🌍 Global Protest Watch

Platform Overview

Global Protest Watch is an AI-powered observatory tracking civil movements, demonstrations, and protests worldwide in real-time. It aggregates global news, social media signals, government notices, NGO alerts, and open-source intelligence to detect emerging unrest.

Core Features

📡 Real-Time Protest Feed

AI scans 50,000+ news sources & social feeds to detect new protest activity.

🗺️ Geo-Mapped Events

All protests plotted on a world map with severity level & crowd estimates.

🎙️ Audio / Video Evidence

Upload or auto-capture clips; AI extracts sentiment, slogans, and crowd tone.

📊 Sentiment & Issue Clustering

Identifies root grievances: economic, political, environmental, rights-based.

⚠️ Risk & Escalation Score

Predicts whether a protest is likely to grow, stabilize, or escalate.

📰 AI-Curated Summaries

Auto-generated summaries of causes, participants, severity, and outcomes.

📁 Sample Protest Records

Country City Issue Crowd Size Risk Level AI Summary
Argentina Buenos Aires Economic reforms / Inflation ~8,000 High Large citizen mobilization over rising food costs and wage freeze.
India Delhi Education policy changes ~3,500 Medium Students demand rollback of new exam regulation.
France Paris Climate policy / Emission laws ~12,000 Low Peaceful march urging stricter environmental protections.
USA New York City Housing crisis ~5,200 High Renters protest steep rent hikes and eviction concerns.

📝 Sample Detailed Event Profile

Event Details

  • Country: Brazil
  • City: Rio de Janeiro
  • Issue: Police reforms & community safety
  • Date: 12 Nov 2025
  • Crowd Estimate: 6,500
  • Status: Ongoing

AI Insights

  • Sentiment: 68% outraged, 22% fearful, 10% hopeful
  • Escalation Risk: Medium–High
  • Top Keywords: “justice”, “safety”, “accountability”
  • Chants Detected: “No More Violence!”
  • AI Summary: The protest demands police accountability after multiple incidents of violence. Tensions rising but still peaceful.