fix(dashboard): read numeric SQL coordinates as geo map locations

test(dashboard): split geo map panel tests by behaviour
fix(dashboard): keep geo map points on area change, exact drilldown values and row cap
2026-11-03 06:50:42 +00:00 · 2026-11-03 10:39:54 +05:30 · 2026-11-03 10:33:44 +05:30 · 2026-11-03 10:33:40 +05:30 · 2026-11-03 10:25:46 +05:30 · 2026-11-03 10:25:26 +05:30
432 changed files with 16449 additions and 607 deletions
--- a/docs/api/openapi.yml
+++ b/docs/api/openapi.yml
@@ -4283,6 +4283,11 @@ components:
            last_6_hr, last_1_day, last_3_days, last_1_week or last_1_month pin a
            fixed window.'
      type: object
+    DashboardtypesBubbleRadius:
+      maximum: 64
+      minimum: 1
+      nullable: true
+      type: integer
    DashboardtypesBuilderQuerySpec:
      discriminator:
        mapping:
@@ -4515,6 +4520,231 @@ components:
      minimum: 0
      nullable: true
      type: number
+    DashboardtypesGeoMapBubbles:
+      properties:
+        maxRadius:
+          allOf:
+          - $ref: '#/components/schemas/DashboardtypesBubbleRadius'
+          description: Radius of the largest circle, in CSS pixels from 1 to 64. Null
+            means 8 on the points layer, 28 otherwise.
+        minRadius:
+          allOf:
+          - $ref: '#/components/schemas/DashboardtypesBubbleRadius'
+          description: Radius of the smallest circle, in CSS pixels from 1 to 64.
+            Null means 2 on the points layer, 3 otherwise.
+      type: object
+    DashboardtypesGeoMapChartAppearance:
+      properties:
+        bubbles:
+          allOf:
+          - $ref: '#/components/schemas/DashboardtypesGeoMapBubbles'
+          description: The circle radius range of the bubbles and points layers.
+        colors:
+          allOf:
+          - $ref: '#/components/schemas/DashboardtypesGeoMapColors'
+          description: The color scale applied to the colorBy values.
+        labels:
+          description: Shows country and state names once each fits inside its shape.
+            Null shows them.
+          nullable: true
+          type: boolean
+      type: object
+    DashboardtypesGeoMapColors:
+      properties:
+        fill:
+          description: The hex color varied in opacity mode. Empty uses the default
+            fill.
+          type: string
+        max:
+          description: The value mapped to the highest color. Null uses the highest
+            value in the data.
+          nullable: true
+          type: number
+        min:
+          description: The value mapped to the lowest color. Null uses the lowest
+            value in the data. Must not exceed max.
+          nullable: true
+          type: number
+        mode:
+          allOf:
+          - $ref: '#/components/schemas/DashboardtypesHeatmapColorMode'
+          description: 'How values are colored: palette (default) picks a hue from
+            palette, opacity varies the opacity of fill.'
+        palette:
+          allOf:
+          - $ref: '#/components/schemas/DashboardtypesHeatmapPalette'
+          description: The named color ramp used in palette mode, such as lava (default),
+            ice or ember.
+        scale:
+          allOf:
+          - $ref: '#/components/schemas/DashboardtypesHeatmapColorScale'
+          description: 'How values map onto the color range: log (default), sqrt or
+            linear.'
+        steps:
+          description: The number of distinct color steps, 2 to 128. 0 uses the chart
+            default.
+          type: integer
+      type: object
+    DashboardtypesGeoMapCountryFormat:
+      enum:
+      - auto
+      - alpha2
+      - alpha3
+      - name
+      type: string
+    DashboardtypesGeoMapLayer:
+      enum:
+      - regions
+      - bubbles
+      - points
+      type: string
+    DashboardtypesGeoMapLocation:
+      properties:
+        country:
+          description: Group-by key holding the country, for the country and subdivision
+            modes. Empty detects it by name, such as geo.country.iso_code.
+          type: string
+        countryFormat:
+          allOf:
+          - $ref: '#/components/schemas/DashboardtypesGeoMapCountryFormat'
+          description: 'How country values are written: auto (default) detects it,
+            alpha2, alpha3 or name.'
+        lat:
+          description: Group-by key holding the latitude, for the coordinates mode.
+            Empty detects it by name.
+          type: string
+        lon:
+          description: Group-by key holding the longitude, for the coordinates mode.
+            Empty detects it by name.
+          type: string
+        mode:
+          allOf:
+          - $ref: '#/components/schemas/DashboardtypesGeoMapLocationMode'
+          description: 'How rows are placed: auto (default) detects it from the group-by
+            keys, country, subdivision or coordinates.'
+        region:
+          description: Group-by key holding the ISO 3166-2 region code (e.g. geo.region.iso_code),
+            for the subdivision mode. Empty detects it by name.
+          type: string
+      required:
+      - mode
+      - countryFormat
+      type: object
+    DashboardtypesGeoMapLocationMode:
+      enum:
+      - auto
+      - country
+      - subdivision
+      - coordinates
+      type: string
+    DashboardtypesGeoMapPanelSpec:
+      properties:
+        chartAppearance:
+          allOf:
+          - $ref: '#/components/schemas/DashboardtypesGeoMapChartAppearance'
+          description: Color scale, bubble size and labels.
+        formatting:
+          allOf:
+          - $ref: '#/components/schemas/DashboardtypesTableFormatting'
+          description: Per-column units and decimal precision.
+        legend:
+          allOf:
+          - $ref: '#/components/schemas/DashboardtypesLegend'
+          description: Legend placement.
+        location:
+          allOf:
+          - $ref: '#/components/schemas/DashboardtypesGeoMapLocation'
+          description: The group-by columns that place each row on the map.
+        map:
+          allOf:
+          - $ref: '#/components/schemas/DashboardtypesGeoMapSettings'
+          description: Layer, view, projection and the value columns drawn.
+        thresholds:
+          description: Rules that recolor a shape, bubble or point when its value
+            compares to a threshold as specified.
+          items:
+            $ref: '#/components/schemas/DashboardtypesGeoMapThreshold'
+          nullable: true
+          type: array
+        visualization:
+          allOf:
+          - $ref: '#/components/schemas/DashboardtypesBasicVisualization'
+          description: The time range the values are computed over.
+      type: object
+    DashboardtypesGeoMapProjection:
+      enum:
+      - mercator
+      - equal_earth
+      - natural_earth
+      type: string
+    DashboardtypesGeoMapSettings:
+      properties:
+        colorBy:
+          description: Value column key, as in a Table panel, that sets the color.
+            Empty uses the first value column.
+          type: string
+        layer:
+          allOf:
+          - $ref: '#/components/schemas/DashboardtypesGeoMapLayer'
+          description: 'What is drawn: regions (default) fills each shape, bubbles
+            draws a circle per region, points a circle per coordinate.'
+        projection:
+          allOf:
+          - $ref: '#/components/schemas/DashboardtypesGeoMapProjection'
+          description: 'The map projection: mercator (default), equal_earth or natural_earth.'
+        sizeBy:
+          description: Value column key, as in a Table panel, that sets the bubble
+            or point size. Empty uses colorBy.
+          type: string
+        view:
+          allOf:
+          - $ref: '#/components/schemas/DashboardtypesGeoMapView'
+          description: 'The area shown: world (default), fit to the data, a continent,
+            or country with viewCountry.'
+        viewCountry:
+          description: Uppercase ISO 3166-1 alpha-2 code of the country the country
+            view shows.
+          type: string
+      required:
+      - layer
+      - view
+      - projection
+      type: object
+    DashboardtypesGeoMapThreshold:
+      properties:
+        color:
+          description: 'The CSS color of the shape, bubble or point while the threshold
+            is active, for example #F1575F; CSS named colors such as red also work.'
+          type: string
+        operator:
+          allOf:
+          - $ref: '#/components/schemas/DashboardtypesComparisonOperator'
+          description: 'The comparison that activates the threshold: above (default),
+            below, above_or_equal, below_or_equal, equal or not_equal.'
+        unit:
+          description: The unit id of value, such as ms or percent. Empty means the
+            colorBy column's unit.
+          type: string
+        value:
+          description: The value compared against, in unit.
+          format: double
+          type: number
+      required:
+      - value
+      - color
+      type: object
+    DashboardtypesGeoMapView:
+      enum:
+      - world
+      - fit
+      - africa
+      - asia
+      - europe
+      - north_america
+      - south_america
+      - oceania
+      - country
+      type: string
    DashboardtypesGettableDashboardV2:
      properties:
        createdAt:
@@ -5252,6 +5482,7 @@ components:
        mapping:
          signoz/AreaChartPanel: '#/components/schemas/DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesAreaChartPanelSpec'
          signoz/BarChartPanel: '#/components/schemas/DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesBarChartPanelSpec'
+          signoz/GeoMapPanel: '#/components/schemas/DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesGeoMapPanelSpec'
          signoz/HeatmapPanel: '#/components/schemas/DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesHeatmapPanelSpec'
          signoz/HistogramPanel: '#/components/schemas/DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesHistogramPanelSpec'
          signoz/ListPanel: '#/components/schemas/DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesListPanelSpec'
@@ -5274,6 +5505,7 @@ components:
      - $ref: '#/components/schemas/DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesTextPanelSpec'
      - $ref: '#/components/schemas/DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesHeatmapPanelSpec'
      - $ref: '#/components/schemas/DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesScatterPlotPanelSpec'
+      - $ref: '#/components/schemas/DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesGeoMapPanelSpec'
      type: object
    DashboardtypesPanelPluginKind:
      enum:
@@ -5288,6 +5520,7 @@ components:
      - signoz/TextPanel
      - signoz/HeatmapPanel
      - signoz/ScatterPlotPanel
+      - signoz/GeoMapPanel
      type: string
    DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesAreaChartPanelSpec:
      properties:
@@ -5319,6 +5552,21 @@ components:
      - kind
      - spec
      type: object
+    DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesGeoMapPanelSpec:
+      properties:
+        kind:
+          description: The panel kind.
+          enum:
+          - signoz/GeoMapPanel
+          type: string
+        spec:
+          allOf:
+          - $ref: '#/components/schemas/DashboardtypesGeoMapPanelSpec'
+          description: The options for this panel kind. {} accepts every default.
+      required:
+      - kind
+      - spec
+      type: object
    DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesHeatmapPanelSpec:
      properties:
        kind:
--- a/frontend/jest.config.ts
+++ b/frontend/jest.config.ts
@@ -56,10 +56,10 @@ const config: Config.InitialOptions = {
 	transformIgnorePatterns: [
 		// @chenglou/pretext is ESM-only; @signozhq/ui pulls it in via text-ellipsis.
 		// Pattern 1: allow .pnpm virtual store through (handled by pattern 2), plus root-level ESM packages.
-		'node_modules/(?!(\\.pnpm|react-json-tree|react-base16-styling|lodash-es|react-dnd|core-dnd|@react-dnd|dnd-core|react-dnd-html5-backend|axios|@chenglou/pretext|@signozhq/design-tokens|@signozhq|date-fns|d3-interpolate|d3-color|api|@codemirror|@lezer|@marijn|@grafana|nuqs|uuid|copy-text-to-clipboard|react-markdown|vfile|vfile-message|unist-util-stringify-position|unified|bail|is-plain-obj|trough|remark-parse|remark-gfm|mdast-util-gfm|mdast-util-gfm-autolink-literal|mdast-util-gfm-footnote|mdast-util-gfm-strikethrough|mdast-util-gfm-table|mdast-util-gfm-task-list-item|mdast-util-find-and-replace|mdast-util-phrasing|mdast-util-to-markdown|markdown-table|longest-streak|ccount|escape-string-regexp|mdast-util-from-markdown|mdast-util-to-string|micromark|micromark-core-commonmark|micromark-extension-gfm|micromark-extension-gfm-autolink-literal|micromark-extension-gfm-footnote|micromark-extension-gfm-strikethrough|micromark-extension-gfm-table|micromark-extension-gfm-tagfilter|micromark-extension-gfm-task-list-item|micromark-factory-destination|micromark-factory-label|micromark-factory-space|micromark-factory-title|micromark-factory-whitespace|micromark-util-character|micromark-util-chunked|micromark-util-classify-character|micromark-util-combine-extensions|micromark-util-decode-numeric-character-reference|micromark-util-decode-string|micromark-util-encode|micromark-util-html-tag-name|micromark-util-normalize-identifier|micromark-util-resolve-all|micromark-util-sanitize-uri|micromark-util-subtokenize|micromark-util-symbol|micromark-util-types|decode-named-character-reference|remark-rehype|mdast-util-to-hast|unist-util-position|trim-lines|unist-util-visit|unist-util-visit-parents|unist-util-is|unist-util-generated|mdast-util-definitions|property-information|hast-util-whitespace|space-separated-tokens|comma-separated-tokens|rehype-raw|hast-util-raw|hast-util-from-parse5|devlop|hastscript|hast-util-parse-selector|vfile-location|web-namespaces|hast-util-to-parse5|zwitch|html-void-elements)/)',
+		'node_modules/(?!(\\.pnpm|react-json-tree|react-base16-styling|lodash-es|react-dnd|core-dnd|@react-dnd|dnd-core|react-dnd-html5-backend|axios|@chenglou/pretext|@signozhq/design-tokens|@signozhq|date-fns|d3-interpolate|d3-color|d3-geo|d3-array|internmap|ol|rbush|quickselect|earcut|api|@codemirror|@lezer|@marijn|@grafana|nuqs|uuid|copy-text-to-clipboard|react-markdown|vfile|vfile-message|unist-util-stringify-position|unified|bail|is-plain-obj|trough|remark-parse|remark-gfm|mdast-util-gfm|mdast-util-gfm-autolink-literal|mdast-util-gfm-footnote|mdast-util-gfm-strikethrough|mdast-util-gfm-table|mdast-util-gfm-task-list-item|mdast-util-find-and-replace|mdast-util-phrasing|mdast-util-to-markdown|markdown-table|longest-streak|ccount|escape-string-regexp|mdast-util-from-markdown|mdast-util-to-string|micromark|micromark-core-commonmark|micromark-extension-gfm|micromark-extension-gfm-autolink-literal|micromark-extension-gfm-footnote|micromark-extension-gfm-strikethrough|micromark-extension-gfm-table|micromark-extension-gfm-tagfilter|micromark-extension-gfm-task-list-item|micromark-factory-destination|micromark-factory-label|micromark-factory-space|micromark-factory-title|micromark-factory-whitespace|micromark-util-character|micromark-util-chunked|micromark-util-classify-character|micromark-util-combine-extensions|micromark-util-decode-numeric-character-reference|micromark-util-decode-string|micromark-util-encode|micromark-util-html-tag-name|micromark-util-normalize-identifier|micromark-util-resolve-all|micromark-util-sanitize-uri|micromark-util-subtokenize|micromark-util-symbol|micromark-util-types|decode-named-character-reference|remark-rehype|mdast-util-to-hast|unist-util-position|trim-lines|unist-util-visit|unist-util-visit-parents|unist-util-is|unist-util-generated|mdast-util-definitions|property-information|hast-util-whitespace|space-separated-tokens|comma-separated-tokens|rehype-raw|hast-util-raw|hast-util-from-parse5|devlop|hastscript|hast-util-parse-selector|vfile-location|web-namespaces|hast-util-to-parse5|zwitch|html-void-elements)/)',
 		// Pattern 2: pnpm virtual store — ignore everything except ESM-only packages.
 		// pnpm encodes scoped packages as @scope+name@version, so match on scope prefix.
-		'node_modules/\\.pnpm/(?!(react-json-tree|react-base16-styling|lodash-es|react-dnd|core-dnd|@react-dnd|dnd-core|react-dnd-html5-backend|axios|@chenglou|@signozhq|date-fns|d3-interpolate|d3-color|api|@codemirror|@lezer|@marijn|@grafana|nuqs|uuid|copy-text-to-clipboard|react-markdown|vfile|vfile-message|unist-util-stringify-position|unified|bail|is-plain-obj|trough|remark-parse|remark-gfm|mdast-util-gfm|mdast-util-gfm-autolink-literal|mdast-util-gfm-footnote|mdast-util-gfm-strikethrough|mdast-util-gfm-table|mdast-util-gfm-task-list-item|mdast-util-find-and-replace|mdast-util-phrasing|mdast-util-to-markdown|markdown-table|longest-streak|ccount|escape-string-regexp|mdast-util-from-markdown|mdast-util-to-string|micromark|decode-named-character-reference|remark-rehype|mdast-util-to-hast|unist-util-position|trim-lines|unist-util-visit|unist-util-visit-parents|unist-util-is|unist-util-generated|mdast-util-definitions|property-information|hast-util-whitespace|space-separated-tokens|comma-separated-tokens|rehype-raw|hast-util-raw|hast-util-from-parse5|devlop|hastscript|hast-util-parse-selector|vfile-location|web-namespaces|hast-util-to-parse5|zwitch|html-void-elements)[^/]*/node_modules)',
+		'node_modules/\\.pnpm/(?!(react-json-tree|react-base16-styling|lodash-es|react-dnd|core-dnd|@react-dnd|dnd-core|react-dnd-html5-backend|axios|@chenglou|@signozhq|date-fns|d3-interpolate|d3-color|d3-geo|d3-array|internmap|ol|rbush|quickselect|earcut|api|@codemirror|@lezer|@marijn|@grafana|nuqs|uuid|copy-text-to-clipboard|react-markdown|vfile|vfile-message|unist-util-stringify-position|unified|bail|is-plain-obj|trough|remark-parse|remark-gfm|mdast-util-gfm|mdast-util-gfm-autolink-literal|mdast-util-gfm-footnote|mdast-util-gfm-strikethrough|mdast-util-gfm-table|mdast-util-gfm-task-list-item|mdast-util-find-and-replace|mdast-util-phrasing|mdast-util-to-markdown|markdown-table|longest-streak|ccount|escape-string-regexp|mdast-util-from-markdown|mdast-util-to-string|micromark|decode-named-character-reference|remark-rehype|mdast-util-to-hast|unist-util-position|trim-lines|unist-util-visit|unist-util-visit-parents|unist-util-is|unist-util-generated|mdast-util-definitions|property-information|hast-util-whitespace|space-separated-tokens|comma-separated-tokens|rehype-raw|hast-util-raw|hast-util-from-parse5|devlop|hastscript|hast-util-parse-selector|vfile-location|web-namespaces|hast-util-to-parse5|zwitch|html-void-elements)[^/]*/node_modules)',
 	],
 	setupFilesAfterEnv: ['<rootDir>/jest.setup.ts'],
 	testPathIgnorePatterns: ['/node_modules/', '/public/'],
--- a/frontend/package.json
+++ b/frontend/package.json
@@ -30,7 +30,8 @@
    "test": "jest",
    "test:changedsince": "jest --changedSince=main --coverage --silent",
    "generate:api": "orval --config ./orval.config.ts && sh scripts/post-types-generation.sh",
-    "generate:config:web-settings": "json2ts ./src/schemas/generated/webSettings.schema.json -o src/types/generated/webSettings.ts --style.useTabs --style.tabWidth=1 --style.singleQuote --bannerComment '/* AUTO GENERATED FILE - DO NOT EDIT - GENERATED FROM frontend/src/schemas/generated/webSettings.schema.json */'"
+    "generate:config:web-settings": "json2ts ./src/schemas/generated/webSettings.schema.json -o src/types/generated/webSettings.ts --style.useTabs --style.tabWidth=1 --style.singleQuote --bannerComment '/* AUTO GENERATED FILE - DO NOT EDIT - GENERATED FROM frontend/src/schemas/generated/webSettings.schema.json */'",
+    "build:geo-outlines": "node scripts/geo-outlines/build.mjs"
  },
  "engines": {
    "node": ">=22.0.0",
@@ -78,6 +79,7 @@
    "classnames": "2.3.2",
    "color": "^4.2.1",
    "crypto-js": "4.2.0",
+    "d3-geo": "3.1.1",
    "d3-hierarchy": "3.1.2",
    "dayjs": "^1.10.7",
    "dompurify": "3.4.15",
@@ -96,6 +98,7 @@
    "monaco-editor": "0.55.1",
    "motion": "12.4.13",
    "nuqs": "2.8.8",
+    "ol": "10.11.0",
    "overlayscrollbars": "^2.16.0",
    "overlayscrollbars-react": "^0.5.6",
    "papaparse": "5.4.1",
@@ -130,6 +133,7 @@
    "rrule": "2.8.1",
    "styled-components": "^5.3.11",
    "timestamp-nano": "^1.0.0",
+    "topojson-client": "3.1.0",
    "translation-resilience": "^0.2.0",
    "typescript": "5.9.3",
    "uplot": "1.6.31",
@@ -170,8 +174,10 @@
    "@testing-library/user-event": "14.4.3",
    "@types/color": "^3.0.3",
    "@types/crypto-js": "4.2.2",
+    "@types/d3-geo": "3.1.1",
    "@types/d3-hierarchy": "1.1.11",
    "@types/event-source-polyfill": "^1.0.0",
+    "@types/geojson": "7946.0.16",
    "@types/history": "4.7.11",
    "@types/jest": "30.0.0",
    "@types/lodash-es": "^4.17.4",
@@ -188,6 +194,8 @@
    "@types/redux-mock-store": "1.0.4",
    "@types/styled-components": "^5.1.4",
    "@types/testing-library__jest-dom": "^5.14.5",
+    "@types/topojson-client": "3.1.5",
+    "@types/topojson-specification": "1.0.5",
    "@typescript/native-preview": "7.0.0-dev.20260430.1",
    "eslint-plugin-sonarjs": "4.0.2",
    "husky": "^9.1.7",
@@ -209,6 +217,8 @@
    "storybook": "10.6.3",
    "stylelint": "17.15.0",
    "svgo": "4.1.0",
+    "topojson-server": "3.0.1",
+    "topojson-simplify": "3.0.3",
    "ts-jest": "29.4.15",
    "typescript-plugin-css-modules": "5.2.0",
    "use-sync-external-store": "1.6.0",
--- a/frontend/pnpm-lock.yaml
+++ b/frontend/pnpm-lock.yaml
@@ -150,6 +150,9 @@ importers:
      crypto-js:
        specifier: 4.2.0
        version: 4.2.0
+      d3-geo:
+        specifier: 3.1.1
+        version: 3.1.1
      d3-hierarchy:
        specifier: 3.1.2
        version: 3.1.2
@@ -204,6 +207,9 @@ importers:
      nuqs:
        specifier: 2.8.8
        version: 2.8.8(react-router-dom@5.3.4(react@18.2.0))(react-router@6.30.6(react@18.2.0))(react@18.2.0)
+      ol:
+        specifier: 10.11.0
+        version: 10.11.0
      overlayscrollbars:
        specifier: ^2.16.0
        version: 2.16.0
@@ -306,6 +312,9 @@ importers:
      timestamp-nano:
        specifier: ^1.0.0
        version: 1.0.1
+      topojson-client:
+        specifier: 3.1.0
+        version: 3.1.0
      translation-resilience:
        specifier: ^0.2.0
        version: 0.2.0
@@ -385,12 +394,18 @@ importers:
      '@types/crypto-js':
        specifier: 4.2.2
        version: 4.2.2
+      '@types/d3-geo':
+        specifier: 3.1.1
+        version: 3.1.1
      '@types/d3-hierarchy':
        specifier: 1.1.11
        version: 1.1.11
      '@types/event-source-polyfill':
        specifier: ^1.0.0
        version: 1.0.1
+      '@types/geojson':
+        specifier: 7946.0.16
+        version: 7946.0.16
      '@types/history':
        specifier: 4.7.11
        version: 4.7.11
@@ -439,6 +454,12 @@ importers:
      '@types/testing-library__jest-dom':
        specifier: ^5.14.5
        version: 5.14.5
+      '@types/topojson-client':
+        specifier: 3.1.5
+        version: 3.1.5
+      '@types/topojson-specification':
+        specifier: 1.0.5
+        version: 1.0.5
      '@typescript/native-preview':
        specifier: 7.0.0-dev.20260430.1
        version: 7.0.0-dev.20260430.1
@@ -502,6 +523,12 @@ importers:
      svgo:
        specifier: 4.1.0
        version: 4.1.0
+      topojson-server:
+        specifier: 3.0.1
+        version: 3.0.1
+      topojson-simplify:
+        specifier: 3.0.3
+        version: 3.0.3
      ts-jest:
        specifier: 29.4.15
        version: 29.4.15(@babel/core@7.29.7)(@jest/transform@30.4.1)(@jest/types@30.2.0)(babel-jest@29.6.4(@babel/core@7.29.7))(esbuild@0.28.1)(jest-util@30.4.1)(jest@30.2.0(@types/node@22.20.5)(babel-plugin-macros@3.1.0)(ts-node@10.9.1(@swc/core@1.16.2)(@types/node@22.20.5)(typescript@5.9.3)))(typescript@5.9.3)
@@ -2903,6 +2930,9 @@ packages:
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    resolution: {integrity: sha512-AhVAm6SQ+zgxIiOzwVdUcDmKlu/qU39FiYD2UD6kQQaVenrn0dGZewIghWAENGQsvC+1avLCuT+T2/3Gsp/W3w==}

+  '@petamoriken/float16@3.9.3':
+    resolution: {integrity: sha512-8awtpHXCx/bNpFt4mt2xdkgtgVvKqty8VbjHI/WWWQuEw+KLzFot3f4+LkQY9YmOtq7A5GdOnqoIC8Pdygjk2g==}
+
  '@pkgjs/parseargs@0.11.0':
    resolution: {integrity: sha512-+1VkjdD0QBLPodGrJUeqarH8VAIvQODIbwh9XpP5Syisf7YoQgsJKPNFoqqLQlu+VQ/tVSshMR6loPMn8U+dPg==}
    engines: {node: '>=14'}
@@ -3956,6 +3986,9 @@ packages:
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    resolution: {integrity: sha512-856sckF0oP/diXtS4jNsiQw/UuK5fQG8l/a9VVLeSouf1/PPbBE1i1W852zVwKwYCBkFJJB7nCFTbk6UMEXBOQ==}

+  '@types/d3-geo@3.1.1':
+    resolution: {integrity: sha512-65Emv9fQiQQqphLlRkuQ5ypPsOmWPhtBGCMv61JDPEPMvsx+gzhGf74yw1a78xFKPj6zw4AgQICJoQv0vK9M2w==}
+
  '@types/d3-hierarchy@1.1.11':
    resolution: {integrity: sha512-lnQiU7jV+Gyk9oQYk0GGYccuexmQPTp08E0+4BidgFdiJivjEvf+esPSdZqCZ2C7UwTWejWpqetVaU8A+eX3FA==}

@@ -4001,8 +4034,8 @@ packages:
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    resolution: {integrity: sha512-zv9kNf3keYegP5oThGLaPk8E081DFDuwfqjtiTzm6PoxChdJ1raSuADf2YGCVIyrSynLrgc8JWv296s7Q7pQSQ==}

-  '@types/geojson@7946.0.14':
-    resolution: {integrity: sha512-WCfD5Ht3ZesJUsONdhvm84dmzWOiOzOAqOncN0++w0lBw1o8OuDNJF2McvvCef/yBqb/HYRahp1BYtODFQ8bRg==}
+  '@types/geojson@7946.0.16':
+    resolution: {integrity: sha512-6C8nqWur3j98U6+lXDfTUWIfgvZU+EumvpHKcYjujKH7woYyLj2sUmff0tRhrqM7BohUw7Pz3ZB1jj2gW9Fvmg==}

  '@types/graceful-fs@4.1.6':
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@@ -4082,6 +4115,9 @@ packages:
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    resolution: {integrity: sha512-JCB8C6SnDoQf0cNycqd/35A7MjcnK+ZTqE7judS6o7utxUCg6imJg3QK2qzHKszlTjcj2cn+NwMB2i96ubpj7w==}

+  '@types/rbush@4.0.0':
+    resolution: {integrity: sha512-+N+2H39P8X+Hy1I5mC6awlTX54k3FhiUmvt7HWzGJZvF+syUAAxP/stwppS8JE84YHqFgRMv6fCy31202CMFxQ==}
+
  '@types/react-addons-update@0.14.21':
    resolution: {integrity: sha512-HOxr0Hd8C1L4uw8DHyv2etqMVIj78oLEpe567/HgjoE+1Lc+PUsTGXTrkr1BDvFqsu5r49mSlgI5evwrk9eutA==}

@@ -4133,6 +4169,12 @@ packages:
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    resolution: {integrity: sha512-SBwbxYoyPIvxHbeHxTZX2Pe/74F/tX2/D3mMvzabdeJ25bBojfW0TyB8BHrbq/9zaaKICJZjLP+8r6AeZMFCuQ==}

+  '@types/topojson-client@3.1.5':
+    resolution: {integrity: sha512-C79rySTyPxnQNNguTZNI1Ct4D7IXgvyAs3p9HPecnl6mNrJ5+UhvGNYcZfpROYV2lMHI48kJPxwR+F9C6c7nmw==}
+
+  '@types/topojson-specification@1.0.5':
+    resolution: {integrity: sha512-C7KvcQh+C2nr6Y2Ub4YfgvWvWCgP2nOQMtfhlnwsRL4pYmmwzBS7HclGiS87eQfDOU/DLQpX6GEscviaz4yLIQ==}
+
  '@types/tough-cookie@4.0.5':
    resolution: {integrity: sha512-/Ad8+nIOV7Rl++6f1BdKxFSMgmoqEoYbHRpPcx3JEfv8VRsQe9Z4mCXeJBzxs7mbHY/XOZZuXlRNfhpVPbs6ZA==}

@@ -4418,6 +4460,9 @@ packages:
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    resolution: {integrity: sha512-N8tkAACJx2ww8vFMneJmaAgmjAG1tnVBZJRLRcx061tmsLRZHSEZSLuGWnwPtunsSLvSqXQ2wfp7Mgqg1I+2dQ==}

+  '@zarrita/storage@0.2.0':
+    resolution: {integrity: sha512-855ZXqtnds7spnT8vNvD+MXa3QExP1m2GqShe8yt7uZXHnQLgJHgkpVwFjE1B0KDDRO0ki09hmk6OboTaIfPsQ==}
+
  '@zxing/text-encoding@0.9.0':
    resolution: {integrity: sha512-U/4aVJ2mxI0aDNI8Uq0wEhMgY+u4CNtEb0om3+y3+niDAsoTCOB33UF0sxpzqzdqXLqmvc+vZyAt4O8pPdfkwA==}

@@ -5217,6 +5262,10 @@ packages:
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    engines: {node: '>=12'}

+  d3-geo@3.1.1:
+    resolution: {integrity: sha512-637ln3gXKXOwhalDzinUgY83KzNWZRKbYubaG+fGVuc/dxO64RRljtCTnf5ecMyE1RIdtqpkVcq0IbtU2S8j2Q==}
+    engines: {node: '>=12'}
+
  d3-hierarchy@1.1.9:
    resolution: {integrity: sha512-j8tPxlqh1srJHAtxfvOUwKNYJkQuBFdM1+JAUfq6xqH5eAqf93L7oG1NVqDa4CpFZNvnNKtCYEUC8KY9yEn9lQ==}

@@ -5492,6 +5541,9 @@ packages:
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    resolution: {integrity: sha512-/pjZsA1b4RPHbeWZQn66SWS8nZZWLQQ23oE3Eam7aroEFGEvwKAsJfZ9ytiEMycfzXWpca4FA9QIOehf7PocBQ==}

+  earcut@3.2.4:
+    resolution: {integrity: sha512-FHc6yNpnTORB0tM5kmZ03iD2mDuNakDE2lvf4Hw1XkfxtEHIGVi01B/GqUSwx+NcC1WGjidAfpTXzeALtPtfpg==}
+
  eastasianwidth@0.2.0:
    resolution: {integrity: sha512-I88TYZWc9XiYHRQ4/3c5rjjfgkjhLyW2luGIheGERbNQ6OY7yTybanSpDXZa8y7VUP9YmDcYa+eyq4ca7iLqWA==}

@@ -5759,6 +5811,9 @@ packages:
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    resolution: {integrity: sha512-zdxgIEddhfsyCaWpJ2SdXEP8ZMrKJ6+5jl4OupODcywU0IhRk6gdXuVGcPICyfx2H97hVK7xmJtRLPjkxAX8Vw==}

+  fflate@0.8.3:
+    resolution: {integrity: sha512-tbZNuJrLwGUp3zshBtdy4W+ORxZuIh8a5ilyIEQDC5rY1f3U20JMry0Ll3WBzU58EZKsEuJFXhb5gwv8CsPvgA==}
+
  figures@3.2.0:
    resolution: {integrity: sha512-yaduQFRKLXYOGgEn6AZau90j3ggSOyiqXU0F9JZfeXYhNa+Jk4X+s45A2zg5jns87GAFa34BBm2kXw4XpNcbdg==}
    engines: {node: '>=8'}
@@ -5936,6 +5991,10 @@ packages:
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    engines: {node: '>=10.19'}

+  geotiff@3.1.0-beta.0:
+    resolution: {integrity: sha512-wbVwOaQYuN+ywly5NoMXn37nHslwkQg5EFHqMeUTtjDACrSag0EEVlFsc+2DK3Pzmmp6XzJW2RTZOamPsBM6ng==}
+    engines: {node: '>=10.19'}
+
  get-caller-file@2.0.5:
    resolution: {integrity: sha512-DyFP3BM/3YHTQOCUL/w0OZHR0lpKeGrxotcHWcqNEdnltqFwXVfhEBQ94eIo34AfQpo0rGki4cyIiftY06h2Fg==}
    engines: {node: 6.* || 8.* || >= 10.*}
@@ -7508,6 +7567,9 @@ packages:
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+  numcodecs@0.3.2:
+    resolution: {integrity: sha512-6YSPnmZgg0P87jnNhi3s+FVLOcIn3y+1CTIgUulA3IdASzK9fJM87sUFkpyA+be9GibGRaST2wCgkD+6U+fWKw==}
+
  nuqs@2.8.8:
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    peerDependencies:
@@ -7584,6 +7646,9 @@ packages:
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    resolution: {integrity: sha512-S/UdYBuOjrotcR95Iq9AejGYbifKeZE85D9VtH11ryJLQPTZXZSW1J5bIXcr4AlAH6tyjPPHTK34AdkwB32Myw==}

+  ol@10.11.0:
+    resolution: {integrity: sha512-OJ+lrx7kx/1O7Xx18Ff9QkVnwZIEL0OuhJQSy2sYgzzDvyZ2qHvuZEGAajbSstUyBwaS1OtQ4RWnY84tRMDdqg==}
+
  ol@7.4.0:
    resolution: {integrity: sha512-bgBbiah694HhC0jt8ptEFNRXwgO8d6xWH3G97PCg4bmn9Li5nLLbi59oSrvqUI6VPVwonPQF1YcqJymxxyMC6A==}

@@ -7808,6 +7873,10 @@ packages:
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    hasBin: true

+  pbf@5.1.2:
+    resolution: {integrity: sha512-mnvGdvOrIvJOBGUEdGkrVXjN8E/VkIJCkf2eS1DH2yv82ORUlLttmDt0rWY38yYZmVwciZwBUvHM20qxBZf40w==}
+    hasBin: true
+
  picocolors@1.1.1:
    resolution: {integrity: sha512-xceH2snhtb5M9liqDsmEw56le376mTZkEX/jEb/RxNFyegNul7eNslCXP9FDj/Lcu0X8KEyMceP2ntpaHrDEVA==}

@@ -8013,9 +8082,15 @@ packages:
  quickselect@2.0.0:
    resolution: {integrity: sha512-RKJ22hX8mHe3Y6wH/N3wCM6BWtjaxIyyUIkpHOvfFnxdI4yD4tBXEBKSbriGujF6jnSVkJrffuo6vxACiSSxIw==}

+  quickselect@3.0.0:
+    resolution: {integrity: sha512-XdjUArbK4Bm5fLLvlm5KpTFOiOThgfWWI4axAZDWg4E/0mKdZyI9tNEfds27qCi1ze/vwTR16kvmmGhRra3c2g==}
+
  rbush@3.0.1:
    resolution: {integrity: sha512-XRaVO0YecOpEuIvbhbpTrZgoiI6xBlz6hnlr6EHhd+0x9ase6EmeN+hdwwUaJvLcsFFQ8iWVF1GAK1yB0BWi0w==}

+  rbush@4.0.1:
+    resolution: {integrity: sha512-IP0UpfeWQujYC8Jg162rMNc01Rf0gWMMAb2Uxus/Q0qOFw4lCcq6ZnQEZwUoJqWyUGJ9th7JjwI4yIWo+uvoAQ==}
+
  rc-cascader@3.20.0:
    resolution: {integrity: sha512-lkT9EEwOcYdjZ/jvhLoXGzprK1sijT3/Tp4BLxQQcHDZkkOzzwYQC9HgmKoJz0K7CukMfgvO9KqHeBdgE+pELw==}
    peerDependencies:
@@ -8576,6 +8651,9 @@ packages:
    resolution: {integrity: sha512-J8rn6v4DBb2nnFqkqwy6/NnTYMcgLA+sLr0iIO41qpv0n+ngb7ksag2tMRl0inb1bbO/esUwzW1vbJi7K0sI0g==}
    engines: {node: ^12.0.0 || ^14.0.0 || >=16.0.0}

+  reference-spec-reader@0.2.0:
+    resolution: {integrity: sha512-q0mfCi5yZSSHXpCyxjgQeaORq3tvDsxDyzaadA/5+AbAUwRyRuuTh0aRQuE/vAOt/qzzxidJ5iDeu1cLHaNBlQ==}
+
  refractor@3.6.0:
    resolution: {integrity: sha512-MY9W41IOWxxk31o+YvFCNyNzdkc9M20NoZK5vq6jkv4I/uh2zkWcfudj0Q1fovjUQJrNewS9NMzeTtqPf+n5EA==}

@@ -9262,6 +9340,18 @@ packages:
  toggle-selection@1.0.6:
    resolution: {integrity: sha512-BiZS+C1OS8g/q2RRbJmy59xpyghNBqrr6k5L/uKBGRsTfxmu3ffiRnd8mlGPUVayg8pvfi5urfnu8TU7DVOkLQ==}

+  topojson-client@3.1.0:
+    resolution: {integrity: sha512-605uxS6bcYxGXw9qi62XyrV6Q3xwbndjachmNxu8HWTtVPxZfEJN9fd/SZS1Q54Sn2y0TMyMxFj/cJINqGHrKw==}
+    hasBin: true
+
+  topojson-server@3.0.1:
+    resolution: {integrity: sha512-/VS9j/ffKr2XAOjlZ9CgyyeLmgJ9dMwq6Y0YEON8O7p/tGGk+dCWnrE03zEdu7i4L7YsFZLEPZPzCvcB7lEEXw==}
+    hasBin: true
+
+  topojson-simplify@3.0.3:
+    resolution: {integrity: sha512-V+pBjLVzSQ3+hSOxBiV01OVXgFiCmMO8ia3huxKEyIMTC1ApQHBcdXdOqcQ6U2JJJD31TZduwY6KyF15R8sUgg==}
+    hasBin: true
+
  tough-cookie@4.1.4:
    resolution: {integrity: sha512-Loo5UUvLD9ScZ6jh8beX1T6sO1w2/MpCRpEP7V280GKMVUQ0Jzar2U3UJPsrdbziLEMMhu3Ujnq//rhiFuIeag==}
    engines: {node: '>=6'}
@@ -9510,6 +9600,10 @@ packages:
  unrs-resolver@1.11.1:
    resolution: {integrity: sha512-bSjt9pjaEBnNiGgc9rUiHGKv5l4/TGzDmYw3RhnkJGtLhbnnA/5qJj7x3dNDCRx/PJxu774LlH8lCOlB4hEfKg==}

+  unzipit@2.0.0:
+    resolution: {integrity: sha512-DVeVIWUZCAQPNzm5sB0hpsG1GygTTdBnzNtYYEpInkttx5evkyqRgZi6rTczoySqp8hO5jHVKzrH0f23X8FZLg==}
+    engines: {node: '>=18'}
+
  update-browserslist-db@1.3.3:
    resolution: {integrity: sha512-pJ2sYawQS0R/WI928Gj5GlPhTGzbMelq0+4INtSYNDV9ErKJcX6xjGWkoG/VnB3dpUm00zALaqkrUD77pO5TDQ==}
    hasBin: true
@@ -9828,6 +9922,9 @@ packages:
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    engines: {node: '>=12'}

+  xml-utils@1.10.2:
+    resolution: {integrity: sha512-RqM+2o1RYs6T8+3DzDSoTRAUfrvaejbVHcp3+thnAtDKo8LskR+HomLajEy5UjTz24rpka7AxVBRR3g2wTUkJA==}
+
  xml-utils@1.7.0:
    resolution: {integrity: sha512-bWB489+RQQclC7A9OW8e5BzbT8Tu//jtAOvkYwewFr+Q9T9KDGvfzC1lp0pYPEQPEoPQLDkmxkepSC/2gIAZGw==}

@@ -9910,12 +10007,18 @@ packages:
    resolution: {integrity: sha512-CzhO+pFNo8ajLM2d2IW/R93ipy99LWjtwblvC1RsoSUMZgyLbYFr221TnSNT7GjGdYui6P459mw9JH/g/zW2ug==}
    engines: {node: '>=18'}

+  zarrita@0.7.5:
+    resolution: {integrity: sha512-ZriOSEne+Wf2iuM0yjDZvUKpHNlug3dO7qJ6mAxXoOgsYV18DPOkAkwB9e0rf21bHcKcOffFuwoZwn5g6pvUeA==}
+
  zod@4.3.6:
    resolution: {integrity: sha512-rftlrkhHZOcjDwkGlnUtZZkvaPHCsDATp4pGpuOOMDaTdDDXF91wuVDJoWoPsKX/3YPQ5fHuF3STjcYyKr+Qhg==}

  zstddec@0.1.0:
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+  zstddec@0.2.0:
+    resolution: {integrity: sha512-oyPnDa1X5c13+Y7mA/FDMNJrn4S8UNBe0KCqtDmor40Re7ALrPN6npFwyYVRRh+PqozZQdeg23QtbcamZnG5rA==}
+
  zustand@5.0.11:
    resolution: {integrity: sha512-fdZY+dk7zn/vbWNCYmzZULHRrss0jx5pPFiOuMZ/5HJN6Yv3u+1Wswy/4MpZEkEGhtNH+pwxZB8OKgUBPzYAGg==}
    engines: {node: '>=12.20.0'}
@@ -12497,6 +12600,8 @@ snapshots:

  '@petamoriken/float16@3.8.0': {}

+  '@petamoriken/float16@3.9.3': {}
+
  '@pkgjs/parseargs@0.11.0':
    optional: true

@@ -13584,7 +13689,11 @@ snapshots:

  '@types/d3-geo@3.1.0':
    dependencies:
-      '@types/geojson': 7946.0.14
+      '@types/geojson': 7946.0.16
+
+  '@types/d3-geo@3.1.1':
+    dependencies:
+      '@types/geojson': 7946.0.16

  '@types/d3-hierarchy@1.1.11': {}

@@ -13624,7 +13733,7 @@ snapshots:

  '@types/file-saver@2.0.5': {}

-  '@types/geojson@7946.0.14': {}
+  '@types/geojson@7946.0.16': {}

  '@types/graceful-fs@4.1.6':
    dependencies:
@@ -13713,6 +13822,8 @@ snapshots:

  '@types/prop-types@15.7.5': {}

+  '@types/rbush@4.0.0': {}
+
  '@types/react-addons-update@0.14.21':
    dependencies:
      '@types/react': 18.0.26
@@ -13783,6 +13894,15 @@ snapshots:
    dependencies:
      '@types/jest': 30.0.0

+  '@types/topojson-client@3.1.5':
+    dependencies:
+      '@types/geojson': 7946.0.16
+      '@types/topojson-specification': 1.0.5
+
+  '@types/topojson-specification@1.0.5':
+    dependencies:
+      '@types/geojson': 7946.0.16
+
  '@types/tough-cookie@4.0.5': {}

  '@types/trusted-types@2.0.7':
@@ -14078,6 +14198,11 @@ snapshots:

  '@xobotyi/scrollbar-width@1.9.5': {}

+  '@zarrita/storage@0.2.0':
+    dependencies:
+      reference-spec-reader: 0.2.0
+      unzipit: 2.0.0
+
  '@zxing/text-encoding@0.9.0':
    optional: true

@@ -14966,6 +15091,10 @@ snapshots:
    dependencies:
      d3-array: 3.2.4

+  d3-geo@3.1.1:
+    dependencies:
+      d3-array: 3.2.4
+
  d3-hierarchy@1.1.9: {}

  d3-hierarchy@3.1.2: {}
@@ -15232,6 +15361,8 @@ snapshots:

  earcut@2.2.4: {}

+  earcut@3.2.4: {}
+
  eastasianwidth@0.2.0: {}

  electron-to-chromium@1.5.427: {}
@@ -15548,6 +15679,8 @@ snapshots:

  fflate@0.4.9: {}

+  fflate@0.8.3: {}
+
  figures@3.2.0:
    dependencies:
      escape-string-regexp: 1.0.5
@@ -15736,6 +15869,17 @@ snapshots:
      xml-utils: 1.7.0
      zstddec: 0.1.0

+  geotiff@3.1.0-beta.0:
+    dependencies:
+      '@petamoriken/float16': 3.9.3
+      lerc: 3.0.0
+      pako: 2.1.0
+      parse-headers: 2.0.5
+      quick-lru: 6.1.1
+      web-worker: 1.5.0
+      xml-utils: 1.10.2
+      zstddec: 0.2.0
+
  get-caller-file@2.0.5: {}

  get-east-asian-width@1.5.0: {}
@@ -17793,6 +17937,10 @@ snapshots:
    dependencies:
      boolbase: 1.0.0

+  numcodecs@0.3.2:
+    dependencies:
+      fflate: 0.8.3
+
  nuqs@2.8.8(react-router-dom@5.3.4(react@18.2.0))(react-router@6.30.6(react@18.2.0))(react@18.2.0):
    dependencies:
      '@standard-schema/spec': 1.0.0
@@ -17871,6 +18019,15 @@ snapshots:
      mapbox-to-css-font: 2.4.5
      ol: 7.4.0

+  ol@10.11.0:
+    dependencies:
+      '@types/rbush': 4.0.0
+      earcut: 3.2.4
+      geotiff: 3.1.0-beta.0
+      pbf: 5.1.2
+      rbush: 4.0.1
+      zarrita: 0.7.5
+
  ol@7.4.0:
    dependencies:
      earcut: 2.2.4
@@ -18197,6 +18354,10 @@ snapshots:
      ieee754: 1.2.1
      resolve-protobuf-schema: 2.1.0

+  pbf@5.1.2:
+    dependencies:
+      resolve-protobuf-schema: 2.1.0
+
  picocolors@1.1.1: {}

  picomatch@2.3.2: {}
@@ -18380,10 +18541,16 @@ snapshots:

  quickselect@2.0.0: {}

+  quickselect@3.0.0: {}
+
  rbush@3.0.1:
    dependencies:
      quickselect: 2.0.0

+  rbush@4.0.1:
+    dependencies:
+      quickselect: 3.0.0
+
  rc-cascader@3.20.0(react-dom@18.2.0(react@18.2.0))(react@18.2.0):
    dependencies:
      '@babel/runtime': 7.28.2
@@ -19117,6 +19284,8 @@ snapshots:
    dependencies:
      '@eslint-community/regexpp': 4.12.2

+  reference-spec-reader@0.2.0: {}
+
  refractor@3.6.0:
    dependencies:
      hastscript: 6.0.0
@@ -19887,6 +20056,19 @@ snapshots:

  toggle-selection@1.0.6: {}

+  topojson-client@3.1.0:
+    dependencies:
+      commander: 2.20.3
+
+  topojson-server@3.0.1:
+    dependencies:
+      commander: 2.20.3
+
+  topojson-simplify@3.0.3:
+    dependencies:
+      commander: 2.20.3
+      topojson-client: 3.1.0
+
  tough-cookie@4.1.4:
    dependencies:
      psl: 1.15.0
@@ -20155,6 +20337,8 @@ snapshots:
      '@unrs/resolver-binding-win32-ia32-msvc': 1.11.1
      '@unrs/resolver-binding-win32-x64-msvc': 1.11.1

+  unzipit@2.0.0: {}
+
  update-browserslist-db@1.3.3(browserslist@4.28.9):
    dependencies:
      browserslist: 4.28.9
@@ -20476,6 +20660,8 @@ snapshots:

  xml-name-validator@4.0.0: {}

+  xml-utils@1.10.2: {}
+
  xml-utils@1.7.0: {}

  xml@1.0.1: {}
@@ -20552,10 +20738,17 @@ snapshots:

  yoctocolors@2.1.2: {}

+  zarrita@0.7.5:
+    dependencies:
+      '@zarrita/storage': 0.2.0
+      numcodecs: 0.3.2
+
  zod@4.3.6: {}

  zstddec@0.1.0: {}

+  zstddec@0.2.0: {}
+
  zustand@5.0.11(@types/react@18.0.26)(immer@11.1.3)(react@18.2.0)(use-sync-external-store@1.6.0(react@18.2.0)):
    optionalDependencies:
      '@types/react': 18.0.26
--- a/frontend/scripts/geo-outlines/build.mjs
+++ b/frontend/scripts/geo-outlines/build.mjs
@@ -0,0 +1,210 @@
+// Builds the Geo Map outlines assets: Natural Earth 50m admin-0 countries, and
+// 10m admin-1 states/provinces for every country with at least two of them.
+// Run by hand when bumping Natural Earth or editing regions/aliases; the output is committed.
+// Usage: pnpm build:geo-outlines
+//
+// Nothing is written until every invariant in validate.mjs holds. The assets
+// are built in a staging folder and swapped in whole, so a failed run leaves
+// the committed ones as they were.
+import {
+	existsSync,
+	mkdirSync,
+	readdirSync,
+	renameSync,
+	rmSync,
+	writeFileSync,
+} from 'node:fs';
+import { join } from 'node:path';
+import { setTimeout as sleep } from 'node:timers/promises';
+import { gzipSync } from 'node:zlib';
+
+import {
+	ASSETS_DIR,
+	COUNTRIES_URL,
+	SUBDIVISION_LIST_FILE,
+	SUBDIVISIONS_URL,
+} from './config.mjs';
+import { buildCountries } from './countries.mjs';
+import { buildSubdivisions } from './subdivisions.mjs';
+import { validate } from './validate.mjs';
+
+const DOWNLOAD_TIMEOUT_MS = 120_000;
+const DOWNLOAD_ATTEMPTS = 3;
+
+const STAGING_DIR = `${ASSETS_DIR}.staging`;
+const PREVIOUS_DIR = `${ASSETS_DIR}.previous`;
+// Everything in the assets folder is generated; anything else would be lost
+// in the swap, so its presence stops the build.
+const GENERATED_ENTRIES = new Set([
+	'countries-50m.json',
+	'lookups.json',
+	'subdivisions',
+]);
+
+const kb = (bytes) => `${(bytes / 1024).toFixed(0)} KB`;
+const sizeOf = (json) =>
+	`${kb(Buffer.byteLength(json))} raw / ${kb(gzipSync(json).length)} gzip`;
+
+async function downloadFeatures(url) {
+	for (let attempt = 1; ; attempt += 1) {
+		try {
+			const response = await fetch(url, {
+				signal: AbortSignal.timeout(DOWNLOAD_TIMEOUT_MS),
+			});
+			if (!response.ok) {
+				throw new Error(`HTTP ${response.status}`);
+			}
+			const body = await response.json();
+			if (
+				body?.type !== 'FeatureCollection' ||
+				!Array.isArray(body.features) ||
+				body.features.length === 0
+			) {
+				throw new Error('response is not a non-empty GeoJSON FeatureCollection');
+			}
+			return body;
+		} catch (error) {
+			if (attempt === DOWNLOAD_ATTEMPTS) {
+				throw new Error(
+					`download failed after ${attempt} attempts: ${url}\n  ${error.message}`,
+				);
+			}
+			await sleep(attempt * 2_000);
+		}
+	}
+}
+
+function subdivisionListSource(countries) {
+	return `// Generated by scripts/geo-outlines/build.mjs; do not edit.
+export const SUBDIVISION_COUNTRY_CODES = [
+${countries.map((country) => `\t'${country}',`).join('\n')}
+] as const;
+`;
+}
+
+// A run that died mid-swap leaves the assets in the previous folder.
+function recoverInterruptedSwap() {
+	if (!existsSync(ASSETS_DIR) && existsSync(PREVIOUS_DIR)) {
+		renameSync(PREVIOUS_DIR, ASSETS_DIR);
+	}
+	rmSync(STAGING_DIR, { recursive: true, force: true });
+	rmSync(PREVIOUS_DIR, { recursive: true, force: true });
+}
+
+function assertOnlyGeneratedEntries() {
+	if (!existsSync(ASSETS_DIR)) {
+		return;
+	}
+	const foreign = readdirSync(ASSETS_DIR).filter(
+		(entry) => !GENERATED_ENTRIES.has(entry),
+	);
+	if (foreign.length > 0) {
+		throw new Error(
+			`${ASSETS_DIR} holds files this build doesn't generate: ${foreign.join(', ')}`,
+		);
+	}
+}
+
+/** Writes every output under the staging folder; returns the sizes report. */
+function stage(outputs) {
+	const subdivisionDir = join(STAGING_DIR, 'subdivisions');
+	mkdirSync(subdivisionDir, { recursive: true });
+	writeFileSync(join(STAGING_DIR, 'countries-50m.json'), outputs.countriesJson);
+	writeFileSync(join(STAGING_DIR, 'lookups.json'), outputs.lookupsJson);
+	const sizes = [];
+	for (const [country, file] of outputs.subdivisionFiles) {
+		const json = JSON.stringify(file);
+		writeFileSync(join(subdivisionDir, `${country}.json`), json);
+		sizes.push({
+			country,
+			shapes: file.objects.subdivisions.geometries.length,
+			gzip: gzipSync(json).length,
+		});
+	}
+	writeFileSync(`${SUBDIVISION_LIST_FILE}.staging`, outputs.subdivisionList);
+	return sizes;
+}
+
+/** Swaps the staged assets in; puts the previous ones back if that fails. */
+function commitStaged() {
+	const hadAssets = existsSync(ASSETS_DIR);
+	if (hadAssets) {
+		renameSync(ASSETS_DIR, PREVIOUS_DIR);
+	}
+	try {
+		renameSync(STAGING_DIR, ASSETS_DIR);
+		// A failed rename leaves the previous list in place.
+		renameSync(`${SUBDIVISION_LIST_FILE}.staging`, SUBDIVISION_LIST_FILE);
+	} catch (error) {
+		rmSync(ASSETS_DIR, { recursive: true, force: true });
+		if (hadAssets) {
+			renameSync(PREVIOUS_DIR, ASSETS_DIR);
+		}
+		throw error;
+	}
+	rmSync(PREVIOUS_DIR, { recursive: true, force: true });
+}
+
+function cleanUpStaging() {
+	rmSync(STAGING_DIR, { recursive: true, force: true });
+	rmSync(`${SUBDIVISION_LIST_FILE}.staging`, { force: true });
+}
+
+function report(countries, subdivisions, outputs, sizes) {
+	const totalGzip = sizes.reduce((sum, { gzip }) => sum + gzip, 0);
+	return {
+		countries: {
+			...countries.report,
+			sizes: {
+				'countries-50m.json': sizeOf(outputs.countriesJson),
+				'lookups.json': sizeOf(outputs.lookupsJson),
+			},
+		},
+		subdivisions: {
+			...subdivisions.report,
+			countries: sizes.length,
+			totalGzip: kb(totalGzip),
+			largest: [...sizes]
+				.sort((a, b) => b.gzip - a.gzip)
+				.slice(0, 10)
+				.map(
+					({ country, shapes, gzip }) =>
+						`${country}: ${shapes} shapes, ${kb(gzip)} gzip`,
+				),
+		},
+	};
+}
+
+async function main() {
+	recoverInterruptedSwap();
+	assertOnlyGeneratedEntries();
+
+	const [countrySource, subdivisionSource] = await Promise.all([
+		downloadFeatures(COUNTRIES_URL),
+		downloadFeatures(SUBDIVISIONS_URL),
+	]);
+	const countries = buildCountries(countrySource);
+	const subdivisions = buildSubdivisions(subdivisionSource);
+	validate(countries, subdivisions);
+
+	const outputs = {
+		countriesJson: JSON.stringify(countries.topology),
+		lookupsJson: JSON.stringify(countries.lookups),
+		subdivisionFiles: subdivisions.files,
+		subdivisionList: subdivisionListSource([...subdivisions.files.keys()]),
+	};
+	try {
+		const sizes = stage(outputs);
+		commitStaged();
+		process.stdout.write(
+			`${JSON.stringify(report(countries, subdivisions, outputs, sizes), null, 2)}\n`,
+		);
+	} finally {
+		cleanUpStaging();
+	}
+}
+
+main().catch((error) => {
+	process.stderr.write(`Geo outlines build failed: ${error.message}\n`);
+	process.exitCode = 1;
+});
--- a/frontend/scripts/geo-outlines/config.mjs
+++ b/frontend/scripts/geo-outlines/config.mjs
@@ -0,0 +1,176 @@
+// Inputs and tuning for the Geo Map outlines build. Tables only; no logic.
+import { dirname, join } from 'node:path';
+import { fileURLToPath } from 'node:url';
+
+const NATURAL_EARTH_BASE =
+	'https://raw.githubusercontent.com/nvkelso/natural-earth-vector/v5.1.2/geojson';
+export const COUNTRIES_URL = `${NATURAL_EARTH_BASE}/ne_50m_admin_0_countries.geojson`;
+export const SUBDIVISIONS_URL = `${NATURAL_EARTH_BASE}/ne_10m_admin_1_states_provinces.geojson`;
+
+const GEO_MAP_DIR = join(
+	dirname(fileURLToPath(import.meta.url)),
+	'../../src/lib/visualization/charts/GeoMap',
+);
+export const ASSETS_DIR = join(GEO_MAP_DIR, 'assets');
+export const SUBDIVISION_LIST_FILE = join(
+	GEO_MAP_DIR,
+	'geo/subdivisionCountries.ts',
+);
+
+export const COUNTRY_QUANTIZATION = 1e5;
+// Simplification drops every point whose triangle with its neighbours is
+// smaller than this, in square degrees. A fixed size, unlike a share of all
+// points, still leaves a small island a few points of its own.
+export const COUNTRY_MIN_WEIGHT = 3e-3;
+// 10m is street-level detail; a country view needs far less.
+export const SUBDIVISION_QUANTIZATION = 1e4;
+export const SUBDIVISION_MIN_WEIGHT = 1e-3;
+// A shape this many times the minimum weight or smaller could lose every polygon.
+export const PROTECTED_SHAPE_FACTOR = 10;
+
+// A country view needs at least this many coded states to be worth drawing.
+export const MIN_SUBDIVISIONS = 2;
+
+// ISO 3166-2 codes that changed after Natural Earth v5.1.2, or older spellings
+// still in GeoIP data, mapped to the code the shape carries.
+export const SUBDIVISION_ALIASES = {
+	IN: {
+		'IN-CG': 'IN-CT',
+		'IN-UK': 'IN-UT',
+		'IN-TS': 'IN-TG',
+		'IN-OD': 'IN-OR',
+		'IN-DD': 'IN-DH',
+		'IN-DN': 'IN-DH',
+	},
+	// Natural Earth carries Metro Manila under its retired code.
+	PH: { 'PH-00': 'PH-MNL' },
+};
+
+// Shapes Natural Earth still splits along retired lines, merged into the codes
+// GeoIP reports now; the retired codes become aliases. Northern Ireland's 26
+// districts became 11 councils in 2015, each a union of old districts.
+// Current code → [current name, retired codes].
+export const SUBDIVISION_MERGES = {
+	GB: {
+		'GB-ANN': ['Antrim and Newtownabbey', ['GB-ANT', 'GB-NTA']],
+		'GB-AND': ['Ards and North Down', ['GB-ARD', 'GB-NDN']],
+		'GB-ABC': [
+			'Armagh City, Banbridge and Craigavon',
+			['GB-ARM', 'GB-BNB', 'GB-CGV'],
+		],
+		'GB-BFS': ['Belfast', ['GB-BFS']],
+		'GB-CCG': [
+			'Causeway Coast and Glens',
+			['GB-BLY', 'GB-CLR', 'GB-LMV', 'GB-MYL'],
+		],
+		'GB-DRS': ['Derry City and Strabane', ['GB-DRY', 'GB-STB']],
+		'GB-FMO': ['Fermanagh and Omagh', ['GB-FER', 'GB-OMH']],
+		'GB-LBC': ['Lisburn and Castlereagh', ['GB-LSB', 'GB-CSR']],
+		'GB-MEA': ['Mid and East Antrim', ['GB-BLA', 'GB-CKF', 'GB-LRN']],
+		'GB-MUL': ['Mid Ulster', ['GB-CKT', 'GB-DGN', 'GB-MFT']],
+		'GB-NMD': ['Newry, Mourne and Down', ['GB-NYM', 'GB-DOW']],
+	},
+};
+
+// Natural Earth puts these islands in "Seven seas (open ocean)".
+export const OPEN_OCEAN_REGION = {
+	Africa: 'africa',
+	Asia: 'asia',
+	Americas: 'south_america',
+};
+export const CONTINENT_REGION = {
+	Africa: 'africa',
+	Asia: 'asia',
+	Europe: 'europe',
+	'North America': 'north_america',
+	'South America': 'south_america',
+	Oceania: 'oceania',
+};
+// Transcontinental countries belong to every region they span.
+export const EXTRA_REGIONS = {
+	RU: ['asia'],
+	TR: ['europe'],
+	KZ: ['europe'],
+	GE: ['europe'],
+	AM: ['europe'],
+	AZ: ['europe'],
+	CY: ['europe'],
+	EG: ['asia'],
+};
+
+// ISO codes GeoIP emits for places Natural Earth draws inside another country.
+export const COUNTRY_ALIASES = {
+	GF: 'FR',
+	GP: 'FR',
+	MQ: 'FR',
+	RE: 'FR',
+	YT: 'FR',
+	BQ: 'NL',
+	SJ: 'NO',
+	BV: 'NO',
+	CX: 'AU',
+	CC: 'AU',
+	HM: 'AU',
+	UM: 'US',
+	TK: 'NZ',
+	AC: 'SH',
+	TA: 'SH',
+	DG: 'IO',
+	CP: 'FR',
+	FX: 'FR',
+	EA: 'ES',
+	IC: 'ES',
+	CQ: 'GB',
+	GI: 'GB',
+	// Retired or reserved codes still seen in older data.
+	UK: 'GB',
+	SU: 'RU',
+	YU: 'RS',
+	CS: 'RS',
+	TP: 'TL',
+	BU: 'MM',
+	ZR: 'CD',
+	DD: 'DE',
+	VD: 'VN',
+	YD: 'YE',
+	RH: 'ZW',
+	NH: 'VU',
+	HV: 'BF',
+	DY: 'BJ',
+	AN: 'CW',
+};
+export const COUNTRY_NAME_ALIASES = {
+	usa: 'US',
+	'united states of america': 'US',
+	america: 'US',
+	uk: 'GB',
+	'great britain': 'GB',
+	britain: 'GB',
+	england: 'GB',
+	russia: 'RU',
+	'south korea': 'KR',
+	'north korea': 'KP',
+	czechia: 'CZ',
+	'czech republic': 'CZ',
+	'ivory coast': 'CI',
+	turkiye: 'TR',
+	türkiye: 'TR',
+	burma: 'MM',
+	'cape verde': 'CV',
+	swaziland: 'SZ',
+	macedonia: 'MK',
+	'east timor': 'TL',
+	vatican: 'VA',
+};
+
+// Alpha-2 codes Intl names that aren't countries, so none needs a shape.
+export const NON_COUNTRY_CODES = new Set([
+	'EU',
+	'EZ',
+	'UN',
+	'ZZ',
+	'QO',
+	'XA',
+	'XB',
+	'AQ',
+]);
--- a/frontend/scripts/geo-outlines/countries.mjs
+++ b/frontend/scripts/geo-outlines/countries.mjs
@@ -0,0 +1,185 @@
+// Natural Earth admin-0 → the countries topology and the lookup tables.
+import { geoArea, geoBounds } from 'd3-geo';
+import { feature } from 'topojson-client';
+
+import {
+	CONTINENT_REGION,
+	COUNTRY_ALIASES,
+	COUNTRY_MIN_WEIGHT,
+	COUNTRY_NAME_ALIASES,
+	COUNTRY_QUANTIZATION,
+	EXTRA_REGIONS,
+	NON_COUNTRY_CODES,
+	OPEN_OCEAN_REGION,
+} from './config.mjs';
+import {
+	polygonsOf,
+	round,
+	roundBounds,
+	simplifyAndQuantize,
+} from './geometry.mjs';
+
+export const isCountryCode = (value) => /^[A-Z]{2}$/.test(value ?? '');
+
+function regionsOf(props, iso2) {
+	const base = props.CONTINENT.startsWith('Seven seas')
+		? OPEN_OCEAN_REGION[props.REGION_UN]
+		: CONTINENT_REGION[props.CONTINENT];
+	return [...new Set([base, ...(EXTRA_REGIONS[iso2] ?? [])].filter(Boolean))];
+}
+
+// Group features by code so a country's overseas parts (Australia's Indian
+// Ocean territories) become one shape that one data row colours.
+function groupByCode(sourceFeatures, report) {
+	const groups = new Map();
+	for (const f of sourceFeatures) {
+		const p = f.properties;
+		if (p.CONTINENT === 'Antarctica') {
+			report.dropped.push(p.NAME);
+			continue;
+		}
+		const iso2 = isCountryCode(p.ISO_A2_EH) ? p.ISO_A2_EH : null;
+		const key = iso2 ?? `uncoded:${p.NAME}`;
+		if (!iso2) {
+			report.uncoded.push(p.NAME);
+		}
+		if (!groups.has(key)) {
+			groups.set(key, []);
+		}
+		groups.get(key).push(f);
+	}
+	return groups;
+}
+
+function toCountryFeature(key, members, report) {
+	// The sovereign part carries the name, label point and region.
+	const primary =
+		members.find((f) => f.properties.ISO_A2 === f.properties.ISO_A2_EH) ??
+		members.reduce((a, b) => (geoArea(a) >= geoArea(b) ? a : b));
+	const p = primary.properties;
+	const iso2 = key.startsWith('uncoded:') ? null : key;
+	if (members.length > 1) {
+		report.merged.push(
+			`${iso2}: ${members.map((f) => f.properties.NAME).join(' + ')}`,
+		);
+	}
+
+	const polygons = members.flatMap((f) => polygonsOf(f.geometry));
+	const geometry = { type: 'MultiPolygon', coordinates: polygons };
+	const mainland = polygons
+		.map((coordinates) => ({ type: 'Polygon', coordinates }))
+		.reduce((a, b) => (geoArea(a) >= geoArea(b) ? a : b));
+
+	return {
+		type: 'Feature',
+		id: iso2 ?? p.NAME,
+		properties: {
+			code: iso2,
+			iso3: /^[A-Z]{3}$/.test(p.ISO_A3_EH) ? p.ISO_A3_EH : null,
+			name: p.NAME,
+			label: [round(p.LABEL_X), round(p.LABEL_Y)],
+			mainland: roundBounds(geoBounds(mainland)),
+			bounds: roundBounds(geoBounds(geometry)),
+			regions: regionsOf(p, iso2 ?? ''),
+		},
+		geometry,
+	};
+}
+
+/** Alpha-3 codes and English names → alpha-2, for normalising data. */
+function buildLookups(sourceFeatures) {
+	const alpha3 = {};
+	const names = { ...COUNTRY_NAME_ALIASES };
+	for (const { properties: p } of sourceFeatures) {
+		if (!isCountryCode(p.ISO_A2_EH) || p.CONTINENT === 'Antarctica') {
+			continue;
+		}
+		if (/^[A-Z]{3}$/.test(p.ISO_A3_EH)) {
+			alpha3[p.ISO_A3_EH] = p.ISO_A2_EH;
+		}
+		for (const name of [
+			p.NAME,
+			p.NAME_LONG,
+			p.ADMIN,
+			p.NAME_EN,
+			p.BRK_NAME,
+			p.NAME_SORT,
+			p.NAME_CIAWF,
+		]) {
+			if (name) {
+				names[name.toLowerCase()] ??= p.ISO_A2_EH;
+			}
+		}
+	}
+	return { alpha3, names, aliases: COUNTRY_ALIASES };
+}
+
+/** ISO alpha-2 codes Intl knows that neither a shape nor an alias covers. */
+function findUncoveredCodes(drawn) {
+	const display = new Intl.DisplayNames(['en'], {
+		type: 'region',
+		fallback: 'none',
+	});
+	const letters = 'ABCDEFGHIJKLMNOPQRSTUVWXYZ';
+	const uncovered = [];
+	for (const a of letters) {
+		for (const b of letters) {
+			const code = a + b;
+			const name = display.of(code);
+			if (
+				name &&
+				!NON_COUNTRY_CODES.has(code) &&
+				!drawn.has(code) &&
+				!COUNTRY_ALIASES[code]
+			) {
+				uncovered.push(`${code} ${name}`);
+			}
+		}
+	}
+	return uncovered;
+}
+
+/** Natural Earth admin-0 GeoJSON → `{ topology, lookups, report }`. */
+export function buildCountries(source) {
+	const report = { dropped: [], uncoded: [], merged: [] };
+	const features = [...groupByCode(source.features, report)]
+		.map(([key, members]) => toCountryFeature(key, members, report))
+		.sort((a, b) => String(a.id).localeCompare(String(b.id)));
+
+	const { topo, flipped, collapsed, emptied } = simplifyAndQuantize(
+		'countries',
+		features,
+		COUNTRY_MIN_WEIGHT,
+		COUNTRY_QUANTIZATION,
+	);
+	const drawn = new Set(features.map((f) => f.properties.code).filter(Boolean));
+	// Lets data be checked against the drawn codes without decoding the outlines.
+	const lookups = { codes: [...drawn].sort(), ...buildLookups(source.features) };
+
+	const regionCounts = {};
+	for (const f of features) {
+		for (const region of f.properties.regions) {
+			regionCounts[region] = (regionCounts[region] ?? 0) + 1;
+		}
+	}
+
+	return {
+		topology: topo,
+		lookups,
+		report: {
+			features: features.length,
+			decodedFeatures: feature(topo, topo.objects.countries).features.length,
+			droppedFlippedIslands: flipped,
+			droppedCollapsedPolygons: collapsed,
+			emptied: emptied.join(' '),
+			regionCounts,
+			...report,
+			lookupCounts: {
+				alpha3: Object.keys(lookups.alpha3).length,
+				names: Object.keys(lookups.names).length,
+				aliases: Object.keys(lookups.aliases).length,
+			},
+			uncoveredIsoCodes: findUncoveredCodes(drawn),
+		},
+	};
+}
--- a/frontend/scripts/geo-outlines/geometry.mjs
+++ b/frontend/scripts/geo-outlines/geometry.mjs
@@ -0,0 +1,114 @@
+// Geometry helpers and the simplification shared by countries and states.
+import { geoArea } from 'd3-geo';
+import { topology } from 'topojson-server';
+import { presimplify, simplify } from 'topojson-simplify';
+import { feature, quantize } from 'topojson-client';
+
+import { PROTECTED_SHAPE_FACTOR } from './config.mjs';
+
+export const round = (n) => Math.round(n * 1e3) / 1e3;
+export const roundBounds = (bounds) =>
+	bounds.map(([x, y]) => [round(x), round(y)]);
+
+export function polygonsOf(geometry) {
+	if (geometry.type === 'Polygon') {
+		return [geometry.coordinates];
+	}
+	if (geometry.type === 'MultiPolygon') {
+		return geometry.coordinates;
+	}
+	return [];
+}
+
+/** Area of a lon/lat ring in square degrees, the unit of the simplify weights. */
+function planarRingArea(ring) {
+	let twice = 0;
+	ring.forEach(([x, y], i) => {
+		const [nx, ny] = ring[(i + 1) % ring.length];
+		twice += x * ny - nx * y;
+	});
+	return Math.abs(twice) / 2;
+}
+
+// Weights every point of a small shape's largest outline as Infinity, which
+// simplify never removes, so a city-state or city-sized province (Monaco, a
+// London borough) still has an outline to colour. Neighbours share those arcs,
+// so their common border stays in step.
+function protectSmallShapes(topo, objectName, features, minWeight) {
+	topo.objects[objectName].geometries.forEach((geometry, i) => {
+		const polygons = polygonsOf(features[i].geometry);
+		const areas = polygons.map(([outer]) => planarRingArea(outer));
+		const total = areas.reduce((sum, area) => sum + area, 0);
+		if (polygons.length === 0 || total > minWeight * PROTECTED_SHAPE_FACTOR) {
+			return;
+		}
+		const largest = areas.indexOf(Math.max(...areas));
+		const rings =
+			geometry.type === 'Polygon' ? geometry.arcs : geometry.arcs[largest];
+		rings[0].forEach((index) => {
+			topo.arcs[index < 0 ? ~index : index].forEach((point) => {
+				point[2] = Infinity;
+			});
+		});
+	});
+}
+
+const isCollapsed = ([outer]) =>
+	new Set(outer.map((point) => point.join())).size < 3;
+
+// Simplifying can collapse a tiny island until its ring runs the other way; d3
+// then reads it as "the whole globe except this island" and floods the map.
+const isInverted = (coordinates) =>
+	geoArea({ type: 'Polygon', coordinates }) > 2 * Math.PI;
+
+/**
+ * One feature collection to a simplified, quantized topology under
+ * `objectName`. Polygons that collapse to a sliver or flip inside out are
+ * dropped and the topology rebuilt without them.
+ */
+export function simplifyAndQuantize(
+	objectName,
+	features,
+	minWeight,
+	quantization,
+) {
+	let topo = presimplify(
+		topology({ [objectName]: { type: 'FeatureCollection', features } }),
+	);
+	protectSmallShapes(topo, objectName, features, minWeight);
+	topo = simplify(topo, minWeight);
+	// presimplify stores each point's weight as a third coordinate and simplify
+	// keeps it, so it is dropped before quantizing (which would carry it through).
+	topo = { ...topo, arcs: topo.arcs.map((arc) => arc.map(([x, y]) => [x, y])) };
+	topo = quantize(topo, quantization);
+
+	let flipped = 0;
+	let collapsed = 0;
+	const cleaned = feature(topo, topo.objects[objectName]).features.map((f) => {
+		const kept = polygonsOf(f.geometry).filter((coordinates) => {
+			if (isCollapsed(coordinates)) {
+				collapsed += 1;
+				return false;
+			}
+			if (isInverted(coordinates)) {
+				flipped += 1;
+				return false;
+			}
+			return true;
+		});
+		return { ...f, geometry: { type: 'MultiPolygon', coordinates: kept } };
+	});
+	const emptied = cleaned
+		.filter((f) => f.geometry.coordinates.length === 0)
+		.map((f) => f.properties.code ?? f.properties.name);
+
+	if (flipped > 0 || collapsed > 0) {
+		topo = quantize(
+			topology({
+				[objectName]: { type: 'FeatureCollection', features: cleaned },
+			}),
+			quantization,
+		);
+	}
+	return { topo, flipped, collapsed, emptied };
+}
--- a/frontend/scripts/geo-outlines/subdivisions.mjs
+++ b/frontend/scripts/geo-outlines/subdivisions.mjs
@@ -0,0 +1,188 @@
+// Natural Earth admin-1 → one states/provinces topology per country.
+import { geoArea } from 'd3-geo';
+import { topology } from 'topojson-server';
+import { merge } from 'topojson-client';
+
+import {
+	MIN_SUBDIVISIONS,
+	SUBDIVISION_ALIASES,
+	SUBDIVISION_MERGES,
+	SUBDIVISION_MIN_WEIGHT,
+	SUBDIVISION_QUANTIZATION,
+} from './config.mjs';
+import { isCountryCode } from './countries.mjs';
+import { round, simplifyAndQuantize } from './geometry.mjs';
+
+const SUBDIVISION_CODE = /^[A-Z]{2}-[A-Z0-9]{1,3}$/;
+
+/** Retired code → `[current code, current name]`, from `SUBDIVISION_MERGES`. */
+const RECODES = new Map(
+	Object.values(SUBDIVISION_MERGES).flatMap((merges) =>
+		Object.entries(merges).flatMap(([code, [name, retired]]) =>
+			retired.map((old) => [old, [code, name]]),
+		),
+	),
+);
+
+/** A country's aliases: the hand-written ones, then each merge's retired codes. */
+function aliasesOf(country) {
+	const aliases = { ...SUBDIVISION_ALIASES[country] };
+	for (const [code, [, retired]] of Object.entries(
+		SUBDIVISION_MERGES[country] ?? {},
+	)) {
+		for (const old of retired) {
+			if (old !== code) {
+				aliases[old] = code;
+			}
+		}
+	}
+	return aliases;
+}
+
+// Shapes without an ISO 3166-2 code can't be matched to data, and a code under
+// another country's prefix (Puerto Rico's `US-PR`) belongs to that country's
+// file. Retired codes are rewritten to the current ones here, so the merge
+// below dissolves them.
+function groupByCountry(sourceFeatures) {
+	const byCountry = new Map();
+	const uncoded = {};
+	const recoded = new Set();
+	for (const f of sourceFeatures) {
+		const country = f.properties.iso_a2;
+		if (!isCountryCode(country)) {
+			continue;
+		}
+		const code = f.properties.iso_3166_2;
+		if (!SUBDIVISION_CODE.test(code ?? '') || !code.startsWith(`${country}-`)) {
+			uncoded[country] = (uncoded[country] ?? 0) + 1;
+			continue;
+		}
+		if (!byCountry.has(country)) {
+			byCountry.set(country, []);
+		}
+		const recode = RECODES.get(code);
+		if (recode) {
+			recoded.add(code);
+		}
+		byCountry.get(country).push(
+			recode
+				? {
+						...f,
+						properties: {
+							...f.properties,
+							iso_3166_2: recode[0],
+							name: recode[1],
+						},
+					}
+				: f,
+		);
+	}
+	return { byCountry, uncoded, recoded };
+}
+
+// Natural Earth splits some codes across shapes (Dublin's four councils are all
+// `IE-D`). Merging them through a topology drops the borders between the parts,
+// so one code is one shape with one outline.
+function mergeByCode(features) {
+	const byCode = new Map();
+	for (const f of features) {
+		const code = f.properties.iso_3166_2;
+		if (!byCode.has(code)) {
+			byCode.set(code, []);
+		}
+		byCode.get(code).push(f);
+	}
+	const topo = topology({ parts: { type: 'FeatureCollection', features } });
+	const { geometries } = topo.objects.parts;
+	let merged = 0;
+	const shapes = [...byCode].map(([code, members]) => {
+		// The largest part carries the name and label point.
+		const primary = members.reduce((a, b) => (geoArea(a) >= geoArea(b) ? a : b));
+		let geometry = primary.geometry;
+		if (members.length > 1) {
+			merged += members.length - 1;
+			geometry = merge(
+				topo,
+				geometries.filter((_, i) => features[i].properties.iso_3166_2 === code),
+			);
+		}
+		return {
+			type: 'Feature',
+			id: code,
+			properties: {
+				code,
+				name: primary.properties.name,
+				label: [
+					round(primary.properties.longitude),
+					round(primary.properties.latitude),
+				],
+			},
+			geometry,
+		};
+	});
+	return { shapes: shapes.sort((a, b) => a.id.localeCompare(b.id)), merged };
+}
+
+/** Lower-cased English names → code, for data that names a state. */
+function namesOf(members) {
+	const names = {};
+	for (const { properties: p } of members) {
+		for (const name of [p.name, p.name_en, p.gn_name, p.woe_name]) {
+			if (name) {
+				names[name.toLowerCase()] ??= p.iso_3166_2;
+			}
+		}
+	}
+	return names;
+}
+
+/**
+ * Natural Earth admin-1 GeoJSON → `{ files, report }`, where `files` maps each
+ * country with enough coded states to its outlines file, in code order.
+ */
+export function buildSubdivisions(source) {
+	const { byCountry, uncoded, recoded } = groupByCountry(source.features);
+	const files = new Map();
+	const report = {
+		skippedUnderMinimum: [],
+		mergedParts: {},
+		uncodedShapes: uncoded,
+		droppedFlippedIslands: {},
+		droppedCollapsedPolygons: 0,
+		emptiedShapes: [],
+		// Merge entries whose retired code Natural Earth no longer has.
+		unmatchedRetiredCodes: [...RECODES.keys()].filter(
+			(code) => !recoded.has(code),
+		),
+	};
+
+	const countries = [...byCountry.keys()].sort((a, b) => a.localeCompare(b));
+	for (const country of countries) {
+		const members = byCountry.get(country);
+		const { shapes, merged } = mergeByCode(members);
+		if (shapes.length < MIN_SUBDIVISIONS) {
+			report.skippedUnderMinimum.push(country);
+			continue;
+		}
+		if (merged) {
+			report.mergedParts[country] = merged;
+		}
+		const { topo, flipped, collapsed, emptied } = simplifyAndQuantize(
+			'subdivisions',
+			shapes,
+			SUBDIVISION_MIN_WEIGHT,
+			SUBDIVISION_QUANTIZATION,
+		);
+		if (flipped) {
+			report.droppedFlippedIslands[country] = flipped;
+		}
+		report.droppedCollapsedPolygons += collapsed;
+		report.emptiedShapes.push(...emptied);
+		files.set(country, {
+			...topo,
+			aliases: aliasesOf(country),
+			names: namesOf(members),
+		});
+	}
+	return { files, report };
+}
--- a/frontend/scripts/geo-outlines/validate.mjs
+++ b/frontend/scripts/geo-outlines/validate.mjs
@@ -0,0 +1,110 @@
+// Invariants the chart relies on, checked before anything is written. A
+// failure names every problem; the committed assets are left untouched.
+import { feature } from 'topojson-client';
+
+import { MIN_SUBDIVISIONS } from './config.mjs';
+
+// Natural Earth v5.1.2 yields 239 countries and 198 countries with states. A
+// drop below these means a changed or truncated download, not real geography.
+const MIN_COUNTRIES = 230;
+const MIN_SUBDIVISION_COUNTRIES = 190;
+
+function duplicatesOf(values) {
+	const seen = new Set();
+	return values.filter((value) => seen.has(value) || !seen.add(value));
+}
+
+function checkCountries({ topology, lookups, report }, problems) {
+	const shapes = feature(topology, topology.objects.countries).features;
+	const codes = shapes.map((shape) => shape.properties.code).filter(Boolean);
+	const drawn = new Set(codes);
+
+	if (shapes.length < MIN_COUNTRIES) {
+		problems.push(
+			`only ${shapes.length} countries (expected ≥ ${MIN_COUNTRIES})`,
+		);
+	}
+	if (report.emptied) {
+		problems.push(`countries left with no outline: ${report.emptied}`);
+	}
+	for (const code of duplicatesOf(codes)) {
+		problems.push(`country code ${code} is drawn twice`);
+	}
+	if (lookups.codes.join() !== [...drawn].sort().join()) {
+		problems.push('lookups.codes differs from the drawn country codes');
+	}
+	for (const [alias, target] of Object.entries(lookups.aliases)) {
+		if (!drawn.has(target)) {
+			problems.push(`country alias ${alias} → ${target}, which has no shape`);
+		}
+	}
+	for (const [alpha3, target] of Object.entries(lookups.alpha3)) {
+		if (!drawn.has(target)) {
+			problems.push(`alpha-3 ${alpha3} → ${target}, which has no shape`);
+		}
+	}
+}
+
+function checkSubdivisionFile(country, file, problems) {
+	const codes = file.objects.subdivisions.geometries.map(
+		(geometry) => geometry.properties.code,
+	);
+	const known = new Set(codes);
+
+	if (codes.length < MIN_SUBDIVISIONS) {
+		problems.push(
+			`${country}: ${codes.length} states (expected ≥ ${MIN_SUBDIVISIONS})`,
+		);
+	}
+	for (const code of duplicatesOf(codes)) {
+		problems.push(`${country}: state code ${code} is drawn twice`);
+	}
+	for (const code of codes) {
+		if (!code?.startsWith(`${country}-`)) {
+			problems.push(`${country}: state code ${code} is outside the country`);
+		}
+	}
+	for (const [alias, target] of Object.entries(file.aliases)) {
+		if (!known.has(target)) {
+			problems.push(`${country}: alias ${alias} → ${target}, which has no shape`);
+		}
+	}
+	for (const [name, code] of Object.entries(file.names)) {
+		if (!known.has(code)) {
+			problems.push(`${country}: name "${name}" → ${code}, which has no shape`);
+		}
+	}
+}
+
+function checkSubdivisions({ files, report }, problems) {
+	if (files.size < MIN_SUBDIVISION_COUNTRIES) {
+		problems.push(
+			`only ${files.size} countries with states (expected ≥ ${MIN_SUBDIVISION_COUNTRIES})`,
+		);
+	}
+	if (report.emptiedShapes.length > 0) {
+		problems.push(
+			`states left with no outline: ${report.emptiedShapes.join(' ')}`,
+		);
+	}
+	if (report.unmatchedRetiredCodes.length > 0) {
+		problems.push(
+			`merge codes not found in Natural Earth: ${report.unmatchedRetiredCodes.join(' ')}`,
+		);
+	}
+	for (const [country, file] of files) {
+		checkSubdivisionFile(country, file, problems);
+	}
+}
+
+/** Throws one error listing every broken invariant. */
+export function validate(countries, subdivisions) {
+	const problems = [];
+	checkCountries(countries, problems);
+	checkSubdivisions(subdivisions, problems);
+	if (problems.length > 0) {
+		throw new Error(
+			`${problems.length} problem(s) in the generated outlines:\n- ${problems.join('\n- ')}`,
+		);
+	}
+}
--- a/frontend/src/api/generated/services/sigNoz.schemas.ts
+++ b/frontend/src/api/generated/services/sigNoz.schemas.ts
@@ -5638,6 +5638,13 @@ export interface DashboardtypesBasicVisualizationDTO {
 	timePreference?: DashboardtypesTimePreferenceDTO;
 }

+/**
+ * @minimum 1
+ * @maximum 64
+ * @nullable
+ */
+export type DashboardtypesBubbleRadiusDTO = number | null;
+
 export interface Querybuildertypesv5LogAggregationDTO {
 	/**
 	 * @type string
@@ -6921,6 +6928,246 @@ export interface DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDa
 	spec: DashboardtypesScatterPlotPanelSpecDTO;
 }

+/**
+ * The panel kind.
+ */
+export enum DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesGeoMapPanelSpecDTOKind {
+	'signoz/GeoMapPanel' = 'signoz/GeoMapPanel',
+}
+/**
+ * Radius of the largest circle, in CSS pixels from 1 to 64. Null means 8 on the points layer, 28 otherwise.
+ */
+export type DashboardtypesGeoMapBubblesDTOMaxRadius = DashboardtypesBubbleRadiusDTO | null;
+
+/**
+ * Radius of the smallest circle, in CSS pixels from 1 to 64. Null means 2 on the points layer, 3 otherwise.
+ */
+export type DashboardtypesGeoMapBubblesDTOMinRadius = DashboardtypesBubbleRadiusDTO | null;
+
+export interface DashboardtypesGeoMapBubblesDTO {
+	/**
+	 * @description Radius of the largest circle, in CSS pixels from 1 to 64. Null means 8 on the points layer, 28 otherwise.
+	 */
+	maxRadius?: DashboardtypesGeoMapBubblesDTOMaxRadius;
+	/**
+	 * @description Radius of the smallest circle, in CSS pixels from 1 to 64. Null means 2 on the points layer, 3 otherwise.
+	 */
+	minRadius?: DashboardtypesGeoMapBubblesDTOMinRadius;
+}
+
+export interface DashboardtypesGeoMapColorsDTO {
+	/**
+	 * @type string
+	 * @description The hex color varied in opacity mode. Empty uses the default fill.
+	 */
+	fill?: string;
+	/**
+	 * @type number,null
+	 * @description The value mapped to the highest color. Null uses the highest value in the data.
+	 */
+	max?: number | null;
+	/**
+	 * @type number,null
+	 * @description The value mapped to the lowest color. Null uses the lowest value in the data. Must not exceed max.
+	 */
+	min?: number | null;
+	/**
+	 * @description How values are colored: palette (default) picks a hue from palette, opacity varies the opacity of fill.
+	 */
+	mode?: DashboardtypesHeatmapColorModeDTO;
+	/**
+	 * @description The named color ramp used in palette mode, such as lava (default), ice or ember.
+	 */
+	palette?: DashboardtypesHeatmapPaletteDTO;
+	/**
+	 * @description How values map onto the color range: log (default), sqrt or linear.
+	 */
+	scale?: DashboardtypesHeatmapColorScaleDTO;
+	/**
+	 * @type integer
+	 * @description The number of distinct color steps, 2 to 128. 0 uses the chart default.
+	 */
+	steps?: number;
+}
+
+export interface DashboardtypesGeoMapChartAppearanceDTO {
+	/**
+	 * @description The circle radius range of the bubbles and points layers.
+	 */
+	bubbles?: DashboardtypesGeoMapBubblesDTO;
+	/**
+	 * @description The color scale applied to the colorBy values.
+	 */
+	colors?: DashboardtypesGeoMapColorsDTO;
+	/**
+	 * @type boolean,null
+	 * @description Shows country and state names once each fits inside its shape. Null shows them.
+	 */
+	labels?: boolean | null;
+}
+
+export enum DashboardtypesGeoMapCountryFormatDTO {
+	auto = 'auto',
+	alpha2 = 'alpha2',
+	alpha3 = 'alpha3',
+	name = 'name',
+}
+export enum DashboardtypesGeoMapLocationModeDTO {
+	auto = 'auto',
+	country = 'country',
+	subdivision = 'subdivision',
+	coordinates = 'coordinates',
+}
+export interface DashboardtypesGeoMapLocationDTO {
+	/**
+	 * @type string
+	 * @description Group-by key holding the country, for the country and subdivision modes. Empty detects it by name, such as geo.country.iso_code.
+	 */
+	country?: string;
+	/**
+	 * @description How country values are written: auto (default) detects it, alpha2, alpha3 or name.
+	 */
+	countryFormat: DashboardtypesGeoMapCountryFormatDTO;
+	/**
+	 * @type string
+	 * @description Group-by key holding the latitude, for the coordinates mode. Empty detects it by name.
+	 */
+	lat?: string;
+	/**
+	 * @type string
+	 * @description Group-by key holding the longitude, for the coordinates mode. Empty detects it by name.
+	 */
+	lon?: string;
+	/**
+	 * @description How rows are placed: auto (default) detects it from the group-by keys, country, subdivision or coordinates.
+	 */
+	mode: DashboardtypesGeoMapLocationModeDTO;
+	/**
+	 * @type string
+	 * @description Group-by key holding the ISO 3166-2 region code (e.g. geo.region.iso_code), for the subdivision mode. Empty detects it by name.
+	 */
+	region?: string;
+}
+
+export enum DashboardtypesGeoMapLayerDTO {
+	regions = 'regions',
+	bubbles = 'bubbles',
+	points = 'points',
+}
+export enum DashboardtypesGeoMapProjectionDTO {
+	mercator = 'mercator',
+	equal_earth = 'equal_earth',
+	natural_earth = 'natural_earth',
+}
+export enum DashboardtypesGeoMapViewDTO {
+	world = 'world',
+	fit = 'fit',
+	africa = 'africa',
+	asia = 'asia',
+	europe = 'europe',
+	north_america = 'north_america',
+	south_america = 'south_america',
+	oceania = 'oceania',
+	country = 'country',
+}
+export interface DashboardtypesGeoMapSettingsDTO {
+	/**
+	 * @type string
+	 * @description Value column key, as in a Table panel, that sets the color. Empty uses the first value column.
+	 */
+	colorBy?: string;
+	/**
+	 * @description What is drawn: regions (default) fills each shape, bubbles draws a circle per region, points a circle per coordinate.
+	 */
+	layer: DashboardtypesGeoMapLayerDTO;
+	/**
+	 * @description The map projection: mercator (default), equal_earth or natural_earth.
+	 */
+	projection: DashboardtypesGeoMapProjectionDTO;
+	/**
+	 * @type string
+	 * @description Value column key, as in a Table panel, that sets the bubble or point size. Empty uses colorBy.
+	 */
+	sizeBy?: string;
+	/**
+	 * @description The area shown: world (default), fit to the data, a continent, or country with viewCountry.
+	 */
+	view: DashboardtypesGeoMapViewDTO;
+	/**
+	 * @type string
+	 * @description Uppercase ISO 3166-1 alpha-2 code of the country the country view shows.
+	 */
+	viewCountry?: string;
+}
+
+export interface DashboardtypesGeoMapThresholdDTO {
+	/**
+	 * @type string
+	 * @description The CSS color of the shape, bubble or point while the threshold is active, for example #F1575F; CSS named colors such as red also work.
+	 */
+	color: string;
+	/**
+	 * @description The comparison that activates the threshold: above (default), below, above_or_equal, below_or_equal, equal or not_equal.
+	 */
+	operator?: DashboardtypesComparisonOperatorDTO;
+	/**
+	 * @type string
+	 * @description The unit id of value, such as ms or percent. Empty means the colorBy column's unit.
+	 */
+	unit?: string;
+	/**
+	 * @type number
+	 * @format double
+	 * @description The value compared against, in unit.
+	 */
+	value: number;
+}
+
+export interface DashboardtypesGeoMapPanelSpecDTO {
+	/**
+	 * @description Color scale, bubble size and labels.
+	 */
+	chartAppearance?: DashboardtypesGeoMapChartAppearanceDTO;
+	/**
+	 * @description Per-column units and decimal precision.
+	 */
+	formatting?: DashboardtypesTableFormattingDTO;
+	/**
+	 * @description Legend placement.
+	 */
+	legend?: DashboardtypesLegendDTO;
+	/**
+	 * @description The group-by columns that place each row on the map.
+	 */
+	location?: DashboardtypesGeoMapLocationDTO;
+	/**
+	 * @description Layer, view, projection and the value columns drawn.
+	 */
+	map?: DashboardtypesGeoMapSettingsDTO;
+	/**
+	 * @type array,null
+	 * @description Rules that recolor a shape, bubble or point when its value compares to a threshold as specified.
+	 */
+	thresholds?: DashboardtypesGeoMapThresholdDTO[] | null;
+	/**
+	 * @description The time range the values are computed over.
+	 */
+	visualization?: DashboardtypesBasicVisualizationDTO;
+}
+
+export interface DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesGeoMapPanelSpecDTO {
+	/**
+	 * @enum signoz/GeoMapPanel
+	 * @type string
+	 * @description The panel kind.
+	 */
+	kind: DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesGeoMapPanelSpecDTOKind;
+	/**
+	 * @description The options for this panel kind. {} accepts every default.
+	 */
+	spec: DashboardtypesGeoMapPanelSpecDTO;
+}
+
 export type DashboardtypesPanelPluginDTO =
 	| DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesTimeSeriesPanelSpecDTO
 	| DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesBarChartPanelSpecDTO
@@ -6932,7 +7179,8 @@ export type DashboardtypesPanelPluginDTO =
 	| DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesListPanelSpecDTO
 	| DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesTextPanelSpecDTO
 	| DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesHeatmapPanelSpecDTO
-	| DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesScatterPlotPanelSpecDTO;
+	| DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesScatterPlotPanelSpecDTO
+	| DashboardtypesPanelPluginVariantGithubComSigNozSignozPkgTypesDashboardtypesGeoMapPanelSpecDTO;

 export enum Querybuildertypesv5RequestTypeDTO {
 	scalar = 'scalar',
@@ -8213,6 +8461,7 @@ export enum DashboardtypesPanelPluginKindDTO {
 	'signoz/TextPanel' = 'signoz/TextPanel',
 	'signoz/HeatmapPanel' = 'signoz/HeatmapPanel',
 	'signoz/ScatterPlotPanel' = 'signoz/ScatterPlotPanel',
+	'signoz/GeoMapPanel' = 'signoz/GeoMapPanel',
 }
 /**
 * The RFC 6902 operations, applied in order against the dashboard's postable shape.
--- a/frontend/src/api/v5/queryRange/prepareQueryRangePayloadV5.ts
+++ b/frontend/src/api/v5/queryRange/prepareQueryRangePayloadV5.ts
@@ -54,6 +54,7 @@ export function mapPanelTypeToRequestType(panelType: PANEL_TYPES): RequestType {
 		case PANEL_TYPES.SCATTER:
 		case PANEL_TYPES.PIE:
 		case PANEL_TYPES.VALUE:
+		case PANEL_TYPES.GEO_MAP:
 			return 'scalar';
 		case PANEL_TYPES.TRACE:
 			return 'trace';
@@ -277,7 +278,8 @@ export function createAggregation(
 		(panelType === PANEL_TYPES.TABLE ||
 			panelType === PANEL_TYPES.SCATTER ||
 			panelType === PANEL_TYPES.PIE ||
-			panelType === PANEL_TYPES.VALUE);
+			panelType === PANEL_TYPES.VALUE ||
+			panelType === PANEL_TYPES.GEO_MAP);

 	if (queryData.dataSource === DataSource.METRICS) {
 		return [
--- a/frontend/src/components/QueryBuilderV2/QueryV2/panelTypes.ts
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/panelTypes.ts
@@ -6,6 +6,7 @@ const SCALAR_PANEL_TYPES: ReadonlySet<string> = new Set<string>([
 	PANEL_TYPES.SCATTER,
 	PANEL_TYPES.PIE,
 	PANEL_TYPES.VALUE,
+	PANEL_TYPES.GEO_MAP,
 ]);

 export function isScalarPanelType(panelType?: string | null): boolean {
--- a/frontend/src/constants/panelTypes.ts
+++ b/frontend/src/constants/panelTypes.ts
@@ -34,6 +34,7 @@ export const getComponentForPanelType = (
 		[PANEL_TYPES.HISTOGRAM]: Uplot,
 		// V2-only kind; it renders through the V2 panel registry.
 		[PANEL_TYPES.HEATMAP]: null,
+		[PANEL_TYPES.GEO_MAP]: null,
 		// Dashboards v2 renders this kind; nothing reaches the V1 chart map for it.
 		[PANEL_TYPES.TEXT]: null,
 		[PANEL_TYPES.SCATTER]: null,
--- a/frontend/src/constants/queryBuilder.ts
+++ b/frontend/src/constants/queryBuilder.ts
@@ -340,6 +340,7 @@ export enum PANEL_TYPES {
 	PIE = 'pie',
 	HISTOGRAM = 'histogram',
 	HEATMAP = 'heatmap',
+	GEO_MAP = 'geo_map',
 	TEXT = 'text',
 	EMPTY_WIDGET = 'EMPTY_WIDGET',
 }
--- a/frontend/src/container/WidgetCard/Card/FullView/contants.ts
+++ b/frontend/src/container/WidgetCard/Card/FullView/contants.ts
@@ -32,6 +32,7 @@ export const PANEL_TYPES_VS_FULL_VIEW_TABLE: PanelTypeAndGraphManagerVisibilityP
 		PIE: false,
 		HISTOGRAM: false,
 		HEATMAP: false,
+		GEO_MAP: false,
 		TEXT: false,
 		EMPTY_WIDGET: false,
 	};
--- a/frontend/src/container/WidgetCard/Panels/constants.ts
+++ b/frontend/src/container/WidgetCard/Panels/constants.ts
@@ -24,4 +24,5 @@ export const PanelTypeVsPanelWrapper = {
 	[PANEL_TYPES.HISTOGRAM]: HistogramPanel,
 	// V2-only kind; it renders through the V2 panel registry.
 	[PANEL_TYPES.HEATMAP]: null,
+	[PANEL_TYPES.GEO_MAP]: null,
 };
--- a/frontend/src/lib/query/panelTypeDataSourceFormValuesMap.ts
+++ b/frontend/src/lib/query/panelTypeDataSourceFormValuesMap.ts
@@ -17,6 +17,7 @@ export type PartialPanelTypes = {
 	[PANEL_TYPES.SCATTER]: 'scatter';
 	[PANEL_TYPES.HISTOGRAM]: 'histogram';
 	[PANEL_TYPES.HEATMAP]: 'heatmap';
+	[PANEL_TYPES.GEO_MAP]: 'geo_map';
 };

 export type BuilderField = keyof IBuilderQuery;
@@ -152,6 +153,7 @@ export const panelTypeDataSourceFormValuesMap: Record<
 	[PANEL_TYPES.TABLE]: bySource(SERIES, SCALAR_METRICS),
 	[PANEL_TYPES.PIE]: bySource(SERIES, SCALAR_METRICS),
 	[PANEL_TYPES.SCATTER]: bySource(SERIES, SCALAR_METRICS),
+	[PANEL_TYPES.GEO_MAP]: bySource(SERIES, SCALAR_METRICS),
 	[PANEL_TYPES.VALUE]: bySource(SINGLE_VALUE, SINGLE_VALUE_METRICS),
 	[PANEL_TYPES.LIST]: bySource(RAW_ROWS, RAW_ROWS_METRICS),
 };
--- a/frontend/src/lib/uPlotV2/components/ColorBar/ColorBar.module.scss
+++ b/frontend/src/lib/uPlotV2/components/ColorBar/ColorBar.module.scss
@@ -72,3 +72,32 @@
 		var(--muted-foreground) 2px 3px
 	);
 }
+
+.vertical {
+	display: flex;
+	gap: 10px;
+	height: 100%;
+	min-height: 0;
+
+	.track {
+		flex: 0 0 8px;
+		width: 8px;
+		height: auto;
+	}
+
+	.marker {
+		top: auto;
+		right: -3px;
+		left: -3px;
+		width: auto;
+		height: 2px;
+		transform: translateY(1px);
+	}
+}
+
+.scale {
+	display: flex;
+	flex-direction: column;
+	justify-content: space-between;
+	min-width: 0;
+}
--- a/frontend/src/lib/uPlotV2/components/ColorBar/ColorBar.tsx
+++ b/frontend/src/lib/uPlotV2/components/ColorBar/ColorBar.tsx
@@ -14,6 +14,8 @@ export interface ColorBarProps {
 	label?: string;
 	/** Keys the one state a ramp cannot express: a hatched data gap. */
 	showNoDataKey?: boolean;
+	/** Vertical runs low to high from the bottom, with labels to the right. */
+	orientation?: 'horizontal' | 'vertical';
 	'data-testid'?: string;
 }

@@ -25,8 +27,10 @@ export default function ColorBar({
 	markerPosition = null,
 	label,
 	showNoDataKey = false,
+	orientation = 'horizontal',
 	'data-testid': testId = 'color-bar',
 }: ColorBarProps): JSX.Element | null {
+	const isVertical = orientation === 'vertical';
 	const gradient = useMemo(() => {
 		if (ramp.length === 0) {
 			return undefined;
@@ -39,8 +43,8 @@ export default function ColorBar({
 			const to = ((index + 1) / ramp.length) * 100;
 			return [`${color} ${from}%`, `${color} ${to}%`];
 		});
-		return `linear-gradient(to right, ${stops.join(', ')})`;
-	}, [ramp]);
+		return `linear-gradient(to ${isVertical ? 'top' : 'right'}, ${stops.join(', ')})`;
+	}, [ramp, isVertical]);

 	if (gradient === undefined) {
 		return null;
@@ -49,6 +53,26 @@ export default function ColorBar({
 	const clampedMarker =
 		markerPosition === null ? null : Math.min(Math.max(markerPosition, 0), 1);

+	if (isVertical) {
+		return (
+			<div className={Styles.vertical} data-testid={testId}>
+				<div className={Styles.track} style={{ background: gradient }}>
+					{clampedMarker !== null && (
+						<span
+							className={Styles.marker}
+							style={{ bottom: `${clampedMarker * 100}%` }}
+							data-testid={`${testId}-marker`}
+						/>
+					)}
+				</div>
+				<div className={Styles.scale}>
+					<span className={Styles.label}>{maxLabel}</span>
+					<span className={Styles.label}>{minLabel}</span>
+				</div>
+			</div>
+		);
+	}
+
 	return (
 		<div className={Styles.container} data-testid={testId}>
 			{label && <span className={Styles.caption}>{label}</span>}
--- a/frontend/src/lib/uPlotV2/components/ColorBar/tests/ColorBar.test.tsx
+++ b/frontend/src/lib/uPlotV2/components/ColorBar/tests/ColorBar.test.tsx
@@ -1,4 +1,4 @@
-import { render, screen } from '@testing-library/react';
+import { render, screen } from 'tests/test-utils';

 import ColorBar from '../ColorBar';

@@ -35,12 +35,13 @@ describe('ColorBar', () => {
 	});

 	it('clamps a marker outside the ramp to its ends', () => {
-		const { rerender } = render(
+		const { unmount } = render(
 			<ColorBar ramp={RAMP} minLabel="0" maxLabel="10" markerPosition={-2} />,
 		);
 		expect(screen.getByTestId('color-bar-marker')).toHaveStyle({ left: '0%' });
+		unmount();

-		rerender(
+		render(
 			<ColorBar ramp={RAMP} minLabel="0" maxLabel="10" markerPosition={4} />,
 		);
 		expect(screen.getByTestId('color-bar-marker')).toHaveStyle({ left: '100%' });
@@ -82,4 +83,20 @@ describe('ColorBar', () => {
 				'linear-gradient(to right, #111111 0%, #111111 50%, #dddddd 50%, #dddddd 100%)',
 		});
 	});
+
+	it('runs low to high from the bottom when vertical', () => {
+		render(
+			<ColorBar
+				ramp={['#000', '#fff']}
+				minLabel="0.18%"
+				maxLabel="14.2%"
+				markerPosition={0.25}
+				orientation="vertical"
+			/>,
+		);
+
+		const labels = screen.getAllByText(/%$/).map((label) => label.textContent);
+		expect(labels).toStrictEqual(['14.2%', '0.18%']);
+		expect(screen.getByTestId('color-bar-marker')).toHaveStyle({ bottom: '25%' });
+	});
 });
--- a/frontend/src/lib/uPlotV2/plugins/HeatmapPlugin/tests/heatmapPlugin.test.ts
+++ b/frontend/src/lib/uPlotV2/plugins/HeatmapPlugin/tests/heatmapPlugin.test.ts
@@ -1,6 +1,6 @@
 import type uPlot from 'uplot';

-import { DEFAULT_HEATMAP_COLORS } from '../colorScale';
+import { DEFAULT_COLOR_RAMP_OPTIONS } from 'lib/visualization/colorRamp/colorScale';
 import { resolveHeatmapYAxis } from '../geometry';
 import { createHeatmapHooks } from '../heatmapPlugin';
 import { HeatmapAxisScale, HeatmapCell } from '../types';
@@ -103,7 +103,7 @@ function createHooks(
 	return createHeatmapHooks({
 		yAxis: Y_AXIS,
 		step: STEP,
-		colors: DEFAULT_HEATMAP_COLORS,
+		colors: DEFAULT_COLOR_RAMP_OPTIONS,
 		isDarkMode: true,
 		seriesColor: '#4e74f8',
 		dimOnHover,
--- a/frontend/src/lib/uPlotV2/plugins/HeatmapPlugin/colorScale.ts
+++ b/frontend/src/lib/uPlotV2/plugins/HeatmapPlugin/colorScale.ts
@@ -1,257 +0,0 @@
-import { Color as DesignToken } from '@signozhq/design-tokens';
-import Color from 'color';
-
-import { DEFAULT_HEATMAP_PALETTE, getPaletteStops } from './palettes';
-import {
-	HeatmapColorMode,
-	HeatmapColorOptions,
-	HeatmapColorScale,
-} from './types';
-
-export const MIN_COLOR_STEPS = 2;
-export const MAX_COLOR_STEPS = 128;
-export const DEFAULT_COLOR_STEPS = 64;
-
-/** Without a floor, the lowest counts read as "no data". */
-export const MIN_OPACITY_ALPHA = 0.1;
-
-/** Log's bottom when the grid holds no positive count to take it from. */
-const DEFAULT_LOG_FLOOR = 1;
-
-/** Widest span a single ramp is stretched over on a log scale. */
-const MAX_LOG_DECADES = 6;
-
-/** Used when neither an explicit fill nor a series colour is available. */
-export const DEFAULT_OPACITY_FILL = DesignToken.BG_ROBIN_500;
-
-/** Zero takes the panel surface so an empty stretch recedes, leaving the ramp's
- *  bottom to the smallest count that did occur — on a log scale the two collapse. */
-const ZERO_FILL: Record<'dark' | 'light', string> = {
-	dark: DesignToken.BG_INK_500,
-	light: DesignToken.BG_VANILLA_100,
-};
-
-export const DEFAULT_HEATMAP_COLORS: HeatmapColorOptions = {
-	mode: HeatmapColorMode.Palette,
-	scale: HeatmapColorScale.Log,
-	minCount: null,
-	maxCount: null,
-	palette: DEFAULT_HEATMAP_PALETTE,
-	steps: DEFAULT_COLOR_STEPS,
-	fill: '',
-};
-
-export interface CountDomain {
-	min: number;
-	max: number;
-	/** Bottom decade of the log scale: the smallest count it separates from zero.
-	 *  Always positive, since log has no bottom otherwise. */
-	logFloor: number;
-}
-
-/** Highest count, ignoring `null`. 0 for an empty grid. */
-export function getMaxCount(counts: Array<Array<number | null>>): number {
-	let max = 0;
-	for (const row of counts) {
-		for (const count of row) {
-			if (count !== null && Number.isFinite(count) && count > max) {
-				max = count;
-			}
-		}
-	}
-	return max;
-}
-
-/** Smallest count above zero, ignoring `null`. `null` for a grid without one. */
-export function getSmallestPositiveCount(
-	counts: Array<Array<number | null>>,
-): number | null {
-	let smallest: number | null = null;
-	for (const row of counts) {
-		for (const count of row) {
-			if (
-				count !== null &&
-				Number.isFinite(count) &&
-				count > 0 &&
-				(smallest === null || count < smallest)
-			) {
-				smallest = count;
-			}
-		}
-	}
-	return smallest;
-}
-
-/**
- * The grid's own resolution: whole counts floor at 1, while a heatmap of rates or
- * ratios can live entirely below it, where a fixed floor of 1 would flatten every
- * cell onto the bottom colour. Capped at `MAX_LOG_DECADES` so one stray tiny cell
- * cannot stretch the ramp over a range nothing else occupies.
- */
-function resolveLogFloor(
-	counts: Array<Array<number | null>>,
-	max: number,
-): number {
-	const smallest = getSmallestPositiveCount(counts) ?? DEFAULT_LOG_FLOOR;
-	return Math.max(smallest, max / 10 ** MAX_LOG_DECADES);
-}
-
-/** Explicit clamps win; otherwise 0 to the grid's highest count. */
-export function resolveCountDomain(
-	options: Pick<HeatmapColorOptions, 'minCount' | 'maxCount'>,
-	counts: Array<Array<number | null>>,
-): CountDomain {
-	const min = options.minCount ?? 0;
-	const max = options.maxCount ?? getMaxCount(counts);
-	const logFloor = resolveLogFloor(counts, max);
-	return max > min ? { min, max, logFloor } : { min, max: min, logFloor };
-}
-
-/** Position on the colour scale, 0..1. A degenerate domain collapses to 0 so an
- *  all-zero grid renders at the bottom rather than disappearing. */
-export function normalizeCount({
-	count,
-	domain,
-	scale,
-}: {
-	count: number;
-	domain: CountDomain;
-	scale: HeatmapColorScale;
-}): number {
-	const { min, max } = domain;
-	if (!(max > min)) {
-		return 0;
-	}
-
-	const clamped = Math.min(Math.max(count, min), max);
-
-	if (scale === HeatmapColorScale.Log) {
-		// Anything at or below the floor sits at the bottom; log cannot place it.
-		const bottom = Math.max(min, domain.logFloor);
-		const logMin = Math.log10(bottom);
-		const logMax = Math.log10(max);
-		if (logMax > logMin) {
-			return (Math.log10(Math.max(clamped, bottom)) - logMin) / (logMax - logMin);
-		}
-		// The floor already reaches the top of the domain, so there is no span to
-		// spread logarithmically. Fall through rather than flatten the whole grid.
-	}
-
-	const linear = (clamped - min) / (max - min);
-	return scale === HeatmapColorScale.Sqrt ? Math.sqrt(linear) : linear;
-}
-
-export function clampColorSteps(steps: number): number {
-	if (!Number.isFinite(steps)) {
-		return DEFAULT_COLOR_STEPS;
-	}
-	return Math.min(Math.max(Math.round(steps), MIN_COLOR_STEPS), MAX_COLOR_STEPS);
-}
-
-/** Colour at `t` (0..1) along a multi-stop ramp. */
-function sampleStops(stops: string[], t: number): string {
-	if (stops.length === 0) {
-		return 'transparent';
-	}
-	if (stops.length === 1) {
-		return stops[0];
-	}
-	const scaled = Math.min(Math.max(t, 0), 1) * (stops.length - 1);
-	const lower = Math.min(Math.floor(scaled), stops.length - 2);
-	return Color(stops[lower])
-		.mix(Color(stops[lower + 1]), scaled - lower)
-		.hex();
-}
-
-/**
- * Colour the densest cells are drawn with — the palette's extreme, or the opacity
- * fill at full strength. Depends only on the options, not on the data, so callers
- * can read it before a grid exists.
- */
-export function resolveExtremeColor({
-	options,
-	isDarkMode,
-	seriesColor,
-}: {
-	options: HeatmapColorOptions;
-	isDarkMode: boolean;
-	seriesColor: string;
-}): string {
-	if (options.mode === HeatmapColorMode.Opacity) {
-		return options.fill || seriesColor || DEFAULT_OPACITY_FILL;
-	}
-	const stops = getPaletteStops(options.palette, isDarkMode);
-	return stops[stops.length - 1] ?? DEFAULT_OPACITY_FILL;
-}
-
-export interface HeatmapColorResolver {
-	/** `null` for a `null` count, which must be hatched. */
-	colorFor: (count: number | null) => string | null;
-	/** 0..1, or `null` for a `null` count. */
-	positionOf: (count: number | null) => number | null;
-	/** Low to high. The colour bar renders exactly these. */
-	ramp: string[];
-	domain: CountDomain;
-}
-
-/** Palette mode walks a sequential ramp; opacity mode varies the alpha of one
- *  fill, so the grid matches its group's legend swatch. */
-export function createHeatmapColorResolver({
-	options,
-	domain,
-	isDarkMode,
-	seriesColor,
-}: {
-	options: HeatmapColorOptions;
-	domain: CountDomain;
-	isDarkMode: boolean;
-	/** Opacity-mode fill when `options.fill` is empty. */
-	seriesColor: string;
-}): HeatmapColorResolver {
-	const steps = clampColorSteps(options.steps);
-	const positions = Array.from({ length: steps }, (_, index) =>
-		steps === 1 ? 0 : index / (steps - 1),
-	);
-
-	let ramp: string[];
-	if (options.mode === HeatmapColorMode.Opacity) {
-		const base = Color(options.fill || seriesColor || DEFAULT_OPACITY_FILL);
-		ramp = positions.map((t) =>
-			base
-				.alpha(MIN_OPACITY_ALPHA + t * (1 - MIN_OPACITY_ALPHA))
-				.rgb()
-				.string(),
-		);
-	} else {
-		const stops = getPaletteStops(options.palette, isDarkMode);
-		ramp = positions.map((t) => sampleStops(stops, t));
-	}
-
-	const positionOf = (count: number | null): number | null => {
-		if (count === null || !Number.isFinite(count)) {
-			return null;
-		}
-		return normalizeCount({ count, domain, scale: options.scale });
-	};
-
-	// An explicit `minCount` above zero makes it a clamped value like any other.
-	const zeroFill =
-		domain.min <= 0 ? ZERO_FILL[isDarkMode ? 'dark' : 'light'] : null;
-
-	return {
-		positionOf,
-		colorFor: (count): string | null => {
-			if (count === 0 && zeroFill !== null) {
-				return zeroFill;
-			}
-			const t = positionOf(count);
-			if (t === null) {
-				return null;
-			}
-			const index = Math.min(Math.floor(t * steps), steps - 1);
-			return ramp[index];
-		},
-		ramp,
-		domain,
-	};
-}
--- a/frontend/src/lib/uPlotV2/plugins/HeatmapPlugin/heatmapPlugin.ts
+++ b/frontend/src/lib/uPlotV2/plugins/HeatmapPlugin/heatmapPlugin.ts
@@ -1,10 +1,10 @@
 import uPlot from 'uplot';

 import {
-	createHeatmapColorResolver,
-	HeatmapColorResolver,
-	resolveCountDomain,
-} from './colorScale';
+	createColorRampResolver,
+	ColorRampResolver,
+	resolveColorDomain,
+} from 'lib/visualization/colorRamp/colorScale';
 import { resolveColumnIndex, resolveRowIndex } from './geometry';
 import {
 	createHoverOverlay,
@@ -12,13 +12,14 @@ import {
 	showHoverOverlay,
 } from './hoverOverlay';
 import { createHatchPattern, drawCells, drawOverflowBoundary } from './paint';
-import { HeatmapCell, HeatmapColorOptions, HeatmapYAxis } from './types';
+import { HeatmapCell, HeatmapYAxis } from './types';
+import { ColorRampOptions } from 'lib/visualization/colorRamp/types';

 export interface HeatmapRenderOptions {
 	yAxis: HeatmapYAxis;
 	/** Column width in seconds. */
 	step: number;
-	colors: HeatmapColorOptions;
+	colors: ColorRampOptions;
 	isDarkMode: boolean;
 	/** Opacity-mode fill when `colors.fill` is empty. */
 	seriesColor: string;
@@ -58,15 +59,15 @@ export function createHeatmapHooks({
 	// config-build time. Resolving lazily keeps a refetch on uPlot's `setData` path
 	// rather than forcing a rebuild.
 	let cachedData: uPlot.AlignedData | null = null;
-	let cachedResolver: HeatmapColorResolver | null = null;
+	let cachedResolver: ColorRampResolver | null = null;

-	function getResolver(u: uPlot): HeatmapColorResolver {
+	function getResolver(u: uPlot): ColorRampResolver {
 		if (cachedResolver && cachedData === u.data) {
 			return cachedResolver;
 		}
-		cachedResolver = createHeatmapColorResolver({
+		cachedResolver = createColorRampResolver({
 			options: colors,
-			domain: resolveCountDomain(
+			domain: resolveColorDomain(
 				colors,
 				u.data.slice(1) as Array<Array<number | null>>,
 			),
--- a/frontend/src/lib/uPlotV2/plugins/HeatmapPlugin/paint.ts
+++ b/frontend/src/lib/uPlotV2/plugins/HeatmapPlugin/paint.ts
@@ -1,7 +1,7 @@
 import { Color } from '@signozhq/design-tokens';
 import uPlot from 'uplot';

-import { HeatmapColorResolver } from './colorScale';
+import { ColorRampResolver } from 'lib/visualization/colorRamp/colorScale';
 import { HeatmapYAxis } from './types';

 /** Cells at least this wide/tall keep a hairline separator. */
@@ -54,7 +54,7 @@ export function drawCells({
 	u: uPlot;
 	yAxis: HeatmapYAxis;
 	step: number;
-	resolver: HeatmapColorResolver;
+	resolver: ColorRampResolver;
 	hatchPattern: CanvasPattern | null;
 }): void {
 	const { ctx } = u;
--- a/frontend/src/lib/uPlotV2/plugins/HeatmapPlugin/types.ts
+++ b/frontend/src/lib/uPlotV2/plugins/HeatmapPlugin/types.ts
@@ -1,44 +1,3 @@
-export enum HeatmapColorScale {
-	Log = 'log',
-	Sqrt = 'sqrt',
-	Linear = 'linear',
-}
-
-export enum HeatmapColorMode {
-	Palette = 'palette',
-	Opacity = 'opacity',
-}
-
-/** Sequential ramps only: colour means "count", so a midpoint or hue cycle would
- *  read as a threshold that does not exist. */
-export enum HeatmapColorPalette {
-	Ice = 'ice',
-	Moss = 'moss',
-	Rust = 'rust',
-	Graphite = 'graphite',
-	Ember = 'ember',
-	Lagoon = 'lagoon',
-	Orchid = 'orchid',
-	Verdant = 'verdant',
-	Lava = 'lava',
-	Beacon = 'beacon',
-}
-
-export interface HeatmapColorOptions {
-	mode: HeatmapColorMode;
-	scale: HeatmapColorScale;
-	/** `null` derives it, which is always 0 — a count of 0 belongs at the bottom. */
-	minCount: number | null;
-	/** `null` derives it from the grid's highest count. */
-	maxCount: number | null;
-	palette: HeatmapColorPalette;
-	/** Colour steps the ramp is quantised into, 2..128. Unrelated to `step`, the
-	 *  column width in seconds. */
-	steps: number;
-	/** Opacity mode. Empty falls back to the caller's series colour. */
-	fill: string;
-}
-
 /** Row-height distribution of the bucket axis. */
 export enum HeatmapAxisScale {
 	/** Whichever of the three below the boundaries admit: log when they are all
--- a/frontend/src/lib/visualization/charts/GeoMap/GeoMap.module.scss
+++ b/frontend/src/lib/visualization/charts/GeoMap/GeoMap.module.scss
@@ -0,0 +1,35 @@
+// Same theme hooks as the SVG chart; canvas reads them through readPalette().
+.wrapper {
+	--geo-no-data: var(--l3-background);
+	--geo-context: var(--l2-background);
+	--geo-border: var(--l1-background);
+
+	display: flex;
+	flex-direction: column;
+	width: 100%;
+	height: 100%;
+	overflow: hidden;
+}
+
+.wrapper[data-legend-position='right'] {
+	flex-direction: row;
+	gap: 12px;
+}
+
+.mapArea {
+	position: relative;
+	flex: 1 1 auto;
+	min-width: 0;
+	min-height: 0;
+}
+
+.canvas {
+	position: absolute;
+	inset: 0;
+}
+
+.tooltip {
+	position: absolute;
+	pointer-events: none;
+	z-index: 9999;
+}
--- a/frontend/src/lib/visualization/charts/GeoMap/GeoMap.tsx
+++ b/frontend/src/lib/visualization/charts/GeoMap/GeoMap.tsx
@@ -0,0 +1,251 @@
+import { useCallback, useEffect, useMemo, useRef, useState } from 'react';
+import { useTooltip, useTooltipInPortal } from '@visx/tooltip';
+import { useResizeObserver } from 'hooks/useDimensions';
+import { LegendPosition } from 'lib/uPlotV2/components/types';
+
+import CountryTooltip from './components/CountryTooltip/CountryTooltip';
+import MapLegend from './components/MapLegend/MapLegend';
+import MapStatus from './components/MapStatus/MapStatus';
+import ZoomControls from './components/ZoomControls/ZoomControls';
+import { useGeoMapScales } from './hooks/useGeoMapScales';
+import { useGeoMapShapes } from './hooks/useGeoMapShapes';
+import { formatCoordinates } from './utils/coordinates';
+import { findShapeAt } from './utils/olFeatures';
+import { pointAsDatum } from './utils/scales';
+import { GeoMapProps } from './types';
+import { useOlLayers } from './hooks/useOlLayers';
+import { useOlMap } from './hooks/useOlMap';
+import { useOlPointer } from './hooks/useOlPointer';
+import { useOlPointsLayer } from './hooks/useOlPointsLayer';
+import { useOlView } from './hooks/useOlView';
+import { OlPalette, readPalette } from './utils/olStyles';
+
+import styles from './GeoMap.module.scss';
+
+export default function GeoMap({
+	data,
+	points,
+	view,
+	country,
+	projection,
+	layer,
+	colors,
+	bubbleRadius,
+	formatValue,
+	valueLabel,
+	sizeMetric,
+	showLabels = true,
+	colorKeys,
+	legendPosition = LegendPosition.BOTTOM,
+	isDarkMode,
+	onSelect,
+	renderTooltipFooter,
+}: GeoMapProps): JSX.Element {
+	const wrapperRef = useRef<HTMLDivElement>(null);
+	const mapAreaRef = useRef<HTMLDivElement>(null);
+	const canvasRef = useRef<HTMLDivElement>(null);
+	const { width, height } = useResizeObserver(mapAreaRef, 100);
+	const [palette, setPalette] = useState<OlPalette | null>(null);
+
+	const {
+		tooltipOpen,
+		tooltipLeft,
+		tooltipTop,
+		tooltipData,
+		showTooltip,
+		hideTooltip,
+	} = useTooltip<string>();
+	const { containerRef, TooltipInPortal } = useTooltipInPortal({
+		scroll: true,
+		detectBounds: true,
+	});
+
+	// On the points layer the scales colour and size points, keyed by point id.
+	const scaleData = useMemo(
+		() => (layer === 'points' ? (points ?? []).map(pointAsDatum) : data),
+		[layer, points, data],
+	);
+	const { resolver, valueByCode, sizeByCode, radiusFor, fillFor } =
+		useGeoMapScales(
+			scaleData,
+			colors,
+			bubbleRadius,
+			isDarkMode,
+			Boolean(sizeMetric),
+		);
+	const maxSize = useMemo(
+		() => [...sizeByCode.values()].reduce((max, size) => Math.max(max, size), 0),
+		[sizeByCode],
+	);
+	const { shapes, status, retry } = useGeoMapShapes(view, country);
+	const handle = useOlMap(canvasRef);
+	const pointsLayer = useOlPointsLayer(handle, layer === 'points');
+
+	useEffect(() => {
+		if (wrapperRef.current) {
+			setPalette(readPalette(wrapperRef.current));
+		}
+	}, [isDarkMode]);
+
+	const handleHover = useCallback(
+		(code: string | null, clientX: number, clientY: number): void => {
+			const rect = mapAreaRef.current?.getBoundingClientRect();
+			if (!code || !rect || !valueByCode.has(code)) {
+				hideTooltip();
+				return;
+			}
+			showTooltip({
+				tooltipData: code,
+				tooltipLeft: clientX - rect.left,
+				tooltipTop: clientY - rect.top,
+			});
+		},
+		[valueByCode, showTooltip, hideTooltip],
+	);
+
+	const pointById = useMemo(
+		() =>
+			new Map(
+				(layer === 'points' ? (points ?? []) : []).map((point) => [
+					point.id,
+					point,
+				]),
+			),
+		[layer, points],
+	);
+
+	const handleSelect = useCallback(
+		(code: string, clientX: number, clientY: number): void => {
+			const datum = valueByCode.get(code);
+			if (datum && onSelect) {
+				hideTooltip();
+				onSelect({ datum, point: pointById.get(code), clientX, clientY });
+			}
+		},
+		[valueByCode, pointById, onSelect, hideTooltip],
+	);
+
+	const hovered =
+		tooltipOpen && tooltipData ? valueByCode.get(tooltipData) : undefined;
+	const hoveredPoint = hovered ? pointById.get(hovered.code) : undefined;
+	// A point without a label is named by the shape it falls in.
+	const hoveredPlace = useMemo(() => {
+		if (!hoveredPoint || hoveredPoint.label || !handle || !shapes) {
+			return undefined;
+		}
+		const code = findShapeAt(
+			[handle.layers.members.getSource(), handle.layers.context.getSource()],
+			[hoveredPoint.lon, hoveredPoint.lat],
+			projection,
+		);
+		return code ? shapes.nameOf(code) : undefined;
+	}, [hoveredPoint, handle, shapes, projection]);
+
+	useOlLayers({
+		handle,
+		shapes,
+		projection,
+		data,
+		points,
+		pointsLayer,
+		layer,
+		palette,
+		fillFor,
+		sizeByCode,
+		radiusFor,
+		hasSizeMetric: Boolean(sizeMetric),
+		showLabels,
+		hoveredCode: hovered?.code ?? null,
+	});
+	const zoom = useOlView(
+		handle,
+		view,
+		projection,
+		country,
+		data,
+		width,
+		height,
+		layer === 'points' ? points : undefined,
+	);
+	useOlPointer(handle, handleHover, handleSelect, pointsLayer.layer);
+
+	return (
+		<div
+			className={styles.wrapper}
+			ref={wrapperRef}
+			data-geo-map
+			data-legend-position={legendPosition}
+			data-testid="geo-map"
+		>
+			<div
+				className={styles.mapArea}
+				ref={(node): void => {
+					(mapAreaRef as React.MutableRefObject<HTMLDivElement | null>).current =
+						node;
+					containerRef(node);
+				}}
+			>
+				<div
+					ref={canvasRef}
+					className={styles.canvas}
+					data-testid="geo-map-canvas"
+				/>
+				{status !== 'ready' && <MapStatus status={status} onRetry={retry} />}
+				{status === 'ready' && (
+					<ZoomControls
+						canZoomIn={zoom.canZoomIn}
+						canZoomOut={zoom.canZoomOut}
+						onZoomIn={zoom.zoomIn}
+						onZoomOut={zoom.zoomOut}
+						onReset={zoom.reset}
+					/>
+				)}
+				{hovered && (
+					<TooltipInPortal
+						left={tooltipLeft}
+						top={tooltipTop}
+						className={styles.tooltip}
+						unstyled
+						applyPositionStyle
+					>
+						<CountryTooltip
+							datum={hovered}
+							name={
+								hoveredPoint
+									? hoveredPoint.label ||
+										hoveredPlace ||
+										formatCoordinates(hoveredPoint.lat, hoveredPoint.lon)
+									: (shapes?.nameOf(hovered.code) ?? hovered.code)
+							}
+							place={
+								hoveredPoint && formatCoordinates(hoveredPoint.lat, hoveredPoint.lon)
+							}
+							color={fillFor(hovered.code) ?? resolver.colorFor(hovered.value)}
+							formatValue={formatValue}
+							valueLabel={valueLabel}
+							sizeMetric={sizeMetric}
+							footer={renderTooltipFooter?.()}
+						/>
+					</TooltipInPortal>
+				)}
+			</div>
+			<MapLegend
+				resolver={resolver}
+				scale={colors.scale}
+				formatValue={formatValue}
+				markerValue={hovered?.value ?? null}
+				valueLabel={valueLabel}
+				colorKeys={colorKeys}
+				position={legendPosition}
+				size={
+					sizeMetric && {
+						label: sizeMetric.label,
+						maxSize,
+						radiusFor,
+						formatValue: sizeMetric.formatValue,
+					}
+				}
+			/>
+		</div>
+	);
+}
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/countries-50m.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/countries-50m.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/lookups.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/lookups.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/AD.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/AD.json
@@ -0,0 +1 @@
+{"type":"Topology","bbox":[1.406456,42.428677,1.765091,42.649362],"transform":{"scale":[0.00003586708670867087,0.000022070707070707384],"translate":[1.406456,42.428677]},"objects":{"subdivisions":{"type":"GeometryCollection","geometries":[{"type":"Polygon","arcs":[[0,1,2]],"id":"AD-02","properties":{"code":"AD-02","name":"Canillo","label":[1.605,42.584]}},{"type":"Polygon","arcs":[[3,4,5,-2]],"id":"AD-03","properties":{"code":"AD-03","name":"Encamp","label":[1.644,42.538]}},{"type":"Polygon","arcs":[[6,-6,7,8,9]],"id":"AD-04","properties":{"code":"AD-04","name":"La Massana","label":[1.471,42.55]}},{"type":"Polygon","arcs":[[-3,-7,10]],"id":"AD-05","properties":{"code":"AD-05","name":"Ordino","label":[1.524,42.604]}},{"type":"Polygon","arcs":[[-9,11,12,13]],"id":"AD-06","properties":{"code":"AD-06","name":"Sant Julià de Lòria","label":[1.48,42.451]}},{"type":"Polygon","arcs":[[14,-12,-8]],"id":"AD-07","properties":{"code":"AD-07","name":"Andorra la Vella","label":[1.511,42.513]}},{"type":"Polygon","arcs":[[15,-13,-15,-5]],"id":"AD-08","properties":{"code":"AD-08","name":"Escaldes-Engordany","label":[1.594,42.495]}}]}},"arcs":[[[5322,8756],[306,-172],[3169,-375],[-242,-920],[450,-342],[648,-241],[235,-409],[111,-194],[-700,-79],[-510,-594],[-128,-391]],[[8661,5039],[-190,223],[-269,202],[-291,168],[-103,573],[-104,404],[-394,-202],[-539,0],[-581,-101],[-663,-168],[-539,0],[-394,0],[-436,-68]],[[4158,6070],[63,539],[186,438],[291,337],[373,135],[290,135],[0,404],[-39,698]],[[8661,5039],[-181,-551],[-100,-1130],[-266,-377],[-311,-175],[-337,-5],[-331,146],[-72,140],[-78,38]],[[6985,3125],[-90,553],[-352,371],[-332,202],[-580,67],[-436,-101],[-373,236],[-83,404],[-207,135],[-353,-34]],[[4179,4958],[0,641],[-21,471]],[[1253,7855],[231,-235],[311,0],[290,-67],[145,-236],[166,-573],[249,-303],[394,-135],[477,-135],[373,-67],[269,-34]],[[4179,4958],[-352,0],[-332,-168],[-394,-101],[-415,-337],[-435,-303]],[[2251,4049],[-394,-135],[-373,-236],[-271,-262]],[[1213,3416],[-95,717],[-490,524],[-628,-101],[92,516],[461,959],[3,175],[-233,190],[34,427],[156,458],[124,272],[616,302]],[[1253,7855],[430,1786],[882,-55],[818,376],[426,37],[1513,-1243]],[[2251,4049],[41,-405],[21,-269],[104,-438],[166,-202]],[[2583,2735],[477,-135],[373,-169],[518,101],[456,68],[291,-68],[-187,-404],[41,-472],[82,-551]],[[4634,1105],[-787,-123],[-156,-213],[-121,-260],[-176,-257],[-322,-215],[-228,-37],[-1688,270],[-320,286],[0,568],[-804,1508],[472,258],[159,50],[550,476]],[[4179,4958],[-186,-370],[-311,-371],[-146,-236],[-165,-370],[-229,-472],[-331,-236],[-228,-168]],[[6985,3125],[-84,-51],[-101,-141],[-302,-1223],[-893,-453],[-971,-152]]],"aliases":{},"names":{"ordino":"AD-05","parroquia d'ordino":"AD-05","canillo":"AD-02","encamp":"AD-03","parroquia d'encamp":"AD-03","la massana":"AD-04","parroquia de la massana":"AD-04","massana":"AD-04","sant julià de lòria":"AD-06","parroquia de sant julia de loria":"AD-06","sant juliã  de lã²ria":"AD-06","escaldes-engordany":"AD-08","parroquia d'escaldes-engordany":"AD-08","andorra la vella":"AD-07","parroquia d'andorra la vella":"AD-07"}}
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/AE.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/AE.json
@@ -0,0 +1 @@
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--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/AF.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/AF.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/AG.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/AG.json
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--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/AL.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/AL.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/AM.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/AM.json
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--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/AO.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/AO.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/AR.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/AR.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/AT.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/AT.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/AU.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/AU.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/AZ.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/AZ.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BA.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BA.json
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--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BB.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BB.json
@@ -0,0 +1 @@
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--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BD.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BD.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BE.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BE.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BF.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BF.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BG.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BG.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BH.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BH.json
@@ -0,0 +1 @@
+{"type":"Topology","bbox":[50.4529852360236,25.579891,50.774310367036705,26.287439],"transform":{"scale":[0.000032135726673977823,0.00007076187618761868],"translate":[50.4529852360236,25.579891]},"objects":{"subdivisions":{"type":"GeometryCollection","geometries":[{"type":"MultiPolygon","arcs":[[[0,1]]],"id":"BH-13","properties":{"code":"BH-13","name":"Al Manāmah","label":[50.578,26.22]}},{"type":"MultiPolygon","arcs":[[[2,3,4]],[[5]]],"id":"BH-14","properties":{"code":"BH-14","name":"Al Janūbīyah","label":[50.562,25.969]}},{"type":"MultiPolygon","arcs":[[[6]]],"id":"BH-15","properties":{"code":"BH-15","name":"Al Muḩarraq","label":[50.638,26.261]}},{"type":"MultiPolygon","arcs":[[[7,-5,8]]],"id":"BH-16","properties":{"code":"BH-16","name":"Al Wusţá","label":[50.574,26.137]}},{"type":"MultiPolygon","arcs":[[[9,-2,-9,-4]]],"id":"BH-17","properties":{"code":"BH-17","name":"Ash Shamālīyah","label":[50.487,26.162]}}]}},"arcs":[[[1585,9357],[388,-33],[498,-93],[406,-76],[3,1],[1281,208],[205,-55],[128,-185],[229,-128],[68,-58],[68,-58],[-175,-150],[-294,-33],[-886,50],[-436,-65]],[[3068,8682],[-514,272],[-1028,37],[59,366]],[[5082,7293],[66,-1854],[-464,-1557],[-1189,-919],[-564,896],[-2699,1870],[948,886]],[[1180,6615],[1497,117],[-452,1027]],[[2225,7759],[1398,-187],[369,93],[1090,-372]],[[9999,2003],[-551,-2003],[-356,1520],[907,483]],[[4626,9878],[969,121],[701,-152],[33,-212],[0,-212],[468,-273],[402,-76],[-168,-198],[-167,-75],[-501,121],[-134,197],[-166,197],[-435,46],[-401,30],[-266,-45],[-401,303],[66,228]],[[3068,8682],[1343,-480],[316,204],[467,152],[200,-212],[201,-334],[401,-15],[-316,-161],[-18,-264],[-628,-64],[48,-215]],[[2225,7759],[-453,691],[371,149],[925,83]],[[1180,6615],[-1180,1436],[256,1069],[1329,237]]],"aliases":{},"names":{"al manāmah":"BH-13","capital":"BH-13","capital governorate":"BH-13","ash shamālīyah":"BH-17","northern":"BH-17","northern governorate":"BH-17","al janūbīyah":"BH-14","southern":"BH-14","southern governorate":"BH-14","al wusţá":"BH-16","central":"BH-16","central governorate":"BH-16","al muḩarraq":"BH-15","muharraq":"BH-15","muharraq governorate":"BH-15"}}
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BI.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BI.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BJ.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BJ.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BM.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BM.json
@@ -0,0 +1 @@
+{"type":"Topology","bbox":[-64.885994,32.248077,-64.647631,32.388658],"transform":{"scale":[0.000023838683868386095,0.0000140595059505948],"translate":[-64.885994,32.248077]},"objects":{"subdivisions":{"type":"GeometryCollection","geometries":[{"type":"MultiPolygon","arcs":[[[0,1,2,3,4]]],"id":"BM-DEV","properties":{"code":"BM-DEV","name":"Devonshire","label":[-64.757,32.303]}},{"type":"MultiPolygon","arcs":[[[5,6]]],"id":"BM-HA","properties":{"code":"BM-HA","name":"City of Hamilton","label":[-64.788,32.294]}},{"type":"MultiPolygon","arcs":[[[7,8,9,10]],[[11,12,13,14]],[[15,16]]],"id":"BM-HAM","properties":{"code":"BM-HAM","name":"Hamilton","label":[-64.72,32.345]}},{"type":"MultiPolygon","arcs":[[[17,-4,18,19]]],"id":"BM-PAG","properties":{"code":"BM-PAG","name":"Paget","label":[-64.781,32.278]}},{"type":"MultiPolygon","arcs":[[[20,-5,21,-7]]],"id":"BM-PEM","properties":{"code":"BM-PEM","name":"Pembroke","label":[-64.8,32.3]}},{"type":"MultiPolygon","arcs":[[[22,23]]],"id":"BM-SAN","properties":{"code":"BM-SAN","name":"Sandys","label":[-64.869,32.298]}},{"type":"MultiPolygon","arcs":[[[24]]],"id":"BM-SG","properties":{"code":"BM-SG","name":"City of Saint George","label":[-64.674,32.375]}},{"type":"MultiPolygon","arcs":[[[25,-13,-11]],[[26,-9],[-25]]],"id":"BM-SGE","properties":{"code":"BM-SGE","name":"Saint George's","label":[-64.7,32.365]}},{"type":"MultiPolygon","arcs":[[[27,-15,28,-2,29,-17]]],"id":"BM-SMI","properties":{"code":"BM-SMI","name":"Smith's","label":[-64.732,32.314]}},{"type":"MultiPolygon","arcs":[[[30,31,32,-24]]],"id":"BM-SOU","properties":{"code":"BM-SOU","name":"Southampton","label":[-64.838,32.252]}},{"type":"MultiPolygon","arcs":[[[33,-20,34,-32]]],"id":"BM-WAR","properties":{"code":"BM-WAR","name":"Warwick","label":[-64.804,32.266]}}]}},"arcs":[[[4440,3936],[769,535],[445,191],[128,207]],[[5782,4869],[429,-1024]],[[6211,3845],[-112,-120],[-599,-521],[-249,-494]],[[5251,2710],[-258,725],[-506,-375]],[[4487,3060],[-47,876]],[[4261,3022],[-424,-72]],[[3837,2950],[29,485],[394,69],[1,-482]],[[7576,6258],[-325,468],[-482,-274],[-347,-360],[-77,-429],[-199,71],[-91,311],[221,764],[602,619]],[[6878,7428],[585,-67]],[[7463,7361],[130,-607],[422,-221]],[[8015,6533],[-439,-275]],[[7219,5789],[357,469]],[[7576,6258],[293,-689]],[[7869,5569],[-373,-369]],[[7496,5200],[-277,589]],[[6012,5240],[480,96]],[[6492,5336],[-354,-437],[-126,341]],[[3729,2206],[679,601],[79,253]],[[5251,2710],[-130,-256],[-812,-1076],[-211,-154]],[[4098,1224],[-369,982]],[[3837,2950],[-455,275],[-361,751],[132,255],[1287,-295]],[[4487,3060],[-226,-38]],[[245,1270],[-115,412],[-130,772],[393,-261],[-57,510],[144,683],[-220,694],[309,-165],[146,413],[195,-413],[261,-386],[-374,-469],[-118,-805],[-94,-243],[212,-248],[764,-137],[0,-221],[-602,83]],[[959,1489],[-714,-219]],[[8974,9452],[150,-477],[-357,-319],[-169,446],[376,350]],[[8015,6533],[-146,-964]],[[6878,7428],[373,842],[666,652],[888,1077],[1194,-1453],[-325,-634],[-16,-634],[-196,220],[-292,386],[-562,200],[-186,-310],[-260,469],[-699,-882]],[[6492,5336],[532,40],[195,413]],[[7496,5200],[-407,-403],[-878,-952]],[[5782,4869],[230,371]],[[959,1489],[-49,-469],[277,-551],[455,0],[585,358]],[[2227,827],[513,156],[232,-542]],[[2972,441],[-793,-441],[-634,28],[-488,27],[-651,634],[-161,581]],[[2227,827],[163,496],[390,55],[699,607],[250,221]],[[4098,1224],[-879,-645],[-247,-138]]],"aliases":{},"names":{"hamilton":"BM-HAM","hamilton parish":"BM-HAM","smith's":"BM-SMI","smith's parish":"BM-SMI","devonshire":"BM-DEV","devonshire parish":"BM-DEV","pembroke":"BM-PEM","pembroke parish":"BM-PEM","city of hamilton":"BM-HA","paget":"BM-PAG","paget parish":"BM-PAG","warwick":"BM-WAR","warwick parish":"BM-WAR","southampton":"BM-SOU","southampton parish":"BM-SOU","sandys":"BM-SAN","sandys parish":"BM-SAN","saint george's":"BM-SGE","saint george":"BM-SGE","saint george's parish":"BM-SGE","city of saint george":"BM-SG","st. george":"BM-SG"}}
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BN.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BN.json
@@ -0,0 +1 @@
+{"type":"Topology","bbox":[113.99879,4.016681,115.360741,5.057196],"transform":{"scale":[0.00013620872087208768,0.00010406190619061908],"translate":[113.99879,4.016681]},"objects":{"subdivisions":{"type":"GeometryCollection","geometries":[{"type":"Polygon","arcs":[[0,1]],"id":"BN-BE","properties":{"code":"BN-BE","name":"Belait","label":[114.408,4.456]}},{"type":"Polygon","arcs":[[2,3]],"id":"BN-BM","properties":{"code":"BN-BM","name":"Brunei and Muara","label":[114.92,4.902]}},{"type":"Polygon","arcs":[[4]],"id":"BN-TE","properties":{"code":"BN-TE","name":"Temburong","label":[115.191,4.602]}},{"type":"Polygon","arcs":[[5,-1,6,-3]],"id":"BN-TU","properties":{"code":"BN-TU","name":"Tutong","label":[114.671,4.645]}}]}},"arcs":[[[3639,6386],[342,-763],[304,-36],[105,-728],[876,-1120],[309,-824],[264,-190]],[[5839,2725],[170,-390],[-370,-1229],[-675,-843],[-648,-217],[-127,413],[-675,774],[-422,1106],[-1008,46],[103,498],[-375,1583],[-930,771],[-882,379],[1857,-81],[550,137],[1232,714]],[[5465,6860],[125,1616]],[[5590,8476],[1235,979],[950,514],[-257,-1156],[-469,-649],[-78,-455],[-515,-58],[-991,-791]],[[8424,8570],[449,-797],[480,-1814],[-2,-1558],[648,-1394],[-267,-144],[-761,434],[-791,217],[-569,2296],[-93,1154],[186,581],[603,482],[117,543]],[[5465,6860],[251,-1114],[35,-1123],[176,-619],[307,-92],[-84,-639],[-311,-548]],[[3639,6386],[256,121],[532,828],[1163,1141]]],"aliases":{},"names":{"temburong":"BN-TE","temburong district":"BN-TE","brunei and muara":"BN-BM","brunei-muara":"BN-BM","brunei and muara district":"BN-BM","tutong":"BN-TU","tutong district":"BN-TU","belait":"BN-BE","belait district":"BN-BE"}}
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BO.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BO.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BR.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BR.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BS.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BS.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BT.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BT.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BW.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BW.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BY.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BY.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BZ.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/BZ.json
@@ -0,0 +1 @@
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--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CA.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CA.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CD.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CD.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CF.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CF.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CG.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CG.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CH.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CH.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CI.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CI.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CL.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CL.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CM.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CM.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CN.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CN.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CO.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CO.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CR.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CR.json
@@ -0,0 +1 @@
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--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CU.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CU.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CV.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CV.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CY.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CY.json
@@ -0,0 +1 @@
+{"type":"Topology","bbox":[32.28654236363636,34.63443983968397,34.099132,35.197737119811976],"transform":{"scale":[0.00018127709134549855,0.00005633536154895537],"translate":[32.28654236363636,34.63443983968397]},"objects":{"subdivisions":{"type":"GeometryCollection","geometries":[{"type":"MultiPolygon","arcs":[[[0,1,2,3]]],"id":"CY-01","properties":{"code":"CY-01","name":"Nicosia","label":[33.043,35.021]}},{"type":"MultiPolygon","arcs":[[[4,-2,5,6]]],"id":"CY-02","properties":{"code":"CY-02","name":"Limassol","label":[32.967,34.776]}},{"type":"MultiPolygon","arcs":[[[-6,-1,7]],[[8,9]]],"id":"CY-03","properties":{"code":"CY-03","name":"Larnaca","label":[33.868,34.973]}},{"type":"MultiPolygon","arcs":[[[-9,10]]],"id":"CY-04","properties":{"code":"CY-04","name":"Famagusta","label":[33.949,35.016]}},{"type":"MultiPolygon","arcs":[[[11,-3,-5]]],"id":"CY-05","properties":{"code":"CY-05","name":"Paphos","label":[32.528,34.931]}}]}},"arcs":[[[6644,7369],[164,-879],[-135,-625],[-442,18],[-109,-678],[-423,85],[-307,-707],[-461,320],[-274,-549]],[[4657,4354],[-411,190],[-405,1163],[-613,-387],[-367,359],[-209,-920]],[[2652,4759],[-421,-233],[-164,418],[64,1219],[-358,1429],[120,777],[-348,1185]],[[1545,9554],[799,159],[111,-683],[349,-290],[245,-832],[460,334],[955,1260],[521,358],[690,-497],[469,636],[422,-1827],[78,-803]],[[1959,469],[-23,592],[377,839],[-25,639],[451,1753],[-87,467]],[[4657,4354],[439,-743],[341,-1148],[2,-1169]],[[5439,1294],[-1105,-365],[-312,-929],[-155,691],[-568,-120],[-289,610],[-395,-848],[-656,136]],[[6644,7369],[274,416],[280,-694],[486,0],[199,-650],[-339,-933],[-267,-2183],[-1296,-1613],[-542,-418]],[[8511,6510],[369,-696]],[[8880,5814],[-321,31],[-48,665]],[[8511,6510],[-167,663],[447,612],[729,-164],[479,-1751],[-483,399],[-636,-455]],[[1959,469],[-818,824],[-441,820],[-189,1697],[-274,663],[-237,3741],[473,-989],[428,308],[429,1744],[215,277]]],"aliases":{},"names":{"larnaca":"CY-03","larnaca district":"CY-03","famagusta":"CY-04","nicosia":"CY-01","eparchia lefkosias":"CY-01","limassol":"CY-02","eparchia lemesou":"CY-02","paphos":"CY-05","eparchia pafou":"CY-05"}}
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CZ.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/CZ.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/DE.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/DE.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/DJ.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/DJ.json
@@ -0,0 +1 @@
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--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/DK.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/DK.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/DM.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/DM.json
@@ -0,0 +1 @@
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--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/DO.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/DO.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/DZ.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/DZ.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/EC.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/EC.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/EE.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/EE.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/EG.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/EG.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/ER.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/ER.json
@@ -0,0 +1 @@
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--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/ES.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/ES.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/ET.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/ET.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/FI.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/FI.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/FJ.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/FJ.json
@@ -0,0 +1 @@
+{"type":"Topology","bbox":[-180,-19.157148843484347,180,-12.475274],"transform":{"scale":[0.036003600360036005,0.0006682543097794126],"translate":[-180,-19.157148843484347]},"objects":{"subdivisions":{"type":"GeometryCollection","geometries":[{"type":"MultiPolygon","arcs":[[[0,1]]],"id":"FJ-C","properties":{"code":"FJ-C","name":"Central","label":[178.132,-18.382]}},{"type":"MultiPolygon","arcs":[[[2]],[[3]],[[4]],[[5]],[[6]],[[7]],[[8]],[[9]],[[10]],[[11]],[[12]]],"id":"FJ-E","properties":{"code":"FJ-E","name":"Eastern","label":[-178.72,-20.666]}},{"type":"MultiPolygon","arcs":[[[13]],[[14]],[[15]],[[16]],[[17]]],"id":"FJ-N","properties":{"code":"FJ-N","name":"Northern","label":[178.308,-16.811]}},{"type":"MultiPolygon","arcs":[[[18]]],"id":"FJ-R","properties":{"code":"FJ-R","name":"Rotuma","label":[177.067,-12.496]}},{"type":"MultiPolygon","arcs":[[[19]],[[20,-2]],[[21]],[[22]],[[23]]],"id":"FJ-W","properties":{"code":"FJ-W","name":"Western","label":[174.61,-21.688]}}]}},"arcs":[[[9956,2405],[3,-102],[1,-85],[-1,-120],[2,-148],[-1,-65],[1,-110],[1,-61],[1,29],[-1,-144],[-3,-61],[-1,58],[-2,-84],[-1,68],[-4,-68],[-3,-152],[-1,14],[-2,-39],[-5,-1],[-3,63]],[[9937,1397],[2,151],[-2,97],[1,109],[4,-23],[2,70],[-1,135],[0,83],[3,146],[0,33],[-2,-69],[1,244],[2,-145],[4,19],[0,50],[4,-63],[1,171]],[[4,286],[0,64],[2,-49],[-2,-15]],[[34,1446],[0,-82],[-2,42],[2,67],[0,-27]],[[47,1907],[2,-77],[-2,-44],[-1,27],[0,89],[1,5]],[[29,2963],[1,-56],[-2,-120],[0,18],[1,158]],[[9955,303],[2,-15],[0,-72],[-2,-53],[-2,0],[-1,76],[-3,-75],[-1,-102],[-2,-58],[-2,-4],[-2,41],[2,41],[1,62],[2,-14],[1,52],[1,88],[4,77],[2,-44]],[[9958,420],[0,-74],[-1,29],[1,45]],[[9997,898],[-1,-152],[-2,104],[3,48]],[[9981,1733],[0,-179],[-1,44],[-1,135],[-1,-61],[0,143],[2,-4],[1,-78]],[[9983,2040],[0,-84],[-1,105],[1,-21]],[[9965,2288],[1,-2],[0,-149],[-1,-28],[-1,111],[1,68]],[[9984,2793],[-1,-102],[-1,-47],[0,210],[1,13],[1,-74]],[[9953,3537],[-1,-61],[-1,71],[2,-10]],[[0,3547],[2,138],[2,3],[1,-130],[-1,-126],[-4,-102],[0,-49],[0,266]],[[0,3992],[3,90],[-1,-103],[-2,-65],[0,78]],[[9999,3284],[-2,-54],[-1,89],[2,121],[1,110],[0,-266]],[[9999,4471],[-4,-182],[-3,-252],[-4,-120],[-1,-128],[-2,-123],[0,-87],[1,0],[5,174],[0,67],[4,143],[2,68],[1,-54],[-3,-244],[1,-20],[1,-115],[-3,52],[-3,0],[-4,-110],[-8,-22],[2,112],[-2,62],[-3,-48],[-1,-101],[-2,-14],[-1,-185],[-4,96],[-2,-66],[0,-112],[-3,-32],[-1,150],[-2,178],[-2,-51],[-1,30],[1,94],[1,40],[0,133],[4,-78],[4,182],[2,49],[0,64],[1,0],[8,108],[4,-16],[0,71],[2,62],[0,68],[3,3],[0,72],[1,-42],[3,44],[1,63],[1,-75],[2,0],[2,76],[2,16]],[[9919,9982],[0,-23],[0,-14],[-1,-7],[0,-1],[-1,7],[0,5],[-1,2],[0,-3],[0,22],[0,8],[0,-7],[1,5],[0,23],[1,-8],[1,0],[0,-9]],[[9934,994],[0,-143],[-1,115],[1,28]],[[9937,1397],[-5,85],[-3,14],[-4,77],[-1,52],[-1,177],[1,151],[2,43],[0,111],[2,9],[-2,154],[3,78],[1,125],[9,207],[-1,-76],[2,42],[3,-11],[2,59],[3,15],[1,69],[2,-52],[0,-72],[-1,-90],[3,6],[1,-88],[2,-77]],[[9918,2861],[2,0],[-2,-83],[0,83]],[[9923,3107],[0,-48],[-2,-64],[0,53],[1,95],[1,-36]],[[9931,3711],[1,-34],[-3,-201],[-1,0],[3,169],[0,66]]],"aliases":{},"names":{"eastern":"FJ-E","eastern division":"FJ-E","western":"FJ-W","western division":"FJ-W","central":"FJ-C","central division":"FJ-C","northern":"FJ-N","northern division":"FJ-N","rotuma":"FJ-R"}}
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/FM.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/FM.json
@@ -0,0 +1 @@
+{"type":"Topology","bbox":[138.063813,5.269358806480648,163.04656,9.588669704770476],"transform":{"scale":[0.0024985245524552445,0.00043197428725770857],"translate":[138.063813,5.269358806480648]},"objects":{"subdivisions":{"type":"GeometryCollection","geometries":[{"type":"MultiPolygon","arcs":[[[0]]],"id":"FM-KSA","properties":{"code":"FM-KSA","name":"Kosrae","label":[162.927,5.356]}},{"type":"MultiPolygon","arcs":[[[1]],[[2]]],"id":"FM-PNI","properties":{"code":"FM-PNI","name":"Pohnpei","label":[158.163,6.866]}},{"type":"MultiPolygon","arcs":[[[3]]],"id":"FM-TRK","properties":{"code":"FM-TRK","name":"Chuuk","label":[151.839,7.44]}},{"type":"MultiPolygon","arcs":[[[4]]],"id":"FM-YAP","properties":{"code":"FM-YAP","name":"Yap","label":[138.114,9.581]}}]}},"arcs":[[[9991,166],[2,-12],[2,-4],[3,-6],[1,-19],[-1,-29],[-7,-71],[-3,-17],[-5,-8],[-5,8],[-5,10],[-6,7],[-8,0],[-6,4],[-6,12],[-2,39],[5,39],[19,94],[8,31],[8,12],[6,-26],[0,-15],[0,-35],[0,-14]],[[8096,3863],[13,-16],[6,-144],[-19,-172],[-39,-2],[-14,80],[0,144],[-13,39],[22,166],[34,-29],[10,-66]],[[6498,6726],[-1,-160],[-23,86],[24,74]],[[5413,4895],[14,18],[5,-10],[6,-41],[0,-35],[-3,-43],[-4,-18],[-4,35],[-3,0],[-3,-17],[-5,2],[-5,8],[-6,7],[1,8],[1,2],[3,4],[4,10],[11,12],[2,17],[-2,22],[-9,-8],[-3,27]],[[51,9970],[-4,-41],[1,-33],[6,-12],[8,23],[-2,-27],[-5,-37],[-5,-33],[-4,-16],[-6,10],[-3,49],[-5,-10],[-4,-22],[-22,-199],[-4,-31],[-2,55],[4,78],[6,72],[7,31],[3,16],[3,78],[2,25],[6,20],[2,-16],[2,-62],[0,23],[1,22],[2,21],[2,16],[4,15],[4,14],[4,0],[-1,-29]]],"aliases":{},"names":{"kosrae":"FM-KSA","state of kosrae":"FM-KSA","pohnpei":"FM-PNI","pohnpei state":"FM-PNI","state of pohnpei":"FM-PNI","chuuk":"FM-TRK","chuuk state":"FM-TRK","state of chuuk":"FM-TRK","yap":"FM-YAP","yap state":"FM-YAP","state of yap":"FM-YAP"}}
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/FR.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/FR.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/GA.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/GA.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/GB.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/GB.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/GD.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/GD.json
@@ -0,0 +1 @@
+{"type":"Topology","bbox":[-61.790517,12.002834,-61.42162,12.529731],"transform":{"scale":[0.000036893389338934296,0.00005269496949694969],"translate":[-61.790517,12.002834]},"objects":{"subdivisions":{"type":"GeometryCollection","geometries":[{"type":"Polygon","arcs":[[0,1,2,3,4,5]],"id":"GD-01","properties":{"code":"GD-01","name":"Saint Andrew","label":[-61.633,12.122]}},{"type":"Polygon","arcs":[[6,7,-2]],"id":"GD-02","properties":{"code":"GD-02","name":"Saint David","label":[-61.662,12.055]}},{"type":"Polygon","arcs":[[8,9,-3,-8]],"id":"GD-03","properties":{"code":"GD-03","name":"Saint George","label":[-61.723,12.068]}},{"type":"Polygon","arcs":[[10,11,-4,-10]],"id":"GD-04","properties":{"code":"GD-04","name":"Saint John","label":[-61.709,12.145]}},{"type":"Polygon","arcs":[[12,13,-5,-12]],"id":"GD-05","properties":{"code":"GD-05","name":"Saint Mark","label":[-61.675,12.189]}},{"type":"Polygon","arcs":[[14,-6,-14]],"id":"GD-06","properties":{"code":"GD-06","name":"Saint Patrick","label":[-61.634,12.215]}},{"type":"Polygon","arcs":[[15]],"id":"GD-10","properties":{"code":"GD-10","name":"Carriacou and Petite Martinique","label":[-61.446,12.473]}}]}},"arcs":[[[5077,3299],[-84,-814],[-65,-133],[-119,-131],[-181,-291],[9,-148],[152,-310],[-69,-59],[-141,-45],[-79,-112]],[[4500,1256],[-496,264],[-423,125],[-491,-94]],[[3090,1551],[-134,125],[-133,375]],[[2823,2051],[-45,203],[312,265],[379,437]],[[3469,2956],[178,390]],[[3647,3346],[669,0],[761,-47]],[[4500,1256],[-33,-148],[-9,-155],[-150,-170],[-1161,-419],[0,142],[-232,-78]],[[2915,428],[-159,77],[-201,219],[0,328],[178,421],[357,78]],[[2915,428],[-173,-107],[-110,-142],[-41,-179],[-253,32],[-244,52],[-230,72],[-214,90],[-280,-169],[-460,-66],[-504,18],[-406,76],[940,415],[172,116],[96,277],[-79,222],[-133,219],[-72,259],[146,422]],[[1070,2035],[950,0],[803,16]],[[1070,2035],[562,745],[18,329],[393,328]],[[2043,3437],[512,-91],[513,-171],[401,-219]],[[2043,3437],[895,747]],[[2938,4184],[353,-182],[267,-266],[89,-390]],[[2938,4184],[289,242],[568,70],[619,-57],[587,-254],[-18,-58],[-170,-112],[227,-322],[49,-275],[-12,-119]],[[9825,8574],[-478,98],[-458,-88],[-452,-160],[-461,-121],[94,116],[182,299],[93,116],[-84,9],[-285,-9],[40,75],[160,184],[586,-122],[350,328],[295,450],[418,250],[174,-310],[-46,-346],[-111,-375],[-17,-394]]],"aliases":{},"names":{"saint george":"GD-03","saint david":"GD-02","saint andrew":"GD-01","saint patrick":"GD-06","saint mark":"GD-05","saint john":"GD-04","carriacou and petite martinique":"GD-10"}}
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/GE.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/GE.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/GH.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/GH.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/GL.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/GL.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/GM.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/GM.json
@@ -0,0 +1 @@
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--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/GN.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/GN.json
--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/GQ.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/GQ.json
@@ -0,0 +1 @@
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--- a/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/GR.json
+++ b/frontend/src/lib/visualization/charts/GeoMap/assets/subdivisions/GR.json
--- a/Show More
+++ b/Show More
Author	SHA1	Message	Date
Abhi Kumar	55de87e8e1	fix(dashboard): read numeric SQL coordinates as geo map locations	2026-11-03 10:39:54 +05:30
Abhi Kumar	bd15313096	test(dashboard): split geo map panel tests by behaviour	2026-11-03 10:33:44 +05:30
Abhi Kumar	bb6542524d	fix(dashboard): keep geo map points on area change, exact drilldown values and row cap	2026-11-03 10:33:40 +05:30
Abhi Kumar	133b50ebbe	Merge branch 'feat/geo-map-chart' into feat/geo-map-panel	2026-11-03 10:25:46 +05:30
Abhi Kumar	21f978da41	test(charts): split geo map tests by helper	2026-11-03 10:25:26 +05:30
Abhi Kumar	f7324c51b3	fix(charts): keep geo map retry clickable and reject inherited names	2026-11-03 10:25:19 +05:30
Abhi Kumar	8d1365d16a	Merge branch 's-geo-map-chart' into s-geo-map-panel # Conflicts: # frontend/src/pages/DashboardPage/DashboardContainer/PanelsAndSectionsLayout/Panel/PanelTypeSelectionModal/components/PanelTypePreview/panelTypePreviews.tsx	2026-11-03 10:16:51 +05:30
Abhi Kumar	682afc26d6	Merge branch 'feat/geo-map-panel-spec' into s-geo-map-chart # Conflicts: # frontend/package.json # frontend/pnpm-lock.yaml	2026-11-03 10:16:30 +05:30
Abhi Kumar	7ce8285091	Merge remote-tracking branch 'origin/main' into feat/geo-map-panel-spec # Conflicts: # docs/api/openapi.yml # pkg/types/dashboardtypes/perses_dashboard_test.go # pkg/types/dashboardtypes/perses_plugin_wrappers.go # pkg/types/dashboardtypes/perses_public_dashboard.go # pkg/types/dashboardtypes/perses_public_dashboard_panel_query_test.go # pkg/types/dashboardtypes/perses_signoz_plugins.go	2026-11-03 10:14:51 +05:30
Abhi Kumar	4f3a73a887	feat(dashboard): let geo map values take a legend Legend is pinned so it opens empty instead of seeding a group-by template, which would name the value literally.	2026-11-02 16:12:24 +05:30
Abhi Kumar	bee625d7bd	feat(dashboard): download geo map panels as csv	2026-11-02 16:10:55 +05:30
Abhi Kumar	4ca398963f	fix(dashboard): clear fields the new panel kind hides when switching kinds	2026-11-02 16:10:55 +05:30
Abhi Kumar	ebc8b7f9c1	feat(dashboard): preview geo map placement in the panel editor	2026-11-02 16:10:55 +05:30
Abhi Kumar	c23d9c3d7b	feat(dashboard): add the geo map panel	2026-11-02 16:10:55 +05:30
Abhi Kumar	b9e94d8804	feat(dashboard): add the geo map panel type	2026-11-02 16:10:55 +05:30
Abhi Kumar	8bbe890cf9	feat(dashboard): color geo map locations by threshold in the color column's unit	2026-11-02 16:10:55 +05:30
Abhi Kumar	a55363b55f	feat(dashboard): edit geo map colors, bubbles and labels	2026-11-02 16:10:55 +05:30
Abhi Kumar	172c4b57c6	feat(dashboard): add the geo map location section	2026-11-02 16:10:55 +05:30
Abhi Kumar	7bbf84a1f0	feat(dashboard): place geo map rows by country, state or lat/lon	2026-11-02 16:10:55 +05:30
Abhi Kumar	59cd09cca0	feat(dashboard): group select options and describe tiles in the config pane	2026-11-02 16:10:55 +05:30
Abhi Kumar	82e0fd08e3	feat(dashboard): recompute panel warnings when their data source changes	2026-11-02 16:10:55 +05:30
Abhi Kumar	b7ddfa27ab	refactor(dashboard): share query column keys for stale binding checks	2026-11-02 16:10:55 +05:30
Abhi Kumar	ae6e47a8f7	feat(charts): add geo map stories	2026-11-02 16:10:54 +05:30
Abhi Kumar	e06b07788f	chore(openapi): regenerate specs	2026-11-02 16:10:54 +05:30
Abhi Kumar	57087f20d1	chore(api): regenerate client types for the geo map spec	2026-11-02 16:10:54 +05:30
Abhi Kumar	407998a39e	feat(charts): add the geo map chart	2026-11-02 16:10:54 +05:30
Abhi Kumar	8e63624de8	feat(dashboards): join geo map results on public dashboards	2026-11-02 16:10:54 +05:30
Abhi Kumar	53faacea59	feat(charts): add the geo map legend, tooltip and zoom controls	2026-11-02 16:10:54 +05:30
Abhi Kumar	4c815e0224	feat(dashboards): add plugin schema for geo map panel	2026-11-02 16:10:54 +05:30
Abhi Kumar	d40aee55f0	feat(charts): draw geo map layers with OpenLayers	2026-11-02 16:10:54 +05:30
Abhi Kumar	338dabf09e	feat(charts): look up geo codes and their outlines	2026-11-02 16:10:54 +05:30
Abhi Kumar	9455e6aba3	feat(charts): add an opacity mode to the colour ramp	2026-11-02 16:10:54 +05:30
Abhi Kumar	846db801e1	build(charts): build country and state outlines for the geo map	2026-11-02 16:10:54 +05:30
Abhi Kumar	3c701576af	fix(charts): start the heatmap's log colour bar at its floor A log scale can't place 0, so the bar's bottom label now shows the value the ramp actually starts at.	2026-11-02 16:10:54 +05:30
Abhi Kumar	1fbc3e4c28	refactor(charts): share the heatmap colour ramp The geo map reuses the palettes and scales, so they move out of the uPlot heatmap plugin under generic names. Stored panel specs are unchanged.	2026-11-02 16:10:54 +05:30
Abhi Kumar	223b64e5af	feat(dashboard): let scatter plot values take a legend Legend is pinned so it opens empty instead of seeding a group-by template, which would name the value literally. Value labels take the query-name prefix only when two value columns share a name.	2026-11-02 16:10:36 +05:30
Abhi kumar	10f4364abc	fix(dashboards): scatter plot save validation fixes (#13329 ) #### Description Stacked on #13030. Addresses its two open Greptile findings. - Editing a query no longer blocks saving: scatter `x`/`y`/`sizeBy`/`colorBy` bindings the query no longer produces are cleared on save, so the saved panel matches the preview's fallback columns. Done through a new optional `prepareSaveSpec` hook on query panel definitions. - `points.minSize` / `maxSize` are compared at their renderer defaults (4 / 24) when one is null, so `{"maxSize": 2}` or `{"minSize": 40}` can no longer invert the size range. #### Issues closed by this PR Closes SigNoz/pulse-pod#660	2026-11-02 12:02:00 +05:30
Naman Verma	3aa53d67e3	test: follow test guidelines	2026-10-30 20:00:22 +05:30
Abhi Kumar	8f87ed3ed4	chore(api): regenerate frontend api client	2026-10-30 17:15:43 +05:30
Abhi kumar	1161c249f2	Merge branch 'main' into feat/scatter-plot-panel-spec	2026-10-30 17:01:48 +05:30
Abhi kumar	3778d23a41	feat(charts): add the scatter chart layer (#13050 ) #### Description - Adds the scatter chart layer: a uPlot faceted-mode (`mode: 2`) `ScatterPlugin` with quadtree hover/click hit-testing and a hovered-point outline, plus a `Scatter` chart with its own tooltip. - Per-axis scales `auto` \| `linear` \| `log` \| `symlog` and titles. `auto` picks log (symlog with zero or negatives) when it spreads the middle half of the points at least 2× more than linear, over ≥ 2 decades. - Log axes tick at 1/2/5 × 10ⁿ since the scatter range is left unsnapped; dots stay whole at plot edges. - Click handlers report the scatter point hit; `buildClickData` skips x lookups on faceted plots and `ChartWrapper` forwards `plotRef`. #### Additional Information - Shared uPlotV2 changes affecting every chart: axes now draw an axis line in the grid's style (off when the grid is hidden), and value-axis tick labels outside the scale's range are blanked. - New shared config: `PlotMode`, `DrawStyle.Scatter`, `DistributionType.SymmetricLog`. - Chart library and Storybook stories only; the dashboard panel lands in #13051.	2026-10-30 17:01:17 +05:30
Naman Verma	b9104596ca	fix: add dot in comment	2026-10-30 16:03:46 +05:30
Naman Verma	e9ab776ced	chore: add decsriptions and todo	2026-10-30 13:25:09 +05:30
Naman Verma	eaa922cabe	fix: dont allow trace operator	2026-10-30 12:27:10 +05:30
Abhi Kumar	f64bc495cc	fix(dashboards): key metric aggregations by query name and reject unknown point fields	2026-10-30 12:27:10 +05:30
Naman Verma	6a42b9af90	feat: add validation to ensure queries have same group by	2026-10-30 12:27:10 +05:30
Abhi Kumar	517cba0bee	feat(dashboards): add an axis to scatter plot thresholds	2026-10-30 12:27:10 +05:30
Naman Verma	118ccb8f12	chore: add more validations for scatter plot	2026-10-30 12:27:10 +05:30
Abhi Kumar	3bd710deb7	feat(dashboards): rename scatter plot dimensions to colorBy and sizeBy	2026-10-30 12:27:10 +05:30
Abhi Kumar	44e31d7dd8	chore(openapi): regenerate specs for scatter plot panel Assisted-by: Claude Opus 5.5	2026-10-30 12:27:10 +05:30
Abhi Kumar	5d411a8221	feat(dashboards): add point size and opacity to scatter plot spec The fixed size and the min/max range are both stored so binding or unbinding the size dimension restores the other's last setting. Assisted-by: Claude Opus 5.5	2026-10-30 12:27:10 +05:30
Abhi Kumar	effb7df6fa	chore(openapi): regenerate specs for scatter plot panel Assisted-by: Claude Opus 5.5	2026-10-30 12:27:10 +05:30
Abhi Kumar	12a0c3fd64	feat(dashboards): add axis labels and multi-key colour to scatter plot spec An empty colour list colours by every group-by label. Assisted-by: Claude Opus 5.5	2026-10-30 12:27:10 +05:30
Abhi Kumar	d34b7ee637	chore(openapi): regenerate specs for scatter plot panel Assisted-by: Claude Opus 5.5	2026-10-30 12:27:10 +05:30
Abhi Kumar	a802e1422e	feat(dashboards): add plugin schema for scatter plot panel Assisted-by: Claude Opus 5.5	2026-10-30 12:27:10 +05:30
				`@@ -0,0 +1 @@`
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