diff --git a/package-lock.json b/package-lock.json
index be8c1ff8..21a7e8f6 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -13,9 +13,10 @@
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-        "@onsvisual/svelte-components": "^1.0.30",
+        "@onsvisual/svelte-components": "^1.0.31",
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         "@sveltejs/adapter-netlify": "^5.2.4",
         "@sveltejs/adapter-node": "^5.3.3",
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@@ -34,7 +35,7 @@
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         "svelte": "^5.0.0",
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         "temporal-polyfill": "^0.3.0",
         "throttleit": "^2.1.0",
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@@ -49,20 +50,6 @@
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-      "dev": true,
-      "license": "Apache-2.0",
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@@ -88,9 +75,9 @@
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-      "resolved": "https://registry.npmjs.org/@esbuild/aix-ppc64/-/aix-ppc64-0.25.10.tgz",
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+      "resolved": "https://registry.npmjs.org/@esbuild/aix-ppc64/-/aix-ppc64-0.25.12.tgz",
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@@ -105,9 +92,9 @@
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-      "integrity": "sha512-dQAxF1dW1C3zpeCDc5KqIYuZ1tgAdRXNoZP7vkBIRtKZPYe2xVr/d3SkirklCHudW1B45tGiUlz2pUWDfbDD4w==",
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+      "resolved": "https://registry.npmjs.org/@esbuild/android-arm/-/android-arm-0.25.12.tgz",
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@@ -122,9 +109,9 @@
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@@ -139,9 +126,9 @@
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+      "resolved": "https://registry.npmjs.org/@esbuild/android-x64/-/android-x64-0.25.12.tgz",
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@@ -156,9 +143,9 @@
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@@ -173,9 +160,9 @@
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-      "resolved": "https://registry.npmjs.org/@esbuild/darwin-x64/-/darwin-x64-0.21.5.tgz",
-      "integrity": "sha512-se/JjF8NlmKVG4kNIuyWMV/22ZaerB+qaSi5MdrXtd6R08kvs2qCN4C09miupktDitvh8jRFflwGFBQcxZRjbw==",
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+      "resolved": "https://registry.npmjs.org/@esbuild/darwin-x64/-/darwin-x64-0.25.12.tgz",
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@@ -186,13 +173,13 @@
         "darwin"
       ],
       "engines": {
-        "node": ">=12"
+        "node": ">=18"
       }
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     "node_modules/@esbuild/freebsd-arm64": {
-      "version": "0.25.10",
-      "resolved": "https://registry.npmjs.org/@esbuild/freebsd-arm64/-/freebsd-arm64-0.25.10.tgz",
-      "integrity": "sha512-3ZioSQSg1HT2N05YxeJWYR+Libe3bREVSdWhEEgExWaDtyFbbXWb49QgPvFH8u03vUPX10JhJPcz7s9t9+boWg==",
+      "version": "0.25.12",
+      "resolved": "https://registry.npmjs.org/@esbuild/freebsd-arm64/-/freebsd-arm64-0.25.12.tgz",
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         "arm64"
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@@ -207,9 +194,9 @@
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     "node_modules/@esbuild/freebsd-x64": {
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-      "resolved": "https://registry.npmjs.org/@esbuild/freebsd-x64/-/freebsd-x64-0.25.10.tgz",
-      "integrity": "sha512-LLgJfHJk014Aa4anGDbh8bmI5Lk+QidDmGzuC2D+vP7mv/GeSN+H39zOf7pN5N8p059FcOfs2bVlrRr4SK9WxA==",
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+      "resolved": "https://registry.npmjs.org/@esbuild/freebsd-x64/-/freebsd-x64-0.25.12.tgz",
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@@ -224,9 +211,9 @@
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+      "resolved": "https://registry.npmjs.org/@esbuild/linux-arm/-/linux-arm-0.25.12.tgz",
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@@ -241,9 +228,9 @@
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@@ -258,9 +245,9 @@
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+      "resolved": "https://registry.npmjs.org/@esbuild/linux-ia32/-/linux-ia32-0.25.12.tgz",
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@@ -275,9 +262,9 @@
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+      "resolved": "https://registry.npmjs.org/@esbuild/linux-loong64/-/linux-loong64-0.25.12.tgz",
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@@ -292,9 +279,9 @@
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     "node_modules/@esbuild/linux-mips64el": {
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+      "resolved": "https://registry.npmjs.org/@esbuild/linux-mips64el/-/linux-mips64el-0.25.12.tgz",
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@@ -309,9 +296,9 @@
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@@ -326,9 +313,9 @@
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@@ -343,9 +330,9 @@
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+      "resolved": "https://registry.npmjs.org/@esbuild/linux-s390x/-/linux-s390x-0.25.12.tgz",
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@@ -360,9 +347,9 @@
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@@ -377,9 +364,9 @@
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@@ -394,9 +381,9 @@
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@@ -411,9 +398,9 @@
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@@ -445,9 +432,9 @@
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@@ -462,9 +449,9 @@
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@@ -479,9 +466,9 @@
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       "version": "2.0.2",
       "resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz",
diff --git a/package.json b/package.json
index 93e0d64e..05f688c9 100644
--- a/package.json
+++ b/package.json
@@ -21,9 +21,10 @@
   "license": "MIT",
   "devDependencies": {
     "@mapbox/tilebelt": "^2.0.2",
-    "@onsvisual/robo-utils": "^0.3.7",
+    "@onsvisual/robo-utils": "^0.3.9",
     "@onsvisual/svelte-charts": "^0.4.11",
-    "@onsvisual/svelte-components": "^1.0.30",
+    "@onsvisual/svelte-components": "^1.0.31",
+    "@onsvisual/svelte-maps": "^1.2.25",
     "@sveltejs/adapter-netlify": "^5.2.4",
     "@sveltejs/adapter-node": "^5.3.3",
     "@sveltejs/kit": "^2.46.5",
@@ -42,7 +43,7 @@
     "prettier-plugin-svelte": "^3.2.6",
     "svelte": "^5.0.0",
     "svelte-check": "^4.3.4",
-    "svelteplot": "^0.3.7",
+    "svelteplot": "^0.7.0",
     "temporal-polyfill": "^0.3.0",
     "throttleit": "^2.1.0",
     "topojson-client": "^3.1.0",
diff --git a/scripts/generate-data.ts b/scripts/generate-data.ts
index 75c2c186..b8d7b5c2 100644
--- a/scripts/generate-data.ts
+++ b/scripts/generate-data.ts
@@ -111,7 +111,7 @@ function indicatorToCube(indicator, t, meta_data, tableSchema, dataset_name) {
             source: meta_data.metadata.source,
             slug: manifest_metadata_indicator[0].slug,
             ...restOfMetadata,
-            experimentalStatistic: meta_data.experimentalStatistic,
+            experimentalStatistic: meta_data.metadata.experimentalStatistic,
             geography: meta_data.metadata.geography
         }
     }
@@ -316,9 +316,26 @@ const indicators = [];
 for (const file of file_paths) {
     indicators.push(...processFile(file,excluded_indicators));
 }
-cube.link.item = indicator_slugs.map(slug => indicators.find(ind => ind.extension.slug === slug))
+// Sort indicators to match order in manifest (ie. taxonomy order)
+cube.link.item = indicator_slugs.map(slug => indicators.find(ind => ind.extension.slug === slug));
 
-// console.log(cube.link.item)
 const output = "./src/lib/data/json-stat.json";
 writeFileSync(output, JSON.stringify(cube));
-console.log(`Wrote ${output}.`)
\ No newline at end of file
+console.log(`Wrote ${output}.`)
+
+// Generate JSON file with summary stats/data
+const summaryData = {
+    count: cube.link.item.length,
+    topics: Array.from(new Set(cube.link.item.map(ds => ds.extension.topic)))
+        .map(t => ({slug: t.replaceAll(" ", "-"), label: t[0].toUpperCase() + t.slice(1)})),
+    years: Array.from(
+        new Set(cube.link.item.map(ds => 
+            Object.keys(ds.dimension.period.category.index).map(val => +val.slice(0, 4))
+        ).flat())).sort((a, b) => a - b),
+    geoYears: Array.from(new Set(cube.link.item.map(ds => ds.extension.geography.year)))
+        .sort((a, b) => a - b)
+};
+
+const summaryOutput = "./src/lib/data/json-stat-summary.json";
+writeFileSync(summaryOutput, JSON.stringify(summaryData));
+console.log(`Wrote ${summaryOutput}.`);
diff --git a/src/lib/api/data/filterCollection.js b/src/lib/api/data/filterCollection.js
index 55d82d7b..12fac4e8 100644
--- a/src/lib/api/data/filterCollection.js
+++ b/src/lib/api/data/filterCollection.js
@@ -66,8 +66,8 @@ export default async function filterCollection(params = {}) {
   }
 
   // Create filters for standard dimensions
-  if (params.geo !== "all")
-    filters.areacd = makeGeoFilter(params.geo, params.geoExtent);
+  if (params.geo !== "all" || params.geoCluster !== "all")
+    filters.areacd = makeGeoFilter(params.geo, params.geoExtent, params.geoCluster);
   if (params.time !== "all") {
     if (
       [params.time]
diff --git a/src/lib/api/data/helpers/dataFilters.js b/src/lib/api/data/helpers/dataFilters.js
index 79ea5e00..e9321a4d 100644
--- a/src/lib/api/data/helpers/dataFilters.js
+++ b/src/lib/api/data/helpers/dataFilters.js
@@ -3,6 +3,9 @@ import { geoLevels } from "$lib/config/geo-levels.js";
 import getChildAreas from "$lib/api/geo/getChildAreas.js";
 import hasObservation from "./hasObservation.js";
 import { isValidMonth, isValidYear } from "$lib/api/utils.js";
+import readData from "$lib/data";
+
+const areasClusters = await readData("areas-clusters");
 
 export function ascending(a, b) {
   return a == null || b == null ? NaN : a < b ? -1 : a > b ? 1 : a >= b ? 0 : NaN;
@@ -13,12 +16,12 @@ export function makeFilter(param) {
   return d => set.has(d[0]);
 }
 
-export function makeGeoFilter(geo, geoExtent) {
+export function makeGeoFilter(geo, geoExtent, geoCluster) {
   const codes = new Set();
   const types = new Set();
   for (const g of [geo].flat()) {
     // if (g.match(/^[EKNSW]\d{2}$/)) types.add(g);
-    if (geoLevels[g]) {
+    if (geoLevels[g] && geoCluster === "all") {
 			if (geoExtent.match(/^[EKNSW]\d{8}$/)) {
 				const children = getChildAreas({code: geoExtent, geoLevel: g, includeNames: false});
 				for (const child of children) codes.add(child);
@@ -28,6 +31,13 @@ export function makeGeoFilter(geo, geoExtent) {
     }
     else if (g.match(/^[EKNSW]\d{8}$/) && !types.has(g.slice(0, 3))) codes.add(g);
   }
+	if (geoCluster) {
+		const [grouping, cluster] = geoCluster.split("_");
+		const cds = areasClusters.clusters?.[grouping]?.[cluster];
+		if (Array.isArray(cds)) {
+			for (const cd of cds) codes.add(cd);
+		}
+	}
   return codes.size > 0 && types.size > 0 ? d => codes.has(d[0]) || types.has(d[0].slice(0, 3)) :
     types.size > 0 ? d => types.has(d[0].slice(0, 3)) :
     codes.size > 0 ? d => codes.has(d[0]) :
@@ -56,11 +66,13 @@ export function getTime(values, params = {}) {
 
 	const periods = values.map(v => ({value: v, period: periodToDateRange(v[0])}));
 	const nearest = params.nearest || "none";
-	const isRange = periods[0].period.length > 1;
-	const date = isRange || params.time.length === 10 ? toPlainDate(params.time, true) : [toPlainDate(params.time, false), toPlainDate(params.time, true)];
+	const periodIsRange = periods[0].period.length > 1; // Time periods have a duration component
+	const dateIsExact = params.time.length === 10; // Requested date is to nearest day
+	const date = periodIsRange || dateIsExact ? toPlainDate(params.time, true) : [toPlainDate(params.time, false), toPlainDate(params.time, true)];
 
 	let match;
-	if (isRange) match = periods.findLast(p => Temporal.PlainDate.compare(date, p.period[0]) !== -1 && Temporal.PlainDate.compare(date, p.period[1]) !== 1);
+	if (periodIsRange) match = periods.findLast(p => Temporal.PlainDate.compare(date, p.period[0]) !== -1 && Temporal.PlainDate.compare(date, p.period[1]) !== 1);
+	else if (dateIsExact) match = periods.findLast(p => Temporal.PlainDate.compare(date, p.period[0]) === 0);
 	else match = periods.findLast(p => Temporal.PlainDate.compare(p.period[0], date[0]) !== -1 && Temporal.PlainDate.compare(p.period[0], date[1]) !== 1);
 	if (match) return [match.value];
 
diff --git a/src/lib/api/metadata/getIndicators.js b/src/lib/api/metadata/getIndicators.js
index acbc2141..84a8ad89 100644
--- a/src/lib/api/metadata/getIndicators.js
+++ b/src/lib/api/metadata/getIndicators.js
@@ -15,11 +15,27 @@ function formatMetadata(ds, minimalMetadata = false, fullDims = false) {
       description: ds.extension.subtitle,
     };
 
-  const metadata = { label: ds.label, ...ds.extension, updated: ds.updated, caveats: ds.note };
-  metadata.dimensions = Object.fromEntries(ds.id.map((key, i) => [key, {...formatDimension(ds, key, fullDims), order: i}]));
+  const metadata = {
+    label: ds.label,
+    ...ds.extension,
+    updated: ds.updated,
+    caveats: ds.note,
+  };
+  metadata.dimensions = Object.fromEntries(
+    ds.id.map((key, i) => [
+      key,
+      { ...formatDimension(ds, key, fullDims), order: i },
+    ])
+  );
   return metadata;
 }
 
+function arrayToLookup(metadata) {
+  const lookup = {};
+  for (const ds of metadata) lookup[ds.slug] = ds;
+  return lookup;
+}
+
 export default function getIndicators(params = {}) {
   const filter = makeDatasetFilter(
     params.indicator,
@@ -32,9 +48,11 @@ export default function getIndicators(params = {}) {
 
   const metadata = rawMetadata.link.item
     .filter(filter)
-    .map((ds) =>
-      formatMetadata(ds, params.minimalMetadata, params.fullDims)
-    );
+    .map((ds) => formatMetadata(ds, params.minimalMetadata, params.fullDims));
 
-  return params.singleIndicator ? metadata[0] : metadata;
+  return params.singleIndicator
+    ? metadata[0]
+    : params.asLookup
+      ? arrayToLookup(metadata)
+      : metadata;
 }
diff --git a/src/lib/api/metadata/getTaxonomy.js b/src/lib/api/metadata/getTaxonomy.js
index a48c3c0e..34ea60f9 100644
--- a/src/lib/api/metadata/getTaxonomy.js
+++ b/src/lib/api/metadata/getTaxonomy.js
@@ -1,10 +1,11 @@
 import getIndicators from "./getIndicators.js";
-import { capitalise } from "$lib/utils.js";
+import summaryData from "$lib/data/json-stat-summary.json";
+import { capitalise } from "$lib/utils.ts";
 
 function makeItem(slug, label = null, description = null) {
-  const item = {label: label || capitalise(slug), slug};
-  if (description) return {...item, description};
-  return {...item, children: {}};
+  const item = { label: label || capitalise(slug), slug };
+  if (description) return { ...item, description };
+  return { ...item, children: {} };
 }
 
 function nestTaxonomy(taxonomy) {
@@ -18,7 +19,8 @@ function nestTaxonomy(taxonomy) {
     } else {
       if (!topicsIndex[ind.topic].children[ind.subTopic])
         topicsIndex[ind.topic].children[ind.subTopic] = makeItem(ind.subTopic);
-      topicsIndex[ind.topic].children[ind.subTopic].children[ind.slug] = indicator;
+      topicsIndex[ind.topic].children[ind.subTopic].children[ind.slug] =
+        indicator;
     }
   }
 
@@ -26,13 +28,16 @@ function nestTaxonomy(taxonomy) {
   for (const topic of topics) {
     topic.children = Object.values(topic.children);
     if (topic.children[0].children) {
-      for (const subTopic of topic.children) subTopic.children = Object.values(subTopic.children);
+      for (const subTopic of topic.children)
+        subTopic.children = Object.values(subTopic.children);
     }
   }
   return topics;
 }
 
 export default function getTaxonomy(params = {}) {
-  const taxonomy = getIndicators({...params, minimalMetadata: true});
-  return params.flat ? taxonomy : nestTaxonomy(taxonomy);
+  const taxonomy = getIndicators({ ...params, minimalMetadata: true });
+  const meta = { count: taxonomy.length, total: summaryData.count };
+  const data = params.flat ? taxonomy : nestTaxonomy(taxonomy);
+  return { meta, data };
 }
diff --git a/src/lib/components/modals/AreasModal.svelte b/src/lib/components/modals/AreasModal.svelte
index f821e0dd..d2ffab5b 100644
--- a/src/lib/components/modals/AreasModal.svelte
+++ b/src/lib/components/modals/AreasModal.svelte
@@ -6,6 +6,7 @@
   import { ONSpalette } from "$lib/config.js";
 
   let pageState = getContext("pageState");
+  let mode = $derived(page.params?.code?.match(/^[EKNSW]{1}\d{8}$/) ? "area" : "indicator");
 
   function addArea(area) {
     if (!pageState.selectedAreas.find(d => d.areacd === area.areacd)) pageState.selectedAreas.push(area);
@@ -16,15 +17,20 @@
   }
 </script>
 
-<Modal title="Select areas" label="Change areas">
-  <Dropdown id="geo-level-select" label="Geography type" options={page.data.geoLevels} bind:value={pageState.selectedGeoLevel}/>
+<Modal title="Select areas" label="Change areas" icon="pin">
+  {#if mode === "indicator"}
+    <Dropdown id="geo-level-select" label="Geography type" options={page.data.geoLevels} bind:value={pageState.selectedGeoLevel}/>
+  {/if}
+  {#if mode === "area"}
+    <Dropdown id="geo-related-select" label="Geography group" options={page.data.geoGroups} bind:value={pageState.selectedGeoGroup}/>
+  {/if}
   <div class="select-container">
-    <Select id="area-select" label="Individual areas" placeholder="Choose one or more" options={page.data.areas} labelKey="areanm" on:change={(e) => addArea(e.detail)} autoClear/>
+    <Select id="area-select" label={mode === "area" ? "Comparison areas" : "Individual areas"} placeholder="Choose one or more" options={page.data.areas} labelKey="areanm" on:change={(e) => addArea(e.detail)} autoClear/>
   </div>
   {#each pageState.selectedAreas as area, i}
     <Button
       icon="cross"
-      color={ONSpalette[i] || "darkgrey"}
+      color={(mode === "area" ? ONSpalette[i + 1] : ONSpalette[i]) || "darkgrey"}
       small
       on:click={() => removeArea(area)}>{area.areanm}</Button>
   {/each}
@@ -38,6 +44,7 @@
     margin: .5em .5em 0 0;
   }
   .select-container {
+    margin-top: 1em;
     width: 22.5rem;
     max-width: 100%;
   }
diff --git a/src/lib/components/modals/Modal.svelte b/src/lib/components/modals/Modal.svelte
index 9672ac3b..d56f50d2 100644
--- a/src/lib/components/modals/Modal.svelte
+++ b/src/lib/components/modals/Modal.svelte
@@ -1,13 +1,13 @@
 <script>
   import { Button } from "@onsvisual/svelte-components";
 
-  let { title, label, children } = $props();
+  let { title, label, icon = null, children } = $props();
 
   let id = $derived(title.toLowerCase().replaceAll(" ", "-"));
   let dialog = $state();
 </script>
 
-<Button variant="secondary" small on:click={() => dialog.showModal()}>{label}</Button>
+<Button variant="secondary" {icon} small on:click={() => dialog.showModal()}>{label}</Button>
 
 <dialog aria-labelledby="{id}" bind:this={dialog}>
   <h1 id="{id}" tabindex="-1">{title}</h1>
diff --git a/src/lib/components/modals/OptionsModal.svelte b/src/lib/components/modals/OptionsModal.svelte
index 6cb18593..973d180d 100644
--- a/src/lib/components/modals/OptionsModal.svelte
+++ b/src/lib/components/modals/OptionsModal.svelte
@@ -7,10 +7,10 @@
 
   let pageState = getContext("pageState");
 
-  let formatTick = $derived(pageState.formatPeriod());
+  let formatTick = $derived(pageState?.formatPeriod?.() || ((d) => d));
 </script>
 
-<Modal title="Chart options" label="Chart options">
+<Modal title="Chart options" label="Chart options" icon="cog">
   <RangeSlider
     label="Selected time range"
     options={page.data.periods}
diff --git a/src/lib/data/json-stat-summary.json b/src/lib/data/json-stat-summary.json
new file mode 100644
index 00000000..275825d8
--- /dev/null
+++ b/src/lib/data/json-stat-summary.json
@@ -0,0 +1 @@
+{"count":91,"topics":[{"slug":"population","label":"Population"},{"slug":"economy","label":"Economy"},{"slug":"housing","label":"Housing"},{"slug":"education-and-skills","label":"Education and skills"},{"slug":"health-and-wellbeing","label":"Health and wellbeing"},{"slug":"environment","label":"Environment"},{"slug":"connectivity","label":"Connectivity"},{"slug":"crime","label":"Crime"}],"years":[1991,1992,1993,1994,1995,1996,1997,1998,1999,2000,2001,2002,2003,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020,2021,2022,2023,2024,2025],"geoYears":[2017,2018,2019,2020,2022,2023,2024,2025]}
\ No newline at end of file
diff --git a/src/lib/data/json-stat.json b/src/lib/data/json-stat.json
index 9ee64311..90f7d70e 100644
--- a/src/lib/data/json-stat.json
+++ b/src/lib/data/json-stat.json
@@ -1 +1 @@
-{"version":"2.0","class":"collection","label":"ELS datasets","updated":"2025-11-10","link":{"item":[{"version":"2.0","class":"dataset","label":"Total population","note":["Population estimates in Explore Local Statistics (ELS) are informed by those available on Nomis at the time of publication on ELS.\n\nFor Northern Ireland, estimates for mid-2024 are not yet available on Nomis but are planned for publication in October 2025. For Scotland, Nomis does not yet include estimates for mid-2024 or reflect revisions for mid-2023 published in August 2025. These are also planned for publication on Nomis in October 2025 and will be updated in ELS in November 2025."],"source":"Office for National Statistics","updated":"2025-07-30","extension":{"topic":"population","subTopic":"population","description":"This indicator shows the mid-year estimate of the total population, in the United Kingdom, for 1991 to 2024.","source":[{"name":"Office for National Statistics","href":"https://www.nomisweb.co.uk/datasets/pestsyoala","date":"2025-07-30"}],"slug":"population-count","code":"Population count","dataset":"population-indicators","prefix":null,"suffix":null,"subText":"people","decimalPlaces":0,"standardised":false,"subtitle":"Mid-year estimate of the total number of people","isMultivariate":false,"confidenceIntervals":false,"canBeNegative":false,"zeroBaseline":true,"frequency":"annual","periodFormat":"year","measure":"Observations","unit":"Persons","geography":{"countries":["E","N","S","W"],"levels":["uk","ctry","rgn","cauth","utla","ltla"],"types":["E06","E07","E08","E09","E10","E12","E47","E92","K02","K03","K04","N09","N92","S12","S92","W06","W92"],"year":2024,"initialLevel":"ltla"}},"id":["areacd","period","age","sex","measure"],"size":[413,34,1,1,1],"role":{"geo":["areacd"],"time":["period"]},"dimension":{"areacd":{"label":"Area 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by age and sex","note":["Population estimates in Explore Local Statistics (ELS) are informed by those available on Nomis at the time of publication on ELS.\n\nFor Northern Ireland, estimates for mid-2024 are not yet available and are planned for publication on Nomis in September 2025. For Scotland, Nomis does not yet include estimates for mid-2024 or reflect revisions for mid-2023 published in August 2025. These are also planned for publication on Nomis in September 2025 and will be updated in ELS in October 2025.\n\nMid-2011 to mid-2022 revisions for Scotland published in January 2025 are available in Nomis and ELS. These are due to be updated in the Office for National Statistics UK population estimates in September 2025."],"source":"Office for National Statistics","updated":"2025-07-30","extension":{"topic":"population","subTopic":"population","description":"This indicator shows the percentage of the population by sex in 5 year age bands, in the United Kingdom, for 1991 to 2024. 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density","note":["[Standard Area Measurements for Administrative Areas (December 2023) in the UK](https://geoportal.statistics.gov.uk/datasets/da8590c5f55f4664b32ad4339f43419c/about) was used to calculate population density by dividing the total population by the area in square kilometres.\n\nPopulation estimates in Explore Local Statistics (ELS) are informed by those available on Nomis at the time of publication on ELS.\n\nFor Northern Ireland, estimates for mid-2024 are not yet available on Nomis but are planned for publication in October 2025. For Scotland, Nomis does not yet include estimates for mid-2024 or reflect revisions for mid-2023 published in August 2025. These are also planned for publication on Nomis in October 2025 and will be updated in ELS in November 2025."],"source":"Office for National Statistics","updated":"2025-07-30","extension":{"topic":"population","subTopic":"population","description":"This indicator shows the number of usual residents per square kilometre, calculated based on total land area excluding inland water, in the United Kingdom, for 1991 to 2024.","source":[{"name":"Office for National Statistics","href":"https://www.nomisweb.co.uk/datasets/pestsyoala","date":"2025-07-30"}],"slug":"population-density","code":"Population density","dataset":"population-indicators","prefix":null,"suffix":null,"subText":"persons per square kilometre","decimalPlaces":0,"standardised":true,"subtitle":"Number of people resident per square kilometre","isMultivariate":false,"confidenceIntervals":false,"canBeNegative":false,"zeroBaseline":true,"frequency":"annual","periodFormat":"year","measure":"Population per 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us":{}},{"version":"2.0","class":"dataset","label":"Five-year population change","note":["Population estimates in Explore Local Statistics (ELS) are informed by those available on Nomis at the time of publication on ELS.\n\nFor Northern Ireland, estimates for mid-2024 are not yet available on Nomis but are planned for publication in October 2025. For Scotland, Nomis does not yet include estimates for mid-2024 or reflect revisions for mid-2023 published in August 2025. 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age","note":["Median age is calculated as the age category in which the mid-point of the population distribution falls. There may be slight differences when compared with other sources, as these may reflect where the mid-point falls within the given age category. These reflect differences in precision, not accuracy.\n\nPopulation estimates in Explore Local Statistics (ELS) are informed by those available on Nomis at the time of publication on ELS.\n\nFor Northern Ireland, estimates for mid-2024 are not yet available on Nomis but are planned for publication in October 2025. For Scotland, Nomis does not yet include estimates for mid-2024 or reflect revisions for mid-2023 published in August 2025. 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For Scotland, Nomis does not yet include estimates for mid-2024 or reflect revisions for mid-2023 published in August 2025. These are also planned for publication on Nomis in October 2025 and will be updated in ELS in November 2025."],"source":"Office for National Statistics","updated":"2025-07-30","extension":{"topic":"population","subTopic":"population","description":"This indicator shows the percentage of the population aged 16 to 64, in the United Kingdom, for 1991 to 2024.","source":[{"name":"Office for National Statistics","href":"https://www.nomisweb.co.uk/datasets/pestsyoala","date":"2025-07-30"}],"slug":"percentage-population-aged-16-to-64","code":"Percentage of the population aged 16 to 64","dataset":"population-indicators","prefix":null,"suffix":"%","subText":null,"decimalPlaces":1,"standardised":true,"subtitle":"Percentage of the population aged 16 to 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For Scotland, Nomis does not yet include estimates for mid-2024 or reflect revisions for mid-2023 published in August 2025. These are also planned for publication on Nomis in October 2025 and will be updated in ELS in November 2025."],"source":"Office for National Statistics","updated":"2025-07-30","extension":{"topic":"population","subTopic":"population","description":"This indicator shows the percentage of the population aged 65 and over, in the United Kingdom, for 1991 to 2024.","source":[{"name":"Office for National Statistics","href":"https://www.nomisweb.co.uk/datasets/pestsyoala","date":"2025-07-30"}],"slug":"percentage-population-aged-65","code":"Percentage of the population aged 65+","dataset":"population-indicators","prefix":null,"suffix":"%","subText":null,"decimalPlaces":1,"standardised":true,"subtitle":"Percentage of the population aged 65 and 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inactivity rate (Great Britain)","note":["Calculation of economic inactivity rate: number of economically inactive people aged 16 to 64 years divided by the population aged 16 to 64 years. Population is the sum of employed plus unemployed plus inactive.\n\nThe ongoing challenges with response rates, response levels and weighting approach mean that labour market statistics based on both the Labour Force Survey (LFS) and Annual Population Survey (APS) will be considered [official statistics in development](https://osr.statisticsauthority.gov.uk/policies/official-statistics-policies/official-statistics-in-development/) until further review. Because of increased volatility of LFS and APS estimates, estimates of change should be treated with additional caution."],"source":"Office for National Statistics","updated":"2024-04-16","extension":{"topic":"economy","subTopic":"employment","description":"This indicator shows the proportion of people aged between 16 and 64 years who are not in employment but do not meet the internationally accepted definition of unemployment because they have not been seeking work within the last four weeks or they are unable to start work in the next two weeks (official statistics in development), in Great Britain (Northern Ireland national figure included), for periods 2004 to 2023.","source":[{"name":"Office for National Statistics","href":"https://www.ons.gov.uk/employmentandlabourmarket/peopleinwork/employmentandemployeetypes/datasets/li01regionallabourmarketlocalindicatorsforcountieslocalandunitaryauthorities","date":"2024-04-16"}],"slug":"economic-inactivity-rate","code":"Economically 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Population is the sum of employed plus unemployed plus inactive.\n\nTime series data is available at [NISRA](https://www.nisra.gov.uk/publications/labour-market-status-sub-population-tables).\n\nBecause the Labour Force Survey (LFS) is a sample survey, results are subject to sampling error, i.e. the actual percentage of the population in private households with a particular characteristic may differ from the percentage of the LFS sample with that characteristic."],"source":"Northern Ireland Statistics and Research Agency","updated":"2024-07-09","extension":{"topic":"economy","subTopic":"employment","description":"This indicator shows the percentage of people aged between 16 and 64 years who are not in employment but do not meet the internationally accepted definition of unemployment because they have not been seeking work within the last four weeks or they are unable to start work in the next two weeks, in Northern Ireland, for 2023.","source":[{"name":"Northern Ireland Statistics and Research Agency","href":"https://www.nisra.gov.uk/statistics/labour-market-and-social-welfare/labour-force-survey","date":"2024-07-09"}],"slug":"economic-inactivity-rate-ni","code":"Economically inactive","dataset":"ni-employment-rate","prefix":null,"suffix":"%","subText":null,"decimalPlaces":1,"standardised":true,"subtitle":"Percentage of people aged 16 to 64 who are not in employment and are not actively seeking work","isMultivariate":false,"confidenceIntervals":true,"canBeNegative":false,"zeroBaseline":true,"frequency":"annual","periodFormat":"year","unit":"%","geography":{"countries":["N"],"levels":["ctry","rgn","utla","ltla"],"types":["N09","N92"],"year":2025,"initialLevel":"ltla"}},"id":["areacd","period","measure"],"size":[12,1,4],"role":{},"dimension":{"areacd":{"label":"Area code","category":{"index":{"N09000001":0,"N09000002":1,"N09000003":2,"N09000004":3,"N09000005":4,"N09000006":5,"N09000007":6,"N09000008":7,"N09000009":8,"N09000010":9,"N09000011":10,"N92000002":11}}},"period":{"label":"Time period","category":{"index":{"2023-01-01/P1Y":0}}},"measure":{"label":"Measure","category":{"index":{"lci":0,"numerator":1,"uci":2,"value":3},"label":{"lci":"Lower confidence interval (95%)","numerator":"Numerator","uci":"Upper confidence interval (95%)","value":"Observation value"}}}},"value":[16.2,18000,23.5,19.8,17.8,30000,23.9,20.9,27.6,67000,33.3,30.5,26.3,25000,35,30.6,28.5,30000,36.9,32.7,21.8,18000,30.3,26,18.1,20000,25.3,21.7,15.9,17000,22.7,19.3,19.7,22000,26.9,23.3,16.3,22000,22.6,19.5,20,23000,27.3,23.6,23.6,290000,25.8,24.7],"status":{}},{"version":"2.0","class":"dataset","label":"Employment rate (Great Britain)","note":["Calculation of employment rate: number of employed people aged 16 to 64 years divided by the population aged 16 to 64 years. Population is the sum of employed plus unemployed plus inactive.\n\nThe ongoing challenges with response rates, response levels and weighting approach mean that labour market statistics based on both the Labour Force Survey (LFS) and Annual Population Survey (APS) will be considered [official statistics in development](https://osr.statisticsauthority.gov.uk/policies/official-statistics-policies/official-statistics-in-development/) until further review. 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Count","note":["Proportions of people claiming are the number of claimants divided by the population aged from 16 to 64 from mid-year 2021 population estimates.\n\nThe experimental Claimant Count consists of claimants of Jobseekers Allowance (JSA) and some Universal Credit (UC) Claimants. The UC claimants that are included are 1) those that were recorded as not in employment (May 2013-April 2015), and 2) those claimants of Universal Credit who are required to search for work, i.e. within the Searching for Work conditionality regime as defined by the Department for Work & Pensions (from April 2015 onwards).\n\nThe count is based on live claims on the second Thursday of the reference month.\n\nUnder certain circumstances, some people are able to claim both contribution-based JSA and UC at the same time. Consequently, there has been a small amount of double counting. 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median weekly pay","note":["For Great Britain data, 2024 estimates are provisional and relate to the pay period that includes 17 April 2024. Estimates for 2023 have been revised and relate to the pay period that includes 19 April 2023.\n\nThe country level figure for Northern Ireland has been sourced from Nomis rather than NISRA. This is to allow for confidence intervals.\n\nNorthern Ireland Local Government District data has been sourced from the [NISRA Data Portal](https://data.nisra.gov.uk/)."],"source":"Office for National Statistics, Northern Ireland Statistics and Research Agency","updated":"2024-10-29","extension":{"topic":"economy","subTopic":"pay and income","description":"This indicator shows the average (median) weekly pay based on where people live, in the UK, for a pay period that included a specified date in April 2008 to April 2024.","source":[{"name":"Office for National Statistics","href":"https://www.ons.gov.uk/employmentandlabourmarket/peopleinwork/earningsandworkinghours/bulletins/annualsurveyofhoursandearnings/previousReleases","date":"2024-10-29"},{"name":"Northern Ireland Statistics and Research Agency","href":"https://www.nisra.gov.uk/statistics/labour-market-and-social-welfare/annual-survey-hours-and-earnings","date":"2024-10-29"}],"slug":"gross-median-weekly-pay","code":"Gross median 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domestic product per head at current market prices","note":["This time series includes the effects of inflation and is most useful for comparison of levels between different areas.\n\n2023 data are provisional.\n\nData for the City of London has been excluded from the visualisations on this service due to its very high GDP figures and very low population, which distort the overall representation. 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Please refer to the accompanying dataset below or the [data source](https://www.ons.gov.uk/economy/grossdomesticproductgdp/bulletins/regionaleconomicactivitybygrossdomesticproductuk/previousreleases) for this information."],"source":"Office for National Statistics","updated":"2025-04-17","extension":{"topic":"economy","subTopic":"productivity","description":"This indicator shows gross domestic product (GDP) per head in chained volume measures (CVM) in 2019 money value, in pounds, in the UK, for 1998 to 2023.","source":[{"name":"Office for National Statistics","href":"https://www.ons.gov.uk/economy/grossdomesticproductgdp/bulletins/regionaleconomicactivitybygrossdomesticproductuk/previousreleases","date":"2025-04-17"}],"slug":"gross-domestic-product-per-head-chained-volume-measure","code":"Gross domestic product per head in chained volume measure","dataset":"gdp-per-head","prefix":"£","suffix":null,"subText":null,"decimalPlaces":0,"standardised":true,"subtitle":"GDP per head with the 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foreign direct investment","note":["Foreign direct investment (FDI) is cross-border investment made with the objective of establishing a lasting interest in the host economy. FDI is also defined by control relationships, where the direct investor (parent company) controls at least 10% of the voting power (ordinary shares) of the direct investment enterprise. These relationships can be measured in two directions:\n\n- outward: the direct investments of UK-resident companies in other countries \n\n- inward: the direct investments in the UK from non-resident companies"],"source":"Office for National Statistics","updated":"2023-04-24","extension":{"topic":"economy","subTopic":"spending and investment","description":"This indicator shows the total FDI international investment position in the UK (inward) at end period (official statistics in development), in Great Britain (Northern Ireland national figure included), for 2015 to 2021.","source":[{"name":"Office for National Statistics","href":"https://www.ons.gov.uk/economy/nationalaccounts/balanceofpayments/articles/foreigndirectinvestmentexperimentaluksubnationalstatistics/previousReleases","date":"2023-04-24"}],"slug":"inward-foreign-direct-investment","code":"Inward foreign direct investment","dataset":"foreign-direct-investment","prefix":"£","suffix":null,"subText":"in £ 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These are defined as businesses that had either turnover or employment at any time during the reference period. 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births","note":["A birth is identified as a business that was present in year t, but did not exist in year t-1 or t-2. Births are identified by making comparison of annual active population files and identifying those present in the latest file, but not the two previous ones. The birth rate is calculated using the number of births as a proportion of the active businesses. 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deaths","note":["A death is defined as a business that was on the active file in year t, but was no longer present in the active file in t+1 and t+2. In order to provide an early estimate of deaths, an adjustment has been made to the latest two years deaths to allow for reactivations. These figures are provisional and subject to revision. The death rate is calculated using the number of deaths as a proportion of the active businesses. Some of this data has been aggregated and may show differences to other published figures."],"source":"Office for National Statistics","updated":"2024-11-18","extension":{"topic":"economy","subTopic":"business","description":"This indicator shows the business deaths as a percentage of all active businesses, in the UK, for 2018 to 2023.","source":[{"name":"Office for National Statistics","href":"https://www.ons.gov.uk/businessindustryandtrade/business/activitysizeandlocation/bulletins/businessdemography/previousReleases","date":"2024-11-18"}],"slug":"business-deaths","code":"Business deaths","dataset":"business-demography","prefix":null,"suffix":"%","subText":null,"decimalPlaces":1,"standardised":true,"subtitle":"Percentage of businesses ceasing 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sion":"2.0","class":"dataset","label":"High growth businesses","note":["High growth measures all businesses with an average growth in employment of greater than 20%, per annum, over a three-year period. The size threshold used to identify these businesses is that they have 10 or more employees. The rate of high growth businesses is calculated using the number of high growth businesses as a proportion of the active businesses with 10 or more employees. 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additions to the housing stock (England)","note":["Net additional dwellings per 1,000 stock are available at an England, regional and local authority district level in DLUHC [net additional dwellings interactive dashboard](https://app.powerbi.com/view?r=eyJrIjoiZTE5YWQ3MDYtZmFjMC00N2YwLWIxM2EtYWY2NTk1NjExYjgwIiwidCI6ImJmMzQ2ODEwLTljN2QtNDNkZS1hODcyLTI0YTJlZjM5OTVhOCJ9)."],"source":"Ministry of Housing, Communities and Local Government","updated":"2024-11-28","extension":{"topic":"housing","subTopic":"housing","description":"This indicator shows the net additions to the dwelling stock (including new builds, conversions, changes of use, other gains/losses and offset by demolitions) per 1,000 stock, in England, for financial years ending from 2002 to 2024.","source":[{"name":"Ministry of Housing, Communities and Local 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additions to the housing stock (Wales)","note":["In Wales, the approach to housing stock is very similar to that in England, using the Census and adding a measure of net supply for each intervening year. However, there may be a small negative bias in the net supply estimate for Wales compared to the rest of the UK since they do not include new builds certified by Approved Inspectors and they have no way of incorporating gains or losses due to Change of Use.\n\nPlease note that data is rounded to even."],"source":"Welsh Government","updated":"2025-04-03","extension":{"topic":"housing","subTopic":"housing","description":"This indicator shows the net additions to the dwelling stock (including new builds, conversions, changes of use, other gains/losses and offset by demolitions) per 1,000 stock, in Wales, for financial years ending 2002 to 2024.","source":[{"name":"Welsh Government","href":"https://statswales.gov.wales/Catalogue/Housing/Dwelling-Stock-Estimates/dwellingstockestimates-by-localauthority-tenure","date":"2025-04-03"}],"slug":"net-additions-housing-stock-wales","code":"Net additions to the housing stock (per 1,000 stock) (Wales)","dataset":"net-additions-to-the-housing-stock-wales","prefix":null,"suffix":null,"subText":"per 1,000 stock","decimalPlaces":0,"standardised":true,"subtitle":"Net additions to the stock of dwellings per 1,000 dwellings","isMultivariate":false,"confidenceIntervals":true,"canBeNegative":false,"zeroBaseline":true,"frequency":"annual","periodFormat":"financial-year","measure":"Net additional dwellings per 1,000 stock","unit":"Net additional dwellings per 1,000 stock","polarity":-1,"geography":{"countries":["W"],"levels":["ctry","rgn","utla","ltla"],"types":["W06","W92"],"year":2025,"initialLevel":"ltla"}},"id":["areacd","period","measure"],"size":[23,23,1],"role":{"geo":["areacd"],"time":["period"]},"dimension":{"areacd":{"label":"Area code","category":{"index":{"W06000001":0,"W06000002":1,"W06000003":2,"W06000004":3,"W06000005":4,"W06000006":5,"W06000008":6,"W06000009":7,"W06000010":8,"W06000011":9,"W06000012":10,"W06000013":11,"W06000014":12,"W06000015":13,"W06000016":14,"W06000018":15,"W06000019":16,"W06000020":17,"W06000021":18,"W06000022":19,"W06000023":20,"W06000024":21,"W92000004":22}}},"period":{"label":"Time period","category":{"index":{"2001-04-01/P1Y":0,"2002-04-01/P1Y":1,"2003-04-01/P1Y":2,"2004-04-01/P1Y":3,"2005-04-01/P1Y":4,"2006-04-01/P1Y":5,"2007-04-01/P1Y":6,"2008-04-01/P1Y":7,"2009-04-01/P1Y":8,"2010-04-01/P1Y":9,"2011-04-01/P1Y":10,"2012-04-01/P1Y":11,"2013-04-01/P1Y":12,"2014-04-01/P1Y":13,"2015-04-01/P1Y":14,"2016-04-01/P1Y":15,"2017-04-01/P1Y":16,"2018-04-01/P1Y":17,"2019-04-01/P1Y":18,"2020-04-01/P1Y":19,"2021-04-01/P1Y":20,"2022-04-01/P1Y":21,"2023-04-01/P1Y":22}}},"measure":{"label":"Measure","category":{"index":{"value":0},"label":{"value":"Observation value"}}}},"value":[10,9,12,9,9,9,9,9,12,9,3,9,3,6,6,6,6,6,6,8,3,8,3,7,7,7,7,7,8,8,8,7,7,3,3,3,3,3,3,5,5,5,2,3,0,2,8,10,11,11,7,7,9,7,9,7,2,4,4,4,4,3,3,3,3,3,5,3,2,2,5,5,0,0,2,5,0,2,2,21,18,13,18,17,15,17,14,16,16,6,4,4,6,5,5,8,5,6,6,5,2,6,5,6,6,6,7,9,9,7,7,8,3,4,3,4,5,7,9,7,12,14,5,5,2,7,3,5,5,3,5,2,3,2,3,2,3,5,6,3,9,3,6,6,3,3,3,6,6,6,6,6,6,6,8,6,5,5,5,5,5,11,13,11,12,14,12,12,10,10,8,3,5,6,6,6,6,6,6,8,5,3,3,3,4,6,9,9,12,11,11,7,8,7,8,7,7,7,8,6,7,5,4,2,3,3,2,10,9,9,8,10,9,10,9,8,6,6,6,6,4,6,5,4,5,4,3,3,2,3,10,5,5,5,6,5,6,3,6,5,5,3,5,5,6,3,2,3,5,2,2,0,2,14,7,12,12,10,13,10,8,10,7,6,5,8,8,9,5,6,8,5,6,3,3,2,14,13,11,11,9,7,5,5,5,4,0,4,4,7,12,16,14,8,17,5,8,7,6,14,15,18,15,17,21,15,16,10,9,5,4,4,4,5,5,5,6,7,6,5,6,7,2,9,7,8,7,6,6,6,5,5,5,6,6,6,6,6,6,4,3,4,1,2,2,10,5,3,5,7,11,12,7,5,5,4,6,5,5,4,3,3,3,3,4,2,5,2,0,3,0,0,3,3,3,3,0,3,3,3,3,3,3,3,0,3,3,3,0,6,0,3,3,0,5,3,5,8,3,5,5,5,5,7,5,5,5,7,9,7,7,5,2,2,13,8,13,13,5,8,5,10,5,5,7,7,10,7,7,7,7,9,12,9,5,7,7,10,10,3,8,10,8,8,8,10,5,8,9,6,11,14,15,13,9,6,4,3,6,7,12,12,12,13,10,10,8,6,10,6,6,8,6,6,5,5,6,3,6,3,3,3,1,0,4,8,4,8,4,12,8,8,8,4,8,4,4,7,4,7,0,7,4,4,0,0,8,8,8,9,9,9,9,8,7,6,6,6,6,6,6,6,6,6,6,5,4,4,3],"status":{}},{"version":"2.0","class":"dataset","label":"Net additions to the housing stock (Northern Ireland)","note":["In line with The Rates (Northern Ireland) Order 1977, Housing Stock is defined as a count of properties which are valued as domestic or mixed for the purposes of rating. 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3 or above qualifications (Great Britain)","note":["The ongoing challenges with response rates, response levels and weighting approach mean that labour market statistics based on both the Labour Force Survey (LFS) and Annual Population Survey (APS) will be considered [official statistics in development](https://osr.statisticsauthority.gov.uk/policies/official-statistics-policies/official-statistics-in-development/) until further review. Because of increased volatility of LFS and APS estimates, estimates of change should be treated with additional caution.\n\nPlease note that this indicator previously used National Vocational Qualification (NVQ) level 3+ qualifications data but has been updated to the Regulated Qualifications Framework (RQF) level 3+ qualifications data."],"source":"Office for National Statistics","updated":"2024-04-16","extension":{"topic":"education and skills","subTopic":"attainment and participation","description":"This indicator shows the percentage of the population aged 16 to 64 with Regulated Qualifications Framework (RQF) level 3+ qualifications (official statistics in development), in Great Britain (Northern Ireland national figure included), for 2022 to 2023.","source":[{"name":"Office for National Statistics","href":"https://www.nomisweb.co.uk/datasets/apsnew","date":"2024-04-16"}],"slug":"level-3-or-above-qualifications","code":"Proportion of the population aged 16 – 64 with level 3+ 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It is therefore not possible to directly compare assessment outcomes from 2021/22 onwards with earlier years.\n\nResults are published by DfE and there are some differences between the results broken down by upper tier local authorities (based on the location of the submitting authority) and those by lower tier local authorities (based on the postcode of the school or provider). For more information, please refer to [Early years foundation stage profile results Methodology](https://explore-education-statistics.service.gov.uk/methodology/early-years-foundation-stage-profile-results-methodology).\n\nSome of this data has been aggregated and may show differences to other published figures."],"source":"Department for Education","updated":"2024-11-28","extension":{"topic":"education and skills","subTopic":"early-years learning","description":"This indicator shows the Early years foundation stage profile outcomes of five year olds. 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It is therefore not possible to directly compare assessment outcomes from 2021/22 onwards with earlier years.\n\nResults are published by DfE and there are some differences between the results broken down by upper tier local authorities (based on the location of the submitting authority) and those by lower tier local authorities (based on the postcode of the school or provider). For more information, please refer to [Early years foundation stage profile results Methodology](https://explore-education-statistics.service.gov.uk/methodology/early-years-foundation-stage-profile-results-methodology).\n\nSome of this data has been aggregated and may show differences to other published figures."],"source":"Department for Education","updated":"2024-11-28","extension":{"topic":"education and skills","subTopic":"early-years learning","description":"This indicator shows the Early years foundation stage profile outcomes of five year olds. 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It is therefore not possible to directly compare assessment outcomes from 2021/22 onwards with earlier years.\n\nResults are published by DfE and there are some differences between the results broken down by upper tier local authorities (based on the location of the submitting authority) and those by lower tier local authorities (based on the postcode of the school or provider). For more information, please refer to [Early years foundation stage profile results Methodology](https://explore-education-statistics.service.gov.uk/methodology/early-years-foundation-stage-profile-results-methodology).\n\nSome of this data has been aggregated and may show differences to other published figures."],"source":"Department for Education","updated":"2024-11-28","extension":{"topic":"education and skills","subTopic":"early-years learning","description":"This indicator shows the Early years foundation stage profile outcomes of five year olds. 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absences for pupils eligible for free school meals","note":["Data is not available for academic year 2019/20.\n\nSessions recorded as not attending due to COVID circumstances are included as possible sessions in 2020/21 and 2021/22 only, but not as an absence within absence rates."],"source":"Department for Education","updated":"2025-03-21","extension":{"topic":"education and skills","subTopic":"school attendance","description":"This indicator shows the percentage of pupils in state-funded primary, state-funded secondary and special schools who have been eligible for free school meals in the past 6 years that were persistently absent (those absent for 10% of schooling sessions) during the academic year, in England (state-funded schools), for academic years 2017/18 to 2023/24.","source":[{"name":"Department for 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Learners starting more than one apprenticeship will appear more than once.\n\nGeography is based upon the home postcode of the learner.\n\nFigures for all academic years cover the twelve months (Aug to Jul) and are final full year figures.\n\nFigures produced by each UK nation may differ due to differing sources, time periods, age analysed or differences in methodologies so they are not directly comparable."],"source":"Department for Education","updated":"2024-11-28","extension":{"topic":"education and skills","subTopic":"apprenticeships","description":"This indicator shows apprenticeships started by adults aged 16+ based on home address, rate per 100,000 population, in England, for full academic years 2018/19 to 2023/24.","source":[{"name":"Department for Education","href":"https://explore-education-statistics.service.gov.uk/find-statistics/further-education-and-skills","date":"2024-11-28"}],"slug":"apprenticeship-starts","code":"Apprenticeship starts 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null,null,null,null,1116,672,554,605,623,592,612,1115,911,906,980,939,937],"status":{"294":"u","295":"u","296":"u","297":"u","299":"u"}},{"version":"2.0","class":"dataset","label":"Apprenticeship starts (Northern Ireland)","note":["Starts refer to the number of participants who are in the first year of an apprenticeship programme.\n\nData relate to participants who have been on their course 28 days or more.\n\nGeography is based upon the home postcode of the learner.\n\nApprenticeshipsNI includes levels 2 and 3.\n\nHigher Level Apprenticeships (HLA) at further education (FE) colleges in Northern Ireland and the College of Agriculture, Food and Rural Enterprise (CAFRE) includes levels 4, 5 and 6.\n\nHLA at Higher Education Institutions (HEIs) in Northern Ireland includes levels 6 and 7.\n\n[2023 mid-year population estimates for Northern Ireland](https://www.nisra.gov.uk/publications/2023-mid-year-population-estimates-northern-ireland-and-estimates-population-aged-85) have been used to create a rate per 100,000 population.\n\nFigures produced by each UK nation may differ due to differing sources, time periods, age analysed or differences in methodologies so they are not directly comparable."],"source":"Department for the Economy (Northern Ireland) ApprenticeshipsNI, Further Education colleges and CAFRE, Higher Education Institutions","updated":"2025-06-12","extension":{"topic":"education and skills","subTopic":"apprenticeships","description":"This indicator shows apprenticeships started by adults aged 16+ based on home address, rate per 100,000 population, in Northern Ireland, for full academic years 2019/20 to 2022/23","source":[{"name":"Department for the Economy (Northern Ireland) ApprenticeshipsNI","href":"https://www.economy-ni.gov.uk/publications/apprenticeshipsni-ad-hoc-tables","date":"2025-06-12"},{"name":"Further Education colleges and CAFRE","href":"https://www.economy-ni.gov.uk/publications/higher-level-apprenticeships-further-education-academic-year-202324","date":"2025-01-31"},{"name":"Higher Education Institutions","href":"https://www.economy-ni.gov.uk/articles/higher-level-apprenticeships-northern-ireland-heis-statistical-fact-sheets","date":"2025-05-28"}],"slug":"apprenticeship-starts-ni","code":"Apprenticeships starts (Northern Ireland)","dataset":"apprenticeships-starts-ni","prefix":null,"suffix":null,"subText":"per 100,000 population","decimalPlaces":0,"standardised":true,"subtitle":"Apprenticeship programme starts by people aged 16 or above, per 100,000 people","isMultivariate":false,"confidenceIntervals":true,"canBeNegative":false,"zeroBaseline":true,"frequency":"annual","periodFormat":"academic-year","measure":"Rate per 100,000 population","unit":"Rate per 100,000 population","polarity":1,"geography":{"countries":["N"],"levels":["ctry","rgn","utla","ltla"],"types":["N09","N92"],"year":2025,"initialLevel":"ltla"}},"id":["areacd","period","measure"],"size":[12,4,1],"role":{"geo":["areacd"],"time":["period"]},"dimension":{"areacd":{"label":"Area code","category":{"index":{"N09000001":0,"N09000002":1,"N09000003":2,"N09000004":3,"N09000005":4,"N09000006":5,"N09000007":6,"N09000008":7,"N09000009":8,"N09000010":9,"N09000011":10,"N92000002":11}}},"period":{"label":"Time period","category":{"index":{"2019-08-01/P1Y":0,"2020-08-01/P1Y":1,"2021-08-01/P1Y":2,"2022-08-01/P1Y":3}}},"measure":{"label":"Measure","category":{"index":{"value":0},"label":{"value":"Observation value"}}}},"value":[329.8844105805446,320.4189563989044,455.2664294594247,386.3313902801757,341.58433456287884,367.69255245806005,536.6276143771726,516.1094897739255,275.77428935086976,305.9949144507176,342.23134839151265,259.57516316660394,322.1453136563493,349.54951805860196,524.0373661426293,355.8969041363129,534.0981731319181,835.2136867275116,750.1030130258921,466.0906436930532,360.3937110753016,722.4740650335629,635.9127953033608,517.4040849974509,277.66691857651125,285.5067322149578,332.4546233020468,291.0867237687366,335.18958606746355,267.6118741692512,454.9228839460806,387.95573777719,456.6369213608477,649.3506493506494,685.6876714219178,636.5700915284565,366.70047593040493,388.9289603575318,582.3317180895581,476.77648465243834,256.1263154722894,296.20186719658057,384.5322641945316,305.4444923378766,343.1632470901469,416.1781131096106,501.125041875826,408.64948445475267],"status":{}},{"version":"2.0","class":"dataset","label":"Apprenticeship starts (Scotland)","note":["Geography is based upon the home postcode of the learner.\n\nFrom 2013/14 to 2017/18, Modern Apprenticeship (MA) data was reported by Scottish Vocational Qualification (SVQ) level (2, 3, 4 and 5). From 2018/19, SDS began to phase out reporting by SVQ level to instead report by the Scottish Credit and Qualifications Framework (SCQF) levels. Therefore from 2018/19, any data relating to MA starts is reported by SCQF level only, with residual data including both SVQ and SCQF levels. Please refer back to the Modern Apprenticeship Statistics [user guide](https://www.skillsdevelopmentscotland.co.uk/media/qp3jhkdz/modern-apprenticeship-user-guide.pdf) for more information.\n\nThe [Scotland population time series data](https://www.nrscotland.gov.uk/publications/population-estimates-time-series-data/) is used to create a rate per 100,000 population and are currently available for the years up to mid-2023.\n\nFigures produced by each UK nation may differ due to differing sources, time periods, age analysed or differences in methodologies so they are not directly comparable."],"source":"Skills Development Scotland","updated":"2025-05-13","extension":{"topic":"education and skills","subTopic":"apprenticeships","description":"This indicator shows modern apprenticeships started by adults aged 16+ based on home address, rate per 100,000 population, in Scotland, for financial years ending 2014 to 2025.","source":[{"name":"Skills Development Scotland","href":"https://www.skillsdevelopmentscotland.co.uk/publications-statistics/statistics/modern-apprenticeships","date":"2025-05-13"}],"slug":"apprenticeship-starts-scotland","code":"Apprenticeship starts (Scotland)","dataset":"apprenticeships-scotland","prefix":null,"suffix":null,"subText":"per 100,000 population","decimalPlaces":0,"standardised":true,"subtitle":"Modern apprenticeship programme starts by people aged 16 or above, per 100,000 people","isMultivariate":false,"confidenceIntervals":true,"canBeNegative":false,"zeroBaseline":true,"frequency":"annual","periodFormat":"financial-year","unit":"Rate per 100,000 population","measure":"Rate per 100,000 population","geography":{"countries":["S"],"levels":["ctry","rgn","utla","ltla"],"types":["S12","S92"],"year":2017,"initialLevel":"ltla"}},"id":["areacd","period","measure"],"size":[37,12,1],"role":{"geo":["areacd"],"time":["period"]},"dimension":{"areacd":{"label":"Area 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achievements (Scotland)","note":["Geography is based upon the home postcode of the learner.\n\nFrom 2013/14 to 2017/18, Modern Apprenticeship (MA) data was reported by Scottish Vocational Qualification (SVQ) level (2, 3, 4 and 5). From 2018/19, SDS began to phase out reporting by SVQ level to instead report by the Scottish Credit and Qualifications Framework (SCQF) levels. Therefore from 2018/19, any data relating to MA starts is reported by SCQF level only, with residual data including both SVQ and SCQF levels. Please refer back to the Modern Apprenticeship Statistics [user guide](https://www.skillsdevelopmentscotland.co.uk/media/qp3jhkdz/modern-apprenticeship-user-guide.pdf) for more information.\n\nThe [Scotland population time series data](https://www.nrscotland.gov.uk/publications/population-estimates-time-series-data/) is used to create a rate per 100,000 population and are currently available for the years up to mid-2023.\n\nFigures produced by each UK nation may differ due to differing sources, time periods, age analysed or differences in methodologies so they are not directly comparable."],"source":"Skills Development Scotland","updated":"2025-05-13","extension":{"topic":"education and skills","subTopic":"apprenticeships","description":"This indicator shows modern apprenticeships achieved by adults aged 16+ based on home address, rate per 100,000 population, in Scotland, for financial years ending 2014 to 2025.","source":[{"name":"Skills Development Scotland","href":"https://www.skillsdevelopmentscotland.co.uk/publications-statistics/statistics/modern-apprenticeships","date":"2025-05-13"}],"slug":"apprenticeship-achievements-scotland","code":"Apprenticeship achievements (Scotland)","dataset":"apprenticeships-scotland","prefix":null,"suffix":null,"subText":"per 100,000 population","decimalPlaces":0,"standardised":true,"subtitle":"Modern apprenticeship programme achievements by people aged 16 or above, per 100,000 people","isMultivariate":false,"confidenceIntervals":true,"canBeNegative":false,"zeroBaseline":true,"frequency":"annual","periodFormat":"financial-year","unit":"Rate per 100,000 population","measure":"Rate per 100,000 population","geography":{"countries":["S"],"levels":["ctry","rgn","utla","ltla"],"types":["S12","S92"],"year":2017,"initialLevel":"ltla"}},"id":["areacd","period","measure"],"size":[37,12,1],"role":{"geo":["areacd"],"time":["period"]},"dimension":{"areacd":{"label":"Area 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weight prevalence in children at reception age","note":["The data presented only includes children participating in the National Child Measurement Programme (NCMP) in state maintained schools, any measurements taken at independent and special schools are excluded from the analysis.\n\nChildren are classified as (centiles are of the British 1990 growth reference (UK90) according to age and sex):\n\n- Underweight if their body mass index (BMI) is less than the 2nd centile.\n\n- Healthy weight if their body mass index (BMI) is between the 2nd and less than the 85th centile.\n\n- Overweight if their body mass index (BMI) is on or above the 85th centile, but less than the 95th centile.\n\n- Living with obesity if their body mass index (BMI) is on or above the 95th centile.\n\n The data source combines the City of London totals with Hackney, and the Isles of Scilly totals with Cornwall to prevent potential disclosure of individuals. Explore Local Statistics cannot visualise data for combined areas so please refer to the original data source for this data. \n\n Impact of Covid: Usually 95% of the state sector pupils are covered by these data. Coverage reduced in 2019/20 to 75% and further in 2020/21 to around 10%. As a result completeness is low especially in 2020/21 when few Local Authorities can be published. By 2021/22 coverage, at 92%, was almost back to normal levels. 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potential disclosure of individuals. Explore Local Statistics cannot visualise data for combined areas so please refer to the original data source for this data. \n\n Impact of Covid: Usually 95% of the state sector pupils are covered by these data. Coverage reduced in 2019/20 to 75% and further in 2020/21 to around 10%. As a result completeness is low especially in 2020/21 when few Local Authorities can be published. By 2021/22 coverage, at 92%, was almost back to normal levels. 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disclosure of individuals. Explore Local Statistics cannot visualise data for combined areas so please refer to the original data source for this data. \n\n Impact of Covid: Usually 95% of the state sector pupils are covered by these data. Coverage reduced in 2019/20 to 75% and further in 2020/21 to around 10%. As a result completeness is low especially in 2020/21 when few Local Authorities can be published. By 2021/22 coverage, at 92%, was almost back to normal levels. Further information is available from the data supplier."],"source":"Office for Health Improvement and Disparities","updated":"2024-11-05","extension":{"topic":"health and wellbeing","subTopic":"healthy living","description":"This indicator shows the percentage of children aged 4-5 years (reception age) classified as living with obesity (including severe obesity), in England, for academic years 2006/07 to 2023/24.","source":[{"name":"Office for Health Improvement and Disparities","href":"https://fingertips.phe.org.uk/profile/obesity-physical-activity-nutrition/data#page/1/gid/8000011/pat/159/par/K02000001/ati/15/are/E92000001/yrr/1/cid/4/tbm/1","date":"2024-11-05"}],"slug":"obese-children-reception","code":"Aged four to five years obese","dataset":"child-obesity","prefix":null,"suffix":"%","subText":null,"decimalPlaces":1,"standardised":true,"subtitle":"Percentage of children aged 4 to 5 classified as living with 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disclosure of individuals. Explore Local Statistics cannot visualise data for combined areas so please refer to the original data source for this data. \n\n Impact of Covid: Usually 95% of the state sector pupils are covered by these data. Coverage reduced in 2019/20 to 75% and further in 2020/21 to around 10%. As a result completeness is low especially in 2020/21 when few Local Authorities can be published. By 2021/22 coverage, at 92%, was almost back to normal levels. Further information is available from the data supplier."],"source":"Office for Health Improvement and Disparities","updated":"2024-11-05","extension":{"topic":"health and wellbeing","subTopic":"healthy living","description":"This indicator shows the percentage of children aged 10-11 years (Year 6 age) classified as living with obesity (including severe obesity), in England, for academic years 2006/07 to 2023/24.","source":[{"name":"Office for Health Improvement and Disparities","href":"https://fingertips.phe.org.uk/profile/obesity-physical-activity-nutrition/data#page/1/gid/8000011/pat/159/par/K02000001/ati/15/are/E92000001/yrr/1/cid/4/tbm/1","date":"2024-11-05"}],"slug":"obese-children-year-6","code":"Aged 10 to 11 years obese","dataset":"child-obesity","prefix":null,"suffix":"%","subText":null,"decimalPlaces":1,"standardised":true,"subtitle":"Percentage of children aged 10 to 11 classified as living with 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potential disclosure of individuals. Explore Local Statistics cannot visualise data for combined areas so please refer to the original data source for this data. \n\n Impact of Covid: Usually 95% of the state sector pupils are covered by these data. Coverage reduced in 2019/20 to 75% and further in 2020/21 to around 10%. As a result completeness is low especially in 2020/21 when few Local Authorities can be published. By 2021/22 coverage, at 92%, was almost back to normal levels. Further information is available from the data supplier."],"source":"Office for Health Improvement and Disparities","updated":"2024-11-05","extension":{"topic":"health and wellbeing","subTopic":"healthy living","description":"This indicator shows the percentage of children aged 4-5 years (reception age) classified as overweight, in England, for academic years 2006/07 to 2023/24.","source":[{"name":"Office for Health Improvement and Disparities","href":"https://fingertips.phe.org.uk/profile/obesity-physical-activity-nutrition/data#page/1/gid/8000011/pat/159/par/K02000001/ati/15/are/E92000001/yrr/1/cid/4/tbm/1","date":"2024-11-05"}],"slug":"overweight-children-reception","code":"Aged four to five years overweight","dataset":"child-obesity","prefix":null,"suffix":"%","subText":null,"decimalPlaces":1,"standardised":true,"subtitle":"Percentage of children aged 4 to 5 classified as 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disclosure of individuals. Explore Local Statistics cannot visualise data for combined areas so please refer to the original data source for this data. \n\n Impact of Covid: Usually 95% of the state sector pupils are covered by these data. Coverage reduced in 2019/20 to 75% and further in 2020/21 to around 10%. As a result completeness is low especially in 2020/21 when few Local Authorities can be published. By 2021/22 coverage, at 92%, was almost back to normal levels. Further information is available from the data supplier."],"source":"Office for Health Improvement and Disparities","updated":"2024-11-05","extension":{"topic":"health and wellbeing","subTopic":"healthy living","description":"This indicator shows the percentage of children aged 10-11 years (Year 6 age) classified as overweight, in England, for academic years 2006/07 to 2023/24.","source":[{"name":"Office for Health Improvement and Disparities","href":"https://fingertips.phe.org.uk/profile/obesity-physical-activity-nutrition/data#page/1/gid/8000011/pat/159/par/K02000001/ati/15/are/E92000001/yrr/1/cid/4/tbm/1","date":"2024-11-05"}],"slug":"overweight-children-year-6","code":"Aged 10 to 11 years overweight","dataset":"child-obesity","prefix":null,"suffix":"%","subText":null,"decimalPlaces":1,"standardised":true,"subtitle":"Percentage of children aged 10 to 11 classified as 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potential disclosure of individuals. Explore Local Statistics cannot visualise data for combined areas so please refer to the original data source for this data. \n\n Impact of Covid: Usually 95% of the state sector pupils are covered by these data. Coverage reduced in 2019/20 to 75% and further in 2020/21 to around 10%. As a result completeness is low especially in 2020/21 when few Local Authorities can be published. By 2021/22 coverage, at 92%, was almost back to normal levels. Further information is available from the data supplier."],"source":"Office for Health Improvement and Disparities","updated":"2024-11-05","extension":{"topic":"health and wellbeing","subTopic":"healthy living","description":"This indicator shows the percentage of children aged 4-5 years (reception age) classified as underweight, in England, for academic years 2006/07 to 2023/24.","source":[{"name":"Office for Health Improvement and Disparities","href":"https://fingertips.phe.org.uk/profile/obesity-physical-activity-nutrition/data#page/1/gid/8000011/pat/159/par/K02000001/ati/15/are/E92000001/yrr/1/cid/4/tbm/1","date":"2024-11-05"}],"slug":"underweight-children-reception","code":"Aged four to five years underweight","dataset":"child-obesity","prefix":null,"suffix":"%","subText":null,"decimalPlaces":1,"standardised":true,"subtitle":"Percentage of children aged 4 to 5 classified as 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disclosure of individuals. Explore Local Statistics cannot visualise data for combined areas so please refer to the original data source for this data. \n\n Impact of Covid: Usually 95% of the state sector pupils are covered by these data. Coverage reduced in 2019/20 to 75% and further in 2020/21 to around 10%. As a result completeness is low especially in 2020/21 when few Local Authorities can be published. By 2021/22 coverage, at 92%, was almost back to normal levels. Further information is available from the data supplier."],"source":"Office for Health Improvement and Disparities","updated":"2024-11-05","extension":{"topic":"health and wellbeing","subTopic":"healthy living","description":"This indicator shows the percentage of children aged 10-11 years (Year 6 age) classified as underweight, in England, for academic years 2006/07 to 2023/24.","source":[{"name":"Office for Health Improvement and Disparities","href":"https://fingertips.phe.org.uk/profile/obesity-physical-activity-nutrition/data#page/1/gid/8000011/pat/159/par/K02000001/ati/15/are/E92000001/yrr/1/cid/4/tbm/1","date":"2024-11-05"}],"slug":"underweight-children-year-6","code":"Aged 10 to 11 years underweight","dataset":"child-obesity","prefix":null,"suffix":"%","subText":null,"decimalPlaces":1,"standardised":true,"subtitle":"Percentage of children aged 10 to 11 classified as 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diagnosis at stage 1 and 2","note":["Due to the impact of the COVID-19 pandemic on both clinical and data quality arrangements, the ability to obtain stage data for cancer registrations was reduced for the 2019 and 2020 diagnosis years. In 2019, the proportion of stageable cancer diagnoses with a registered stage fell from 85% in 2018 to 76%. For the 2020 diagnosis year, stage completeness increased to 81%.\n\nThe data source combines the Isles of Scilly totals with Cornwall to prevent potential disclosure of individuals. 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considered preventable for those aged under 75 per 100,000 population, in Northern Ireland, for 2001-2003 to 2021-2023.","source":[{"name":"Northern Ireland Department of Health","href":"https://www.health-ni.gov.uk/articles/health-inequalities-data-requested-during-202526","date":"2025-09-04"}],"slug":"cardiovascular-mortality-persons-aged-under-75-ni","code":"Under 75 mortality rate from circulatory diseases considered preventable (per 100,000 population) (Northern Ireland)","dataset":"preventable-cardiovascular-mortality-ni","prefix":null,"suffix":null,"subText":"per 100,000 population","decimalPlaces":1,"standardised":true,"subtitle":"Age-standardised mortality from cardiovascular diseases considered preventable for people aged under 75, per 100,000 people","isMultivariate":false,"confidenceIntervals":true,"canBeNegative":false,"zeroBaseline":true,"frequency":"annual","periodFormat":"2-year","measure":"Rate per 100,000 population","unit":"Rate per 100,000 population","polarity":-1,"geography":{"countries":["N"],"levels":["ctry","rgn","utla","ltla"],"types":["N09","N92"],"year":2025,"initialLevel":"ltla"}},"id":["areacd","period","measure"],"size":[12,21,3],"role":{"geo":["areacd"],"time":["period"]},"dimension":{"areacd":{"label":"Area code","category":{"index":{"N09000001":0,"N09000002":1,"N09000003":2,"N09000004":3,"N09000005":4,"N09000006":5,"N09000007":6,"N09000008":7,"N09000009":8,"N09000010":9,"N09000011":10,"N92000002":11}}},"period":{"label":"Time 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rate from coronary heart disease or cerebrovascular disease (Scotland)","note":["Data are based on year of death registration.\n\nData relate to all deaths that occurred in Scotland. This includes those who are resident outwith Scotland, those with no fixed abode and those with unknown residence.\n\nData includes underlying cause of death from coronary heart disease (ICD-10 code I20-I25) or cerebrovascular disease (ICD-10 code I60-I69).\n\nAge standardised rates calculated using the direct method, standardised to the 2013 European Standard Population (ESP2013). National Records of Scotland Population Estimates were used in the calculation of the crude and standardised rates."],"source":"Public Health Scotland Cardiac Audit Programme, Public Health Scotland Stroke statistics","updated":"2025-01-28","extension":{"topic":"health and wellbeing","subTopic":"disease and preventable mortality","description":"This indicator shows the age-standardised mortality rate from coronary heart disease or cerebrovascular disease for those aged under 75 per 100,000 population, in Scotland, for 2001 to 2023.","source":[{"name":"Public Health Scotland Cardiac Audit Programme","href":"https://publichealthscotland.scot/publications/show-all-releases?id=114742","date":"2024-10-29"},{"name":"Public Health Scotland Stroke statistics","href":"https://publichealthscotland.scot/publications/show-all-releases?id=20500","date":"2025-01-28"}],"slug":"mortality-rate-coronary-heart-disease-scotland","code":"Under 75 mortality rate from coronary heart disease or cerebrovascular disease (per 100,000 population) (Scotland)","dataset":"mortality-rate-from-coronary-heart-disease-scotland","prefix":null,"suffix":null,"subText":"per 100,000 population","decimalPlaces":1,"standardised":true,"subtitle":"Age-standardised mortality rate from coronary heart disease or cerebrovascular disease for people aged under 75, per 100,000 people","isMultivariate":false,"confidenceIntervals":true,"canBeNegative":false,"zeroBaseline":true,"frequency":"annual","periodFormat":"year","measure":"Rate per 100,000 population","unit":"Rate per 100,000 population","polarity":-1,"geography":{"countries":["S"],"levels":["ctry","rgn","utla","ltla"],"types":["S12","S92"],"year":2025,"initialLevel":"ltla"}},"id":["areacd","period","measure"],"size":[33,23,3],"role":{"geo":["areacd"],"time":["period"]},"dimension":{"areacd":{"label":"Area 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healthy life expectancy","note":["Coverage is limited to England and Wales. Estimates for Scotland and Northern Ireland will be added when Scottish 2022 census health data and 2023 population estimates for Northern Irish local government districts are available.\n\nThe estimates in this indicator have been produced using an interim methodological fix. The decline in sample size of the Annual Population Survey has impaired our ability to continue using the previous method to estimate age-specific prevalence of good general health by local authority. We therefore used logistic regression to estimate good health prevalence instead of using the survey's observed prevalence. This enables continuity in local area reporting with a viable, comparable time series. ONS is currently conducting a review of data sources to assess their future potential to provide robust, reliable and durable measures of health status."],"source":"Office for National Statistics","updated":"2025-01-16","extension":{"topic":"health and wellbeing","subTopic":"life expectancy","description":"This indicator shows the average years expected to be lived in good health for females born during the reference period (official statistics in development), in England and Wales, for three-year rolling periods between 2011 to 2013 and 2021 to 2023.","source":[{"name":"Office for National Statistics","href":"https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/healthandlifeexpectancies/bulletins/healthstatelifeexpectanciesuk/previousReleases#","date":"2025-01-16"}],"slug":"healthy-life-expectancy-female","code":"Female healthy life 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Estimates for Scotland and Northern Ireland will be added when Scottish 2022 census health data and 2023 population estimates for Northern Irish local government districts are available.\n\nThe estimates in this indicator have been produced using an interim methodological fix. The decline in sample size of the Annual Population Survey has impaired our ability to continue using the previous method to estimate age-specific prevalence of good general health by local authority. We therefore used logistic regression to estimate good health prevalence instead of using the survey's observed prevalence. This enables continuity in local area reporting with a viable, comparable time series. ONS is currently conducting a review of data sources to assess their future potential to provide robust, reliable and durable measures of health status."],"source":"Office for National Statistics","updated":"2025-01-16","extension":{"topic":"health and wellbeing","subTopic":"life expectancy","description":"This indicator shows the average years expected to be lived in good health for males born during the reference period (official statistics in development), in England and Wales, for three-year rolling periods between 2011 to 2013 and 2021 to 2023.","source":[{"name":"Office for National Statistics","href":"https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/healthandlifeexpectancies/bulletins/healthstatelifeexpectanciesuk/previousReleases#","date":"2025-01-16"}],"slug":"healthy-life-expectancy-male","code":"Male healthy life 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gas consumption","note":["These figures are based on meter level gas consumption data. Those meters with an annual consumption less than 73,200 kWh are classified as domestic meters. This means that some small industrial and commercial consumers will be classified as domestic.\n\nThese estimates are weather-corrected. This means that the effect of differences in weather conditions between years has been removed to provide more like for like comparisons over time.\n\nThe precise time periods covered by different years of data differ:\n- Prior to 2015: October – September (same period as 2015)\n- 2015: October 2014 – September 2015\n- 2016: mid-July 2016 – mid-July 2017\n- 2017: mid-June 2017 – mid-June 2018\n- 2018: mid-May 2018 – mid-May 2019\n- 2019 onwards: same pattern as 2018"],"source":"Department for Energy Security and Net Zero","updated":"2024-12-19","extension":{"topic":"environment","subTopic":"environment","description":"This indicator shows median domestic gas consumption (kWh), in Great Britain, for 2012 to 2023.","source":[{"name":"Department for Energy Security and Net Zero","href":"https://www.gov.uk/government/collections/sub-national-gas-consumption-data","date":"2024-12-19"}],"slug":"domestic-gas-consumption","code":"Gas 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gas emissions","note":["Greenhouse gas emissions (tCO2e) per capita refers to the average amount of greenhouse gas emissions produced by each person in a specific area over a year. This metric is calculated by dividing the total greenhouse gas emissions of an area by its population. The result is expressed in tonnes of CO2 equivalent (tCO2e) per person.\n\nGreenhouse gas emissions here include territorial emissions of carbon dioxide (CO2), methane (CH4) and nitrous oxide (N2O).\n\nEmissions are reported against the areas where they occurred except for emissions associated with energy supply that are distributed to the areas based on where the 'end-use' of the energy occurred and emissions from waste that have been distributed based on the waste arising in each area.\n\nEmissions data is from UK local authority greenhouse gas emissions estimates where some emissions can't be fully allocated to individual local authorities for technical or disclosure reasons.\n\nSome of this data has been aggregated and may show differences to other published figures.\n\nEmissions data is also visualised on [Local Authority Greenhouse Gas Map.](https://naei.energysecurity.gov.uk/laghgapp/)"],"source":"Department for Energy Security and Net 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A device can have a number of connectors of varying speeds.\n\nThere may be large increases or reductions seen at local authority level in these statistics when comparing to a previous quarter and these should be considered in the context of longer-term trends. This can be caused by a number of factors, including a large group of devices being added to or decommissioned from source Zapmap data at a time. This can in turn be caused by delays between chargepoint operator activity and this information filtering through to Zapmap data.\n\nA specific example of this is Hammersmith and Fulham, which shows a sharp increase in mid-2023. This was due to the completion of a large On-Street Residential Chargepoint Scheme (ORCS) project, which significantly boosted the number of devices recorded in that area during that period.\n\nThe most recent population figures by Local Authority are sourced from the Office for National Statistics Population estimates for mid-year 2022. For quarters from July 2020 (2020-07) to April 2021 (2021-04), the population figures were sourced from 2019 estimates. 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about chain supermarkets in the UK is from the Geolytix Supermarket Retail Points project. This data is complemented by 52 stores from selected food retailers not in the Geolytix dataset. Per capita estimates are calculated using the usual resident population estimates from the most recent Census. These per capita estimates are not directly comparable between the different countries because of the non-consistent census dates that the population estimates were taken on.\n\nSome of this data has been aggregated and may show differences to other published figures."],"source":"Office for National Statistics","updated":"2024-03-07","extension":{"topic":"connectivity","subTopic":"access to amenities","description":"This indicator shows supermarkets per 10,000 people, in the UK, as at August 2023.","source":[{"name":"Office for National Statistics","href":"https://www.ons.gov.uk/peoplepopulationandcommunity/wellbeing/datasets/1numberofchainsupermarketsacrosslocalauthoritydistrictsladandsmallergeographicalareasintheuk","date":"2024-03-07"}],"slug":"supermarkets","code":"Chain supermarkets per 10,000 population","dataset":"supermarkets","prefix":null,"suffix":null,"subText":"per 10,000 population","decimalPlaces":1,"standardised":true,"subtitle":"Supermarkets per 10,000 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The full list of qualifying activities and events asked of respondents can be found in [Annex 3](https://www.gov.uk/government/statistics/participation-survey-2023-24-annual-publication/main-report-for-the-participation-survey-may-2023-to-march-2024#Arts) of the data source.\n\nConfidence intervals can be displayed on the bar chart by selecting the ‘Options’ button. These help show that differences between similarly ranked geographies may not be statistically significant.\n\nThe Participation Survey is asked of adults (16+) in England and the data has been weighted to compensate for differences in both sampling probability and response probability. 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offences","note":["England and Wales data has been extracted from the Home Office Homicide Index, which contains detailed record-level information about each homicide recorded by police in England and Wales. This index is continually updated with revised information from the police as investigations continue and as cases are heard by the courts. The data refer to the position as at 6 December 2024 and will change as subsequent court hearings take place or as further information is received. In contrast, the Northern Ireland homicide figures represent those initially recorded as homicide, with no revisions based on further police or court decisions.\n\nNorthern Ireland statistics on police recorded crime are collated and produced by statisticians seconded to the Police Service of Northern Ireland (PSNI) from the Northern Ireland Statistics and Research Agency (NISRA). They are recorded in compliance with the Home Office Counting Rules and further details of recording practices are available in the [User Guide to Police Recorded Crime Statistics](https://www.psni.police.uk/sites/default/files/2024-11/Police%20Recorded%20Crime%20User%20Guide.pdf).\n\nMid-year population estimates covering the years 2014 to 2022 have been used to create rate per milion population. The mid-year estimate in the middle of the three-year period  was used, for example the period 04/2021 to 03/2024 used 2022 mid-year population estimates.\n\nSome of this data has been aggregated and may show differences to other published figures."],"source":"Office for National Statistics, Police Service of Northern Ireland","updated":"2025-02-06","extension":{"topic":"crime","subTopic":"crime","description":"This indicator shows the rate of homicide offences per million population, in England, Wales and Northern Ireland, for three-year rolling periods 04/2013-03/2016 to 04/2021-03/2024.","source":[{"name":"Office for National Statistics","href":"https://www.ons.gov.uk/peoplepopulationandcommunity/crimeandjustice/articles/homicideinenglandandwales/previousReleases#","date":"2025-02-06"},{"name":"Police Service of Northern Ireland","href":"https://www.psni.police.uk/about-us/our-publications-and-reports/official-statistics/police-recorded-crime-statistics","date":"2025-01-30"}],"slug":"homicide-offences","code":"Homicide Offences","dataset":"homicide-offences","prefix":null,"suffix":null,"subText":"per million population","decimalPlaces":1,"standardised":true,"subtitle":"Homicide offences per million people","isMultivariate":false,"confidenceIntervals":true,"canBeNegative":false,"zeroBaseline":true,"frequency":"annual","periodFormat":"3-year","measure":"Homicide Offences (rate per million population)","unit":"Rate per 1,000,000 population","polarity":-1,"geography":{"countries":["E","N","W"],"levels":["ctry","rgn"],"types":["E12","E23","E92","K04","N92","W15","W92"],"year":2025,"initialLevel":"rgn"}},"id":["areacd","period","measure"],"size":[56,9,1],"role":{"geo":["areacd"],"time":["period"]},"dimension":{"areacd":{"label":"Area 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by age and sex","note":["Population estimates in Explore Local Statistics (ELS) are informed by those available on Nomis at the time of publication on ELS.\n\nFor Northern Ireland, estimates for mid-2024 are not yet available and are planned for publication on Nomis in September 2025. 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density","note":["[Standard Area Measurements for Administrative Areas (December 2023) in the UK](https://geoportal.statistics.gov.uk/datasets/da8590c5f55f4664b32ad4339f43419c/about) was used to calculate population density by dividing the total population by the area in square kilometres.\n\nPopulation estimates in Explore Local Statistics (ELS) are informed by those available on Nomis at the time of publication on ELS.\n\nFor Northern Ireland, estimates for mid-2024 are not yet available on Nomis but are planned for publication in October 2025. For Scotland, Nomis does not yet include estimates for mid-2024 or reflect revisions for mid-2023 published in August 2025. These are also planned for publication on Nomis in October 2025 and will be updated in ELS in November 2025."],"source":"Office for National Statistics","updated":"2025-07-30","extension":{"topic":"population","subTopic":"population","description":"This indicator shows the number of usual residents per square kilometre, calculated based on total land area excluding inland water, in the United Kingdom, for 1991 to 2024.","source":[{"name":"Office for National Statistics","href":"https://www.nomisweb.co.uk/datasets/pestsyoala","date":"2025-07-30"}],"slug":"population-density","code":"Population density","dataset":"population-indicators","prefix":null,"suffix":null,"subText":"persons per square kilometre","decimalPlaces":0,"standardised":true,"subtitle":"Number of people resident per square kilometre","isMultivariate":false,"confidenceIntervals":false,"canBeNegative":false,"zeroBaseline":true,"frequency":"annual","periodFormat":"year","measure":"Population per 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us":{}},{"version":"2.0","class":"dataset","label":"Five-year population change","note":["Population estimates in Explore Local Statistics (ELS) are informed by those available on Nomis at the time of publication on ELS.\n\nFor Northern Ireland, estimates for mid-2024 are not yet available on Nomis but are planned for publication in October 2025. For Scotland, Nomis does not yet include estimates for mid-2024 or reflect revisions for mid-2023 published in August 2025. 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age","note":["Median age is calculated as the age category in which the mid-point of the population distribution falls. There may be slight differences when compared with other sources, as these may reflect where the mid-point falls within the given age category. These reflect differences in precision, not accuracy.\n\nPopulation estimates in Explore Local Statistics (ELS) are informed by those available on Nomis at the time of publication on ELS.\n\nFor Northern Ireland, estimates for mid-2024 are not yet available on Nomis but are planned for publication in October 2025. For Scotland, Nomis does not yet include estimates for mid-2024 or reflect revisions for mid-2023 published in August 2025. 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For Scotland, Nomis does not yet include estimates for mid-2024 or reflect revisions for mid-2023 published in August 2025. These are also planned for publication on Nomis in October 2025 and will be updated in ELS in November 2025."],"source":"Office for National Statistics","updated":"2025-07-30","extension":{"topic":"population","subTopic":"population","description":"This indicator shows the percentage of the population aged 16 to 64, in the United Kingdom, for 1991 to 2024.","source":[{"name":"Office for National Statistics","href":"https://www.nomisweb.co.uk/datasets/pestsyoala","date":"2025-07-30"}],"slug":"percentage-population-aged-16-to-64","code":"Percentage of the population aged 16 to 64","dataset":"population-indicators","prefix":null,"suffix":"%","subText":null,"decimalPlaces":1,"standardised":true,"subtitle":"Percentage of the population aged 16 to 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For Scotland, Nomis does not yet include estimates for mid-2024 or reflect revisions for mid-2023 published in August 2025. These are also planned for publication on Nomis in October 2025 and will be updated in ELS in November 2025."],"source":"Office for National Statistics","updated":"2025-07-30","extension":{"topic":"population","subTopic":"population","description":"This indicator shows the percentage of the population aged 65 and over, in the United Kingdom, for 1991 to 2024.","source":[{"name":"Office for National Statistics","href":"https://www.nomisweb.co.uk/datasets/pestsyoala","date":"2025-07-30"}],"slug":"percentage-population-aged-65","code":"Percentage of the population aged 65+","dataset":"population-indicators","prefix":null,"suffix":"%","subText":null,"decimalPlaces":1,"standardised":true,"subtitle":"Percentage of the population aged 65 and 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inactivity rate (Great Britain)","note":["Calculation of economic inactivity rate: number of economically inactive people aged 16 to 64 years divided by the population aged 16 to 64 years. Population is the sum of employed plus unemployed plus inactive.\n\nThe ongoing challenges with response rates, response levels and weighting approach mean that labour market statistics based on both the Labour Force Survey (LFS) and Annual Population Survey (APS) will be considered [official statistics in development](https://osr.statisticsauthority.gov.uk/policies/official-statistics-policies/official-statistics-in-development/) until further review. Because of increased volatility of LFS and APS estimates, estimates of change should be treated with additional caution."],"source":"Office for National Statistics","updated":"2024-04-16","extension":{"topic":"economy","subTopic":"employment","description":"This indicator shows the proportion of people aged between 16 and 64 years who are not in employment but do not meet the internationally accepted definition of unemployment because they have not been seeking work within the last four weeks or they are unable to start work in the next two weeks (official statistics in development), in Great Britain (Northern Ireland national figure included), for periods 2004 to 2023.","source":[{"name":"Office for National Statistics","href":"https://www.ons.gov.uk/employmentandlabourmarket/peopleinwork/employmentandemployeetypes/datasets/li01regionallabourmarketlocalindicatorsforcountieslocalandunitaryauthorities","date":"2024-04-16"}],"slug":"economic-inactivity-rate","code":"Economically 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inactivity rate (Northern Ireland)","note":["Calculation of economic inactivity rate: number of economically inactive people aged 16 to 64 years divided by the population aged 16 to 64 years. Population is the sum of employed plus unemployed plus inactive.\n\nTime series data is available at [NISRA](https://www.nisra.gov.uk/publications/labour-market-status-sub-population-tables).\n\nBecause the Labour Force Survey (LFS) is a sample survey, results are subject to sampling error, i.e. the actual percentage of the population in private households with a particular characteristic may differ from the percentage of the LFS sample with that characteristic."],"source":"Northern Ireland Statistics and Research Agency","updated":"2024-07-09","extension":{"topic":"economy","subTopic":"employment","description":"This indicator shows the percentage of people aged between 16 and 64 years who are not in employment but do not meet the internationally accepted definition of unemployment because they have not been seeking work within the last four weeks or they are unable to start work in the next two weeks, in Northern Ireland, for 2023.","source":[{"name":"Northern Ireland Statistics and Research Agency","href":"https://www.nisra.gov.uk/statistics/labour-market-and-social-welfare/labour-force-survey","date":"2024-07-09"}],"slug":"economic-inactivity-rate-ni","code":"Economically inactive","dataset":"ni-employment-rate","prefix":null,"suffix":"%","subText":null,"decimalPlaces":1,"standardised":true,"subtitle":"Percentage of people aged 16 to 64 who are not in employment and are not actively seeking work","isMultivariate":false,"confidenceIntervals":true,"canBeNegative":false,"zeroBaseline":true,"frequency":"annual","periodFormat":"year","unit":"%","experimentalStatistic":false,"geography":{"countries":["N"],"levels":["ctry","rgn","utla","ltla"],"types":["N09","N92"],"year":2025,"initialLevel":"ltla"}},"id":["areacd","period","measure"],"size":[12,1,4],"role":{},"dimension":{"areacd":{"label":"Area code","category":{"index":{"N09000001":0,"N09000002":1,"N09000003":2,"N09000004":3,"N09000005":4,"N09000006":5,"N09000007":6,"N09000008":7,"N09000009":8,"N09000010":9,"N09000011":10,"N92000002":11}}},"period":{"label":"Time period","category":{"index":{"2023-01-01/P1Y":0}}},"measure":{"label":"Measure","category":{"index":{"lci":0,"numerator":1,"uci":2,"value":3},"label":{"lci":"Lower confidence interval (95%)","numerator":"Numerator","uci":"Upper confidence interval (95%)","value":"Observation value"}}}},"value":[16.2,18000,23.5,19.8,17.8,30000,23.9,20.9,27.6,67000,33.3,30.5,26.3,25000,35,30.6,28.5,30000,36.9,32.7,21.8,18000,30.3,26,18.1,20000,25.3,21.7,15.9,17000,22.7,19.3,19.7,22000,26.9,23.3,16.3,22000,22.6,19.5,20,23000,27.3,23.6,23.6,290000,25.8,24.7],"status":{}},{"version":"2.0","class":"dataset","label":"Employment rate (Great Britain)","note":["Calculation of employment rate: number of employed people aged 16 to 64 years divided by the population aged 16 to 64 years. Population is the sum of employed plus unemployed plus inactive.\n\nThe ongoing challenges with response rates, response levels and weighting approach mean that labour market statistics based on both the Labour Force Survey (LFS) and Annual Population Survey (APS) will be considered [official statistics in development](https://osr.statisticsauthority.gov.uk/policies/official-statistics-policies/official-statistics-in-development/) until further review. 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Count","note":["Proportions of people claiming are the number of claimants divided by the population aged from 16 to 64 from mid-year 2021 population estimates.\n\nThe experimental Claimant Count consists of claimants of Jobseekers Allowance (JSA) and some Universal Credit (UC) Claimants. The UC claimants that are included are 1) those that were recorded as not in employment (May 2013-April 2015), and 2) those claimants of Universal Credit who are required to search for work, i.e. within the Searching for Work conditionality regime as defined by the Department for Work & Pensions (from April 2015 onwards).\n\nThe count is based on live claims on the second Thursday of the reference month.\n\nUnder certain circumstances, some people are able to claim both contribution-based JSA and UC at the same time. Consequently, there has been a small amount of double counting. 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median weekly pay","note":["For Great Britain data, 2024 estimates are provisional and relate to the pay period that includes 17 April 2024. Estimates for 2023 have been revised and relate to the pay period that includes 19 April 2023.\n\nThe country level figure for Northern Ireland has been sourced from Nomis rather than NISRA. This is to allow for confidence intervals.\n\nNorthern Ireland Local Government District data has been sourced from the [NISRA Data Portal](https://data.nisra.gov.uk/)."],"source":"Office for National Statistics, Northern Ireland Statistics and Research Agency","updated":"2024-10-29","extension":{"topic":"economy","subTopic":"pay and income","description":"This indicator shows the average (median) weekly pay based on where people live, in the UK, for a pay period that included a specified date in April 2008 to April 2024.","source":[{"name":"Office for National Statistics","href":"https://www.ons.gov.uk/employmentandlabourmarket/peopleinwork/earningsandworkinghours/bulletins/annualsurveyofhoursandearnings/previousReleases","date":"2024-10-29"},{"name":"Northern Ireland Statistics and Research Agency","href":"https://www.nisra.gov.uk/statistics/labour-market-and-social-welfare/annual-survey-hours-and-earnings","date":"2024-10-29"}],"slug":"gross-median-weekly-pay","code":"Gross median 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domestic product per head at current market prices","note":["This time series includes the effects of inflation and is most useful for comparison of levels between different areas.\n\n2023 data are provisional.\n\nData for the City of London has been excluded from the visualisations on this service due to its very high GDP figures and very low population, which distort the overall representation. 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domestic product per head in chained volume measures","note":["This time series has the effects of inflation removed by considering changes in quantity between consecutive periods, holding prices from previous periods constant and is most useful for monitoring growth over time within any given area.\n\n2023 data are provisional.\n\nData for the City of London has been excluded from the visualisations on this service due to its very high GDP figures and very low population, which distort the overall representation. Please refer to the accompanying dataset below or the [data source](https://www.ons.gov.uk/economy/grossdomesticproductgdp/bulletins/regionaleconomicactivitybygrossdomesticproductuk/previousreleases) for this information."],"source":"Office for National Statistics","updated":"2025-04-17","extension":{"topic":"economy","subTopic":"productivity","description":"This indicator shows gross domestic product (GDP) per head in chained volume measures (CVM) in 2019 money value, in pounds, in the UK, for 1998 to 2023.","source":[{"name":"Office for National Statistics","href":"https://www.ons.gov.uk/economy/grossdomesticproductgdp/bulletins/regionaleconomicactivitybygrossdomesticproductuk/previousreleases","date":"2025-04-17"}],"slug":"gross-domestic-product-per-head-chained-volume-measure","code":"Gross domestic product per head in chained volume measure","dataset":"gdp-per-head","prefix":"£","suffix":null,"subText":null,"decimalPlaces":0,"standardised":true,"subtitle":"GDP per head with the 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foreign direct investment","note":["Foreign direct investment (FDI) is cross-border investment made with the objective of establishing a lasting interest in the host economy. FDI is also defined by control relationships, where the direct investor (parent company) controls at least 10% of the voting power (ordinary shares) of the direct investment enterprise. These relationships can be measured in two directions:\n\n- outward: the direct investments of UK-resident companies in other countries \n\n- inward: the direct investments in the UK from non-resident companies"],"source":"Office for National Statistics","updated":"2023-04-24","extension":{"topic":"economy","subTopic":"spending and investment","description":"This indicator shows the total FDI international investment position in the UK (inward) at end period (official statistics in development), in Great Britain (Northern Ireland national figure included), for 2015 to 2021.","source":[{"name":"Office for National Statistics","href":"https://www.ons.gov.uk/economy/nationalaccounts/balanceofpayments/articles/foreigndirectinvestmentexperimentaluksubnationalstatistics/previousReleases","date":"2023-04-24"}],"slug":"inward-foreign-direct-investment","code":"Inward foreign direct investment","dataset":"foreign-direct-investment","prefix":"£","suffix":null,"subText":"in £ 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births","note":["A birth is identified as a business that was present in year t, but did not exist in year t-1 or t-2. Births are identified by making comparison of annual active population files and identifying those present in the latest file, but not the two previous ones. The birth rate is calculated using the number of births as a proportion of the active businesses. 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deaths","note":["A death is defined as a business that was on the active file in year t, but was no longer present in the active file in t+1 and t+2. In order to provide an early estimate of deaths, an adjustment has been made to the latest two years deaths to allow for reactivations. These figures are provisional and subject to revision. The death rate is calculated using the number of deaths as a proportion of the active businesses. Some of this data has been aggregated and may show differences to other published figures."],"source":"Office for National Statistics","updated":"2024-11-18","extension":{"topic":"economy","subTopic":"business","description":"This indicator shows the business deaths as a percentage of all active businesses, in the UK, for 2018 to 2023.","source":[{"name":"Office for National Statistics","href":"https://www.ons.gov.uk/businessindustryandtrade/business/activitysizeandlocation/bulletins/businessdemography/previousReleases","date":"2024-11-18"}],"slug":"business-deaths","code":"Business deaths","dataset":"business-demography","prefix":null,"suffix":"%","subText":null,"decimalPlaces":1,"standardised":true,"subtitle":"Percentage of businesses ceasing 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sion":"2.0","class":"dataset","label":"High growth businesses","note":["High growth measures all businesses with an average growth in employment of greater than 20%, per annum, over a three-year period. The size threshold used to identify these businesses is that they have 10 or more employees. The rate of high growth businesses is calculated using the number of high growth businesses as a proportion of the active businesses with 10 or more employees. 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additions to the housing stock (England)","note":["Net additional dwellings per 1,000 stock are available at an England, regional and local authority district level in DLUHC [net additional dwellings interactive dashboard](https://app.powerbi.com/view?r=eyJrIjoiZTE5YWQ3MDYtZmFjMC00N2YwLWIxM2EtYWY2NTk1NjExYjgwIiwidCI6ImJmMzQ2ODEwLTljN2QtNDNkZS1hODcyLTI0YTJlZjM5OTVhOCJ9)."],"source":"Ministry of Housing, Communities and Local Government","updated":"2024-11-28","extension":{"topic":"housing","subTopic":"housing","description":"This indicator shows the net additions to the dwelling stock (including new builds, conversions, changes of use, other gains/losses and offset by demolitions) per 1,000 stock, in England, for financial years ending from 2002 to 2024.","source":[{"name":"Ministry of Housing, Communities and Local 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additions to the housing stock (Wales)","note":["In Wales, the approach to housing stock is very similar to that in England, using the Census and adding a measure of net supply for each intervening year. However, there may be a small negative bias in the net supply estimate for Wales compared to the rest of the UK since they do not include new builds certified by Approved Inspectors and they have no way of incorporating gains or losses due to Change of Use.\n\nPlease note that data is rounded to even."],"source":"Welsh Government","updated":"2025-04-03","extension":{"topic":"housing","subTopic":"housing","description":"This indicator shows the net additions to the dwelling stock (including new builds, conversions, changes of use, other gains/losses and offset by demolitions) per 1,000 stock, in Wales, for financial years ending 2002 to 2024.","source":[{"name":"Welsh Government","href":"https://statswales.gov.wales/Catalogue/Housing/Dwelling-Stock-Estimates/dwellingstockestimates-by-localauthority-tenure","date":"2025-04-03"}],"slug":"net-additions-housing-stock-wales","code":"Net additions to the housing stock (per 1,000 stock) (Wales)","dataset":"net-additions-to-the-housing-stock-wales","prefix":null,"suffix":null,"subText":"per 1,000 stock","decimalPlaces":0,"standardised":true,"subtitle":"Net additions to the stock of dwellings per 1,000 dwellings","isMultivariate":false,"confidenceIntervals":true,"canBeNegative":false,"zeroBaseline":true,"frequency":"annual","periodFormat":"financial-year","measure":"Net additional dwellings per 1,000 stock","unit":"Net additional dwellings per 1,000 stock","polarity":-1,"experimentalStatistic":false,"geography":{"countries":["W"],"levels":["ctry","rgn","utla","ltla"],"types":["W06","W92"],"year":2025,"initialLevel":"ltla"}},"id":["areacd","period","measure"],"size":[23,23,1],"role":{"geo":["areacd"],"time":["period"]},"dimension":{"areacd":{"label":"Area code","category":{"index":{"W06000001":0,"W06000002":1,"W06000003":2,"W06000004":3,"W06000005":4,"W06000006":5,"W06000008":6,"W06000009":7,"W06000010":8,"W06000011":9,"W06000012":10,"W06000013":11,"W06000014":12,"W06000015":13,"W06000016":14,"W06000018":15,"W06000019":16,"W06000020":17,"W06000021":18,"W06000022":19,"W06000023":20,"W06000024":21,"W92000004":22}}},"period":{"label":"Time period","category":{"index":{"2001-04-01/P1Y":0,"2002-04-01/P1Y":1,"2003-04-01/P1Y":2,"2004-04-01/P1Y":3,"2005-04-01/P1Y":4,"2006-04-01/P1Y":5,"2007-04-01/P1Y":6,"2008-04-01/P1Y":7,"2009-04-01/P1Y":8,"2010-04-01/P1Y":9,"2011-04-01/P1Y":10,"2012-04-01/P1Y":11,"2013-04-01/P1Y":12,"2014-04-01/P1Y":13,"2015-04-01/P1Y":14,"2016-04-01/P1Y":15,"2017-04-01/P1Y":16,"2018-04-01/P1Y":17,"2019-04-01/P1Y":18,"2020-04-01/P1Y":19,"2021-04-01/P1Y":20,"2022-04-01/P1Y":21,"2023-04-01/P1Y":22}}},"measure":{"label":"Measure","category":{"index":{"value":0},"label":{"value":"Observation value"}}}},"value":[10,9,12,9,9,9,9,9,12,9,3,9,3,6,6,6,6,6,6,8,3,8,3,7,7,7,7,7,8,8,8,7,7,3,3,3,3,3,3,5,5,5,2,3,0,2,8,10,11,11,7,7,9,7,9,7,2,4,4,4,4,3,3,3,3,3,5,3,2,2,5,5,0,0,2,5,0,2,2,21,18,13,18,17,15,17,14,16,16,6,4,4,6,5,5,8,5,6,6,5,2,6,5,6,6,6,7,9,9,7,7,8,3,4,3,4,5,7,9,7,12,14,5,5,2,7,3,5,5,3,5,2,3,2,3,2,3,5,6,3,9,3,6,6,3,3,3,6,6,6,6,6,6,6,8,6,5,5,5,5,5,11,13,11,12,14,12,12,10,10,8,3,5,6,6,6,6,6,6,8,5,3,3,3,4,6,9,9,12,11,11,7,8,7,8,7,7,7,8,6,7,5,4,2,3,3,2,10,9,9,8,10,9,10,9,8,6,6,6,6,4,6,5,4,5,4,3,3,2,3,10,5,5,5,6,5,6,3,6,5,5,3,5,5,6,3,2,3,5,2,2,0,2,14,7,12,12,10,13,10,8,10,7,6,5,8,8,9,5,6,8,5,6,3,3,2,14,13,11,11,9,7,5,5,5,4,0,4,4,7,12,16,14,8,17,5,8,7,6,14,15,18,15,17,21,15,16,10,9,5,4,4,4,5,5,5,6,7,6,5,6,7,2,9,7,8,7,6,6,6,5,5,5,6,6,6,6,6,6,4,3,4,1,2,2,10,5,3,5,7,11,12,7,5,5,4,6,5,5,4,3,3,3,3,4,2,5,2,0,3,0,0,3,3,3,3,0,3,3,3,3,3,3,3,0,3,3,3,0,6,0,3,3,0,5,3,5,8,3,5,5,5,5,7,5,5,5,7,9,7,7,5,2,2,13,8,13,13,5,8,5,10,5,5,7,7,10,7,7,7,7,9,12,9,5,7,7,10,10,3,8,10,8,8,8,10,5,8,9,6,11,14,15,13,9,6,4,3,6,7,12,12,12,13,10,10,8,6,10,6,6,8,6,6,5,5,6,3,6,3,3,3,1,0,4,8,4,8,4,12,8,8,8,4,8,4,4,7,4,7,0,7,4,4,0,0,8,8,8,9,9,9,9,8,7,6,6,6,6,6,6,6,6,6,6,5,4,4,3],"status":{}},{"version":"2.0","class":"dataset","label":"Net additions to the housing stock (Northern Ireland)","note":["In line with The Rates (Northern Ireland) Order 1977, Housing Stock is defined as a count of properties which are valued as domestic or mixed for the purposes of rating. 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3 or above qualifications (Great Britain)","note":["The ongoing challenges with response rates, response levels and weighting approach mean that labour market statistics based on both the Labour Force Survey (LFS) and Annual Population Survey (APS) will be considered [official statistics in development](https://osr.statisticsauthority.gov.uk/policies/official-statistics-policies/official-statistics-in-development/) until further review. Because of increased volatility of LFS and APS estimates, estimates of change should be treated with additional caution.\n\nPlease note that this indicator previously used National Vocational Qualification (NVQ) level 3+ qualifications data but has been updated to the Regulated Qualifications Framework (RQF) level 3+ qualifications data."],"source":"Office for National Statistics","updated":"2024-04-16","extension":{"topic":"education and skills","subTopic":"attainment and participation","description":"This indicator shows the percentage of the population aged 16 to 64 with Regulated Qualifications Framework (RQF) level 3+ qualifications (official statistics in development), in Great Britain (Northern Ireland national figure included), for 2022 to 2023.","source":[{"name":"Office for National Statistics","href":"https://www.nomisweb.co.uk/datasets/apsnew","date":"2024-04-16"}],"slug":"level-3-or-above-qualifications","code":"Proportion of the population aged 16 – 64 with level 3+ 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It is therefore not possible to directly compare assessment outcomes from 2021/22 onwards with earlier years.\n\nResults are published by DfE and there are some differences between the results broken down by upper tier local authorities (based on the location of the submitting authority) and those by lower tier local authorities (based on the postcode of the school or provider). For more information, please refer to [Early years foundation stage profile results Methodology](https://explore-education-statistics.service.gov.uk/methodology/early-years-foundation-stage-profile-results-methodology).\n\nSome of this data has been aggregated and may show differences to other published figures."],"source":"Department for Education","updated":"2024-11-28","extension":{"topic":"education and skills","subTopic":"early-years learning","description":"This indicator shows the Early years foundation stage profile outcomes of five year olds. 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It is therefore not possible to directly compare assessment outcomes from 2021/22 onwards with earlier years.\n\nResults are published by DfE and there are some differences between the results broken down by upper tier local authorities (based on the location of the submitting authority) and those by lower tier local authorities (based on the postcode of the school or provider). For more information, please refer to [Early years foundation stage profile results Methodology](https://explore-education-statistics.service.gov.uk/methodology/early-years-foundation-stage-profile-results-methodology).\n\nSome of this data has been aggregated and may show differences to other published figures."],"source":"Department for Education","updated":"2024-11-28","extension":{"topic":"education and skills","subTopic":"early-years learning","description":"This indicator shows the Early years foundation stage profile outcomes of five year olds. 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It is therefore not possible to directly compare assessment outcomes from 2021/22 onwards with earlier years.\n\nResults are published by DfE and there are some differences between the results broken down by upper tier local authorities (based on the location of the submitting authority) and those by lower tier local authorities (based on the postcode of the school or provider). For more information, please refer to [Early years foundation stage profile results Methodology](https://explore-education-statistics.service.gov.uk/methodology/early-years-foundation-stage-profile-results-methodology).\n\nSome of this data has been aggregated and may show differences to other published figures."],"source":"Department for Education","updated":"2024-11-28","extension":{"topic":"education and skills","subTopic":"early-years learning","description":"This indicator shows the Early years foundation stage profile outcomes of five year olds. 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absences for pupils eligible for free school meals","note":["Data is not available for academic year 2019/20.\n\nSessions recorded as not attending due to COVID circumstances are included as possible sessions in 2020/21 and 2021/22 only, but not as an absence within absence rates."],"source":"Department for Education","updated":"2025-03-21","extension":{"topic":"education and skills","subTopic":"school attendance","description":"This indicator shows the percentage of pupils in state-funded primary, state-funded secondary and special schools who have been eligible for free school meals in the past 6 years that were persistently absent (those absent for 10% of schooling sessions) during the academic year, in England (state-funded schools), for academic years 2017/18 to 2023/24.","source":[{"name":"Department for 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Learners starting more than one apprenticeship will appear more than once.\n\nGeography is based upon the home postcode of the learner.\n\nFigures for all academic years cover the twelve months (Aug to Jul) and are final full year figures.\n\nFigures produced by each UK nation may differ due to differing sources, time periods, age analysed or differences in methodologies so they are not directly comparable."],"source":"Department for Education","updated":"2024-11-28","extension":{"topic":"education and skills","subTopic":"apprenticeships","description":"This indicator shows apprenticeships started by adults aged 16+ based on home address, rate per 100,000 population, in England, for full academic years 2018/19 to 2023/24.","source":[{"name":"Department for Education","href":"https://explore-education-statistics.service.gov.uk/find-statistics/further-education-and-skills","date":"2024-11-28"}],"slug":"apprenticeship-starts","code":"Apprenticeship starts 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starts (Northern Ireland)","note":["Starts refer to the number of participants who are in the first year of an apprenticeship programme.\n\nData relate to participants who have been on their course 28 days or more.\n\nGeography is based upon the home postcode of the learner.\n\nApprenticeshipsNI includes levels 2 and 3.\n\nHigher Level Apprenticeships (HLA) at further education (FE) colleges in Northern Ireland and the College of Agriculture, Food and Rural Enterprise (CAFRE) includes levels 4, 5 and 6.\n\nHLA at Higher Education Institutions (HEIs) in Northern Ireland includes levels 6 and 7.\n\n[2023 mid-year population estimates for Northern Ireland](https://www.nisra.gov.uk/publications/2023-mid-year-population-estimates-northern-ireland-and-estimates-population-aged-85) have been used to create a rate per 100,000 population.\n\nFigures produced by each UK nation may differ due to differing sources, time periods, age analysed or differences in methodologies so they are not directly comparable."],"source":"Department for the Economy (Northern Ireland) ApprenticeshipsNI, Further Education colleges and CAFRE, Higher Education Institutions","updated":"2025-06-12","extension":{"topic":"education and skills","subTopic":"apprenticeships","description":"This indicator shows apprenticeships started by adults aged 16+ based on home address, rate per 100,000 population, in Northern Ireland, for full academic years 2019/20 to 2022/23","source":[{"name":"Department for the Economy (Northern Ireland) ApprenticeshipsNI","href":"https://www.economy-ni.gov.uk/publications/apprenticeshipsni-ad-hoc-tables","date":"2025-06-12"},{"name":"Further Education colleges and CAFRE","href":"https://www.economy-ni.gov.uk/publications/higher-level-apprenticeships-further-education-academic-year-202324","date":"2025-01-31"},{"name":"Higher Education Institutions","href":"https://www.economy-ni.gov.uk/articles/higher-level-apprenticeships-northern-ireland-heis-statistical-fact-sheets","date":"2025-05-28"}],"slug":"apprenticeship-starts-ni","code":"Apprenticeships starts (Northern Ireland)","dataset":"apprenticeships-starts-ni","prefix":null,"suffix":null,"subText":"per 100,000 population","decimalPlaces":0,"standardised":true,"subtitle":"Apprenticeship programme starts by people aged 16 or above, per 100,000 people","isMultivariate":false,"confidenceIntervals":true,"canBeNegative":false,"zeroBaseline":true,"frequency":"annual","periodFormat":"academic-year","measure":"Rate per 100,000 population","unit":"Rate per 100,000 population","polarity":1,"experimentalStatistic":false,"geography":{"countries":["N"],"levels":["ctry","rgn","utla","ltla"],"types":["N09","N92"],"year":2025,"initialLevel":"ltla"}},"id":["areacd","period","measure"],"size":[12,4,1],"role":{"geo":["areacd"],"time":["period"]},"dimension":{"areacd":{"label":"Area code","category":{"index":{"N09000001":0,"N09000002":1,"N09000003":2,"N09000004":3,"N09000005":4,"N09000006":5,"N09000007":6,"N09000008":7,"N09000009":8,"N09000010":9,"N09000011":10,"N92000002":11}}},"period":{"label":"Time period","category":{"index":{"2019-08-01/P1Y":0,"2020-08-01/P1Y":1,"2021-08-01/P1Y":2,"2022-08-01/P1Y":3}}},"measure":{"label":"Measure","category":{"index":{"value":0},"label":{"value":"Observation value"}}}},"value":[329.8844105805446,320.4189563989044,455.2664294594247,386.3313902801757,341.58433456287884,367.69255245806005,536.6276143771726,516.1094897739255,275.77428935086976,305.9949144507176,342.23134839151265,259.57516316660394,322.1453136563493,349.54951805860196,524.0373661426293,355.8969041363129,534.0981731319181,835.2136867275116,750.1030130258921,466.0906436930532,360.3937110753016,722.4740650335629,635.9127953033608,517.4040849974509,277.66691857651125,285.5067322149578,332.4546233020468,291.0867237687366,335.18958606746355,267.6118741692512,454.9228839460806,387.95573777719,456.6369213608477,649.3506493506494,685.6876714219178,636.5700915284565,366.70047593040493,388.9289603575318,582.3317180895581,476.77648465243834,256.1263154722894,296.20186719658057,384.5322641945316,305.4444923378766,343.1632470901469,416.1781131096106,501.125041875826,408.64948445475267],"status":{}},{"version":"2.0","class":"dataset","label":"Apprenticeship starts (Scotland)","note":["Geography is based upon the home postcode of the learner.\n\nFrom 2013/14 to 2017/18, Modern Apprenticeship (MA) data was reported by Scottish Vocational Qualification (SVQ) level (2, 3, 4 and 5). From 2018/19, SDS began to phase out reporting by SVQ level to instead report by the Scottish Credit and Qualifications Framework (SCQF) levels. Therefore from 2018/19, any data relating to MA starts is reported by SCQF level only, with residual data including both SVQ and SCQF levels. Please refer back to the Modern Apprenticeship Statistics [user guide](https://www.skillsdevelopmentscotland.co.uk/media/qp3jhkdz/modern-apprenticeship-user-guide.pdf) for more information.\n\nThe [Scotland population time series data](https://www.nrscotland.gov.uk/publications/population-estimates-time-series-data/) is used to create a rate per 100,000 population and are currently available for the years up to mid-2023.\n\nFigures produced by each UK nation may differ due to differing sources, time periods, age analysed or differences in methodologies so they are not directly comparable."],"source":"Skills Development Scotland","updated":"2025-05-13","extension":{"topic":"education and skills","subTopic":"apprenticeships","description":"This indicator shows modern apprenticeships started by adults aged 16+ based on home address, rate per 100,000 population, in Scotland, for financial years ending 2014 to 2025.","source":[{"name":"Skills Development Scotland","href":"https://www.skillsdevelopmentscotland.co.uk/publications-statistics/statistics/modern-apprenticeships","date":"2025-05-13"}],"slug":"apprenticeship-starts-scotland","code":"Apprenticeship starts (Scotland)","dataset":"apprenticeships-scotland","prefix":null,"suffix":null,"subText":"per 100,000 population","decimalPlaces":0,"standardised":true,"subtitle":"Modern apprenticeship programme starts by people aged 16 or above, per 100,000 people","isMultivariate":false,"confidenceIntervals":true,"canBeNegative":false,"zeroBaseline":true,"frequency":"annual","periodFormat":"financial-year","unit":"Rate per 100,000 population","measure":"Rate per 100,000 population","experimentalStatistic":false,"geography":{"countries":["S"],"levels":["ctry","rgn","utla","ltla"],"types":["S12","S92"],"year":2017,"initialLevel":"ltla"}},"id":["areacd","period","measure"],"size":[37,12,1],"role":{"geo":["areacd"],"time":["period"]},"dimension":{"areacd":{"label":"Area 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achievements (Scotland)","note":["Geography is based upon the home postcode of the learner.\n\nFrom 2013/14 to 2017/18, Modern Apprenticeship (MA) data was reported by Scottish Vocational Qualification (SVQ) level (2, 3, 4 and 5). From 2018/19, SDS began to phase out reporting by SVQ level to instead report by the Scottish Credit and Qualifications Framework (SCQF) levels. Therefore from 2018/19, any data relating to MA starts is reported by SCQF level only, with residual data including both SVQ and SCQF levels. Please refer back to the Modern Apprenticeship Statistics [user guide](https://www.skillsdevelopmentscotland.co.uk/media/qp3jhkdz/modern-apprenticeship-user-guide.pdf) for more information.\n\nThe [Scotland population time series data](https://www.nrscotland.gov.uk/publications/population-estimates-time-series-data/) is used to create a rate per 100,000 population and are currently available for the years up to mid-2023.\n\nFigures produced by each UK nation may differ due to differing sources, time periods, age analysed or differences in methodologies so they are not directly comparable."],"source":"Skills Development Scotland","updated":"2025-05-13","extension":{"topic":"education and skills","subTopic":"apprenticeships","description":"This indicator shows modern apprenticeships achieved by adults aged 16+ based on home address, rate per 100,000 population, in Scotland, for financial years ending 2014 to 2025.","source":[{"name":"Skills Development Scotland","href":"https://www.skillsdevelopmentscotland.co.uk/publications-statistics/statistics/modern-apprenticeships","date":"2025-05-13"}],"slug":"apprenticeship-achievements-scotland","code":"Apprenticeship achievements (Scotland)","dataset":"apprenticeships-scotland","prefix":null,"suffix":null,"subText":"per 100,000 population","decimalPlaces":0,"standardised":true,"subtitle":"Modern apprenticeship programme achievements by people aged 16 or above, per 100,000 people","isMultivariate":false,"confidenceIntervals":true,"canBeNegative":false,"zeroBaseline":true,"frequency":"annual","periodFormat":"financial-year","unit":"Rate per 100,000 population","measure":"Rate per 100,000 population","experimentalStatistic":false,"geography":{"countries":["S"],"levels":["ctry","rgn","utla","ltla"],"types":["S12","S92"],"year":2017,"initialLevel":"ltla"}},"id":["areacd","period","measure"],"size":[37,12,1],"role":{"geo":["areacd"],"time":["period"]},"dimension":{"areacd":{"label":"Area 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weight prevalence in children at reception age","note":["The data presented only includes children participating in the National Child Measurement Programme (NCMP) in state maintained schools, any measurements taken at independent and special schools are excluded from the analysis.\n\nChildren are classified as (centiles are of the British 1990 growth reference (UK90) according to age and sex):\n\n- Underweight if their body mass index (BMI) is less than the 2nd centile.\n\n- Healthy weight if their body mass index (BMI) is between the 2nd and less than the 85th centile.\n\n- Overweight if their body mass index (BMI) is on or above the 85th centile, but less than the 95th centile.\n\n- Living with obesity if their body mass index (BMI) is on or above the 95th centile.\n\n The data source combines the City of London totals with Hackney, and the Isles of Scilly totals with Cornwall to prevent potential disclosure of individuals. Explore Local Statistics cannot visualise data for combined areas so please refer to the original data source for this data. \n\n Impact of Covid: Usually 95% of the state sector pupils are covered by these data. Coverage reduced in 2019/20 to 75% and further in 2020/21 to around 10%. As a result completeness is low especially in 2020/21 when few Local Authorities can be published. By 2021/22 coverage, at 92%, was almost back to normal levels. 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potential disclosure of individuals. Explore Local Statistics cannot visualise data for combined areas so please refer to the original data source for this data. \n\n Impact of Covid: Usually 95% of the state sector pupils are covered by these data. Coverage reduced in 2019/20 to 75% and further in 2020/21 to around 10%. As a result completeness is low especially in 2020/21 when few Local Authorities can be published. By 2021/22 coverage, at 92%, was almost back to normal levels. 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disclosure of individuals. Explore Local Statistics cannot visualise data for combined areas so please refer to the original data source for this data. \n\n Impact of Covid: Usually 95% of the state sector pupils are covered by these data. Coverage reduced in 2019/20 to 75% and further in 2020/21 to around 10%. As a result completeness is low especially in 2020/21 when few Local Authorities can be published. By 2021/22 coverage, at 92%, was almost back to normal levels. Further information is available from the data supplier."],"source":"Office for Health Improvement and Disparities","updated":"2024-11-05","extension":{"topic":"health and wellbeing","subTopic":"healthy living","description":"This indicator shows the percentage of children aged 4-5 years (reception age) classified as living with obesity (including severe obesity), in England, for academic years 2006/07 to 2023/24.","source":[{"name":"Office for Health Improvement and Disparities","href":"https://fingertips.phe.org.uk/profile/obesity-physical-activity-nutrition/data#page/1/gid/8000011/pat/159/par/K02000001/ati/15/are/E92000001/yrr/1/cid/4/tbm/1","date":"2024-11-05"}],"slug":"obese-children-reception","code":"Aged four to five years obese","dataset":"child-obesity","prefix":null,"suffix":"%","subText":null,"decimalPlaces":1,"standardised":true,"subtitle":"Percentage of children aged 4 to 5 classified as living with 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disclosure of individuals. Explore Local Statistics cannot visualise data for combined areas so please refer to the original data source for this data. \n\n Impact of Covid: Usually 95% of the state sector pupils are covered by these data. Coverage reduced in 2019/20 to 75% and further in 2020/21 to around 10%. As a result completeness is low especially in 2020/21 when few Local Authorities can be published. By 2021/22 coverage, at 92%, was almost back to normal levels. Further information is available from the data supplier."],"source":"Office for Health Improvement and Disparities","updated":"2024-11-05","extension":{"topic":"health and wellbeing","subTopic":"healthy living","description":"This indicator shows the percentage of children aged 10-11 years (Year 6 age) classified as living with obesity (including severe obesity), in England, for academic years 2006/07 to 2023/24.","source":[{"name":"Office for Health Improvement and Disparities","href":"https://fingertips.phe.org.uk/profile/obesity-physical-activity-nutrition/data#page/1/gid/8000011/pat/159/par/K02000001/ati/15/are/E92000001/yrr/1/cid/4/tbm/1","date":"2024-11-05"}],"slug":"obese-children-year-6","code":"Aged 10 to 11 years obese","dataset":"child-obesity","prefix":null,"suffix":"%","subText":null,"decimalPlaces":1,"standardised":true,"subtitle":"Percentage of children aged 10 to 11 classified as living with 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potential disclosure of individuals. Explore Local Statistics cannot visualise data for combined areas so please refer to the original data source for this data. \n\n Impact of Covid: Usually 95% of the state sector pupils are covered by these data. Coverage reduced in 2019/20 to 75% and further in 2020/21 to around 10%. As a result completeness is low especially in 2020/21 when few Local Authorities can be published. By 2021/22 coverage, at 92%, was almost back to normal levels. Further information is available from the data supplier."],"source":"Office for Health Improvement and Disparities","updated":"2024-11-05","extension":{"topic":"health and wellbeing","subTopic":"healthy living","description":"This indicator shows the percentage of children aged 4-5 years (reception age) classified as overweight, in England, for academic years 2006/07 to 2023/24.","source":[{"name":"Office for Health Improvement and Disparities","href":"https://fingertips.phe.org.uk/profile/obesity-physical-activity-nutrition/data#page/1/gid/8000011/pat/159/par/K02000001/ati/15/are/E92000001/yrr/1/cid/4/tbm/1","date":"2024-11-05"}],"slug":"overweight-children-reception","code":"Aged four to five years overweight","dataset":"child-obesity","prefix":null,"suffix":"%","subText":null,"decimalPlaces":1,"standardised":true,"subtitle":"Percentage of children aged 4 to 5 classified as 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disclosure of individuals. Explore Local Statistics cannot visualise data for combined areas so please refer to the original data source for this data. \n\n Impact of Covid: Usually 95% of the state sector pupils are covered by these data. Coverage reduced in 2019/20 to 75% and further in 2020/21 to around 10%. As a result completeness is low especially in 2020/21 when few Local Authorities can be published. By 2021/22 coverage, at 92%, was almost back to normal levels. Further information is available from the data supplier."],"source":"Office for Health Improvement and Disparities","updated":"2024-11-05","extension":{"topic":"health and wellbeing","subTopic":"healthy living","description":"This indicator shows the percentage of children aged 10-11 years (Year 6 age) classified as overweight, in England, for academic years 2006/07 to 2023/24.","source":[{"name":"Office for Health Improvement and Disparities","href":"https://fingertips.phe.org.uk/profile/obesity-physical-activity-nutrition/data#page/1/gid/8000011/pat/159/par/K02000001/ati/15/are/E92000001/yrr/1/cid/4/tbm/1","date":"2024-11-05"}],"slug":"overweight-children-year-6","code":"Aged 10 to 11 years overweight","dataset":"child-obesity","prefix":null,"suffix":"%","subText":null,"decimalPlaces":1,"standardised":true,"subtitle":"Percentage of children aged 10 to 11 classified as 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potential disclosure of individuals. Explore Local Statistics cannot visualise data for combined areas so please refer to the original data source for this data. \n\n Impact of Covid: Usually 95% of the state sector pupils are covered by these data. Coverage reduced in 2019/20 to 75% and further in 2020/21 to around 10%. As a result completeness is low especially in 2020/21 when few Local Authorities can be published. By 2021/22 coverage, at 92%, was almost back to normal levels. Further information is available from the data supplier."],"source":"Office for Health Improvement and Disparities","updated":"2024-11-05","extension":{"topic":"health and wellbeing","subTopic":"healthy living","description":"This indicator shows the percentage of children aged 4-5 years (reception age) classified as underweight, in England, for academic years 2006/07 to 2023/24.","source":[{"name":"Office for Health Improvement and Disparities","href":"https://fingertips.phe.org.uk/profile/obesity-physical-activity-nutrition/data#page/1/gid/8000011/pat/159/par/K02000001/ati/15/are/E92000001/yrr/1/cid/4/tbm/1","date":"2024-11-05"}],"slug":"underweight-children-reception","code":"Aged four to five years underweight","dataset":"child-obesity","prefix":null,"suffix":"%","subText":null,"decimalPlaces":1,"standardised":true,"subtitle":"Percentage of children aged 4 to 5 classified as 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disclosure of individuals. Explore Local Statistics cannot visualise data for combined areas so please refer to the original data source for this data. \n\n Impact of Covid: Usually 95% of the state sector pupils are covered by these data. Coverage reduced in 2019/20 to 75% and further in 2020/21 to around 10%. As a result completeness is low especially in 2020/21 when few Local Authorities can be published. By 2021/22 coverage, at 92%, was almost back to normal levels. Further information is available from the data supplier."],"source":"Office for Health Improvement and Disparities","updated":"2024-11-05","extension":{"topic":"health and wellbeing","subTopic":"healthy living","description":"This indicator shows the percentage of children aged 10-11 years (Year 6 age) classified as underweight, in England, for academic years 2006/07 to 2023/24.","source":[{"name":"Office for Health Improvement and Disparities","href":"https://fingertips.phe.org.uk/profile/obesity-physical-activity-nutrition/data#page/1/gid/8000011/pat/159/par/K02000001/ati/15/are/E92000001/yrr/1/cid/4/tbm/1","date":"2024-11-05"}],"slug":"underweight-children-year-6","code":"Aged 10 to 11 years underweight","dataset":"child-obesity","prefix":null,"suffix":"%","subText":null,"decimalPlaces":1,"standardised":true,"subtitle":"Percentage of children aged 10 to 11 classified as 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diagnosis at stage 1 and 2","note":["Due to the impact of the COVID-19 pandemic on both clinical and data quality arrangements, the ability to obtain stage data for cancer registrations was reduced for the 2019 and 2020 diagnosis years. In 2019, the proportion of stageable cancer diagnoses with a registered stage fell from 85% in 2018 to 76%. For the 2020 diagnosis year, stage completeness increased to 81%.\n\nThe data source combines the Isles of Scilly totals with Cornwall to prevent potential disclosure of individuals. 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considered preventable for those aged under 75 per 100,000 population, in Northern Ireland, for 2001-2003 to 2021-2023.","source":[{"name":"Northern Ireland Department of Health","href":"https://www.health-ni.gov.uk/articles/health-inequalities-data-requested-during-202526","date":"2025-09-04"}],"slug":"cardiovascular-mortality-persons-aged-under-75-ni","code":"Under 75 mortality rate from circulatory diseases considered preventable (per 100,000 population) (Northern Ireland)","dataset":"preventable-cardiovascular-mortality-ni","prefix":null,"suffix":null,"subText":"per 100,000 population","decimalPlaces":1,"standardised":true,"subtitle":"Age-standardised mortality from cardiovascular diseases considered preventable for people aged under 75, per 100,000 people","isMultivariate":false,"confidenceIntervals":true,"canBeNegative":false,"zeroBaseline":true,"frequency":"annual","periodFormat":"2-year","measure":"Rate per 100,000 population","unit":"Rate per 100,000 population","polarity":-1,"experimentalStatistic":false,"geography":{"countries":["N"],"levels":["ctry","rgn","utla","ltla"],"types":["N09","N92"],"year":2025,"initialLevel":"ltla"}},"id":["areacd","period","measure"],"size":[12,21,3],"role":{"geo":["areacd"],"time":["period"]},"dimension":{"areacd":{"label":"Area code","category":{"index":{"N09000001":0,"N09000002":1,"N09000003":2,"N09000004":3,"N09000005":4,"N09000006":5,"N09000007":6,"N09000008":7,"N09000009":8,"N09000010":9,"N09000011":10,"N92000002":11}}},"period":{"label":"Time 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rate from coronary heart disease or cerebrovascular disease (Scotland)","note":["Data are based on year of death registration.\n\nData relate to all deaths that occurred in Scotland. This includes those who are resident outwith Scotland, those with no fixed abode and those with unknown residence.\n\nData includes underlying cause of death from coronary heart disease (ICD-10 code I20-I25) or cerebrovascular disease (ICD-10 code I60-I69).\n\nAge standardised rates calculated using the direct method, standardised to the 2013 European Standard Population (ESP2013). National Records of Scotland Population Estimates were used in the calculation of the crude and standardised rates."],"source":"Public Health Scotland Cardiac Audit Programme, Public Health Scotland Stroke statistics","updated":"2025-01-28","extension":{"topic":"health and wellbeing","subTopic":"disease and preventable mortality","description":"This indicator shows the age-standardised mortality rate from coronary heart disease or cerebrovascular disease for those aged under 75 per 100,000 population, in Scotland, for 2001 to 2023.","source":[{"name":"Public Health Scotland Cardiac Audit Programme","href":"https://publichealthscotland.scot/publications/show-all-releases?id=114742","date":"2024-10-29"},{"name":"Public Health Scotland Stroke statistics","href":"https://publichealthscotland.scot/publications/show-all-releases?id=20500","date":"2025-01-28"}],"slug":"mortality-rate-coronary-heart-disease-scotland","code":"Under 75 mortality rate from coronary heart disease or cerebrovascular disease (per 100,000 population) (Scotland)","dataset":"mortality-rate-from-coronary-heart-disease-scotland","prefix":null,"suffix":null,"subText":"per 100,000 population","decimalPlaces":1,"standardised":true,"subtitle":"Age-standardised mortality rate from coronary heart disease or cerebrovascular disease for people aged under 75, per 100,000 people","isMultivariate":false,"confidenceIntervals":true,"canBeNegative":false,"zeroBaseline":true,"frequency":"annual","periodFormat":"year","measure":"Rate per 100,000 population","unit":"Rate per 100,000 population","polarity":-1,"experimentalStatistic":false,"geography":{"countries":["S"],"levels":["ctry","rgn","utla","ltla"],"types":["S12","S92"],"year":2025,"initialLevel":"ltla"}},"id":["areacd","period","measure"],"size":[33,23,3],"role":{"geo":["areacd"],"time":["period"]},"dimension":{"areacd":{"label":"Area 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healthy life expectancy","note":["Coverage is limited to England and Wales. Estimates for Scotland and Northern Ireland will be added when Scottish 2022 census health data and 2023 population estimates for Northern Irish local government districts are available.\n\nThe estimates in this indicator have been produced using an interim methodological fix. The decline in sample size of the Annual Population Survey has impaired our ability to continue using the previous method to estimate age-specific prevalence of good general health by local authority. We therefore used logistic regression to estimate good health prevalence instead of using the survey's observed prevalence. This enables continuity in local area reporting with a viable, comparable time series. 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Estimates for Scotland and Northern Ireland will be added when Scottish 2022 census health data and 2023 population estimates for Northern Irish local government districts are available.\n\nThe estimates in this indicator have been produced using an interim methodological fix. The decline in sample size of the Annual Population Survey has impaired our ability to continue using the previous method to estimate age-specific prevalence of good general health by local authority. We therefore used logistic regression to estimate good health prevalence instead of using the survey's observed prevalence. This enables continuity in local area reporting with a viable, comparable time series. ONS is currently conducting a review of data sources to assess their future potential to provide robust, reliable and durable measures of health status."],"source":"Office for National Statistics","updated":"2025-01-16","extension":{"topic":"health and wellbeing","subTopic":"life expectancy","description":"This indicator shows the average years expected to be lived in good health for males born during the reference period (official statistics in development), in England and Wales, for three-year rolling periods between 2011 to 2013 and 2021 to 2023.","source":[{"name":"Office for National Statistics","href":"https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/healthandlifeexpectancies/bulletins/healthstatelifeexpectanciesuk/previousReleases#","date":"2025-01-16"}],"slug":"healthy-life-expectancy-male","code":"Male healthy life 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gas consumption","note":["These figures are based on meter level gas consumption data. Those meters with an annual consumption less than 73,200 kWh are classified as domestic meters. This means that some small industrial and commercial consumers will be classified as domestic.\n\nThese estimates are weather-corrected. This means that the effect of differences in weather conditions between years has been removed to provide more like for like comparisons over time.\n\nThe precise time periods covered by different years of data differ:\n- Prior to 2015: October – September (same period as 2015)\n- 2015: October 2014 – September 2015\n- 2016: mid-July 2016 – mid-July 2017\n- 2017: mid-June 2017 – mid-June 2018\n- 2018: mid-May 2018 – mid-May 2019\n- 2019 onwards: same pattern as 2018"],"source":"Department for Energy Security and Net Zero","updated":"2024-12-19","extension":{"topic":"environment","subTopic":"environment","description":"This indicator shows median domestic gas consumption (kWh), in Great Britain, for 2012 to 2023.","source":[{"name":"Department for Energy Security and Net Zero","href":"https://www.gov.uk/government/collections/sub-national-gas-consumption-data","date":"2024-12-19"}],"slug":"domestic-gas-consumption","code":"Gas 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gas emissions","note":["Greenhouse gas emissions (tCO2e) per capita refers to the average amount of greenhouse gas emissions produced by each person in a specific area over a year. This metric is calculated by dividing the total greenhouse gas emissions of an area by its population. The result is expressed in tonnes of CO2 equivalent (tCO2e) per person.\n\nGreenhouse gas emissions here include territorial emissions of carbon dioxide (CO2), methane (CH4) and nitrous oxide (N2O).\n\nEmissions are reported against the areas where they occurred except for emissions associated with energy supply that are distributed to the areas based on where the 'end-use' of the energy occurred and emissions from waste that have been distributed based on the waste arising in each area.\n\nEmissions data is from UK local authority greenhouse gas emissions estimates where some emissions can't be fully allocated to individual local authorities for technical or disclosure reasons.\n\nSome of this data has been aggregated and may show differences to other published figures.\n\nEmissions data is also visualised on [Local Authority Greenhouse Gas Map.](https://naei.energysecurity.gov.uk/laghgapp/)"],"source":"Department for Energy Security and Net 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For quarters from July 2020 (2020-07) to April 2021 (2021-04), the population figures were sourced from 2019 estimates. 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about chain supermarkets in the UK is from the Geolytix Supermarket Retail Points project. This data is complemented by 52 stores from selected food retailers not in the Geolytix dataset. Per capita estimates are calculated using the usual resident population estimates from the most recent Census. These per capita estimates are not directly comparable between the different countries because of the non-consistent census dates that the population estimates were taken on.\n\nSome of this data has been aggregated and may show differences to other published figures."],"source":"Office for National Statistics","updated":"2024-03-07","extension":{"topic":"connectivity","subTopic":"access to amenities","description":"This indicator shows supermarkets per 10,000 people, in the UK, as at August 2023.","source":[{"name":"Office for National Statistics","href":"https://www.ons.gov.uk/peoplepopulationandcommunity/wellbeing/datasets/1numberofchainsupermarketsacrosslocalauthoritydistrictsladandsmallergeographicalareasintheuk","date":"2024-03-07"}],"slug":"supermarkets","code":"Chain supermarkets per 10,000 population","dataset":"supermarkets","prefix":null,"suffix":null,"subText":"per 10,000 population","decimalPlaces":1,"standardised":true,"subtitle":"Supermarkets per 10,000 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The full list of qualifying activities and events asked of respondents can be found in [Annex 3](https://www.gov.uk/government/statistics/participation-survey-2023-24-annual-publication/main-report-for-the-participation-survey-may-2023-to-march-2024#Arts) of the data source.\n\nConfidence intervals can be displayed on the bar chart by selecting the ‘Options’ button. These help show that differences between similarly ranked geographies may not be statistically significant.\n\nThe Participation Survey is asked of adults (16+) in England and the data has been weighted to compensate for differences in both sampling probability and response probability. 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offences","note":["England and Wales data has been extracted from the Home Office Homicide Index, which contains detailed record-level information about each homicide recorded by police in England and Wales. This index is continually updated with revised information from the police as investigations continue and as cases are heard by the courts. The data refer to the position as at 6 December 2024 and will change as subsequent court hearings take place or as further information is received. In contrast, the Northern Ireland homicide figures represent those initially recorded as homicide, with no revisions based on further police or court decisions.\n\nNorthern Ireland statistics on police recorded crime are collated and produced by statisticians seconded to the Police Service of Northern Ireland (PSNI) from the Northern Ireland Statistics and Research Agency (NISRA). They are recorded in compliance with the Home Office Counting Rules and further details of recording practices are available in the [User Guide to Police Recorded Crime Statistics](https://www.psni.police.uk/sites/default/files/2024-11/Police%20Recorded%20Crime%20User%20Guide.pdf).\n\nMid-year population estimates covering the years 2014 to 2022 have been used to create rate per milion population. The mid-year estimate in the middle of the three-year period  was used, for example the period 04/2021 to 03/2024 used 2022 mid-year population estimates.\n\nSome of this data has been aggregated and may show differences to other published figures."],"source":"Office for National Statistics, Police Service of Northern Ireland","updated":"2025-02-06","extension":{"topic":"crime","subTopic":"crime","description":"This indicator shows the rate of homicide offences per million population, in England, Wales and Northern Ireland, for three-year rolling periods 04/2013-03/2016 to 04/2021-03/2024.","source":[{"name":"Office for National Statistics","href":"https://www.ons.gov.uk/peoplepopulationandcommunity/crimeandjustice/articles/homicideinenglandandwales/previousReleases#","date":"2025-02-06"},{"name":"Police Service of Northern Ireland","href":"https://www.psni.police.uk/about-us/our-publications-and-reports/official-statistics/police-recorded-crime-statistics","date":"2025-01-30"}],"slug":"homicide-offences","code":"Homicide Offences","dataset":"homicide-offences","prefix":null,"suffix":null,"subText":"per million population","decimalPlaces":1,"standardised":true,"subtitle":"Homicide offences per million people","isMultivariate":false,"confidenceIntervals":true,"canBeNegative":false,"zeroBaseline":true,"frequency":"annual","periodFormat":"3-year","measure":"Homicide Offences (rate per million population)","unit":"Rate per 1,000,000 population","polarity":-1,"experimentalStatistic":false,"geography":{"countries":["E","N","W"],"levels":["ctry","rgn"],"types":["E12","E23","E92","K04","N92","W15","W92"],"year":2025,"initialLevel":"rgn"}},"id":["areacd","period","measure"],"size":[56,9,1],"role":{"geo":["areacd"],"time":["period"]},"dimension":{"areacd":{"label":"Area 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value"}}}},"value":[8.810633438575712,8.933799524517665,8.147926626392993,10.417512295522972,10.52207359898907,10.745853238446184,9.478938935158748,10.576043071690842,11.558241044507058,9.989129586457503,11.277173288803814,12.947863010503482,15.256127706158734,14.898615604235909,13.35457933731499,12.058632049811635,11.494110435772257,10.511304442236924,10.268036833501728,16.11694854589791,15.963832735028603,16.642764954046314,10.164313475020188,9.576701848541349,9.691894668488743,10.39680216253485,11.074571045449739,9.620985580942751,9.469616060468839,10.214975929642064,10.115076081416737,10.106986606789,9.496282102336478,10.57227084208206,9.354934902285656,10.402245371946469,10.145390441852744,10.24966267317804,11.928832584799087,12.240141789802495,12.678299912429171,12.385343387304719,13.149190717885125,13.039576850620959,12.464629536252627,7.671690078291529,8.035076223356754,8.440085537020732,8.651946642316542,10.527931403632982,10.466176796464792,11.115029600117756,9.239360220501531,8.695989961390847,12.362734646263553,12.356307404141905,14.410456227038338,14.85072157225311,16.113204506942544,14.773580443589127,15.112200191992608,14.234710000152567,13.4926244766957,5.846684199223516,5.945985036780005,7.364032438121049,7.395142372598903,7.977928459839054,6.526158474706241,6.612270444462728,5.952490448493979,6.214078630749435,7.315659069877269,7.737080127090374,7.2975329634388775,7.235112082649137,6.536296081852965,6.9114721931979775,7.4767587603180745,8.05206253581855,8.55451227112995,12.256588160096804,12.213149431813083,14.232435590979184,14.712000613114073,15.939258582743069,14.675560882296223,15.051156434909336,14.21087575374485,13.472444222763778,8.696181506700407,8.688945121959371,6.680749687006878,6.684139006028425,7.34889829993259,12.019929042352219,11.36882681063614,8.65404906313262,5.301745533445067,8.811504300014098,9.450322019722822,8.284059968534006,10.0210241085798,11.973347328845989,13.211287459779886,12.278666080798887,10.877903366798115,11.172754636209737,11.783219541098907,13.172305491150965,12.854718824450245,15.167673895011257,14.389066196781094,11.99158331928437,11.520780666907427,13.111210693878048,12.027331648581722,11.948764186871355,14.387817701755289,19.632024044919987,21.87130661681911,19.948926027729716,15.332617733143865,14.70531597172378,14.17188616072336,13.168473209428306,4.77371629994978,4.428707769503475,5.024043186675232,9.350723184931123,9.905452456304573,10.756465327148673,5.820671840324879,4.553916550389998,3.0051932744976595,11.193147555066789,11.663126907650195,10.235659782487577,10.219349036756675,9.032770892799075,8.775041196509196,8.773296854888516,10.591651982262206,10.692204200170803,2.6906500449069495,2.688553644173152,3.7592632273704436,6.961714852443776,7.489927385154002,6.932290716809525,5.857004951299003,6.882053774250636,7.847852121352906,7.858923228247121,8.261837457436046,7.419663592452718,5.755369657115631,4.928287260007811,4.092304380689071,7.379456576817684,7.312810337388693,6.038567120485115,10.575002544609987,11.087035710320848,11.291514774078504,12.09408158840212,10.893897310397092,10.399771489952467,9.802183415046608,10.352816909298403,11.218632353357751,12.534192539943524,34.811856624181495,32.94121091891338,35.082923606202954,10.68592464577374,11.884094667242923,11.65318660029206,13.092889688040081,14.144803954215908,8.290466216169941,7.921094378399319,10.028164817186555,10.354428517667154,12.13082596296459,8.903771245733758,8.547118125446053,9.251569386414568,10.606444687921275,9.4965577945669,8.882777537942784,7.674166688803685,14.719328892806194,17.632641546030012,19.94975010004213,15.268430757666513,14.615908539490723,17.825004456251115,10.693585987124921,10.829917789152331,12.910654779559293,14.881472532089473,15.93786480081281,15.519315671210974,15.745465648186055,14.392182166647078,14.583622320810525,9.612146869999618,8.698818700420482,7.756114353763534,5.645874693079851,7.699234725680707,8.855058629343185,9.431573784822769,9.977316277991507,9.596075030838296,9.108192739002327,9.319227750210615,11.354259497640031,12.059370904565547,9.910055811869587,10.364576572066586,11.109027092075234,14.07063458561981,11.157618091976303,10.763219924872725,12.467251202644482,16.471799397014486,12.231283079068255,12.102581480629818,7.9887472788329585,11.879447368108435,10.014771788387872,10.42158606666853,8.723922740940207,10.308159197922132,11.540236959532237,8.940094343538451,8.275081533423531,7.92221776465436,11.081223468384952,8.506857472329084,10.308553756764988,8.41063609039992,7.16900480771385,8.888517546378061,9.416935711462736,10.242255684159268,8.456832245609737,8.7340821353084,7.561810530112002,9.749288445315383,11.823862646735272,10.383498724409755,9.8283479038591,9.73842157007259,11.004281545863867,12.698195849091137,14.841782236132756,12.1300339640951,12.459228249624504,9.236054115633486,10.383176987859233,13.03634066192951,12.853682855574183,10.886950810034504,8.702687389865991,10.16359501900144,9.516043752390162,10.557246670068446,11.085353061566664,9.54733363430166,6.696434550387991,9.217366572035036,10.399875201497581,11.15378147511334,8.985925473301531,10.163569953946324,9.250440972725917,7.15315257316781,8.223133554261521,8.503628150256018,9.581826112085903,9.505201055913776,12.098184327180272,10.169503016387589,10.03101813719535,6.610004241419388,5.701345289434495,7.550549038173311,6.732873253660999,7.048408469367617,7.3784919174154915,7.350530634806527,9.525034171060089,8.347287821016728,8.642155353545174,6.755159252879387,7.611362062195575,6.240669641683038,7.961889090884964,5.295593404338415,6.6022201946070425,7.48897358771174,8.733445208766458,8.238814616697823,11.837285700095677,8.096473530350895,7.467546044888913,6.924413106529129,5.880329416053888,6.294378393819888,8.146643415187931,13.21243951180036,15.34981531381302,5.765411738320645,6.85337545874782,6.778316842253316,9.28259075420206,7.855137793143923,6.703569818517606,5.286359301043137,5.273826802531548,4.978687070432656,8.990900646614335,9.106782601584765,11.60242148061263,9.513120330910231,18.18140496806891,16.789609939449083,18.712500778188133,10.554671229146921,9.764596873944203,5.360533243276374,5.714765197024196,7.711612145568798,7.245298040803059,7.18818728564283,6.327535022569779,7.488797561219584,7.139369617460677,6.792569555912252,5.853157029357542,5.640458702612456,5.4237471991430475,5.902639171161526,6.89587895545935,5.706664679404614,6.700009262762806,5.9946467804250805,6.768571639882933,5.712678003476165,5.960399108324293,5.639299147901899,4.781581572797189,3.9323014974204105,3.634663732095087,3.0661670486832064,2.7639717389417635,3.2866411185097055,6.928200622714162,5.9488853183183465,6.635237757156934,6.954514001175313,7.27929187048684,7.054895772055232,6.311987094691529,7.353778631533541,7.813429509547477,5.462673250199539,6.624490742274188,11.14392599318748,11.680388153156418,13.985597985758723,9.232407794273668,8.046637526063254,4.8779640704776055,5.032369750657692,null,null,null,null,null,null,null,null,null,8.223698702476566,7.971123535694884,7.909632640005803,8.022619201795232,7.783947980445204,7.738199717272605,7.527020120477484,7.250976371856841,6.996639219587497,5.668011604848903,6.403003008410944,7.304880232540004,8.426505003188353,8.164441176076087,8.115067013064099,8.077698225272002,9.741701646061058,10.946368268667662,11.995683734888846,11.872555670143706,8.01184471122107,7.410795199498607,6.302656727377007,7.306782573114798,10.407365084122732,11.859001626745659,14.300321042207397,3.7914224753628627,5.1629957766694545,4.182910301671491,2.759164911147992,2.286622662900142,2.721388343477308,4.056131451108068,4.462293618920125,4.877449643657963,8.350682975990027,9.171583290423426,8.230645204609507,6.890175342043376,4.297371212082145,5.999203819950181,6.861940333713313,6.39877143588431,5.513623740136975,9.116493627095819,9.961926465802604,10.924408626853563,11.5127388905306,11.31882597203145,10.569673509365407,10.717378912836775,10.237841321274935,10.167060444738507,9.063883030972466,9.968657469759508,10.988094896043057,11.510326170844062,11.376917479455344,10.51961007042272,10.695977076440261,10.146295954982449,10.130817907129714,12.116700828529153,11.50080263023356,11.96829081731994,13.154306773365873,13.607180491473688,12.46585715848336,11.575760987896489,12.076254722865706,10.642698611511666,6.769672062578849,9.200465059296997,11.637751702748547,11.642188964369081,9.225782079258208,5.836732013745504,7.750056793384938,8.733103264579551,8.712129462243809,8.648573850172108,6.916550093978625,7.473480641385606,6.309850364766714,8.575902742402178,6.845739810544151,7.946576302741852,7.932568633717044,7.3259577844500345,7.999137125337191,10.30993467883136,11.555661696448176,9.728159386163382,11.243710230166414,9.171787581399615,10.135732663969549,6.340520440062553,8.000698060905814,7.1266186332570785,7.150369674112151,9.768410523313289,9.783855073711566,14.382017770944138,11.11651678986383,12.98069964673026,10.335877251121765,12.838783396885312,7.699511699136917,8.895429560835897,10.50750718058126,9.519587524926715,10.809034623499706,8.312465805538391,9.663444766809803,7.835225003512435,8.831639999370081],"status":{"378":"u","379":"u","380":"u","381":"u","382":"u","383":"u","384":"u","385":"u","386":"u"}}]}}
\ No newline at end of file
diff --git a/src/lib/utils.js b/src/lib/utils.ts
similarity index 60%
rename from src/lib/utils.js
rename to src/lib/utils.ts
index 6b258551..437b3ce1 100644
--- a/src/lib/utils.js
+++ b/src/lib/utils.ts
@@ -1,6 +1,7 @@
 import { resolve } from "$app/paths";
 import { format } from "d3-format";
 import { utcFormat } from "d3-time-format";
+import { geoLevels } from "./config/geo-levels.js";
 
 export function parseData(data) {
   const cols = Object.keys(data);
@@ -15,6 +16,22 @@ export function parseData(data) {
   return rows;
 }
 
+export function parseDataKeyed(data, zKey, rowTemplate = {}) {
+  if (data.message) return { keyed: {}, array: [] };
+  const keyed = {};
+  const array = [];
+  const cols = Object.keys(data);
+  for (let i = 0; i < data[cols[0]].length; i++) {
+    const row = {...rowTemplate};
+    for (const col of cols) row[col] = data[col][i];
+    row.time = new Date(data.period[i].split("/")[0]);
+    if (!keyed[data[zKey][i]]) keyed[data[zKey][i]] = [];
+    keyed[data[zKey][i]].push(row);
+    array.push(row);
+  }
+  return { keyed, array };
+}
+
 export async function fetchChartData(
   indicator,
   geography = "ltla",
@@ -114,3 +131,63 @@ export function makePeriodFormatter(periodFormat) {
 export function sleep(ms = 1000) {
   return new Promise((resolve) => setTimeout(resolve, ms));
 }
+
+export function slugify(text: string) {
+  const matches = text
+    .toLowerCase()
+    .replace(/'/g, "") // remove apostrophes since we don't want to split apostrophised words
+    .replace(/&+/g, "and") // special case 'and'
+    .match(/[a-zA-Z0-9]+/g); // match alphanumeric sequences
+
+  return matches ? matches.join("-") : "";
+}
+
+export const makeCanonicalSlug = (code: string, name?: string) => {
+  if (!code) {
+    throw "No area code was given";
+  }
+
+  if (name === undefined) {
+    return code;
+  }
+
+  if (!name) {
+    throw "No area name was given";
+  }
+
+  const slugifiedName = slugify(name);
+  return `${code}-${slugifiedName}`;
+};
+
+export function makeDataUrl(
+  indicator,
+  timeRange,
+  timeNearest = null,
+  geoSelected = [],
+  geoLevel = null,
+  geoExtent = null,
+  geoCluster = null
+) {
+  const base = "/api/v1/data.cols.json";
+  const chunks = [];
+
+  if (indicator) chunks.push({ key: "indicator", value: indicator });
+
+  const geoLevelObj = geoLevels[geoLevel];
+  const geo = geoLevelObj ? [geoLevel] : [];
+  geo.push(
+    ...geoSelected.filter((cd) =>
+      !geoLevelObj ? true : !geoLevelObj.codes.includes(cd.slice(0, 3))
+    )
+  );
+  if (geo.length > 0) chunks.push({ key: "geo", value: geo.join(",") });
+  if (geoExtent) chunks.push({ key: "geoExtent", value: geoExtent });
+  if (geoCluster) chunks.push({ key: "geoCluster", value: geoCluster });
+
+  const time = Array.isArray(timeRange) ? timeRange.join(",") : timeRange;
+  if (time) chunks.push({ key: "time", value: time });
+  if (timeNearest) chunks.push({ key: "timeNearest", value: timeNearest });
+
+  const url = `${base}?${chunks.map((ch) => `${ch.key}=${ch.value}`).join("&")}&includeNames=true`;
+  return resolve(url);
+}
diff --git a/src/lib/viz/Bar.svelte b/src/lib/viz/Bar.svelte
index a87ab300..b5dcaba7 100644
--- a/src/lib/viz/Bar.svelte
+++ b/src/lib/viz/Bar.svelte
@@ -1,15 +1,23 @@
 <script>
   import { Plot, BarX, RuleX } from "svelteplot";
 
-  let { data, xKey = "value", yKey = "areacd", selected = null } = $props();
+  let { data, hovered = null, xKey = "value", yKey = "areacd", selected = null } = $props();
 </script>
 
-<Plot height={500}>
+<Plot height={500} y={{ axis: false}}>
   <BarX
     {data}
     x={xKey}
     y={yKey}
     sort={{ channel: "-x"}}
-    fill="grey"/>
+    onpointerenter={(evt, d) => {console.log("hovered bar:", d[yKey]);hovered = d[yKey];
+    }}
+    onpointerleave={() => (hovered = null)}
+    fill={hovered ? (d) => (d[yKey] === hovered ? "orange" : "grey") : "grey"}
+    opacity={hovered ? (d) => (d[yKey] === hovered ? 1 : 0.3) : 0.4}
+    />
   <RuleX data={[0]} />
-</Plot>
\ No newline at end of file
+</Plot>
+
+<!-- opacity misbehaving as in line chart -->
+<!-- hovered appears at the bottom of the chart, as though all the other data is disappearing... -->
\ No newline at end of file
diff --git a/src/lib/viz/BeeswarmNew.svelte b/src/lib/viz/BeeswarmNew.svelte
new file mode 100644
index 00000000..6c652d8c
--- /dev/null
+++ b/src/lib/viz/BeeswarmNew.svelte
@@ -0,0 +1,53 @@
+<script>
+  import { Plot, Dot, Text } from "svelteplot";
+  import { parseDataKeyed } from "$lib/utils";
+  import { ONSpalette } from "$lib/config";
+
+  let { data, xKey = "value", yKey = "y", zKey = "areacd", selected = [], hovered = $bindable(), visible = true } = $props();
+
+  let _data = $derived.by(() => {
+    const _data = parseDataKeyed(data, zKey);
+    for (const d of _data.array) d.y = Math.random();
+    return _data;
+  });
+</script>
+
+<Plot height={100} x={{label: false}} y={{axis: false}}>
+  <Dot
+    data={_data.array}
+    x={xKey}
+    y={yKey}
+    fill="#99999955"
+    r={4}
+    onmouseover={(e, d) => hovered = d[zKey]}
+    onmouseleave={() => hovered = null}/>
+  {#each (visible ? [...selected, hovered] : selected).filter(cd => cd in _data.keyed) as cd, i}
+    {@const data = _data.keyed[cd]}
+    {@const name = data?.[0]?.areanm}
+    <Dot
+      class="active-dot"
+      {data}
+      x={xKey}
+      y={(d) => d[zKey] === hovered ? d[yKey] : 0}
+      fill={(d) => d[zKey] === hovered ? "orange" : ONSpalette[i]}
+      r={6}/>
+    <Text
+      class="active-label"
+      {data}
+      x={xKey}
+      y={(d) => d[zKey] === hovered ? d[yKey] : 0}
+      dy={-5}
+      lineAnchor="bottom"
+      fill="black"
+      stroke="white"
+      strokeWidth={4}
+      strokeOpacity={0.7}
+      text={name} />
+  {/each}
+</Plot>
+
+<style>
+  :global(.active-dot), :global(.active-label) {
+    pointer-events: none;
+  }
+</style>
\ No newline at end of file
diff --git a/src/lib/viz/Line.svelte b/src/lib/viz/Line.svelte
index 8e72c5bb..cc6e656e 100644
--- a/src/lib/viz/Line.svelte
+++ b/src/lib/viz/Line.svelte
@@ -1,15 +1,89 @@
 <script>
-  import { Plot, Line } from "svelteplot";
+  import { Line, Pointer, AxisX, AxisY } from "svelteplot";
+  import Plot from "svelteplot/core/Plot.svelte";
 
-  let { data, xKey = "time", yKey = "value", zKey = "areacd", selected = null } = $props();
+  let {
+    data,
+    hovered = $bindable(),
+    xKey = "time",
+    yKey = "value",
+    zKey = "areacd",
+    selected = $bindable(),
+  } = $props();
+
+  let _data = $derived.by(() => {
+    const keyed = {};
+    for (const d of data) {
+      if (!keyed[d[zKey]]) keyed[d[zKey]] = [];
+      keyed[d[zKey]].push({ ...d, time: new Date(d.period.split("/")[0]) });
+    }
+    return { keyed, array: Object.values(keyed).flat() };
+  });
+
+  let xDomain = $derived.by(() => {
+    const vals = _data.array.map((d) => d[xKey]);
+    return [Math.min(...vals), Math.max(...vals)];
+  });
+
+  let yDomain = $derived.by(() => {
+    const vals = _data.array.map((d) => d[yKey]);
+    return [Math.min(...vals), Math.max(...vals)];
+  });
+
+  function scaleX({ domain, plotWidth, plotOptions }) {
+    const { marginLeft, marginRight } = plotOptions;
+    const range = [marginLeft, plotWidth - marginLeft - marginRight];
+    const fn = (v) =>
+      ((v - domain[0]) / (domain[1] - domain[0])) * (range[1] - range[0]) +
+      range[0];
+    fn.range = () => range;
+    return fn;
+  }
+
+  function scaleY({ domain, plotHeight, plotOptions }) {
+    const { marginTop, marginBottom } = plotOptions;
+    const range = [plotHeight - marginTop - marginBottom, marginBottom];
+    const fn = (v) =>
+      ((v - domain[0]) / (domain[1] - domain[0])) * (range[1] - range[0]) +
+      range[0];
+    fn.range = () => range;
+    return fn;
+  }
 </script>
 
-<Plot x={{grid: true}}>
+<Plot
+  x={{ domain: xDomain, scale: scaleX }}
+  y={{ domain: yDomain, scale: scaleY }}
+>
+  <AxisX />
+  <AxisY />
   <Line
-    data={data.map(d => ({...d, time: new Date(d.period.split("/")[0])}))}
+    data={_data.array}
     x={xKey}
     y={yKey}
     z={zKey}
     stroke="grey"
-    strokeOpacity={0.3}/>
-</Plot>
\ No newline at end of file
+    strokeWidth="1"
+    pointerEvent="stroke"
+  />
+  <Pointer data={_data.array} x={xKey} y={yKey} z={zKey}>
+    {#snippet children({ data })}
+      <Line
+        class="hovered-line"
+        data={data[0] ? _data.keyed[data[0][zKey]] : []}
+        x={xKey}
+        y={yKey}
+        z={zKey}
+        stroke="orange"
+        strokeWidth="3"
+        strokeOpacity="1"
+      />
+    {/snippet}
+  </Pointer>
+</Plot>
+
+<style>
+  :global(.hovered-line) {
+    pointer-events: none !important;
+  }
+</style>
diff --git a/src/lib/viz/Map.svelte b/src/lib/viz/Map.svelte
index e614b2d9..8ce0fa22 100644
--- a/src/lib/viz/Map.svelte
+++ b/src/lib/viz/Map.svelte
@@ -35,10 +35,10 @@
     domain: {type: "FeatureCollection", features: geo}
   }}
   color={{
-    scheme: "blues",
+    scheme: "YlGnBu",
     legend: true,
     n: 5,
-    type: "linear"
+    type: "quantile"
   }}>
   <Geo
     data={geo}
diff --git a/src/lib/viz/Sparkline.svelte b/src/lib/viz/Sparkline.svelte
new file mode 100644
index 00000000..1331b7bb
--- /dev/null
+++ b/src/lib/viz/Sparkline.svelte
@@ -0,0 +1,33 @@
+<script>
+  import { Plot, Line, Text } from "svelteplot";
+  import { parseDataKeyed } from "$lib/utils";
+  import { ONSpalette } from "$lib/config";
+
+  let {
+    data,
+    xKey = "time",
+    yKey = "value",
+    zKey = "areacd",
+    selected = [],
+  } = $props();
+
+  let _data = $derived.by(() => parseDataKeyed(data, zKey));
+  let xDomain = $derived.by(() => {
+    const xVals = _data.array.map((d) => d[xKey]);
+    return [Math.min(...xVals), Math.max(...xVals)];
+  });
+</script>
+
+<Plot height={100} x={{ ticks: xDomain }} y={{ label: false }}>
+  {#each selected.filter(cd => cd in _data.keyed) as cd, i}
+    <Line
+      data={_data.keyed[cd]}
+      x={xKey}
+      y={yKey}
+      z={zKey}
+      stroke={ONSpalette[i]}
+      strokeWidth={2}
+      markerEnd="dot"
+    />
+  {/each}
+</Plot>
diff --git a/src/routes/(api)/api/v1/data.[format]/+server.js b/src/routes/(api)/api/v1/data.[format]/+server.js
index 01eab147..4a760d16 100644
--- a/src/routes/(api)/api/v1/data.[format]/+server.js
+++ b/src/routes/(api)/api/v1/data.[format]/+server.js
@@ -9,6 +9,7 @@ export async function GET({ params, url }) {
   const excludeMultivariate = getParam(url, "excludeMultivariate", false);
   const geo = getParam(url, "geo", "all");
   const geoExtent = getParam(url, "geoExtent", "all");
+  const geoCluster = getParam(url, "geoCluster", "all");
   const hasGeo = getParam(url, "hasGeo", "any");
   const time = getParam(url, "time", "latest");
   const timeNearest = getParam(url, "timeNearest", "none");
@@ -24,6 +25,7 @@ export async function GET({ params, url }) {
     excludeMultivariate,
     geo,
     geoExtent,
+    geoCluster,
     hasGeo,
     time,
     timeNearest,
diff --git a/src/routes/(api)/api/v1/metadata/indicators/[...indicator]/+server.js b/src/routes/(api)/api/v1/metadata/indicators/[...indicator]/+server.js
index 3555fb0d..f53cad75 100644
--- a/src/routes/(api)/api/v1/metadata/indicators/[...indicator]/+server.js
+++ b/src/routes/(api)/api/v1/metadata/indicators/[...indicator]/+server.js
@@ -9,6 +9,7 @@ export function GET({ params, url }) {
   const hasGeo = getParam(url, "hasGeo", "all");
   const hasYear = getParam(url, "hasYear", "all");
   const fullDims = getParam(url, "fullDims", false);
+  const asLookup = getParam(url, "asLookup", false);
 
   const metadata = getIndicators({
     indicator,
@@ -17,6 +18,7 @@ export function GET({ params, url }) {
     hasGeo,
     hasYear,
     fullDims,
+    asLookup,
     singleIndicator: !!params.indicator
   });
 
diff --git a/src/routes/(app)/+layout.js b/src/routes/(app)/+layout.js
deleted file mode 100644
index 0c93d891..00000000
--- a/src/routes/(app)/+layout.js
+++ /dev/null
@@ -1,18 +0,0 @@
-import { resolve } from '$app/paths';
-import { Breadcrumb } from '@onsvisual/svelte-components';
-
-export const prerender = false;
-export const trailingSlash = 'always';
-
-export const load = async ({ fetch }) => {
-  const pathLookup = resolve("/api/v1/geo/list?year=all&asLookup=true&includeDates=true");
-	const areaLookup = await(await fetch(pathLookup)).json();
-
-	const pathList = resolve(`/api/v1/geo/list?geo=ltla`);
-	const areaList = await(await fetch(pathList)).json();
-
-	return {
-		areaLookup,
-		areaList: [...areaList].sort((a, b) => a.areanm.localeCompare(b.areanm))
-	};
-};
diff --git a/src/routes/(app)/app/+layout.svelte b/src/routes/(app)/app/+layout.svelte
new file mode 100644
index 00000000..92fc3107
--- /dev/null
+++ b/src/routes/(app)/app/+layout.svelte
@@ -0,0 +1,76 @@
+<script lang="ts">
+    // @ts-nocheck
+	import { page } from '$app/stores';
+	import { afterNavigate } from '$app/navigation';
+	import {
+		AnalyticsBanner,
+		analyticsEvent,
+		Header,
+		Main,
+		Footer
+	} from '@onsvisual/svelte-components';
+
+	const analyticsId = 'GTM-MBCBVQS';
+	const analyticsProps = {
+		contentTitle: 'Explore local statistics',
+		releaseDate: '20240326',
+		contentType: 'exploratory'
+	};
+
+	afterNavigate(() => {
+		const eventData = {
+			event: 'pageView',
+			pageUrl: $page.url.href,
+			contentTitle: $page.data.title,
+			contentType: $page.data.pageType
+		};
+		if (['area page', 'area data page'].includes($page.data.pageType) && $page.data.place) {
+			eventData.areaCode = $page.data.place.areacd;
+			eventData.areaName = $page.data.place.areanm || $page.data.place.areacd;
+			eventData.areaType = $page.data.place.typenm;
+		} else if ($page.data.pageType === 'indicator data page' && $page.data.indicator) {
+			eventData.indicatorCode = $page.data.indicator.metadata.slug;
+			eventData.indicatorName = $page.data.indicator.metadata.label;
+			eventData.contentGroup = $page.data.indicator.topic;
+			eventData.contentSubgroup = $page.data.indicator.subTopic;
+		}
+		analyticsEvent(eventData);
+	});
+
+	// console.log($page.data);
+</script>
+
+<svelte:head>
+	<title>{$page.data.title}</title>
+	<link rel="canonical" href={$page.url.origin + $page.url.pathname} />
+	<meta property="og:title" content={$page.data.title} />
+	<meta property="og:type" content="website" />
+	<meta property="og:url" content={$page.url.origin + $page.url.pathname} />
+	<meta name="description" content={$page.data.description} />
+	<meta property="og:description" content={$page.data.description} />
+	<meta property="og:description" content={$page.data.description} />
+	<meta property="og:image" content="{$page.url.origin}/img/og.png" />
+	<meta property="og:image:type" content="image/png" />
+</svelte:head>
+
+<AnalyticsBanner {analyticsId} {analyticsProps} pageViewEnabled={false} />
+<Header bilingual={false}></Header>
+{#if $page.data.component}
+	<svelte:component
+		this={$page.data.component}
+		links={$page.data.breadcrumbLinks}
+		background={$page.data.background ?? ''}
+	/>
+{:else}
+	<p>$page.data.component is undefined</p>
+{/if}
+<Main>
+	<slot />
+</Main>
+<Footer theme="dark" />
+
+<style>
+	:global(a:focus > svg.logo) {
+		outline: auto 5px;
+	}
+</style>
diff --git a/src/routes/(app)/app/+layout.ts b/src/routes/(app)/app/+layout.ts
new file mode 100644
index 00000000..e246555e
--- /dev/null
+++ b/src/routes/(app)/app/+layout.ts
@@ -0,0 +1,19 @@
+// @ts-nocheck
+import type { LayoutLoad } from './$types';
+import { Breadcrumb } from '@onsvisual/svelte-components';
+// import coreMetadata from '../../data/insights/core-metadata.json';
+
+export const load: LayoutLoad = async () => {
+	return {
+		// coreMetadata,
+		title: `Explore local statistics - ONS`,
+		description: `Find, compare and visualise statistics about communities in the United Kingdom. Includes data on population, economy and health.`,
+		pageType: `home page`,
+		component: Breadcrumb,
+		breadcrumbLinks: [
+			{ label: 'Home', href: `/`, refresh: true },
+			{ label: 'Explore local statistics' }
+		],
+		background: '#e9eff4'
+	};
+};
\ No newline at end of file
diff --git a/src/routes/(app)/app/+page.js b/src/routes/(app)/app/+page.js
index cbee8dd9..6753ec33 100644
--- a/src/routes/(app)/app/+page.js
+++ b/src/routes/(app)/app/+page.js
@@ -5,10 +5,10 @@ export const load = async ({ fetch }) => {
 	const taxonomy = await(await fetch(path)).json();
 
     const pathFlat = resolve("/api/v1/metadata/taxonomy?flat=true");
-        const taxonomyFlat = await(await fetch(pathFlat)).json()
+    const taxonomyFlat = await(await fetch(pathFlat)).json()
 
 	return {
 		taxonomy,
-        taxonomyFlat
+    taxonomyFlat
 	};
 };
\ No newline at end of file
diff --git a/src/routes/(app)/app/+page.svelte b/src/routes/(app)/app/+page.svelte
index e0f5b523..0d684683 100644
--- a/src/routes/(app)/app/+page.svelte
+++ b/src/routes/(app)/app/+page.svelte
@@ -39,7 +39,7 @@
 
   function gotoSelected(e) {
     e.preventDefault();
-    if (selected) goto(resolve(selected.lng ? `/areas/search?q=${selected.areacd}` : `/areas/${selected.areacd}/`))
+    if (selected) goto(resolve(selected.lng ? `/app/areas/search?q=${selected.areacd}` : `/app/areas/${selected.areacd}/`))
   }
 </script>
 
@@ -83,14 +83,14 @@
     <p style:margin-bottom="28px">
       Explore {$page.data.taxonomyFlat.length} indicators, including
       <a
-        href={resolve(`/indicators/gross-disposable-household-income-per-head`)}
+        href={resolve(`/app/indicators/gross-disposable-household-income-per-head`)}
         class="no-wrap">household income</a
       >,
-      <a href={resolve(`/indicators/further-education-and-skills-participation`)}
+      <a href={resolve(`/app/indicators/further-education-and-skills-participation`)}
         >further education participation</a
       >
       and
-      <a href={resolve(`/indicators/wellbeing-satisfaction`)}>life satisfaction</a>.
+      <a href={resolve(`/app/indicators/wellbeing-satisfaction`)}>life satisfaction</a>.
     </p>
     <Button icon="arrow" iconPosition="after" href={resolve(`/app/indicators`)} small
       >Explore indicators</Button
diff --git a/src/routes/(app)/app/areas/[code]/+layout.ts b/src/routes/(app)/app/areas/[code]/+layout.ts
new file mode 100644
index 00000000..7cd55cd8
--- /dev/null
+++ b/src/routes/(app)/app/areas/[code]/+layout.ts
@@ -0,0 +1,62 @@
+import { error, redirect } from '@sveltejs/kit';
+import { resolve } from '$app/paths';
+import type { LayoutLoad } from './$types';
+// import { getName } from '@onsvisual/robo-utils';
+// import { Breadcrumb } from '@onsvisual/svelte-components';
+
+export const load: LayoutLoad = async ({ params, fetch }) => {
+	const areaPath = resolve(`/api/v1/geo/lookup/${params.code}`);
+	const relatedPath = resolve(`/api/v1/geo/related/${params.code}`);
+
+	try {
+		const area = await(await fetch(areaPath)).json();
+		const related = await(await fetch(relatedPath)).json();
+
+		return {
+			area,
+			related
+		};
+	} catch {
+		error(404, { message: 'Area not found' });
+	}
+
+	// const result = await getArea(fetch, code.type, code.value);
+
+	// if (result.kind === 'Failure') {
+	// 	if (result.status === 404) {
+	// 		error(404, { message: 'Page not found' });
+	// 	} else {
+	// 		error(500, { message: 'Sorry, there was an error with this page' });
+	// 	}
+	// } else {
+	// 	const canonicalSlug = makeCanonicalSlug(result.place.areacd, result.place.areanm);
+
+	// 	if (params.code !== canonicalSlug) {
+	// 		redirect(301, canonicalSlug);
+	// 	}
+
+		// return {
+		// 	area,
+	// 		links: productLinks.map(addBaseUrlsToProductLink),
+	// 		title: `${getName(result.place)} (${result.place.areacd}) - ONS`,
+	// 		description: `Find facts and figures from across the ONS on ${getName(result.place, 'the')} (${result.place.typenm}).`,
+	// 		pageType: `area page`,
+	// 		component: Breadcrumb,
+	// 		breadcrumbLinks: [
+	// 			{ label: 'Home', href: `/`, refresh: true },
+	// 			{ label: 'Explore local statistics', href: `${base}/` },
+	// 			...[...result.place.parents]
+	// 				.reverse()
+	// 				.map((p) => ({ label: getName(p), href: `${base}/areas/${p.areacd}` })),
+	// 			{ label: getName(result.place) }
+	// 		],
+	// 		background: '#fff'
+	// 	};
+	// }
+}
+
+// const addBaseUrlsToProductLink = (link: (typeof productLinks)[0]) => ({
+// 	...link,
+// 	url: link.url.startsWith('/') ? base + link.url : link.url,
+// 	image: link.image.startsWith('/') ? base + link.image : link.image
+// });
\ No newline at end of file
diff --git a/src/routes/(app)/app/areas/[code]/+page.svelte b/src/routes/(app)/app/areas/[code]/+page.svelte
new file mode 100644
index 00000000..2239dcfc
--- /dev/null
+++ b/src/routes/(app)/app/areas/[code]/+page.svelte
@@ -0,0 +1,228 @@
+<script lang="ts">
+  // @ts-nocheck
+  import { resolve } from "$app/paths";
+  import {
+    analyticsEvent,
+    Hero,
+    Grid,
+    GridCell,
+    Button,
+    Select,
+    Card,
+    PhaseBanner,
+    Header,
+    Breadcrumb,
+  } from "@onsvisual/svelte-components";
+  import { getName, capitalise } from "@onsvisual/robo-utils";
+  import topojson from "$lib/data/topo.json";
+  import { base } from "$app/paths";
+  import { makeCanonicalSlug } from "$lib/utils.ts";
+  import throttle from "throttleit";
+  let { data } = $props();
+  let selected = $state();
+  $inspect(data);
+
+  async function loadOptionsFn(query, populateResults) {
+    try {
+      const url = resolve(
+        `/api/v1/geo/search/${query.toLowerCase()}?searchPostcodes=true`
+      );
+      const results = await (await fetch(url)).json();
+      populateResults(
+        results.data.map((d) => {
+          if (!d.areanm) d.areanm = d.areacd;
+          return d;
+        })
+      );
+    } catch {
+      return populateResults([]);
+    }
+  }
+  const loadOptions = throttle(loadOptionsFn, 500);
+
+  function gotoSelected(e) {
+    e.preventDefault();
+    if (selected)
+      goto(
+        resolve(
+          selected.lng
+            ? `/app/areas/search?q=${selected.areacd}`
+            : `/app/areas/${selected.areacd}/`
+        )
+      );
+  }
+  $inspect(selected);
+</script>
+
+<PhaseBanner phase="prototype" />
+<Header />
+<Breadcrumb links={[{ label: "ELS API experiments", href: resolve("/") }]} />
+
+<Hero
+  title={data.area.properties.areanm}
+  titleBadge={{
+    label: data.area.properties.areacd,
+    ariaLabel: `Area code: ${data.area.properties.areacd}`,
+    color: "#003c57",
+  }}
+  width="medium"
+  background="#eaeaea"
+  cls="titleblock-transparent"
+>
+  <p class="ons-hero__text">
+    {#if data.area.properties.areacd === "K02000001"}
+      Explore areas within the United Kingdom.
+    {:else}
+      {capitalise(data.area.properties.typenm)}
+      in
+      <!-- {data.related.parents[0].areanm} -->
+      <a
+        href="{base}/app/areas/{makeCanonicalSlug(
+          data.related.parents[0].areacd
+        )}"
+        data-sveltekit-noscroll
+      >
+        {getName(data.related.parents[0])}</a
+      >
+      <!-- do we want the URLS to be just the code or the code-name? -->
+    {/if}
+  </p>
+</Hero>
+
+<Grid>
+  <div class="ons-grid__col ons-col-4@l grid-cell-flex">
+    {#if data.area.properties.areacd !== "K02000001"}
+      <div class="local-indicators-card">
+        <h2 class="ons-card__title ons-u-fs-m" style:margin-bottom="12px">
+          Local indicators for {data.area.properties.areanm}
+        </h2>
+        <p style:margin-bottom="20px">
+          Health, education, economy, life satisfaction and more.
+        </p>
+        <Button
+          icon="arrow"
+          iconPosition="after"
+          variant="ghost"
+          href="{base}/app/areas/{makeCanonicalSlug(
+            data.area.properties.areacd
+          )}/indicators"
+          small>Explore local indicators</Button
+        >
+      </div>
+    {/if}
+    <div class="area-search-card">
+      <h2 class="ons-card__title ons-u-fs-m">Find another area</h2>
+      <label for="search" style:display="block" style:margin-bottom="8px"
+        >Search for a place name or postcode</label
+      >
+      <form class="form-select" onsubmit={gotoSelected}>
+        <div class="select-wrapper">
+          <Select
+            {loadOptions}
+            label=""
+            placeholder='Eg. "Fareham" or "Newport"'
+            on:change={(e) => (selected = e.detail)}
+            labelKey="areanm"
+            mode="search"
+            autoClear={false}
+            clearable
+          />
+        </div>
+        <Button
+          type="submit"
+          text="Search"
+          icon="search"
+          small
+          hideLabel
+          disabled={!selected}>{"Search"}</Button
+        >
+      </form>
+    </div>
+  </div>
+</Grid>
+
+<style>
+  .link-parent {
+    display: block;
+  }
+  ul.list-columns {
+    list-style: none;
+    margin: 4px 0 8px;
+    padding: 0;
+    column-width: 220px;
+    overflow-x: none;
+    position: relative;
+  }
+  ul.list-columns > li {
+    font-size: 16px !important;
+    margin: 0;
+    padding: 0;
+  }
+  /* :global(#related-areas .ons-tab[aria-selected='true']:not(:focus)) {
+		background: #f3f3f3 !important;
+	}
+	:global(#related-areas .ons-tab[aria-selected='true']:focus) {
+		box-shadow:
+			inset 0 0 0 4px #f3f3f3,
+			inset 12px 0 0 0 #f3f3f3,
+			inset -12px 0 0 0 #f3f3f3,
+			inset 0 -8px 0 0 #222 !important;
+	} */
+  :global(.select-wrapper label.ons-label) {
+    font-weight: normal;
+  }
+  :global(h1 > span.title-subscript) {
+    display: inline-block;
+    font-size: 22px;
+    font-weight: normal;
+    margin: 0 -2px 0 -5px;
+    transform: translateY(-3px);
+  }
+  :global(a.ons-card__link) {
+    width: 100%;
+    display: flex;
+    flex-direction: column;
+  }
+  :global(a.ons-card__link > h3) {
+    padding-top: 0 !important;
+  }
+  .grid-cell-flex {
+    display: inline-flex;
+    flex-direction: row;
+    flex-wrap: wrap;
+    gap: 1rem;
+  }
+  .grid-cell-flex > div {
+    flex-basis: 0;
+    flex-grow: 1;
+    min-width: 300px;
+    padding: 1rem;
+  }
+  .local-indicators-card {
+    color: var(--ons-color-page-light);
+    background-color: var(--ons-color-branded-secondary);
+  }
+  .area-search-card {
+    background: var(--ons-color-banner-bg);
+  }
+  .additional-area-info {
+    margin-top: 12px;
+    margin-bottom: 0;
+  }
+  .active-badge {
+    font-weight: bold;
+    color: white;
+    padding: 0 8px 2px 8px;
+    border-radius: 4px;
+    background-color: #003c57;
+    margin-right: 2px;
+  }
+  .inactive-badge {
+    font-weight: bold;
+    color: white;
+    padding: 0 8px 2px 8px;
+    border-radius: 4px;
+    background-color: #fa6401;
+    margin-right: 2px;
+  }
+</style>
diff --git a/src/routes/(app)/app/areas/[code]/indicators/+page.svelte b/src/routes/(app)/app/areas/[code]/indicators/+page.svelte
new file mode 100644
index 00000000..ba071d1f
--- /dev/null
+++ b/src/routes/(app)/app/areas/[code]/indicators/+page.svelte
@@ -0,0 +1,142 @@
+<script lang="ts">
+  import { resolve } from "$app/paths";
+  import { setContext } from "svelte";
+  import {
+    Hero,
+    Grid,
+    Details,
+    NavSections,
+    NavSection,
+    Dropdown
+  } from "@onsvisual/svelte-components";
+  import { formatName } from "@onsvisual/robo-utils";
+  import BigNumber from "./BigNumber.svelte";
+  import AreasModal from "$lib/components/modals/AreasModal.svelte";
+  import OptionsModal from "$lib/components/modals/OptionsModal.svelte";
+  import IndicatorRow from "./IndicatorRow.svelte";
+
+  let { data } = $props();
+
+  let defaultComparisonArea = $derived(data.areas.find(a => a.areacd === data.parent.areacd));
+
+  let pageState = $state({
+    selectedAreas: [defaultComparisonArea],
+    selectedGeoGroup: data.geoGroups[0],
+    selectedPeriodRange: [
+      data.periods[0],
+      data.periods[data.periods.length - 1],
+    ],
+    selectedCluster: data.related.similar[0],
+    showConfidenceIntervals: false,
+  });
+  setContext("pageState", pageState);
+
+  let hovered = $state();
+</script>
+
+<Hero title="Local indicators for {data.area.properties.areanm}" />
+
+<Grid>
+  {#each ["population-count", "five-year-population-change", "median-age"].filter((slug) => slug in data.metadata) as slug}
+    <BigNumber
+      indicator={data.metadata[slug]}
+      geography={data.area.properties.areacd}
+      period={pageState.selectedPeriodRange[1]}
+    />
+  {/each}
+</Grid>
+
+{#snippet indicator(item)}
+  {#if item.children}
+    <h4>{item.label}</h4>
+    {#each item.children as child}
+      {@render indicator(child)}
+    {/each}
+  {:else}
+    <strong>{item.label}</strong>
+    <IndicatorRow
+      indicator={item.slug}
+      timeRange={pageState.selectedPeriodRange}
+      selected={[data.area.properties.areacd, ...pageState.selectedAreas.map(a => a.areacd)]}
+      geoGroup={pageState.selectedGeoGroup}
+      bind:hovered/>
+  {/if}
+{/snippet}
+
+<NavSections>
+  {#snippet before()}
+		<div class="modals-sticky">
+      <div>
+        <AreasModal />
+        <OptionsModal />
+      </div>
+    </div>
+	{/snippet}
+  <NavSection title="Topics" />
+  {#each data.taxonomy as topic}
+    <NavSection title={topic.label} subsection>
+      {#each topic.children as child}
+        {@render indicator(child)}
+      {/each}
+    </NavSection>
+  {/each}
+  <NavSection title="Select an indicator" />
+  {#if data.related.similar[0]}
+    <NavSection title="Similar areas">
+      <p>See which areas are similar to {formatName(data.area.properties.areanm, "the")} based on specific groups of indicators. These clusters of areas are based on an analysis carried out by the ONS.</p>
+      <Dropdown label="Select a group of indicators" options={data.related.similar} bind:value={pageState.selectedCluster}/>
+      <Details title="Show the 20 most similar areas to {formatName(data.area.properties.areanm, "the")}">
+        <ol>
+          {#each pageState.selectedCluster.similar as area}
+            <li>{area.areanm}</li>
+          {/each}
+        </ol>
+      </Details>
+    </NavSection>
+  {/if}
+  <NavSection title="Get the data">
+    <p>
+      Download all datasets that include {formatName(data.area.properties.areanm, "the")} in a
+      <a
+        href={resolve(`/api/v1/data.csv?hasGeo=${data.area.properties.areacd}&time=all&excludeMultivariate=true`)}
+        download="data.csv">CSV</a
+      >,
+      <a
+        href={resolve(`/api/v1/data.ods?hasGeo=${data.area.properties.areacd}&time=all&excludeMultivariate=true`)}
+        download="data.ods">ODS</a
+      >
+      or
+      <a
+        href={resolve(
+          `/api/v1/data.json?hasGeo=${data.area.properties.areacd}&time=all&excludeMultivariate=true`
+        )}
+        download="data.json">JSON-Stat</a
+      > format.
+    </p>
+    <p>
+      Information on the strengths and limitations of the Explore Local
+      Statistics (ELS) service and methods used is available in
+      <a
+        href="https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/healthandwellbeing/methodologies/explorelocalstatisticsserviceqmi"
+        >ELS quality and methodology information (QMI) report</a
+      >.
+    </p>
+    <p>
+      We value your feedback on these statistics. If you would like to get in
+      touch, please email <a href="mailto:explore.local.statistics@ons.gov.uk"
+        >explore.local.statistics@ons.gov.uk</a
+      >.
+    </p>
+  </NavSection>
+</NavSections>
+
+<style>
+  .modals-sticky {
+    z-index: 1;
+    display: block;
+    position: sticky;
+    top: 0;
+    background: var(--ons-color-page-light);
+    padding: .5em 0;
+  }
+</style>
\ No newline at end of file
diff --git a/src/routes/(app)/app/areas/[code]/indicators/+page.ts b/src/routes/(app)/app/areas/[code]/indicators/+page.ts
new file mode 100644
index 00000000..4f63f8b8
--- /dev/null
+++ b/src/routes/(app)/app/areas/[code]/indicators/+page.ts
@@ -0,0 +1,59 @@
+import { error } from "@sveltejs/kit";
+import { resolve } from "$app/paths";
+import { pluralise, formatName } from "@onsvisual/robo-utils";
+import summaryData from "$lib/data/json-stat-summary.json";
+import { geoLevels, geoLevelsLookup } from "$lib/config/geo-levels.js";
+import type { PageLoad } from "./$types";
+
+export const load: PageLoad = async ({ params, parent, fetch }) => {
+  const { area } = await parent();
+  const geoLevel = geoLevelsLookup[area.properties.areacd.slice(0, 3)];
+  const parentLevel =
+    geoLevels[["ctry", "rgn"].includes(geoLevel?.key) ? "ctry" : "rgn"];
+  const areaParent = area.properties.parents.find((p) =>
+    parentLevel.codes.includes(p.areacd.slice(0, 3))
+  );
+
+  const taxonomyPath = resolve(
+    `/api/v1/metadata/taxonomy?hasGeo=${params.code}&excludeMultivariate=true`
+  );
+  const metadataPath = resolve(
+    `/api/v1/metadata/indicators?hasGeo=${params.code}&excludeMultivariate=true&asLookup=true`
+  );
+  const areasPath = resolve(`/api/v1/geo/list?year=latest`);
+  const relatedPath = resolve(`/api/v1/geo/related/${params.code}`);
+
+  try {
+    const taxonomy = await (await fetch(taxonomyPath)).json();
+    const metadata = await (await fetch(metadataPath)).json();
+    const areas = [...(await (await fetch(areasPath)).json())].sort((a, b) =>
+      a.areanm.localeCompare(b.areanm)
+    );
+    const related = await (await fetch(relatedPath)).json();
+    const geoGroups = [{ id: "level", label: `All ${pluralise(geoLevel.label)}`, geoLevel: geoLevel.key }];
+		if (geoLevel && related?.siblings?.parent) geoGroups.push({
+			id: "siblings",
+			label: `All ${pluralise(geoLevel.label)} ${formatName(related.siblings.parent.areanm, "in")}`,
+			geoLevel: geoLevel.key,
+			geoExtent: related.siblings.parent.areacd,
+		});
+		if (related.similar?.[2]?.cluster) geoGroups.push({
+			id: "cluster",
+			label: `Similar demographics to ${formatName(area.properties.areanm, "the")}`,
+			geoCluster: `demographic_${related.similar[2].cluster.key}`,
+		});
+
+    return {
+      taxonomy: taxonomy.data,
+      metadata,
+      areas,
+      parent: areaParent,
+      related,
+      geoGroups,
+      periods: summaryData.years,
+    };
+  } catch(err) {
+		console.log(err);
+    error(404, { message: "Could not retrieve metadata" });
+  }
+};
diff --git a/src/routes/(app)/app/areas/[code]/indicators/BigNumber.svelte b/src/routes/(app)/app/areas/[code]/indicators/BigNumber.svelte
new file mode 100644
index 00000000..335f0485
--- /dev/null
+++ b/src/routes/(app)/app/areas/[code]/indicators/BigNumber.svelte
@@ -0,0 +1,56 @@
+<script lang="ts">
+  import { Card, Icon, Observe } from "@onsvisual/svelte-components";
+  import { makePeriodFormatter, makeDataUrl } from "$lib/utils.js";
+
+  let { indicator, geography, period } = $props();
+
+  let visible = $state(false);
+  let data = $state();
+  let loadedDataUrl = $state();
+
+  let formatPeriod = $derived(makePeriodFormatter(indicator.periodFormat));
+
+  async function fetchData(period, visible) {
+    if (!visible) return;
+
+    const dataUrl = makeDataUrl(indicator.slug, period, "latest", [geography]);
+    if (dataUrl !== loadedDataUrl) {
+      try {
+        data = await (await fetch(dataUrl)).json();
+      } catch {
+        console.log("Failed to load big number data");
+      }
+      loadedDataUrl = dataUrl;
+    }
+  }
+  $effect(async () => {
+    console.log(`Refreshing ${indicator.slug} big number data`);
+    fetchData(period, visible);
+  });
+</script>
+
+<Card
+  title={indicator.label}
+  id="{indicator.slug}-card"
+  mode="featured"
+>
+  <Observe bind:visible>
+    {#if data}
+      <p class="ons-card__subtitle ons-u-mb-xs" style:margin-top="-12px">{formatPeriod(data.period[0])}</p>
+      <p class="ons-card__figure ons-u-fs-3xl ons-u-fw-b ons-u-mb-no">
+        {indicator.canBeNegative && data.value[0] > 0
+          ? '+'
+          : ''}{indicator.prefix}{data.value[0].toLocaleString('en-GB', {
+          minimumFractionDigits: indicator.decimalPlaces,
+          maximumFractionDigits: indicator.decimalPlaces
+        })}{indicator.suffix}
+      </p>
+      <p class="ons-card__body ons-u-mb-xs">
+        {indicator.unit}
+      </p>
+    {/if}
+    <p class="ons-u-mb-no">
+      <a href="#{indicator.slug}"><Icon type="arrow" rotation={90} /> View indicator</a>
+    </p>
+  </Observe>
+</Card>
\ No newline at end of file
diff --git a/src/routes/(app)/app/areas/[code]/indicators/IndicatorRow.svelte b/src/routes/(app)/app/areas/[code]/indicators/IndicatorRow.svelte
new file mode 100644
index 00000000..9c09e946
--- /dev/null
+++ b/src/routes/(app)/app/areas/[code]/indicators/IndicatorRow.svelte
@@ -0,0 +1,80 @@
+<script lang="ts">
+  import { Observe } from "@onsvisual/svelte-components";
+  import { makeDataUrl } from "$lib/utils.ts";
+  import Beeswarm from "$lib/viz/BeeswarmNew.svelte";
+  import Sparkline from "$lib/viz/Sparkline.svelte";
+
+  let {
+    indicator,
+    timeRange,
+    selected = [],
+    geoGroup,
+    hovered = $bindable(),
+  } = $props();
+
+  let visible = $state();
+
+  let loadedBeeswarmUrl = $state();
+  let beeswarmData = $state();
+
+  let loadedSparklineUrl = $state();
+  let sparklineData = $state();
+
+  async function fetchData(indicator, timeRange, selected, geoLevel, geoExtent, geoCluster, visible) {
+    if (!visible) return;
+    const beeswarmUrl = makeDataUrl(indicator, timeRange[1], "latest", selected, geoLevel, geoExtent, geoCluster);
+    if (beeswarmUrl !== loadedBeeswarmUrl) {
+      try {
+        beeswarmData = await (await fetch(beeswarmUrl)).json();
+      } catch {
+        console.log("Failed to load beeswarm data");
+      }
+      loadedBeeswarmUrl = beeswarmUrl;
+    }
+    const sparklineUrl = makeDataUrl(indicator, timeRange, null, selected);
+    if (sparklineUrl !== loadedSparklineUrl) {
+      try {
+        sparklineData = await (await fetch(sparklineUrl)).json();
+      } catch {
+        console.log("Failed to load sparkline data");
+      }
+      loadedSparklineUrl = sparklineUrl;
+    }
+  }
+  $effect(async () => {
+    console.log(`Refreshing ${indicator} data`);
+    fetchData(indicator, timeRange, selected, geoGroup.geoLevel, geoGroup.geoExtent, geoGroup.geoCluster, visible);
+  });
+</script>
+
+<Observe bind:visible>
+  <div class="indicator-row">
+    <div class="indicator-beeswarm">
+      <Beeswarm data={beeswarmData || {message: "No data"}} {selected} {visible} bind:hovered/>
+    </div>
+    <div class="indicator-sparkline">
+      <Sparkline data={sparklineData || {message: "No data"}} {selected}/>
+    </div>
+  </div>
+</Observe>
+
+<style>
+  .indicator-row {
+    display: flex;
+    flex-direction: row;
+    gap: 1rem;
+    width: 100%;
+    height: 120px;
+  }
+  .indicator-beeswarm {
+    flex-grow: 1;
+    max-width: 470px;
+  }
+  .indicator-sparkline {
+    flex-shrink: 1;
+    width: 170px;
+  }
+  .indicator-row :global(svg) {
+    overflow: visible;
+  }
+</style>
diff --git a/src/routes/(app)/app/areas/search/+page.svelte b/src/routes/(app)/app/areas/search/+page.svelte
new file mode 100644
index 00000000..e69de29b
diff --git a/src/routes/(app)/app/indicators/+page.svelte b/src/routes/(app)/app/indicators/+page.svelte
index a20d4dba..643f9841 100644
--- a/src/routes/(app)/app/indicators/+page.svelte
+++ b/src/routes/(app)/app/indicators/+page.svelte
@@ -19,7 +19,6 @@
 </script>
 
 <PhaseBanner phase="prototype" />
-<Header />
 <!-- update this link when app homepage built -->
 <Breadcrumb links={[{ label: "ELS API experiments", href: resolve("/") }]} />
 
diff --git a/src/routes/(app)/app/indicators/[code]/+page.js b/src/routes/(app)/app/indicators/[code]/+page.js
index 70d34e4a..e222869d 100644
--- a/src/routes/(app)/app/indicators/[code]/+page.js
+++ b/src/routes/(app)/app/indicators/[code]/+page.js
@@ -1,10 +1,24 @@
 import { resolve } from '$app/paths';
+import { geoLevels } from "$lib/config/geo-levels.js";
 
 export const load = async ({ params, fetch }) => {
-  const path = resolve(`/api/v1/metadata/indicators/${params.code}?fullDims=true`);
+  	const path = resolve(`/api/v1/metadata/indicators/${params.code}?fullDims=true`);
 	const indicator = await(await fetch(path)).json();
 
-	return {
-		indicator
-	};
+	const periodPath = resolve(`/api/v1/metadata/indicators/${params.code}/dimensions/period`);
+	const periodsRaw = await(await fetch(periodPath)).json()
+	const periods = Object.keys(periodsRaw.category.index);
+
+	const areasPath = resolve(`/api/v1/geo/list?indicator=${params.code}&year=all`);
+	const areas = (await (await fetch(areasPath)).json())
+		.sort((a, b) => a.areanm.localeCompare(b.areanm));
+	const gLevels = indicator.geography.levels.map(id => ({id, ...geoLevels[id]}));
+		// const periods = Object.keys(metadata.dimensions[1].category.index);
+	
+	  return {
+		indicator,
+		areas,
+		geoLevels: gLevels,
+		periods
+	  };
 };
\ No newline at end of file
diff --git a/src/routes/(app)/app/indicators/[code]/+page.svelte b/src/routes/(app)/app/indicators/[code]/+page.svelte
index 25851bac..3565c264 100644
--- a/src/routes/(app)/app/indicators/[code]/+page.svelte
+++ b/src/routes/(app)/app/indicators/[code]/+page.svelte
@@ -1,452 +1,192 @@
 <script lang="ts">
-	//@ts-nocheck
-	// import MarkdownIt from 'markdown-it';
-	import { base, assets } from '$app/paths';
-	import { afterNavigate } from '$app/navigation';
-	import {
-		Hero,
-		NavSections,
-		NavSection,
-		Dropdown,
-		Table,
-		analyticsEvent,
-		Header
-	} from '@onsvisual/svelte-components';
-	import { capitalise } from '@onsvisual/robo-utils';
-	// import { pivotData, makeMapData } from '$lib/util/datasets/datasetsHelpers';
-	// import ContentBlock from '$lib/components/ContentBlock.svelte';
-	// import Map from '$lib/viz/Map.svelte';
-	// import ChangeAreas from '$lib/interactivity/ChangeAreas.svelte';
-	// import { constructVisibleAreasArray, updateCustomLookup, arrayJoin } from '$lib/utils.js';
-	// import LineChartContainerIndicatorPage from '$lib/prototype-components/indicator-page/LineChartContainerIndicatorPage.svelte';
-	// import BarChartContainerIndicatorPage from '$lib/prototype-components/indicator-page/BarChartContainerIndicatorPage.svelte';
-	// import ChartOptions from '$lib/prototype-components/ChartOptions.svelte';
-	// import Icon from '$lib/components/Icon.svelte';
-	// import { filterGeoGroups } from '$lib/util/geo/filterGeoGroups.js';
-
-	export let data;
-
-	function arrayJoin(arr, separators = [', ', ' and ']) {
-		if (arr.length < 2) return arr.join(separators[0]);
-		return arr.slice(0, -1).join(separators[0]) + separators[1] + arr.slice(-1);
-}
-
-	// const getUnit = (ind) => ind.subText || ind.suffix || ind.prefix;
-
-	// let geoGroups, geoGroup, prevGeoGroup, columns;
-	// let pivotedData, mapData;
-	// let selected = [];
-	// let chosenXDomainNumbStart,
-	// 	chosenXDomainNumbEnd,
-	// 	timePeriodsArray,
-	// 	chosenTimePeriodDropdownLabel,
-	// 	chosenStartTimePeriod;
-	// let showConfidenceIntervals = false;
-
-	// const maxSelection = 10;
-
-	const parseDate = (str) => {
-		const intlString = str.split('/').reverse().join('-') + 'T12:00';
-		const date = new Date(intlString);
-		return date.toLocaleString('en-GB', { year: 'numeric', month: 'long', day: '2-digit' });
-	};
-	// const doSelect = (e) => {
-	// 	const chosen = selectionsObject['indicator-additional-chosen'];
-	// 	const area = e.detail?.area;
-	// 	if (chosen.includes(area.areacd))
-	// 		selectionsObject['indicator-additional-chosen'] = chosen.filter((s) => s !== area.areacd);
-	// 	else if (chosen.length < maxSelection)
-	// 		selectionsObject['indicator-additional-chosen'] = [...chosen, area.areacd];
-	// };
-
-	// const refreshData = () => {
-	// 	chosenXDomainNumbEnd = timePeriodsArray.find(
-	// 		(el) => el.label === chosenTimePeriodDropdownLabel
-	// 	).xDomainNumb;
-	// 	chosenXDomainNumbStart = Math.min(chosenXDomainNumbStart, chosenXDomainNumbEnd);
-
-	// 	pivotedData = geoGroup?.codes ? pivotData(data.chartData, geoGroup?.codes) : [];
-	// };
-
-	// afterNavigate(() => {
-	// 	geoGroups = filterGeoGroups(data.indicator.inferredGeos);
-	// 	geoGroup = geoGroups[geoGroups.length - 1];
-	// 	prevGeoGroup = geoGroup;
-
-	// 	timePeriodsArray = metadata.periodsLookupArray.filter(
-	// 		(el) =>
-	// 			el.id === data.indicator.id &&
-	// 			el.xDomainNumb >= data.indicator.minXDomainNumb &&
-	// 			el.xDomainNumb <= data.indicator.maxXDomainNumb
-	// 	);
-	// 	chosenXDomainNumbStart = data.indicator.minXDomainNumb;
-	// 	chosenXDomainNumbEnd = data.indicator.maxXDomainNumb;
-	// 	chosenTimePeriodDropdownLabel = timePeriodsArray.find(
-	// 		(el) => el.xDomainNumb === chosenXDomainNumbEnd
-	// 	).label;
-
-	// 	columns = [
-	// 		{ key: 'areacd', label: 'Area code' },
-	// 		{ key: 'areanm', label: 'Area name' },
-	// 		...timePeriodsArray.map((t) => ({
-	// 			key: t.xDomainNumb,
-	// 			label: t.label,
-	// 			numeric: true,
-	// 			dp: +data.indicator.metadata.decimalPlaces
-	// 		}))
-	// 	];
-	// 	refreshData();
-
-	// 	selectionsObject['indicator-related-chosen'] = data.indicator.metadata.initialGeographyLevel;
-
-	// 	selectionsObject['indicator-additional-chosen'] =
-	// 		data.indicator.metadata.standardised === 'F'
-	// 			? []
-	// 			: codesForAreasWithData.includes('K02000001')
-	// 				? ['K02000001']
-	// 				: codesForAreasWithData.includes('K03000001')
-	// 					? ['K03000001']
-	// 					: countriesWithDataCodes.length === 1
-	// 						? countriesWithDataCodes
-	// 						: [];
-	// });
-
-	// function filterDuplicateAreas(data, areasObject) {
-	// 	const areacds = Array.from(new Set(data.map((d) => d.areacd)));
-	// 	const areas = areacds.map((cd) => areasObject[cd]);
-	// 	const obsolete = new Set(
-	// 		areas
-	// 			.filter((area) => area.areanm.endsWith('(obsolete)'))
-	// 			.map((area) => `${area.areacd.slice(0, 3)}_${area.areanm.slice(0, -11)}`)
-	// 	);
-	// 	const remove = new Set(
-	// 		areas
-	// 			.filter((area) => obsolete.has(`${area.areacd.slice(0, 3)}_${area.areanm}`))
-	// 			.map((area) => area.areacd)
-	// 	);
-
-	// 	return data.filter((d) => !remove.has(d.areacd));
-	// }
-
-	// $: mapData =
-	// 	geoGroup?.codes && chosenXDomainNumbEnd && data.indicator.years.includes(chosenXDomainNumbEnd)
-	// 		? makeMapData(
-	// 				filterDuplicateAreas(data.chartData, data.metadata.areasObject),
-	// 				geoGroup?.codes,
-	// 				chosenXDomainNumbEnd
-	// 			)
-	// 		: { data: [], breaks: [] };
-
-	// $: chosenTimePeriodsArray = timePeriodsArray
-	// 	? timePeriodsArray.filter(
-	// 			(el) => el.xDomainNumb >= chosenXDomainNumbStart && el.xDomainNumb <= chosenXDomainNumbEnd
-	// 		)
-	// 	: null;
-
-	// $: chosenStartTimePeriod = timePeriodsArray
-	// 	? timePeriodsArray.find((el) => el.xDomainNumb === chosenXDomainNumbStart)
-	// 	: null;
-
-	// let metadata = data.metadata;
-
-	// $: codesForAreasWithData = [
-	// 	...new Set(
-	// 		filterDuplicateAreas(data.chartData, data.metadata.areasObject).map((el) => el.areacd)
-	// 	)
-	// ];
-
-	// $: lowerTierLocalAuthoritiesWithDataCodes = metadata.areasGeogLevelObject.lower.filter((el) =>
-	// 	codesForAreasWithData.includes(el)
-	// );
-	// $: lowerTierLocalAuthoritiesWithDataAreas = lowerTierLocalAuthoritiesWithDataCodes.map(
-	// 	(el) => metadata.areasObject[el]
-	// );
-
-	// $: upperTierLocalAuthoritiesWithDataCodes = metadata.areasGeogLevelObject.upper.filter((el) =>
-	// 	codesForAreasWithData.includes(el)
-	// );
-	// $: upperTierLocalAuthoritiesWithDataAreas = upperTierLocalAuthoritiesWithDataCodes.map(
-	// 	(el) => metadata.areasObject[el]
-	// );
-
-	// $: combinedAuthoritiesWithDataCodes = metadata.areasGeogLevelObject.combined.filter((el) =>
-	// 	codesForAreasWithData.includes(el)
-	// );
-	// $: combinedAuthoritiesWithDataAreas = combinedAuthoritiesWithDataCodes.map(
-	// 	(el) => metadata.areasObject[el]
-	// );
-
-	// $: regionsWithDataCodes = metadata.areasGeogLevelObject.region.filter((el) =>
-	// 	codesForAreasWithData.includes(el)
-	// );
-	// $: regionsWithDataAreas = regionsWithDataCodes.map((el) => metadata.areasObject[el]);
-
-	// $: countriesWithDataCodes = metadata.areasGeogLevelObject.country.filter((el) =>
-	// 	codesForAreasWithData.includes(el)
-	// );
-	// $: countriesWithDataAreas = countriesWithDataCodes.map((el) => metadata.areasObject[el]);
-
-	// $: parentAndRelatedAreasObject = {
-	// 	parent: null,
-	// 	country: null,
-	// 	uk: null,
-	// 	groups: {
-	// 		country: {
-	// 			labels: {
-	// 				related: 'All countries'
-	// 			},
-	// 			areas: countriesWithDataAreas.sort((a, b) =>
-	// 				a.areanm > b.areanm ? 1 : b.areanm > a.areanm ? -1 : 0
-	// 			),
-	// 			codes: countriesWithDataCodes
-	// 		},
-	// 		region: {
-	// 			labels: {
-	// 				related: 'All regions'
-	// 			},
-	// 			areas: regionsWithDataAreas.sort((a, b) =>
-	// 				a.areanm > b.areanm ? 1 : b.areanm > a.areanm ? -1 : 0
-	// 			),
-	// 			codes: regionsWithDataCodes
-	// 		},
-	// 		combined: {
-	// 			labels: {
-	// 				related: 'All combined authorities'
-	// 			},
-	// 			areas: combinedAuthoritiesWithDataAreas.sort((a, b) =>
-	// 				a.areanm > b.areanm ? 1 : b.areanm > a.areanm ? -1 : 0
-	// 			),
-	// 			codes: combinedAuthoritiesWithDataCodes
-	// 		},
-	// 		utla: {
-	// 			labels: {
-	// 				related: 'All upper-tier/unitary authorities'
-	// 			},
-	// 			areas: upperTierLocalAuthoritiesWithDataAreas.sort((a, b) =>
-	// 				a.areanm > b.areanm ? 1 : b.areanm > a.areanm ? -1 : 0
-	// 			),
-	// 			codes: upperTierLocalAuthoritiesWithDataCodes
-	// 		},
-	// 		ltla: {
-	// 			labels: {
-	// 				related: 'All lower-tier/unitary authorities'
-	// 			},
-	// 			areas: lowerTierLocalAuthoritiesWithDataAreas.sort((a, b) =>
-	// 				a.areanm > b.areanm ? 1 : b.areanm > a.areanm ? -1 : 0
-	// 			),
-	// 			codes: lowerTierLocalAuthoritiesWithDataCodes
-	// 		}
-	// 	}
-	// };
-
-	// $: changeAreasOptionsObject = {
-	// 	country: countriesWithDataAreas,
-	// 	region: regionsWithDataAreas,
-	// 	combined: combinedAuthoritiesWithDataAreas,
-	// 	upper: upperTierLocalAuthoritiesWithDataAreas,
-	// 	lower: lowerTierLocalAuthoritiesWithDataAreas,
-	// 	related: Object.keys(parentAndRelatedAreasObject.groups)
-	// 		.filter((el) => parentAndRelatedAreasObject.groups[el].areas.length > 0)
-	// 		.map((el) => ({
-	// 			key: el,
-	// 			label: parentAndRelatedAreasObject.groups[el].labels.related
-	// 		}))
-	// };
-
-	// let selectionsObject = {
-	// 	'indicator-additional-chosen': new Array(0),
-	// 	'indicator-additional-visible': new Array(0),
-	// 	'indicator-related-chosen': null,
-	// 	'indicator-related-visible': null
-	// };
-
-	// function updateSelections(chosenElement, related) {
-	// 	return constructVisibleAreasArray(
-	// 		chosenElement,
-	// 		related,
-	// 		parentAndRelatedAreasObject,
-	// 		metadata.areasObject
-	// 	);
-	// }
-
-	// $: selectionsObject['indicator-additional-visible'] = updateSelections(
-	// 	selectionsObject['indicator-additional-chosen'],
-	// 	false
-	// );
-
-	// $: selectionsObject['indicator-related-visible'] = updateSelections(
-	// 	selectionsObject['indicator-related-chosen'],
-	// 	true
-	// );
-
-	// $: accordionArrayMap = [
-	// 	{
-	// 		label: '',
-	// 		type: 'checkbox',
-	// 		chosenKey: 'indicator-additional',
-	// 		accordion: true,
-	// 		options: [
-	// 			{
-	// 				key: 'ctry',
-	// 				label: 'Countries',
-	// 				data: changeAreasOptionsObject.country,
-	// 				accordion: true,
-	// 				include: true
-	// 			},
-	// 			{
-	// 				key: 'rgn',
-	// 				label: 'Countries and regions',
-	// 				data: changeAreasOptionsObject.region,
-	// 				accordion: true,
-	// 				include: true
-	// 			},
-	// 			{
-	// 				key: 'cauth',
-	// 				label: 'Combined authorities',
-	// 				data: changeAreasOptionsObject.combined,
-	// 				accordion: true,
-	// 				include: true
-	// 			},
-	// 			{
-	// 				key: 'utla',
-	// 				label: 'Upper-tier/unitary authorities',
-	// 				data: changeAreasOptionsObject.upper,
-	// 				accordion: true,
-	// 				include: true
-	// 			},
-	// 			{
-	// 				key: 'ltla',
-	// 				label: 'Lower-tier/unitary authorities',
-	// 				data: changeAreasOptionsObject.lower,
-	// 				accordion: true,
-	// 				include: true
-	// 			}
-	// 		].filter((op) => op.key === geoGroup?.key)
-	// 	}
-	// ];
-
-	// // $: console.log(accordionArrayMap);
-
-	// $: accordionArrayLineBarBeeswarm = [
-	// 	{
-	// 		label: 'Selected areas',
-	// 		type: 'checkbox',
-	// 		chosenKey: 'indicator-additional',
-	// 		accordion: true,
-	// 		options: [
-	// 			{
-	// 				key: 'ctry',
-	// 				label: 'Countries',
-	// 				data: changeAreasOptionsObject.country,
-	// 				accordion: true,
-	// 				include: true
-	// 			},
-	// 			{
-	// 				key: 'rgn',
-	// 				label: 'Countries and regions',
-	// 				data: changeAreasOptionsObject.region,
-	// 				accordion: true,
-	// 				include: true
-	// 			},
-	// 			{
-	// 				key: 'combined',
-	// 				label: 'Combined authorities',
-	// 				data: changeAreasOptionsObject.combined,
-	// 				accordion: true,
-	// 				include: true
-	// 			},
-	// 			{
-	// 				key: 'utla',
-	// 				label: 'Upper-tier/unitary authorities',
-	// 				data: changeAreasOptionsObject.upper,
-	// 				accordion: true,
-	// 				include: true
-	// 			},
-	// 			{
-	// 				key: 'ltla',
-	// 				label: 'Lower-tier/unitary authorities',
-	// 				data: changeAreasOptionsObject.lower,
-	// 				accordion: true,
-	// 				include: true
-	// 			}
-	// 		]
-	// 	},
-	// 	{
-	// 		label: 'Other areas',
-	// 		type: 'radio',
-	// 		search: null,
-	// 		chosenKey: 'indicator-related',
-	// 		accordion: true,
-	// 		options: [
-	// 			{
-	// 				data: changeAreasOptionsObject.related,
-	// 				accordion: false,
-	// 				labelKey: 'label',
-	// 				idKey: 'key'
-	// 			},
-	// 			{
-	// 				data: [{ label: 'None', key: 'none' }],
-	// 				accordion: false,
-	// 				labelKey: 'label',
-	// 				idKey: 'key'
-	// 			}
-	// 		]
-	// 	}
-	// ];
-
-	// $: customLookup = {
-	// 	'indicator-additional-visible': {}
-	// };
-
-	// $: {
-	// 	customLookup['indicator-additional-visible'] = updateCustomLookup(
-	// 		customLookup['indicator-additional-visible'],
-	// 		selectionsObject['indicator-additional-visible'].filter((el) => el.role === 'custom')
-	// 	);
-	// }
-
-    $: console.log(data.indicator)
-
-	$: source = data.indicator.source
-	$: sourceName = source.map(d => d.name)
-	$: sourceLink = source.map(d => d.href)
-	$: sourceDate = source.map(d => d.date)
-	// $: experimental = data.indicator.experimentalStatistic === 'T';
-	$: caveats = data.indicator.caveats
-	// 	? new MarkdownIt().render(data.indicator.metadata.caveats)
-	// 	: null;
+  //@ts-nocheck
+  import { base, assets } from "$app/paths";
+  import { afterNavigate } from "$app/navigation";
+  import { setContext } from "svelte";
+  import {
+    Hero,
+    NavSections,
+    NavSection,
+    Dropdown,
+    Table,
+    analyticsEvent,
+    Header,
+    LazyLoad,
+  } from "@onsvisual/svelte-components";
+  import { capitalise } from "@onsvisual/robo-utils";
+  import { fetchChartDataV1 } from "$lib/utils.ts";
+  import AreasModal from "$lib/components/modals/AreasModal.svelte";
+  import OptionsModal from "$lib/components/modals/OptionsModal.svelte";
+  import Map from "$lib/viz/Map.svelte";
+  import Bar from "$lib/viz/Bar.svelte";
+  import Line from "$lib/viz/Line.svelte";
+  import { makePeriodFormatter } from "$lib/utils.ts";
+
+  let { data } = $props();
+  $inspect(data);
+
+  function arrayJoin(arr, separators = [", ", " and "]) {
+    if (arr.length < 2) return arr.join(separators[0]);
+    return arr.slice(0, -1).join(separators[0]) + separators[1] + arr.slice(-1);
+  }
+
+  // const maxSelection = 10;
+
+  const parseDate = (str) => {
+    const intlString = str.split("/").reverse().join("-") + "T12:00";
+    const date = new Date(intlString);
+    return date.toLocaleString("en-GB", {
+      year: "numeric",
+      month: "long",
+      day: "2-digit",
+    });
+  };
+
+  export function pivotData(data, formatPeriod = (d) => d, filter = null) {
+    const piv = {};
+
+    for (const d of data) {
+      if (!filter || filter.includes(d.areacd.slice(0, 3))) {
+        if (!piv[d.areacd])
+          piv[d.areacd] = { "Area code": d.areacd, "Area name": d.areanm };
+        piv[d.areacd][formatPeriod(d["period"])] = d.value;
+      }
+    }
+
+    return Object.keys(piv)
+      .map((key) => piv[key])
+      .sort((a, b) => a["Area name"].localeCompare(b["Area name"]));
+  }
+
+  let formatPeriod = $derived(makePeriodFormatter(data.indicator.periodFormat));
+
+  let pageState = $state({
+    selectedAreas: [],
+    selectedGeoLevel: data.geoLevels.find(
+      (g) => g.id === data.indicator.geography.initialLevel
+    ),
+    selectedPeriodRange: [
+      data.periods[0],
+      data.periods[data.periods.length - 1],
+    ],
+    showConfidenceIntervals: false,
+    formatPeriod: () => formatPeriod,
+  });
+  setContext("pageState", pageState);
 </script>
 
-<Header/>
+<Header />
 
 <Hero
-	title={data.indicator.label}
-	width="medium"
-	meta={[
-		{
-			key: source.length === 1 ? 'Data source' : 'Data sources',
-			value: arrayJoin(
-				Array.from(sourceName.keys().map(
-					(i) => `<a href="${sourceLink[i]}" target="_blank">${sourceName[i]}</a>`
-				))
-			)
-		},
-		{
-			key: 'Published on',
-			value: sourceDate.every((d) => d === sourceDate[0])
-				? parseDate(sourceDate[0])
-				: arrayJoin(sourceDate.map((d) => parseDate(d)))
-		}
-	]}
-	background="#eaeaea"
-	titleBadge={{
-		// label: experimental ? 'Official statistics in development' : capitalise(data.indicator.topic),
-		label: capitalise(data.indicator.topic),
-		ariaLabel: `Topic: ${capitalise(data.indicator.topic)}`,
-		color: '#003c57'
-	}}
+  title={data.indicator.label}
+  width="medium"
+  meta={[
+    {
+      key: data.indicator.source.length === 1 ? "Data source" : "Data sources",
+      value: arrayJoin(
+        data.indicator.source.map(
+          (s) => `<a href="${s.href}" target="_blank">${s.name}</a>`
+        )
+      ),
+    },
+    {
+      key: "Published on",
+      value: parseDate(data.indicator.updated),
+    },
+  ]}
+  background="#eaeaea"
+  titleBadge={{
+    label: data.indicator.experimentalStatistic
+      ? "Official statistics in development"
+      : capitalise(data.indicator.topic),
+    ariaLabel: `Topic: ${capitalise(data.indicator.topic)}`,
+    color: "#003c57",
+  }}
 >
-	<p class="ons-hero__text">
-		{data.indicator.description}
-	</p>
-</Hero>
\ No newline at end of file
+  <p class="ons-hero__text">
+    {data.indicator.description}
+  </p>
+</Hero>
+
+<NavSections>
+  {#if data.indicator.standardised}
+    <NavSection title="Map">
+      <div class="row-container">
+        <div class="content-dropdowns" data-html2canvas-ignore>
+          <AreasModal />
+          <OptionsModal />
+        </div>
+      </div>
+      <LazyLoad>
+        <div class="chart-container map-container">
+          {#await fetchChartDataV1( data.indicator.slug, { geo: pageState.selectedGeoLevel.id, time: pageState.selectedPeriodRange[1].slice(0, 10) } )}
+            Fetching chart data
+          {:then chartData}
+            <Map data={chartData} />
+          {:catch}
+            Failed to load chart data
+          {/await}
+        </div>
+      </LazyLoad>
+    </NavSection>
+  {/if}
+  <NavSection title="Line">
+    <LazyLoad>
+      <div class="chart-container">
+        {#await fetchChartDataV1( data.indicator.slug, { geo: pageState.selectedGeoLevel.id, time: pageState.selectedPeriodRange.map( (p) => p.slice(0, 10) ) } )}
+          Fetching chart data
+        {:then chartData}
+          <Line data={chartData} />
+        {:catch}
+          Failed to load chart data
+        {/await}
+      </div>
+    </LazyLoad>
+  </NavSection>
+  <NavSection title="Bar">
+    <LazyLoad>
+      <div class="chart-container">
+        {#await fetchChartDataV1( data.indicator.slug, { geo: pageState.selectedGeoLevel.id, time: pageState.selectedPeriodRange[1].slice(0, 10) } )}
+          Fetching chart data
+        {:then chartData}
+          <Bar data={chartData} />
+        {:catch}
+          Failed to load chart data
+        {/await}
+      </div>
+    </LazyLoad>
+  </NavSection>
+  <NavSection title="Table">
+    <LazyLoad>
+      <div class="chart-container">
+        {#await fetchChartDataV1( data.indicator.slug, { geo: pageState.selectedGeoLevel.id, time: "all" } )}
+          Fetching chart data
+        {:then chartData}
+          <Table
+            data={pivotData(chartData, formatPeriod)}
+            sortable
+            compact
+            height={400}
+          />
+        {:catch}
+          Failed to load chart data
+        {/await}
+      </div>
+    </LazyLoad>
+  </NavSection>
+</NavSections>
+
+<style>
+  .chart-container {
+    display: block;
+    width: 100%;
+    min-height: 300px;
+    margin-bottom: 32px;
+  }
+  .map-container {
+    max-width: 400px;
+  }
+  .chart-container :global(svg) {
+    overflow: visible;
+  }
+</style>
diff --git a/src/routes/(demo)/area/+page.svelte b/src/routes/(demo)/area/+page.svelte
index 534a7ae6..2153a3b6 100644
--- a/src/routes/(demo)/area/+page.svelte
+++ b/src/routes/(demo)/area/+page.svelte
@@ -14,7 +14,7 @@
     LazyLoad
   } from "@onsvisual/svelte-components";
   import Beeswarm from "$lib/viz/Beeswarm.svelte";
-  import { fetchTopicsData } from "$lib/utils.js";
+  import { fetchTopicsData } from "$lib/utils.ts";
 
   export let data;
 
diff --git a/src/routes/(demo)/areas/[code]/+page.svelte b/src/routes/(demo)/areas/[code]/+page.svelte
index 39337f37..224e1dda 100644
--- a/src/routes/(demo)/areas/[code]/+page.svelte
+++ b/src/routes/(demo)/areas/[code]/+page.svelte
@@ -13,7 +13,7 @@
     Icon
   } from "@onsvisual/svelte-components";
   import groupAreasByLevel from "$lib/api/geo/helpers/groupAreasByLevel.js";
-  import { fetchChartData } from "$lib/utils.js";
+  import { fetchChartData } from "$lib/utils.ts";
 
   let { data } = $props();
   $inspect(data);
diff --git a/src/routes/(demo)/charts/+page.svelte b/src/routes/(demo)/charts/+page.svelte
index d886ba63..33a5d0ed 100644
--- a/src/routes/(demo)/charts/+page.svelte
+++ b/src/routes/(demo)/charts/+page.svelte
@@ -14,7 +14,7 @@
     LazyLoad
   } from "@onsvisual/svelte-components";
   import Beeswarm from "$lib/viz/Beeswarm.svelte";
-  import { fetchChartDataV1 } from "$lib/utils.js";
+  import { fetchChartDataV1 } from "$lib/utils.ts";
 
   export let data;
 
diff --git a/src/routes/(demo)/formats/+page.svelte b/src/routes/(demo)/formats/+page.svelte
index f22fefed..de27dccb 100644
--- a/src/routes/(demo)/formats/+page.svelte
+++ b/src/routes/(demo)/formats/+page.svelte
@@ -9,7 +9,7 @@
     Grid,
     DataCard
   } from "@onsvisual/svelte-components";
-  import { makeValueFormatter, makePeriodFormatter } from "$lib/utils.js";
+  import { makeValueFormatter, makePeriodFormatter } from "$lib/utils.ts";
 
   let { data } = $props();
 
diff --git a/src/routes/(demo)/indicator/+page.svelte b/src/routes/(demo)/indicator/+page.svelte
index a46b74ea..3ef89af5 100644
--- a/src/routes/(demo)/indicator/+page.svelte
+++ b/src/routes/(demo)/indicator/+page.svelte
@@ -16,7 +16,7 @@
   import Map from "$lib/viz/Map.svelte";
   import Bar from "$lib/viz/Bar.svelte";
   import Line from "$lib/viz/Line.svelte";
-  import { fetchChartData } from "$lib/utils.js";
+  import { fetchChartData } from "$lib/utils.ts";
 
   export let data;
 
diff --git a/src/routes/(demo)/indicators/[code]/+page.svelte b/src/routes/(demo)/indicators/[code]/+page.svelte
index d36eaec8..87f2d23c 100644
--- a/src/routes/(demo)/indicators/[code]/+page.svelte
+++ b/src/routes/(demo)/indicators/[code]/+page.svelte
@@ -13,7 +13,7 @@
   import Map from "$lib/viz/Map.svelte";
   import Bar from "$lib/viz/Bar.svelte";
   import Line from "$lib/viz/Line.svelte";
-  import { fetchChartData } from "$lib/utils.js";
+  import { fetchChartData } from "$lib/utils.ts";
 
   export let data;
 </script>
diff --git a/src/routes/(demo)/modals/+page.svelte b/src/routes/(demo)/modals/+page.svelte
index 0fc80895..90252dc6 100644
--- a/src/routes/(demo)/modals/+page.svelte
+++ b/src/routes/(demo)/modals/+page.svelte
@@ -10,7 +10,7 @@
   } from "@onsvisual/svelte-components";
   import AreasModal from "$lib/components/modals/AreasModal.svelte";
   import OptionsModal from "$lib/components/modals/OptionsModal.svelte";
-  import { makePeriodFormatter } from "$lib/utils.js";
+  import { makePeriodFormatter } from "$lib/utils.ts";
 
   let { data } = $props();
 
diff --git a/src/routes/(demo)/pyramid/+page.svelte b/src/routes/(demo)/pyramid/+page.svelte
index 66331814..8aa3b532 100644
--- a/src/routes/(demo)/pyramid/+page.svelte
+++ b/src/routes/(demo)/pyramid/+page.svelte
@@ -6,7 +6,7 @@
     Select,
     Button,
   } from "@onsvisual/svelte-components";
-  import { fetchChartDataV1 } from "$lib/utils.js";
+  import { fetchChartDataV1 } from "$lib/utils.ts";
   import Pyramid from "./Pyramid.svelte";
   import BarcodeJoined from "./BarcodeJoined.svelte";
 
diff --git a/src/routes/(demo)/query/+page.svelte b/src/routes/(demo)/query/+page.svelte
index 99edb59d..370f1a9e 100644
--- a/src/routes/(demo)/query/+page.svelte
+++ b/src/routes/(demo)/query/+page.svelte
@@ -1,7 +1,7 @@
 <script>
   import { resolve } from "$app/paths";
   import { page } from "$app/state";
-  import { sleep } from "$lib/utils.js";
+  import { sleep } from "$lib/utils.ts";
   import {
     PhaseBanner,
     Header,