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45c98284da
* fix(trade): correct UN Comtrade reporter codes for India and Taiwan
seed-trade-flows was fetching India (356) and Taiwan (158) using UN M49
codes. UN Comtrade registers India as 699 and Taiwan as 490 ("Other
Asia, nes"), so every fetch silently returned count:0 — 10 of 30
reporter×commodity pairs yielded zero records per run. Live probe
confirms 699→500 India rows, 490→159 Taiwan rows.
- Update reporter codes in seed-trade-flows.mjs and its consumer
list-comtrade-flows.ts.
- Update ISO2_TO_COMTRADE in _comtrade-reporters.ts and
seed-energy-spine.mjs so energy-shock and sector-dependency RPCs
resolve the correct Comtrade keys for IN/TW.
- Add IN/TW overrides to seed-comtrade-bilateral-hs4 and
seed-recovery-import-hhi (they iterate shared/un-to-iso2.json which
must remain pure M49 for other callers).
- Fix partner-dedupe bug in seed-trade-flows: the preview endpoint
returns partner-level rows; keying by (flowCode, year) without
summing kept only the last partner seen, so tradeValueUsd was a
random counterparty's value, not the World aggregate. Sum across
partners and label as World.
- Add a 70% coverage floor on reporter×commodity pairs so an entire
reporter silently flatlining now throws in Phase 1 (TTL extend, no
seed-meta refresh) rather than publishing a partial snapshot.
- Sync energy-shock test fixture.
* fix(trade): apply Comtrade IN/TW overrides to runtime consumers too
Follow-up to PR review: the seed-side fix was incomplete because two
request-time consumers still mapped iso2 → M49 (356/158) when hitting
Comtrade or reading the (now-rekeyed) seeded cache.
- server/worldmonitor/supply-chain/v1/_bilateral-hs4-lazy.ts: apply
the IN=699 / TW=490 override when deriving ISO2_TO_UN, so the lazy
bilateral-hs4 fetch path used by get-route-impact and
get-country-chokepoint-index stops silently returning count:0 for
India and Taiwan when the seeded cache is cold.
- src/utils/country-codes.ts: add iso2ToComtradeReporterCode helper
with the override baked in. Keep iso2ToUnCode as pure M49 (used
elsewhere for legitimate M49 semantics).
- src/app/country-intel.ts: switch the listComtradeFlows call on the
country brief page to the new helper so IN/TW resolve to the same
reporter codes the seeder now writes under.
World Monitor
Real-time global intelligence dashboard — AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface.
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Documentation · Releases · Contributing
What It Does
- 435+ curated news feeds across 15 categories, AI-synthesized into briefs
- Dual map engine — 3D globe (globe.gl) and WebGL flat map (deck.gl) with 45 data layers
- Cross-stream correlation — military, economic, disaster, and escalation signal convergence
- Country Intelligence Index — composite risk scoring across 12 signal categories
- Finance radar — 92 stock exchanges, commodities, crypto, and 7-signal market composite
- Local AI — run everything with Ollama, no API keys required
- 5 site variants from a single codebase (world, tech, finance, commodity, happy)
- Native desktop app (Tauri 2) for macOS, Windows, and Linux
- 21 languages with native-language feeds and RTL support
For the full feature list, architecture, data sources, and algorithms, see the documentation.
Quick Start
git clone https://github.com/koala73/worldmonitor.git
cd worldmonitor
npm install
npm run dev
Open localhost:5173. No environment variables required for basic operation.
For variant-specific development:
npm run dev:tech # tech.worldmonitor.app
npm run dev:finance # finance.worldmonitor.app
npm run dev:commodity # commodity.worldmonitor.app
npm run dev:happy # happy.worldmonitor.app
See the self-hosting guide for deployment options (Vercel, Docker, static).
Tech Stack
| Category | Technologies |
|---|---|
| Frontend | Vanilla TypeScript, Vite, globe.gl + Three.js, deck.gl + MapLibre GL |
| Desktop | Tauri 2 (Rust) with Node.js sidecar |
| AI/ML | Ollama / Groq / OpenRouter, Transformers.js (browser-side) |
| API Contracts | Protocol Buffers (92 protos, 22 services), sebuf HTTP annotations |
| Deployment | Vercel Edge Functions (60+), Railway relay, Tauri, PWA |
| Caching | Redis (Upstash), 3-tier cache, CDN, service worker |
Full stack details in the architecture docs.
Flight Data
Flight data provided gracefully by Wingbits, the most advanced ADS-B flight data solution.
Data Sources
WorldMonitor aggregates 65+ external data sources across geopolitics, finance, energy, climate, aviation, cyber, military, infrastructure, and news intelligence. See the full data sources catalog for providers, feed tiers, and collection methods.
Contributing
Contributions welcome! See CONTRIBUTING.md for guidelines.
npm run typecheck # Type checking
npm run build:full # Production build
License
AGPL-3.0 for non-commercial use. Commercial license required for any commercial use.
| Use Case | Allowed? |
|---|---|
| Personal / research / educational | Yes |
| Self-hosted (non-commercial) | Yes, with attribution |
| Fork and modify (non-commercial) | Yes, share source under AGPL-3.0 |
| Commercial use / SaaS / rebranding | Requires commercial license |
See LICENSE for full terms. For commercial licensing, contact the maintainer.
Copyright (C) 2024-2026 Elie Habib. All rights reserved.
Author
Elie Habib — GitHub
Contributors
Security Acknowledgments
We thank the following researchers for responsibly disclosing security issues:
- Cody Richard — Disclosed three security findings covering IPC command exposure, renderer-to-sidecar trust boundary analysis, and fetch patch credential injection architecture (2026)
See our Security Policy for responsible disclosure guidelines.
worldmonitor.app · docs.worldmonitor.app · finance.worldmonitor.app · commodity.worldmonitor.app