clean repo w/o node_modules

.github/workflows/deploy-to-hf.yml

@@ -0,0 +1,32 @@
+name: Deploy to Hugging Face Space
+
+on:
+  push:
+    branches: [ main ]
+
+jobs:
+  deploy:
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+        with:
+          lfs: true
+          fetch-depth: 0
+
+      - name: Debug repo contents
+        run: |
+          pwd
+          ls -la
+          echo "----- README.md -----"
+          sed -n '1,20p' README.md
+
+      - name: Push to Hugging Face
+        env:
+          HF_TOKEN: ${{ secrets.HF_TOKEN }}
+        run: |
+          git config --global user.email "github-actions[bot]@users.noreply.github.com"
+          git config --global user.name "github-actions[bot]"
+          git remote add space https://oauth2:${HF_TOKEN}@huggingface.co/spaces/spark-ds549/ClaimsWordmap
+          git push space HEAD:main --force

.gitignore

@@ -0,0 +1,32 @@
+# Logs
+logs
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+pnpm-debug.log*
+lerna-debug.log*
+
+node_modules
+dist
+dist-ssr
+*.local
+
+# Editor directories and files
+.vscode/*
+!.vscode/extensions.json
+.idea
+.DS_Store
+*.suo
+*.ntvs*
+*.njsproj
+*.sln
+*.sw?
+
+node_modules/
+dist/
+build/
+.env
+.env.*
+*.log
+*.log

LICENSE

@@ -0,0 +1,201 @@
+                                 Apache License
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+
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+   limitations under the License.

README.md

@@ -0,0 +1,16 @@
+# React + Vite
+
+This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules.
+
+Currently, two official plugins are available:
+
+- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react) uses [Oxc](https://oxc.rs)
+- [@vitejs/plugin-react-swc](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react-swc) uses [SWC](https://swc.rs/)
+
+## React Compiler
+
+The React Compiler is not enabled on this template because of its impact on dev & build performances. To add it, see [this documentation](https://react.dev/learn/react-compiler/installation).
+
+## Expanding the ESLint configuration
+
+If you are developing a production application, we recommend using TypeScript with type-aware lint rules enabled. Check out the [TS template](https://github.com/vitejs/vite/tree/main/packages/create-vite/template-react-ts) for information on how to integrate TypeScript and [`typescript-eslint`](https://typescript-eslint.io) in your project.

eslint.config.js

@@ -0,0 +1,21 @@
+import js from '@eslint/js'
+import globals from 'globals'
+import reactHooks from 'eslint-plugin-react-hooks'
+import reactRefresh from 'eslint-plugin-react-refresh'
+import { defineConfig, globalIgnores } from 'eslint/config'
+
+export default defineConfig([
+  globalIgnores(['dist']),
+  {
+    files: ['**/*.{js,jsx}'],
+    extends: [
+      js.configs.recommended,
+      reactHooks.configs.flat.recommended,
+      reactRefresh.configs.vite,
+    ],
+    languageOptions: {
+      globals: globals.browser,
+      parserOptions: { ecmaFeatures: { jsx: true } },
+    },
+  },
+])

index.html

@@ -0,0 +1,13 @@
+<!doctype html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8" />
+    <link rel="icon" type="image/svg+xml" href="/favicon.svg" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>wordmap</title>
+  </head>
+  <body>
+    <div id="root"></div>
+    <script type="module" src="/src/main.jsx"></script>
+  </body>
+</html>

package-lock.json

@@ -0,0 +1,1914 @@
+{
+  "name": "wordmap",
+  "version": "0.0.0",
+  "lockfileVersion": 1,
+  "requires": true,
+  "dependencies": {
+    "@babel/code-frame": {
+      "version": "7.29.0",
+      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.29.0.tgz",
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+      "dev": true,
+      "requires": {
+        "@babel/helper-validator-identifier": "^7.28.5",
+        "js-tokens": "^4.0.0",
+        "picocolors": "^1.1.1"
+      }
+    },
+    "@babel/compat-data": {
+      "version": "7.29.0",
+      "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.29.0.tgz",
+      "integrity": "sha512-T1NCJqT/j9+cn8fvkt7jtwbLBfLC/1y1c7NtCeXFRgzGTsafi68MRv8yzkYSapBnFA6L3U2VSc02ciDzoAJhJg==",
+      "dev": true
+    },
+    "@babel/core": {
+      "version": "7.29.0",
+      "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.29.0.tgz",
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+      "dev": true,
+      "requires": {
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+        "@babel/helper-compilation-targets": "^7.28.6",
+        "@babel/helper-module-transforms": "^7.28.6",
+        "@babel/helpers": "^7.28.6",
+        "@babel/parser": "^7.29.0",
+        "@babel/template": "^7.28.6",
+        "@babel/traverse": "^7.29.0",
+        "@babel/types": "^7.29.0",
+        "@jridgewell/remapping": "^2.3.5",
+        "convert-source-map": "^2.0.0",
+        "debug": "^4.1.0",
+        "gensync": "^1.0.0-beta.2",
+        "json5": "^2.2.3",
+        "semver": "^6.3.1"
+      }
+    },
+    "@babel/generator": {
+      "version": "7.29.1",
+      "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.29.1.tgz",
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+      "dev": true,
+      "requires": {
+        "@babel/parser": "^7.29.0",
+        "@babel/types": "^7.29.0",
+        "@jridgewell/gen-mapping": "^0.3.12",
+        "@jridgewell/trace-mapping": "^0.3.28",
+        "jsesc": "^3.0.2"
+      }
+    },
+    "@babel/helper-compilation-targets": {
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+        "@babel/helper-validator-option": "^7.27.1",
+        "browserslist": "^4.24.0",
+        "lru-cache": "^5.1.1",
+        "semver": "^6.3.1"
+      }
+    },
+    "@babel/helper-globals": {
+      "version": "7.28.0",
+      "resolved": "https://registry.npmjs.org/@babel/helper-globals/-/helper-globals-7.28.0.tgz",
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+      "requires": {
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+        "@babel/types": "^7.28.6"
+      }
+    },
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+      }
+    },
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+    },
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+    },
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+      }
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+      }
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+      "requires": {
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+        "@babel/parser": "^7.28.6",
+        "@babel/types": "^7.28.6"
+      }
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+      "version": "7.29.0",
+      "resolved": "https://registry.npmjs.org/@babel/traverse/-/traverse-7.29.0.tgz",
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+      "dev": true,
+      "requires": {
+        "@babel/code-frame": "^7.29.0",
+        "@babel/generator": "^7.29.0",
+        "@babel/helper-globals": "^7.28.0",
+        "@babel/parser": "^7.29.0",
+        "@babel/template": "^7.28.6",
+        "@babel/types": "^7.29.0",
+        "debug": "^4.3.1"
+      }
+    },
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+      "requires": {
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+        "@babel/helper-validator-identifier": "^7.28.5"
+      }
+    },
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+      "dev": true,
+      "optional": true,
+      "requires": {
+        "@emnapi/wasi-threads": "1.2.1",
+        "tslib": "^2.4.0"
+      }
+    },
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+      "resolved": "https://registry.npmjs.org/@emnapi/runtime/-/runtime-1.10.0.tgz",
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+      "dev": true,
+      "optional": true,
+      "requires": {
+        "tslib": "^2.4.0"
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+      "dev": true
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+      "dev": true
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+    "zod-validation-error": {
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+      "resolved": "https://registry.npmjs.org/zod-validation-error/-/zod-validation-error-4.0.2.tgz",
+      "integrity": "sha512-Q6/nZLe6jxuU80qb/4uJ4t5v2VEZ44lzQjPDhYJNztRQ4wyWc6VF3D3Kb/fAuPetZQnhS3hnajCf9CsWesghLQ==",
+      "dev": true
+    }
+  }
+}

package.json

@@ -0,0 +1,33 @@
+{
+  "name": "wordmap",
+  "private": true,
+  "version": "0.0.0",
+  "type": "module",
+  "scripts": {
+    "dev": "vite",
+    "build": "vite build",
+    "lint": "eslint .",
+    "preview": "vite preview"
+  },
+  "dependencies": {
+    "react": "^19.2.5",
+    "react-dom": "^19.2.5",
+    "react-is": "^18.2.0",
+    "recharts": "^3.8.1"
+  },
+  "devDependencies": {
+    "@eslint/js": "^10.0.1",
+    "@tailwindcss/vite": "^4.2.4",
+    "@types/react": "^19.2.14",
+    "@types/react-dom": "^19.2.3",
+    "@vitejs/plugin-react": "^6.0.1",
+    "autoprefixer": "^10.5.0",
+    "eslint": "^10.2.1",
+    "eslint-plugin-react-hooks": "^7.1.1",
+    "eslint-plugin-react-refresh": "^0.5.2",
+    "globals": "^17.5.0",
+    "postcss": "^8.5.12",
+    "tailwindcss": "^4.2.4",
+    "vite": "^8.0.10"
+  }
+}

src/App.css

@@ -0,0 +1,184 @@
+.counter {
+  font-size: 16px;
+  padding: 5px 10px;
+  border-radius: 5px;
+  color: var(--accent);
+  background: var(--accent-bg);
+  border: 2px solid transparent;
+  transition: border-color 0.3s;
+  margin-bottom: 24px;
+
+  &:hover {
+    border-color: var(--accent-border);
+  }
+  &:focus-visible {
+    outline: 2px solid var(--accent);
+    outline-offset: 2px;
+  }
+}
+
+.hero {
+  position: relative;
+
+  .base,
+  .framework,
+  .vite {
+    inset-inline: 0;
+    margin: 0 auto;
+  }
+
+  .base {
+    width: 170px;
+    position: relative;
+    z-index: 0;
+  }
+
+  .framework,
+  .vite {
+    position: absolute;
+  }
+
+  .framework {
+    z-index: 1;
+    top: 34px;
+    height: 28px;
+    transform: perspective(2000px) rotateZ(300deg) rotateX(44deg) rotateY(39deg)
+      scale(1.4);
+  }
+
+  .vite {
+    z-index: 0;
+    top: 107px;
+    height: 26px;
+    width: auto;
+    transform: perspective(2000px) rotateZ(300deg) rotateX(40deg) rotateY(39deg)
+      scale(0.8);
+  }
+}
+
+#center {
+  display: flex;
+  flex-direction: column;
+  gap: 25px;
+  place-content: center;
+  place-items: center;
+  flex-grow: 1;
+
+  @media (max-width: 1024px) {
+    padding: 32px 20px 24px;
+    gap: 18px;
+  }
+}
+
+#next-steps {
+  display: flex;
+  border-top: 1px solid var(--border);
+  text-align: left;
+
+  & > div {
+    flex: 1 1 0;
+    padding: 32px;
+    @media (max-width: 1024px) {
+      padding: 24px 20px;
+    }
+  }
+
+  .icon {
+    margin-bottom: 16px;
+    width: 22px;
+    height: 22px;
+  }
+
+  @media (max-width: 1024px) {
+    flex-direction: column;
+    text-align: center;
+  }
+}
+
+#docs {
+  border-right: 1px solid var(--border);
+
+  @media (max-width: 1024px) {
+    border-right: none;
+    border-bottom: 1px solid var(--border);
+  }
+}
+
+#next-steps ul {
+  list-style: none;
+  padding: 0;
+  display: flex;
+  gap: 8px;
+  margin: 32px 0 0;
+
+  .logo {
+    height: 18px;
+  }
+
+  a {
+    color: var(--text-h);
+    font-size: 16px;
+    border-radius: 6px;
+    background: var(--social-bg);
+    display: flex;
+    padding: 6px 12px;
+    align-items: center;
+    gap: 8px;
+    text-decoration: none;
+    transition: box-shadow 0.3s;
+
+    &:hover {
+      box-shadow: var(--shadow);
+    }
+    .button-icon {
+      height: 18px;
+      width: 18px;
+    }
+  }
+
+  @media (max-width: 1024px) {
+    margin-top: 20px;
+    flex-wrap: wrap;
+    justify-content: center;
+
+    li {
+      flex: 1 1 calc(50% - 8px);
+    }
+
+    a {
+      width: 100%;
+      justify-content: center;
+      box-sizing: border-box;
+    }
+  }
+}
+
+#spacer {
+  height: 88px;
+  border-top: 1px solid var(--border);
+  @media (max-width: 1024px) {
+    height: 48px;
+  }
+}
+
+.ticks {
+  position: relative;
+  width: 100%;
+
+  &::before,
+  &::after {
+    content: '';
+    position: absolute;
+    top: -4.5px;
+    border: 5px solid transparent;
+  }
+
+  &::before {
+    left: 0;
+    border-left-color: var(--border);
+  }
+  &::after {
+    right: 0;
+    border-right-color: var(--border);
+  }
+}

src/App.jsx

@@ -0,0 +1,352 @@
+import { useState } from "react";
+import { BarChart, Bar, XAxis, YAxis, Tooltip, ResponsiveContainer, CartesianGrid, Legend } from "recharts";
+
+const keywords = [
+  { word: "renewable", runs: [88, 85, 78], cat: "persist" },
+  { word: "emissions", runs: [62, 95, 72], cat: "persist" },
+  { word: "energy", runs: [78, 70, 82], cat: "persist" },
+  { word: "technology", runs: [30, 50, 95], cat: "grow" },
+  { word: "greenhouse", runs: [40, 35, 55], cat: "persist" },
+  { word: "biofuels", runs: [95, 15, 5], cat: "shrink" },
+  { word: "algae", runs: [55, 5, 0], cat: "shrink" },
+  { word: "ethanol", runs: [50, 5, 0], cat: "shrink" },
+  { word: "cellulosic", runs: [38, 0, 0], cat: "shrink" },
+  { word: "biodiesel", runs: [42, 0, 0], cat: "shrink" },
+  { word: "carbon capture", runs: [65, 45, 20], cat: "shrink" },
+  { word: "digital", runs: [0, 55, 25], cat: "emerge15" },
+  { word: "AI", runs: [0, 58, 20], cat: "emerge15" },
+  { word: "economic", runs: [10, 52, 35], cat: "emerge15" },
+  { word: "natural gas", runs: [25, 55, 30], cat: "emerge15" },
+  { word: "plastics", runs: [0, 38, 15], cat: "emerge15" },
+  { word: "sustainability", runs: [20, 65, 50], cat: "emerge15" },
+  { word: "infrastructure", runs: [15, 42, 30], cat: "emerge15" },
+  { word: "offshore", runs: [0, 0, 62], cat: "emerge50" },
+  { word: "monitoring", runs: [0, 0, 70], cat: "emerge50" },
+  { word: "marine fuels", runs: [0, 0, 48], cat: "emerge50" },
+  { word: "exploration", runs: [0, 0, 55], cat: "emerge50" },
+  { word: "CO2", runs: [15, 20, 58], cat: "emerge50" },
+  { word: "storage", runs: [5, 10, 52], cat: "emerge50" },
+  { word: "exports", runs: [0, 0, 45], cat: "emerge50" },
+  { word: "power gen", runs: [0, 5, 50], cat: "emerge50" },
+  { word: "facility", runs: [0, 0, 42], cat: "emerge50" },
+  { word: "electronics", runs: [0, 0, 48], cat: "emerge50" },
+];
+
+const runLabels = ["5-Article", "15-Article", "50-Article"];
+const runColors = ["#0D9488", "#3B82F6", "#7C3AED"];
+const catColors = { persist: "#16A34A", grow: "#0D9488", shrink: "#DC2626", emerge15: "#3B82F6", emerge50: "#7C3AED" };
+const catLabels = { persist: "Persistent across all runs", grow: "Grows with scale", shrink: "Fades at scale", emerge15: "Emerges at 15 articles", emerge50: "Emerges at 50 articles" };
+
+// ── Full SC descriptions ──────────────────────────────────────────────────────
+const scFullText = {
+  "SC_1": "Natural gas as a climate transition fuel — claims positioning natural gas as a bridge or essential part of the transition to clean energy",
+  "SC_2": "Oil operations and sustainability — claims that oil extraction and production are managed sustainably or responsibly",
+  "SC_3": "Carbon capture and storage (CCUS) viability — claims that CCS technology is safe, available, scalable, and essential for decarbonisation",
+  "SC_4": "Investment in renewable energy — claims that fossil fuel companies are actively investing in and enabling renewable energy",
+  "SC_5": "Addressing climate change — claims that the company is taking meaningful action to address climate change and environmental impacts",
+  "SC_6": "Digital technology and AI for climate — claims that digital innovation and AI are being deployed to solve climate and energy challenges",
+  "SC_7": "Economic development and growth — claims that fossil fuel activity drives jobs, economic growth, and energy security",
+};
+
+const scParagraphData = [
+  { sc: "SC_1 Nat gas",    r5:  0,  r15: 44, r50: 100, scKey: "SC_1" },
+  { sc: "SC_2 Oil",        r5:  2,  r15: 17, r50:  66, scKey: "SC_2" },
+  { sc: "SC_3 CCUS",       r5: 26,  r15: 14, r50:  53, scKey: "SC_3" },
+  { sc: "SC_4 Renewable",  r5: 36,  r15:  8, r50: 130, scKey: "SC_4" },
+  { sc: "SC_5 Climate",    r5: 18,  r15: 93, r50: 321, scKey: "SC_5" },
+  { sc: "SC_6 Digital/AI", r5:  2,  r15: 24, r50:  20, scKey: "SC_6" },
+  { sc: "SC_7 Economic",   r5:  9,  r15: 13, r50:  49, scKey: "SC_7" },
+];
+
+// ── Top NCs per run with full text from claim_history JSONs ───────────────────
+const topNCs = [
+  // 5-article
+  [
+    { nc: "NC_22", label: "Algae/bacteria grow in diverse environments", fullText: "Single-cell organisms like algae and bacteria can grow in diverse environments without competing with food production", count: 4, sc: "SC_4" },
+    { nc: "NC_18", label: "Algae biofuels power diesel engines", fullText: "Algae biofuels can power existing diesel engines, enabling cleaner fossil fuel alternatives", count: 3, sc: "SC_4" },
+    { nc: "NC_19", label: "Next-gen biofuels as sustainable energy", fullText: "Next generation biofuels as sustainable and environmentally friendly energy sources", count: 3, sc: "SC_4" },
+    { nc: "NC_23", label: "Saltwater algae can produce oil directly", fullText: "Saltwater algae can produce oil directly", count: 3, sc: "SC_4" },
+    { nc: "NC_24", label: "Bacteria unlock energy from plant waste", fullText: "Bacteria can unlock energy from plant waste materials like cornhusks and sawdust without competing with food production", count: 3, sc: "SC_5" },
+    { nc: "NC_46", label: "Building world-scale blue hydrogen facility", fullText: "We are building a world-scale blue hydrogen facility", count: 3, sc: "SC_3" },
+    { nc: "NC_6",  label: "Carbon capture is safe", fullText: "Carbon capture is safe", count: 2, sc: "SC_3" },
+    { nc: "NC_7",  label: "Carbon capture needed to fight climate", fullText: "Carbon capture is needed to fight climate change", count: 2, sc: "SC_3" },
+    { nc: "NC_10", label: "Carbon capture is widely available", fullText: "Carbon capture is widely available", count: 2, sc: "SC_3" },
+    { nc: "NC_17", label: "Algae biofuels: lower-carbon diesel alt.", fullText: "Biofuels from algae are lower-carbon alternatives to diesel", count: 2, sc: "SC_4" },
+  ],
+  // 15-article
+  [
+    { nc: "NC_6",   label: "Carbon capture is safe", fullText: "Carbon capture is safe", count: 6, sc: "SC_3" },
+    { nc: "NC_153", label: "Reusing produced water reduces env. impact", fullText: "Reusing produced water reduces environmental impact by minimizing freshwater use and wastewater discharge", count: 4, sc: "SC_5" },
+    { nc: "NC_23",  label: "CCS permanently stores CO2 underground", fullText: "CCS permanently stores CO2 underground to prevent atmospheric emissions", count: 3, sc: "SC_3" },
+    { nc: "NC_36",  label: "LNG supply will rapidly expand", fullText: "Claim that LNG supply will rapidly expand in coming years", count: 3, sc: "SC_1" },
+    { nc: "NC_38",  label: "Policies encourage switching coal to gas", fullText: "Environmental policies encourage switching from coal to gas-fired power generation", count: 3, sc: "SC_1" },
+    { nc: "NC_154", label: "Water use in oil ops contributes to sustain.", fullText: "Claim that water use in oil field operations contributes to sustainability management", count: 3, sc: "SC_2" },
+    { nc: "NC_159", label: "Oil development must avoid stressing water", fullText: "Claim that oil development and production must avoid stressing water supply", count: 3, sc: "SC_2" },
+    { nc: "NC_7",   label: "Carbon capture needed to fight climate", fullText: "Carbon capture is needed to fight climate change", count: 2, sc: "SC_3" },
+    { nc: "NC_30",  label: "Mobility-as-a-service challenges vehicle use", fullText: "Claim that mobility as a service challenges personal vehicle ownership primarily in urban centers", count: 2, sc: "SC_5" },
+    { nc: "NC_35",  label: "LNG industry growth in global gas market", fullText: "LNG industry growth as a key part of global natural gas consumption", count: 2, sc: "SC_1" },
+  ],
+  // 50-article
+  [
+    { nc: "NC_87",  label: "CCS is key tech to unlock low-carbon future", fullText: "The claim that carbon capture and storage (CCS) is a key technology to unlock a lower-emission future", count: 12, sc: "SC_3" },
+    { nc: "NC_1",   label: "Natural gas reduces emissions", fullText: "Natural gas reduces emissions", count: 11, sc: "SC_1" },
+    { nc: "NC_56",  label: "LNG bunker as essential transition solution", fullText: "Immediate availability of LNG bunker as an essential transition solution", count: 10, sc: "SC_1" },
+    { nc: "NC_57",  label: "LNG propulsion reduces environmental harm", fullText: "LNG propulsion reduces emissions or environmental harm", count: 9, sc: "SC_5" },
+    { nc: "NC_7",   label: "Carbon capture needed to fight climate", fullText: "Carbon capture is needed to fight climate change", count: 8, sc: "SC_3" },
+    { nc: "NC_2",   label: "Natural gas integral to climate transition", fullText: "Natural gas is integral to the climate transition", count: 7, sc: "SC_1" },
+    { nc: "NC_6",   label: "Carbon capture is safe", fullText: "Carbon capture is safe", count: 7, sc: "SC_3" },
+    { nc: "NC_120", label: "Commitment to limit env. impacts on water", fullText: "Claim of commitment to limit environmental impacts on water resources including reinjection of produced water into reservoirs", count: 7, sc: "SC_5" },
+    { nc: "NC_277", label: "Nat. gas essential across multiple sectors", fullText: "Natural gas is essential across multiple sectors including jobs, electricity, heating, and manufacturing", count: 7, sc: "SC_1" },
+    { nc: "NC_3",   label: "Oil spills are part of the everyday", fullText: "Oil spills are part of the every day", count: 6, sc: "SC_2" },
+  ],
+];
+
+const scColorMap = {
+  "SC_1": "#0D9488", "SC_2": "#6B7280", "SC_3": "#D97706",
+  "SC_4": "#16A34A", "SC_5": "#3B82F6", "SC_6": "#7C3AED", "SC_7": "#EC4899",
+};
+const scLabelMap = {
+  "SC_1": "Nat gas", "SC_2": "Oil", "SC_3": "CCUS",
+  "SC_4": "Renewable", "SC_5": "Climate", "SC_6": "Digital/AI", "SC_7": "Economic",
+};
+
+const ttStyle = { background: "#1e293b", border: "1px solid #334155", borderRadius: 8, color: "white", fontSize: 12 };
+const panelStyle = { background: "rgba(255,255,255,0.03)", border: "1px solid rgba(255,255,255,0.06)" };
+
+// SC tooltip — shows full description on bar hover
+const SCTooltip = ({ active, payload, label }) => {
+  if (!active || !payload || !payload.length) return null;
+  const scKey = scParagraphData.find(d => d.sc === label)?.scKey;
+  return (
+    <div style={{ ...ttStyle, padding: "12px 14px", minWidth: 280, maxWidth: 340 }}>
+      <div className="font-bold text-white text-sm mb-1">{label}</div>
+      {scKey && (
+        <div className="text-xs mb-3 leading-relaxed" style={{ color: scColorMap[scKey] }}>
+          {scFullText[scKey]}
+        </div>
+      )}
+      <div style={{ borderTop: "1px solid rgba(255,255,255,0.08)", paddingTop: 8 }}>
+        {payload.map((p, i) => (
+          <div key={i} className="flex justify-between gap-4 text-xs mb-1">
+            <span style={{ color: p.color }}>{p.name}</span>
+            <span className="font-bold text-white">{p.value} paragraphs</span>
+          </div>
+        ))}
+      </div>
+    </div>
+  );
+};
+
+// Floating tooltip for NC rows
+const NCHoverTooltip = ({ item, color }) => (
+  <div
+    className="absolute z-50 pointer-events-none rounded-lg shadow-xl"
+    style={{
+      ...ttStyle,
+      padding: "10px 14px",
+      minWidth: 260,
+      maxWidth: 360,
+      bottom: "calc(100% + 8px)",
+      left: 0,
+    }}
+  >
+    <div className="font-bold text-sm mb-1" style={{ color }}>{item.nc}</div>
+    <div className="text-slate-300 text-xs leading-relaxed mb-2">{item.fullText}</div>
+    <div className="flex items-center gap-2 text-xs">
+      <span className="inline-block w-2 h-2 rounded-full" style={{ background: color }} />
+      <span style={{ color }}>{item.sc} — {scLabelMap[item.sc]}</span>
+    </div>
+  </div>
+);
+
+export default function Dashboard() {
+  const [activeRun, setActiveRun] = useState(0);
+  const [hoveredNC, setHoveredNC] = useState(null);
+
+  const visible = keywords.filter((k) => k.runs[activeRun] > 0);
+  const sorted = [...visible].sort((a, b) => b.runs[activeRun] - a.runs[activeRun]);
+  const cloudWords = sorted.map((k, i) => {
+    const weight = k.runs[activeRun];
+    const angle = i * 1.3 + 0.7;
+    const radius = 12 + i * 5.5;
+    return { ...k, weight, x: Math.max(8, Math.min(92, 50 + Math.cos(angle) * radius * 0.75)), y: Math.max(8, Math.min(92, 50 + Math.sin(angle) * radius * 0.5)) };
+  });
+
+  const ncBarData = topNCs[activeRun];
+  const maxNcCount = Math.max(...ncBarData.map(d => d.count));
+
+  return (
+    <div className="min-h-screen p-6" style={{ fontFamily: "'DM Sans', system-ui, sans-serif", background: "linear-gradient(135deg, #0f172a 0%, #1e293b 50%, #0f172a 100%)" }}>
+      <div className="max-w-6xl mx-auto">
+        <div className="mb-5">
+          <h1 className="text-3xl font-black text-white tracking-tight">BERTopic Analysis Dashboard</h1>
+          <p className="text-sm text-slate-500 mt-1">Topic word maps, seed superclaim usage, and taxonomy growth across 5, 15, and 50 article runs</p>
+        </div>
+
+        {/* Run selector */}
+        <div className="flex gap-1 p-1 rounded-xl mb-5 w-fit" style={{ background: "rgba(255,255,255,0.05)" }}>
+          {runLabels.map((label, i) => (
+            <button key={i} onClick={() => setActiveRun(i)} className="px-6 py-3 rounded-lg text-sm font-bold transition-all" style={{ background: activeRun === i ? runColors[i] : "transparent", color: activeRun === i ? "white" : "#94a3b8", boxShadow: activeRun === i ? `0 4px 20px ${runColors[i]}40` : "none" }}>{label}</button>
+          ))}
+        </div>
+
+        {/* Word cloud */}
+        <div className="relative rounded-2xl overflow-hidden mb-6" style={{ height: 440, background: "radial-gradient(ellipse at center, rgba(15,23,42,0.3) 0%, rgba(15,23,42,0.8) 100%)", border: "1px solid rgba(255,255,255,0.06)" }}>
+          <div className="absolute inset-0 opacity-5" style={{ backgroundImage: "linear-gradient(rgba(255,255,255,0.1) 1px, transparent 1px), linear-gradient(90deg, rgba(255,255,255,0.1) 1px, transparent 1px)", backgroundSize: "40px 40px" }} />
+          {cloudWords.map((w, i) => {
+            const fontSize = Math.max(12, 12 + (w.weight / 100) * 34);
+            const opacity = 0.35 + (w.weight / 100) * 0.65;
+            const color = catColors[w.cat];
+            return (
+              <div key={i} className="absolute group" style={{ left: `${w.x}%`, top: `${w.y}%`, transform: "translate(-50%, -50%)", zIndex: Math.round(w.weight) }}>
+                <span className="font-black whitespace-nowrap cursor-default transition-all duration-500" style={{ fontSize: `${fontSize}px`, color, opacity, textShadow: w.weight > 60 ? `0 0 30px ${color}30` : "none" }}>{w.word}</span>
+                <div className="absolute left-1/2 -translate-x-1/2 bottom-full mb-2 hidden group-hover:block z-50 pointer-events-none">
+                  <div className="rounded-lg px-3 py-2.5 text-xs shadow-xl" style={{ ...ttStyle, minWidth: 200 }}>
+                    <div className="font-bold text-white text-sm mb-1">{w.word}</div>
+                    <div className="mb-2" style={{ color }}>{catLabels[w.cat]}</div>
+                    <div className="space-y-1.5">{runLabels.map((l, ri) => (
+                      <div key={ri} className="flex items-center gap-2">
+                        <span className="text-slate-500 w-16 text-xs">{l}</span>
+                        <div className="flex-1 h-3 rounded-full overflow-hidden" style={{ background: "#0f172a" }}><div className="h-full rounded-full" style={{ width: `${w.runs[ri]}%`, background: ri === activeRun ? runColors[ri] : "#475569" }} /></div>
+                        <span className="text-slate-400 w-6 text-right text-xs">{w.runs[ri]}</span>
+                      </div>
+                    ))}</div>
+                  </div>
+                </div>
+              </div>
+            );
+          })}
+        </div>
+
+        {/* Keyword rankings + narrative shifts */}
+        <div className="grid grid-cols-1 md:grid-cols-2 gap-5">
+          <div className="rounded-xl p-5" style={panelStyle}>
+            <h3 className="text-sm font-bold text-white mb-4">Top Keywords — <span style={{ color: runColors[activeRun] }}>{runLabels[activeRun]} Run</span></h3>
+            {sorted.slice(0, 10).map((k, i) => (
+              <div key={i} className="flex items-center gap-2 mb-2.5">
+                <span className="text-xs text-slate-600 w-4 text-right font-mono">{i + 1}</span>
+                <span className="text-sm font-semibold text-white w-28 truncate">{k.word}</span>
+                <div className="flex-1 flex items-center gap-1">{[0, 1, 2].map((ri) => (
+                  <div key={ri} className="flex-1 h-4 rounded overflow-hidden" style={{ background: "#0f172a" }}><div className="h-full rounded transition-all duration-500" style={{ width: `${k.runs[ri]}%`, background: ri === activeRun ? runColors[ri] : "rgba(255,255,255,0.06)", opacity: ri === activeRun ? 1 : 0.4 }} /></div>
+                ))}</div>
+                <div className="w-3 h-3 rounded-full shrink-0" style={{ background: catColors[k.cat] }} />
+              </div>
+            ))}
+            <div className="flex gap-1 mt-3 pl-8">{runLabels.map((l, i) => (<div key={i} className="flex-1 text-center text-xs" style={{ color: runColors[i], opacity: i === activeRun ? 1 : 0.4 }}>{l.split("-")[0]}</div>))}</div>
+          </div>
+          <div className="rounded-xl p-5" style={panelStyle}>
+            <h3 className="text-sm font-bold text-white mb-4">Biggest Narrative Shifts</h3>
+            {[
+              { word: "biofuels", dir: "down", note: "95 → 15 → 5  Dominant in small sample, irrelevant at scale" },
+              { word: "technology", dir: "up", note: "30 → 50 → 95  Becomes the dominant narrative at scale" },
+              { word: "monitoring", dir: "up", note: "0 → 0 → 70  Only visible with 50 articles" },
+              { word: "offshore", dir: "up", note: "0 → 0 → 62  Oil infrastructure framing emerges at scale" },
+              { word: "AI", dir: "up", note: "0 → 58 → 20  Peaked at 15 articles, prompted SC_6" },
+              { word: "emissions", dir: "stable", note: "62 → 95 → 72  Always present, peaks at 15 articles" },
+              { word: "algae", dir: "down", note: "55 → 5 → 0  Specific to the 5-article sample only" },
+              { word: "sustainability", dir: "up", note: "20 → 65 → 50  Corporate green signalling grows" },
+            ].map((item, i) => (
+              <div key={i} className="flex items-center gap-3 mb-2.5 py-1" style={{ borderBottom: "1px solid rgba(255,255,255,0.04)" }}>
+                <span className="text-lg w-5 text-center" style={{ color: item.dir === "up" ? "#4ade80" : item.dir === "down" ? "#f87171" : "#94a3b8" }}>{item.dir === "up" ? "↑" : item.dir === "down" ? "↓" : "→"}</span>
+                <span className="text-sm font-bold text-white w-28">{item.word}</span>
+                <span className="text-xs text-slate-500 flex-1">{item.note}</span>
+              </div>
+            ))}
+          </div>
+        </div>
+
+        {/* SC paragraph counts + Top NC subclaims */}
+        <div className="grid grid-cols-1 md:grid-cols-2 gap-5 mt-5">
+
+          {/* SC paragraph bar chart — tooltip shows full SC description */}
+          <div className="rounded-xl p-5" style={panelStyle}>
+            <h3 className="text-sm font-bold text-white mb-1">Superclaim Paragraph Counts</h3>
+            <p className="text-xs text-slate-500 mb-1">Paragraphs mapped per superclaim category across runs</p>
+            <p className="text-xs mb-4" style={{ color: "rgba(148,163,184,0.5)" }}>Hover a bar to see the full superclaim</p>
+            <ResponsiveContainer width="100%" height={260}>
+              <BarChart data={scParagraphData} barCategoryGap="18%" margin={{ top: 4, right: 4, left: -10, bottom: 0 }}>
+                <CartesianGrid strokeDasharray="3 3" stroke="rgba(255,255,255,0.05)" />
+                <XAxis dataKey="sc" tick={{ fill: "#94a3b8", fontSize: 9 }} axisLine={{ stroke: "rgba(255,255,255,0.1)" }} interval={0} />
+                <YAxis tick={{ fill: "#64748b", fontSize: 10 }} axisLine={{ stroke: "rgba(255,255,255,0.1)" }} />
+                <Tooltip content={<SCTooltip />} />
+                <Legend wrapperStyle={{ color: "#94a3b8", fontSize: 11 }} />
+                <Bar dataKey="r5"  name="5-Article"  fill={runColors[0]} radius={[3,3,0,0]} opacity={activeRun === 0 ? 1 : 0.35} />
+                <Bar dataKey="r15" name="15-Article" fill={runColors[1]} radius={[3,3,0,0]} opacity={activeRun === 1 ? 1 : 0.35} />
+                <Bar dataKey="r50" name="50-Article" fill={runColors[2]} radius={[3,3,0,0]} opacity={activeRun === 2 ? 1 : 0.35} />
+              </BarChart>
+            </ResponsiveContainer>
+            <div className="flex flex-wrap gap-2 mt-3">
+              {Object.entries(scLabelMap).map(([sc, label]) => (
+                <div key={sc} className="flex items-center gap-1.5">
+                  <div className="w-2 h-2 rounded-full" style={{ background: scColorMap[sc] }} />
+                  <span className="text-xs text-slate-500">{sc}: {label}</span>
+                </div>
+              ))}
+            </div>
+          </div>
+
+          {/* Top 10 NCs — hover NC name to see full claim text */}
+          <div className="rounded-xl p-5" style={panelStyle}>
+            <h3 className="text-sm font-bold text-white mb-1">
+              Top 10 Subclaims — <span style={{ color: runColors[activeRun] }}>{runLabels[activeRun]} Run</span>
+            </h3>
+            <p className="text-xs text-slate-500 mb-1">Paragraph hits per subclaim (matched + created events)</p>
+            <p className="text-xs mb-4" style={{ color: "rgba(148,163,184,0.5)" }}>Hover an NC label to see the full subclaim</p>
+            <div className="space-y-2">
+              {ncBarData.map((item, i) => {
+                const pct = (item.count / maxNcCount) * 100;
+                const barColor = scColorMap[item.sc];
+                const isHovered = hoveredNC === `${activeRun}-${i}`;
+                return (
+                  <div key={i} className="flex items-center gap-2">
+                    <span className="text-xs text-slate-600 w-4 text-right font-mono">{i + 1}</span>
+
+                    {/* NC label with hover tooltip */}
+                    <div className="relative w-12 shrink-0">
+                      <span
+                        className="text-xs font-bold cursor-default"
+                        style={{ color: isHovered ? "white" : barColor, transition: "color 0.15s" }}
+                        onMouseEnter={() => setHoveredNC(`${activeRun}-${i}`)}
+                        onMouseLeave={() => setHoveredNC(null)}
+                      >
+                        {item.nc}
+                      </span>
+                      {isHovered && <NCHoverTooltip item={item} color={barColor} />}
+                    </div>
+
+                    <div className="flex-1">
+                      <div className="h-5 rounded overflow-hidden relative" style={{ background: "#0f172a" }}>
+                        <div
+                          className="h-full rounded flex items-center px-2 transition-all duration-500"
+                          style={{ width: `${pct}%`, background: barColor, minWidth: 28 }}
+                        >
+                          <span className="text-xs font-bold text-white">{item.count}</span>
+                        </div>
+                      </div>
+                    </div>
+                    <span className="text-xs text-slate-500 w-36 truncate text-right">{item.label}</span>
+                  </div>
+                );
+              })}
+            </div>
+            <div className="flex flex-wrap gap-x-3 gap-y-1 mt-3 text-xs text-slate-500">
+              {Object.entries(scLabelMap).map(([sc]) => (
+                <span key={sc} className="flex items-center gap-1">
+                  <span className="inline-block w-2 h-2 rounded-full" style={{ background: scColorMap[sc] }} />
+                  {sc}
+                </span>
+              ))}
+            </div>
+          </div>
+        </div>
+
+        {/* Word map legend */}
+        <div className="flex flex-wrap gap-4 mt-5 pt-4" style={{ borderTop: "1px solid rgba(255,255,255,0.06)" }}>
+          {Object.entries(catLabels).map(([key, label]) => (
+            <div key={key} className="flex items-center gap-2"><div className="w-2.5 h-2.5 rounded-full" style={{ background: catColors[key] }} /><span className="text-xs text-slate-500">{label}</span></div>
+          ))}
+        </div>
+      </div>
+    </div>
+  );
+}

src/index.css

@@ -0,0 +1 @@
+@import "tailwindcss";

src/main.jsx

@@ -0,0 +1,10 @@
+import { StrictMode } from 'react'
+import { createRoot } from 'react-dom/client'
+import './index.css'
+import App from './App.jsx'
+
+createRoot(document.getElementById('root')).render(
+  <StrictMode>
+    <App />
+  </StrictMode>,
+)

vite.config.js

@@ -0,0 +1,7 @@
+import { defineConfig } from 'vite'
+import react from '@vitejs/plugin-react'
+import tailwindcss from '@tailwindcss/vite'
+
+export default defineConfig({
+  plugins: [react(), tailwindcss()],
+})