# C⁴ Monitoring Dashboard

> Real-time global intelligence dashboard — AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface.

C⁴ Monitoring Dashboard is a modified, slimmed fork of Worldmonitor an open-source (AGPL-3.0) intelligence platform that aggregates 150+ news feeds, 35+ interactive map layers, and multiple AI models into a single dashboard. It runs as a web app.

A single codebase produces three specialized variants — geopolitical, technology, and finance — each with distinct feeds, panels, map layers, and branding. The tri-variant architecture uses build-time selection via the VITE_VARIANT environment variable, with runtime switching available via the header bar.

The project is built with TypeScript, Vite, MapLibre GL JS, deck.gl, D3.js, and Tauri. All intelligence analysis (clustering, instability scoring, surge detection) runs client-side in the browser — no backend compute dependency for core intelligence. A browser-side ML pipeline (Transformers.js) provides NER and sentiment analysis without server dependency.

## Live Instances

- [C⁴ Monitoring Dashboard](https://c4dash.org): C⁴ International's slimmed down fork of Worldmonitor, featuring tools and resources, Geopolitics, military, conflicts, infrastructure, Wildfires
- [World Monitor](https://worldmonitor.app): Geopolitics, military, conflicts, infrastructure

## Worldmonitor Documentation

- [README](https://github.com/koala73/worldmonitor/blob/main/README.md): Full project documentation with architecture details
- [Full Documentation](https://github.com/koala73/worldmonitor/blob/main/docs/DOCUMENTATION.md): Detailed feature documentation, data layers, and panel reference
- [Extended LLM Documentation](https://worldmonitor.app/llms-full.txt): Comprehensive version of this file with all data layers, components, and data sources

## Key Features

- Interactive 3D WebGL globe with deck.gl rendering and 35+ toggleable data layers (conflicts, military bases, nuclear facilities, undersea cables, pipelines, datacenters, protests, disasters, cyber threats, and more)
- AI-powered intelligence: LLM-synthesized world briefs, hybrid threat classification, focal point detection, country instability index for 22 nations, trending keyword spike detection, and strategic posture assessment
- 150+ curated RSS feeds across geopolitics, defense, energy, tech, and finance with domain-allowlisted proxy
- 8 live news video streams (Bloomberg, Sky News, Al Jazeera, Euronews, DW, France24, CNBC, Al Arabiya)
- 19 live webcams from geopolitical hotspots across 4 regions
- Geographic convergence detection — identifies when multiple signal types spike in the same area
- Infrastructure cascade modeling with dependency graphs for cables, pipelines, ports, and chokepoints
- Progressive Web App with offline map support (500 cached tiles)
- Shareable intelligence stories with multi-platform social export and canvas-based image generation
- Cmd+K fuzzy search across 20+ result types
- Dark/light theme, panel drag-and-drop reordering, ultra-wide monitor layout (2000px+)

## World Monitor Desktop App

- [Windows Installer](https://worldmonitor.app/api/download?platform=windows-exe): Windows .exe installer
- [macOS Apple Silicon](https://worldmonitor.app/api/download?platform=macos-arm64): macOS ARM64 build
- [macOS Intel](https://worldmonitor.app/api/download?platform=macos-x64): macOS x64 build
- [Linux AppImage](https://worldmonitor.app/api/download?platform=linux-appimage): Linux .AppImage

## Optional

- [Source Code](https://github.com/koala73/worldmonitor): GitHub repository (AGPL-3.0)
- [Releases](https://github.com/koala73/worldmonitor/releases): All desktop releases for macOS, Windows, and Linux
- [Issues](https://github.com/koala73/worldmonitor/issues): Bug reports and feature requests