013_.png
new file mode 100644
index 0000000..059a142
Binary files /dev/null and b/tests/testthat/_snaps/testUI/013_.png differ
diff --git a/tests/shinytest/testUI-expected/subjectByIndustry_7.json b/tests/testthat/_snaps/testUI/014.json
similarity index 99%
rename from tests/shinytest/testUI-expected/subjectByIndustry_7.json
rename to tests/testthat/_snaps/testUI/014.json
index 2326bf8..0ab76a3 100644
--- a/tests/shinytest/testUI-expected/subjectByIndustry_7.json
+++ b/tests/testthat/_snaps/testUI/014.json
@@ -1,11 +1,11 @@
 {
   "input": {
+    "YAGinput2": "1",
     "countinput2": "ethnicity",
     "crosstabs.subjectinput": "English studies",
     "earningsbutton": "Median earnings",
     "navbar": "subjectByIndustry",
-    "qualinput3": "Level 8",
-    "YAGinput2": "1"
+    "qualinput3": "First degree"
   },
   "output": {
     "crosstab": {
@@ -391,7 +391,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "57f3bb605952a2adf533766d2b4e68a9",
                           "static": false,
                           "nested": true
                         },
@@ -782,7 +782,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "e063673d387a97d378374214d5527f0f",
                           "static": false,
                           "nested": true
                         },
@@ -1089,7 +1089,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "276bac04d081ffbfbf2a841eaa7f3077",
                           "static": false,
                           "nested": true
                         },
@@ -1452,7 +1452,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "5bd7eb8d05f770029d57bc9ffe1425bb",
                           "static": false,
                           "nested": true
                         },
@@ -1745,7 +1745,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "c5d40a54a4efe78079660c39acaf3bcc",
                           "static": false,
                           "nested": true
                         },
@@ -1954,7 +1954,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "a969fa1931ff0cc580d7d84a1a6ee738",
                           "static": false,
                           "nested": true
                         },
@@ -2191,7 +2191,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "a98e83adc0a441d6434e3eb62faf0e62",
                           "static": false,
                           "nested": true
                         },
@@ -2428,7 +2428,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "87d1f9e8dc4c98281612edb9e1e32834",
                           "static": false,
                           "nested": true
                         },
@@ -2581,7 +2581,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "8ba075b18632515e9fd5eb735e733571",
                           "static": false,
                           "nested": true
                         },
@@ -2762,7 +2762,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "6d31431d11f1596cf7f4715f071c0115",
                           "static": false,
                           "nested": true
                         },
@@ -2957,7 +2957,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "54d0a8595b1eba6612c7a0fee6eb93d5",
                           "static": false,
                           "nested": true
                         },
@@ -3726,7 +3726,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "9ddd00999447502c0d1c4e9c848174ca",
                           "static": false,
                           "nested": true
                         },
@@ -3865,7 +3865,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "317719ced3fd65a98329f9a62fd67bd0",
                           "static": false,
                           "nested": true
                         },
@@ -4102,7 +4102,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "863726169e0c097d700cd7eeb8421938",
                           "static": false,
                           "nested": true
                         },
@@ -4339,7 +4339,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "9d2ae2926c8bf6c199c8e5605f7769df",
                           "static": false,
                           "nested": true
                         },
@@ -4464,7 +4464,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "25a7e3e361b65730e21a97f138696c1f",
                           "static": false,
                           "nested": true
                         },
@@ -4603,7 +4603,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "b2bfebbe5f4cf538f789ca0a2e81e53c",
                           "static": false,
                           "nested": true
                         },
@@ -4784,7 +4784,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "f0320ff30dd2d28afa61a7b5a50fd7b8",
                           "static": false,
                           "nested": true
                         },
@@ -4951,7 +4951,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "f3f028bfba84b507d5f39aad728bf2b8",
                           "static": false,
                           "nested": true
                         },
@@ -5076,7 +5076,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "e8783bf7dede212b79a880237372083b",
                           "static": false,
                           "nested": true
                         },
@@ -5311,7 +5311,7 @@
             "defaultPageSize": 22,
             "showSortable": true,
             "height": "600px",
-            "dataKey": "random_key",
+            "dataKey": "3f66f086f0c9751cb78a7b8fda4919bd",
             "static": false
           },
           "children": [
diff --git a/tests/testthat/_snaps/testUI/014_.png b/tests/testthat/_snaps/testUI/014_.png
new file mode 100644
index 0000000..12ad17e
Binary files /dev/null and b/tests/testthat/_snaps/testUI/014_.png differ
diff --git a/tests/shinytest/testUI-expected/subjectByIndustry_8.json b/tests/testthat/_snaps/testUI/015.json
similarity index 99%
rename from tests/shinytest/testUI-expected/subjectByIndustry_8.json
rename to tests/testthat/_snaps/testUI/015.json
index 8e3e206..c8caab8 100644
--- a/tests/shinytest/testUI-expected/subjectByIndustry_8.json
+++ b/tests/testthat/_snaps/testUI/015.json
@@ -1,11 +1,11 @@
 {
   "input": {
+    "YAGinput2": "1",
     "countinput2": "ethnicity",
     "crosstabs.subjectinput": "English studies",
     "earningsbutton": "Proportions",
     "navbar": "subjectByIndustry",
-    "qualinput3": "Level 8",
-    "YAGinput2": "1"
+    "qualinput3": "First degree"
   },
   "output": {
     "crosstab": {
@@ -391,7 +391,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "b3cf954f3d9d1b60e9dc0390c33a45e1",
                           "static": false,
                           "nested": true
                         },
@@ -782,7 +782,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "d8ff97ab7856ad88965461734b298366",
                           "static": false,
                           "nested": true
                         },
@@ -1089,7 +1089,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "777891542444a96d7e0be1b2efa130bd",
                           "static": false,
                           "nested": true
                         },
@@ -1452,7 +1452,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "20468ca6f83eb431f1a044ea4c1ae13e",
                           "static": false,
                           "nested": true
                         },
@@ -1745,7 +1745,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "6348029ac6339c54a4af36d9aefb1d7c",
                           "static": false,
                           "nested": true
                         },
@@ -1954,7 +1954,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "dda978bd7fa3c03b6a27bd9bb0fd5bd2",
                           "static": false,
                           "nested": true
                         },
@@ -2191,7 +2191,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "b1fae137cee916564317ebfa8bda5926",
                           "static": false,
                           "nested": true
                         },
@@ -2428,7 +2428,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "206817c8f50dedc5f83821bacec23f97",
                           "static": false,
                           "nested": true
                         },
@@ -2581,7 +2581,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "6a40fe1d001c09eb10f75c07792a1cea",
                           "static": false,
                           "nested": true
                         },
@@ -2762,7 +2762,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "2f1861e4e0ef91b84b0c11a294b3a89a",
                           "static": false,
                           "nested": true
                         },
@@ -2957,7 +2957,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "57f50757863b0e2d463d7db106277585",
                           "static": false,
                           "nested": true
                         },
@@ -3726,7 +3726,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "662efe22ef516344764836b37cb19f9a",
                           "static": false,
                           "nested": true
                         },
@@ -3865,7 +3865,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "be01423d23b7a50197eb2f59c334554f",
                           "static": false,
                           "nested": true
                         },
@@ -4102,7 +4102,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "af82b33fe258410eab833be7a573df6b",
                           "static": false,
                           "nested": true
                         },
@@ -4339,7 +4339,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "5c26a37188d082432aca01032fb006a5",
                           "static": false,
                           "nested": true
                         },
@@ -4464,7 +4464,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "e61c1d36ae04db59ba3ecdcaa83ecb30",
                           "static": false,
                           "nested": true
                         },
@@ -4603,7 +4603,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "5d0d37d9827bdd3f0cc7a4b41af6659a",
                           "static": false,
                           "nested": true
                         },
@@ -4784,7 +4784,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "0c791ea56da5820c6e2d6344606ca20d",
                           "static": false,
                           "nested": true
                         },
@@ -4951,7 +4951,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "b9b2fcbc97a58c32fe87e6973cc71a58",
                           "static": false,
                           "nested": true
                         },
@@ -5076,7 +5076,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "e03d02cd9e4baa44c561eff1d765193a",
                           "static": false,
                           "nested": true
                         },
@@ -5311,7 +5311,7 @@
             "defaultPageSize": 22,
             "showSortable": true,
             "height": "600px",
-            "dataKey": "random_key",
+            "dataKey": "57da816168856f9223c033709cfa3616",
             "static": false
           },
           "children": [
diff --git a/tests/testthat/_snaps/testUI/015_.png b/tests/testthat/_snaps/testUI/015_.png
new file mode 100644
index 0000000..678c890
Binary files /dev/null and b/tests/testthat/_snaps/testUI/015_.png differ
diff --git a/tests/shinytest/testUI-expected/subjectByIndustry_9.json b/tests/testthat/_snaps/testUI/016.json
similarity index 99%
rename from tests/shinytest/testUI-expected/subjectByIndustry_9.json
rename to tests/testthat/_snaps/testUI/016.json
index f9a4a1d..cef88c6 100644
--- a/tests/shinytest/testUI-expected/subjectByIndustry_9.json
+++ b/tests/testthat/_snaps/testUI/016.json
@@ -1,11 +1,11 @@
 {
   "input": {
+    "YAGinput2": "1",
     "countinput2": "ethnicity",
     "crosstabs.subjectinput": "Physics and astronomy",
     "earningsbutton": "Proportions",
     "navbar": "subjectByIndustry",
-    "qualinput3": "Level 8",
-    "YAGinput2": "1"
+    "qualinput3": "First degree"
   },
   "output": {
     "crosstab": {
@@ -475,7 +475,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "16e0900c7fe80c06511430809f7b1812",
                           "static": false,
                           "nested": true
                         },
@@ -768,7 +768,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "d4dff402bcf51f4807f228778a763fc5",
                           "static": false,
                           "nested": true
                         },
@@ -1005,7 +1005,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "4ffa12348c50d1ed9ec97857de2be6c6",
                           "static": false,
                           "nested": true
                         },
@@ -1186,7 +1186,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "c8bfbb3e1c3c8110a539c6800455752c",
                           "static": false,
                           "nested": true
                         },
@@ -1801,7 +1801,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "25e88edba6a9ce0035a160e9981691c5",
                           "static": false,
                           "nested": true
                         },
@@ -2108,7 +2108,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "f90b5891d915a7ba9f473c100746a183",
                           "static": false,
                           "nested": true
                         },
@@ -2401,7 +2401,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "72ed84a65109637e3e6ac3ee75315d2e",
                           "static": false,
                           "nested": true
                         },
@@ -2554,7 +2554,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "d9ed0a1831625c04717964ad24f2829d",
                           "static": false,
                           "nested": true
                         },
@@ -2721,7 +2721,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "4682f252d25e87bfd0b2a91a7d116059",
                           "static": false,
                           "nested": true
                         },
@@ -2930,7 +2930,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "b22fadc24e840665008af7908aa97c5b",
                           "static": false,
                           "nested": true
                         },
@@ -3111,7 +3111,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "3640ba0f52766d543a582fcdc50ad52a",
                           "static": false,
                           "nested": true
                         },
@@ -3278,7 +3278,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "4cd8a40ed30dfc45a497b4cdf4f4ead6",
                           "static": false,
                           "nested": true
                         },
@@ -3473,7 +3473,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "03c7efa50938798b003320e92dae897b",
                           "static": false,
                           "nested": true
                         },
@@ -3612,7 +3612,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "25402a57426ad448c3d45f90f9a2f096",
                           "static": false,
                           "nested": true
                         },
@@ -3779,7 +3779,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "473e711b62378dc3da967b9b90719a95",
                           "static": false,
                           "nested": true
                         },
@@ -3918,7 +3918,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "1a05a4c8d88b7099ff91a91b3c7be6de",
                           "static": false,
                           "nested": true
                         },
@@ -4057,7 +4057,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "7008664a40a4ae147967876a86eb8424",
                           "static": false,
                           "nested": true
                         },
@@ -4196,7 +4196,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "e7a320546b9d660780d5b3a984d26c6b",
                           "static": false,
                           "nested": true
                         },
@@ -4321,7 +4321,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "988f8124c12aea326a0c080cf0a51e71",
                           "static": false,
                           "nested": true
                         },
@@ -4446,7 +4446,7 @@
                           ],
                           "defaultPageSize": 300,
                           "outlined": true,
-                          "dataKey": "random_key",
+                          "dataKey": "1016dff41ec022db6be2a5fb36168b60",
                           "static": false,
                           "nested": true
                         },
@@ -4681,7 +4681,7 @@
             "defaultPageSize": 22,
             "showSortable": true,
             "height": "600px",
-            "dataKey": "random_key",
+            "dataKey": "65fc21f12f466bf3956f349f04e0b0e5",
             "static": false
           },
           "children": [
diff --git a/tests/testthat/_snaps/testUI/016_.png b/tests/testthat/_snaps/testUI/016_.png
new file mode 100644
index 0000000..ad5e953
Binary files /dev/null and b/tests/testthat/_snaps/testUI/016_.png differ
diff --git a/tests/shinytest/testUI-expected/regional_0.json b/tests/testthat/_snaps/testUI/017.json
similarity index 96%
rename from tests/shinytest/testUI-expected/regional_0.json
rename to tests/testthat/_snaps/testUI/017.json
index 2a5f458..a117752 100644
--- a/tests/shinytest/testUI-expected/regional_0.json
+++ b/tests/testthat/_snaps/testUI/017.json
@@ -1,10 +1,10 @@
 {
   "input": {
+    "YAGinput": "5",
     "navbar": "regional",
     "qualinput2": "First degree",
     "regions.subjectinput": "All",
-    "sectionnameinput": "Education",
-    "YAGinput": "5"
+    "sectionnameinput": "Education"
   },
   "output": {
     "map_title": "<h4> Map to show the  number of graduates of all subjects now working in Education  who\n                       studied in each region five years  after\n                          graduation, male and female first degree graduates from English HE providers,\n                             2020/21  tax year.<\/h4>",
diff --git a/tests/testthat/_snaps/testUI/017_.png b/tests/testthat/_snaps/testUI/017_.png
new file mode 100644
index 0000000..d2aedcd
Binary files /dev/null and b/tests/testthat/_snaps/testUI/017_.png differ
diff --git a/tests/shinytest/testUI-expected/regional_1.json b/tests/testthat/_snaps/testUI/018.json
similarity index 96%
rename from tests/shinytest/testUI-expected/regional_1.json
rename to tests/testthat/_snaps/testUI/018.json
index 2a5f458..a117752 100644
--- a/tests/shinytest/testUI-expected/regional_1.json
+++ b/tests/testthat/_snaps/testUI/018.json
@@ -1,10 +1,10 @@
 {
   "input": {
+    "YAGinput": "5",
     "navbar": "regional",
     "qualinput2": "First degree",
     "regions.subjectinput": "All",
-    "sectionnameinput": "Education",
-    "YAGinput": "5"
+    "sectionnameinput": "Education"
   },
   "output": {
     "map_title": "<h4> Map to show the  number of graduates of all subjects now working in Education  who\n                       studied in each region five years  after\n                          graduation, male and female first degree graduates from English HE providers,\n                             2020/21  tax year.<\/h4>",
diff --git a/tests/testthat/_snaps/testUI/018_.png b/tests/testthat/_snaps/testUI/018_.png
new file mode 100644
index 0000000..e5dcf05
Binary files /dev/null and b/tests/testthat/_snaps/testUI/018_.png differ
diff --git a/tests/shinytest/testUI-expected/regional_2.json b/tests/testthat/_snaps/testUI/019.json
similarity index 96%
rename from tests/shinytest/testUI-expected/regional_2.json
rename to tests/testthat/_snaps/testUI/019.json
index 2a5f458..a117752 100644
--- a/tests/shinytest/testUI-expected/regional_2.json
+++ b/tests/testthat/_snaps/testUI/019.json
@@ -1,10 +1,10 @@
 {
   "input": {
+    "YAGinput": "5",
     "navbar": "regional",
     "qualinput2": "First degree",
     "regions.subjectinput": "All",
-    "sectionnameinput": "Education",
-    "YAGinput": "5"
+    "sectionnameinput": "Education"
   },
   "output": {
     "map_title": "<h4> Map to show the  number of graduates of all subjects now working in Education  who\n                       studied in each region five years  after\n                          graduation, male and female first degree graduates from English HE providers,\n                             2020/21  tax year.<\/h4>",
diff --git a/tests/testthat/_snaps/testUI/019_.png b/tests/testthat/_snaps/testUI/019_.png
new file mode 100644
index 0000000..5926b39
Binary files /dev/null and b/tests/testthat/_snaps/testUI/019_.png differ
diff --git a/tests/shinytest/testUI-expected/regional_3.json b/tests/testthat/_snaps/testUI/020.json
similarity index 96%
rename from tests/shinytest/testUI-expected/regional_3.json
rename to tests/testthat/_snaps/testUI/020.json
index 2a5f458..a117752 100644
--- a/tests/shinytest/testUI-expected/regional_3.json
+++ b/tests/testthat/_snaps/testUI/020.json
@@ -1,10 +1,10 @@
 {
   "input": {
+    "YAGinput": "5",
     "navbar": "regional",
     "qualinput2": "First degree",
     "regions.subjectinput": "All",
-    "sectionnameinput": "Education",
-    "YAGinput": "5"
+    "sectionnameinput": "Education"
   },
   "output": {
     "map_title": "<h4> Map to show the  number of graduates of all subjects now working in Education  who\n                       studied in each region five years  after\n                          graduation, male and female first degree graduates from English HE providers,\n                             2020/21  tax year.<\/h4>",
diff --git a/tests/testthat/_snaps/testUI/020_.png b/tests/testthat/_snaps/testUI/020_.png
new file mode 100644
index 0000000..3a8340b
Binary files /dev/null and b/tests/testthat/_snaps/testUI/020_.png differ
diff --git a/tests/shinytest/testUI-expected/regional_4.json b/tests/testthat/_snaps/testUI/021.json
similarity index 96%
rename from tests/shinytest/testUI-expected/regional_4.json
rename to tests/testthat/_snaps/testUI/021.json
index 4aa65a1..a19ad2e 100644
--- a/tests/shinytest/testUI-expected/regional_4.json
+++ b/tests/testthat/_snaps/testUI/021.json
@@ -1,10 +1,10 @@
 {
   "input": {
+    "YAGinput": "5",
     "navbar": "regional",
     "qualinput2": "First degree",
     "regions.subjectinput": "Medicine and dentistry",
-    "sectionnameinput": "Education",
-    "YAGinput": "5"
+    "sectionnameinput": "Education"
   },
   "output": {
     "map_title": "<h4> Map to show the  number of graduates of Medicine and dentistry now working in Education  who\n                       studied in each region five years  after\n                          graduation, male and female first degree graduates from English HE providers,\n                             2020/21  tax year.<\/h4>",
diff --git a/tests/testthat/_snaps/testUI/021_.png b/tests/testthat/_snaps/testUI/021_.png
new file mode 100644
index 0000000..2839ee7
Binary files /dev/null and b/tests/testthat/_snaps/testUI/021_.png differ
diff --git a/tests/shinytest/testUI-expected/regional_5.json b/tests/testthat/_snaps/testUI/022.json
similarity index 96%
rename from tests/shinytest/testUI-expected/regional_5.json
rename to tests/testthat/_snaps/testUI/022.json
index 61f19ad..d88ab54 100644
--- a/tests/shinytest/testUI-expected/regional_5.json
+++ b/tests/testthat/_snaps/testUI/022.json
@@ -1,10 +1,10 @@
 {
   "input": {
+    "YAGinput": "5",
     "navbar": "regional",
     "qualinput2": "First degree",
     "regions.subjectinput": "Medicine and dentistry",
-    "sectionnameinput": "Education",
-    "YAGinput": "5"
+    "sectionnameinput": "Education"
   },
   "output": {
     "map_title": "<h4> Map to show the  number of graduates of Medicine and dentistry now working in Education  who\n                       are currently living in each region five years  after\n                          graduation, male and female first degree graduates from English HE providers,\n                             2020/21  tax year.<\/h4>",
diff --git a/tests/testthat/_snaps/testUI/022_.png b/tests/testthat/_snaps/testUI/022_.png
new file mode 100644
index 0000000..9b1fcab
Binary files /dev/null and b/tests/testthat/_snaps/testUI/022_.png differ
diff --git a/tests/shinytest/testUI-expected/regional_6.json b/tests/testthat/_snaps/testUI/023.json
similarity index 96%
rename from tests/shinytest/testUI-expected/regional_6.json
rename to tests/testthat/_snaps/testUI/023.json
index 412b8c9..5e38095 100644
--- a/tests/shinytest/testUI-expected/regional_6.json
+++ b/tests/testthat/_snaps/testUI/023.json
@@ -1,10 +1,10 @@
 {
   "input": {
+    "YAGinput": "3",
     "navbar": "regional",
     "qualinput2": "First degree",
     "regions.subjectinput": "All",
-    "sectionnameinput": "Education",
-    "YAGinput": "3"
+    "sectionnameinput": "Education"
   },
   "output": {
     "map_title": "<h4> Map to show the  number of graduates of all subjects now working in Education  who\n                       are currently living in each region three years  after\n                          graduation, male and female first degree graduates from English HE providers,\n                             2020/21  tax year.<\/h4>",
diff --git a/tests/testthat/_snaps/testUI/023_.png b/tests/testthat/_snaps/testUI/023_.png
new file mode 100644
index 0000000..e463224
Binary files /dev/null and b/tests/testthat/_snaps/testUI/023_.png differ
diff --git a/tests/testthat/setup-shinytest2.R b/tests/testthat/setup-shinytest2.R
new file mode 100644
index 0000000..be65b4f
--- /dev/null
+++ b/tests/testthat/setup-shinytest2.R
@@ -0,0 +1,2 @@
+# Load application support files into testing environment
+shinytest2::load_app_env()
diff --git a/tests/testthat/test-testUI.R b/tests/testthat/test-testUI.R
new file mode 100644
index 0000000..4d75525
--- /dev/null
+++ b/tests/testthat/test-testUI.R
@@ -0,0 +1,110 @@
+library(shinytest2)
+
+test_that("Migrated shinytest test: testUI.R", {
+  # Run the shiny tests.
+  # Should really set this up to loop over arrays of inputs in order to run
+  # through the shiny tests.
+  app <- AppDriver$new(load_timeout = 160000, seed = 2011)
+
+
+  # Industry flow tab ===========================================================
+
+  industryFlow_input <- c("navbar", "qualinput", "sexinput", "indflow.subjectinput")
+  industryFlow_output <- c(
+    "sankey", "sankey_title", "sankeyhelp", "sankeysubjectlist",
+    "sankeytext1", "sankeytext2"
+  )
+
+  app$set_inputs(navbar = "industryFlow", timeout_ = 10000)
+  app$expect_values(input = industryFlow_input, output = industryFlow_output)
+  app$set_inputs(qualinput = "Level 7 (taught)", timeout_ = 40000)
+  app$expect_values(input = industryFlow_input, output = industryFlow_output)
+  app$set_inputs(qualinput = "Level 7 (research)", timeout_ = 40000)
+  app$expect_values(input = industryFlow_input, output = industryFlow_output)
+  app$set_inputs(qualinput = "Level 8", timeout_ = 40000)
+  app$expect_values(input = industryFlow_input, output = industryFlow_output)
+  app$set_inputs(sexinput = "F", timeout_ = 40000)
+  app$expect_values(input = industryFlow_input, output = industryFlow_output)
+  app$set_inputs(sexinput = "M", timeout_ = 40000)
+  app$expect_values(input = industryFlow_input, output = industryFlow_output)
+
+  # Subject by industry tab =====================================================
+
+  subjectByIndustry_input <- c(
+    "navbar", "countinput2", "YAGinput2", "crosstabs.subjectinput", "earningsbutton", "qualinput3"
+  )
+
+  # Note that I've excluded the crosstab_backwards tabulated output here as it
+  # has a datakey that changes across different runs.
+  subjectByIndustry_output <- c("crosstab_title", "crosstab", "crosstab_text")
+
+  app$set_inputs(navbar = "subjectByIndustry", timeout_ = 20000)
+  app$expect_values(input = subjectByIndustry_input, output = subjectByIndustry_output)
+
+  app$set_inputs(earningsbutton = "Median earnings", wait_ = FALSE)
+  app$expect_values(input = subjectByIndustry_input, output = subjectByIndustry_output)
+
+
+  app$set_inputs(qualinput3 = "Level 8", wait_ = FALSE)
+  app$expect_values(input = subjectByIndustry_input, output = subjectByIndustry_output)
+
+  app$set_inputs(crosstabs.subjectinput = "Allied health", wait_ = FALSE)
+  app$expect_values(input = subjectByIndustry_input, output = subjectByIndustry_output)
+
+
+  app$set_inputs(countinput2 = "ethnicity", timeout_ = 10000)
+  app$expect_values(input = subjectByIndustry_input, output = subjectByIndustry_output)
+
+  app$set_inputs(YAGinput2 = "5", wait_ = FALSE)
+  app$expect_values(input = subjectByIndustry_input, output = subjectByIndustry_output)
+
+  app$set_inputs(YAGinput2 = "1", wait_ = FALSE)
+  app$expect_values(input = subjectByIndustry_input, output = subjectByIndustry_output)
+
+  app$set_inputs(crosstabs.subjectinput = "English studies", wait_ = FALSE)
+  app$expect_values(input = subjectByIndustry_input, output = subjectByIndustry_output)
+
+  app$set_inputs(earningsbutton = "Proportions", wait_ = FALSE)
+  app$expect_values(input = subjectByIndustry_input, output = subjectByIndustry_output)
+
+  app$set_inputs(
+    crosstabs.subjectinput = "Physics and astronomy",
+    wait_ = FALSE
+  )
+  app$expect_values(input = subjectByIndustry_input, output = subjectByIndustry_output)
+
+
+  # Regional tab ================================================================
+
+  # Run tests for regional tab - note: excluding the map output as it makes the
+  # json files massive.
+  regional_input <- c(
+    "navbar", "regions.subjectinput", "YAGinput", "qualinput2",
+    "sectionnameinput"
+  )
+  regional_output <- c("map_title", "mapsubjectlist", "maptext", "maptext2")
+
+  app$set_inputs(navbar = "regional", timeout_ = 10000)
+  app$expect_values(input = regional_input, output = regional_output)
+  app$set_inputs(
+    regioninput = c("London", "North East", "West Midlands"),
+    timeout_ = 20000
+  )
+  app$expect_values(input = regional_input, output = regional_output)
+  app$set_inputs(qualinput2 = "Level 7 (research)")
+  app$expect_values(input = regional_input, output = regional_output)
+  app$set_inputs(sectionnameinput = "TRANSPORTATION AND STORAGE")
+  app$expect_values(input = regional_input, output = regional_output)
+  app$set_inputs(regions.subjectinput = "Medicine and dentistry")
+  app$expect_values(input = regional_input, output = regional_output)
+  app$set_inputs(sectionnameinput = "EDUCATION", countinput = "living_in_region")
+  app$expect_values(input = regional_input, output = regional_output)
+
+  # Note: for the following test, when YAG input is changed, subjectinput2
+  # automatically reverts to the default. Don't know if this is the required
+  # behaviour, but as it stands (on my laptop at least), the map title reverts to
+  # "all subjects", rather than keeping "Medicine and dentistry" from the prior
+  # tests above. This is both in shinytest and running the App in the browser.
+  app$set_inputs(YAGinput = "3", timeout_ = 30000)
+  app$expect_values(input = regional_input, output = regional_output)
+})