geopolitical-analysis

119-file AI geopolitical analysis OS for the 2026 Iran crisis. 2500 years of Persian history + 80 years of US war patterns + real-time intelligence. Built with nuwa skill.

A full end to end data science project analysing 56 years of WTI crude oil prices from exploratory analysis through geopolitical event quantification to ARIMA, Prophet, and LSTM forecasting deployed as an interactive Streamlit dashboard.

Real-time geopolitical instability prediction system using Apache Kafka, Apache Spark, XGBoost, NLP, and GDELT data for streaming analytics and risk forecasting.

A machine-learning pipeline that fuses real-time signals from military aviation, civic anomalies, geopolitical news sentiment, and global financial markets to output a continuously updated probability of imminent military conflict.

🌍 Agentic geopolitical risk analyzer — discovers second-order asset exposures through historical evidence, not LLM hallucination. Agent proposes, deterministic layer verifies. LangGraph + ChromaDB + FastAPI.

Global Kinetic Action & Stability Forecasting Dashboard

AI-powered geopolitical forecasting engine. 9 AI agents analyze world events and predict what happens next. Free and open.

Real-time macro event aggregator for financial markets. Watches 10+ official RSS feeds (Federal Reserve, WSJ, BBC, CNBC, Yahoo Finance, MarketWatch) and emits classified signals mapped to affected sectors and example tickers within seconds of publication. Pure Node.js, no API keys required.

The backend for Asifah Analytics (Middle East)

NationFiles (nationfiles.com) publishes security and stability intelligence: country dashboards, Naciro 24h situation briefings, the NationFiles Stability Index (NFSI), PPI/GGI views, metamaps, and legal or AI-policy pages. The Naciro engine aggregates curated quantitative inputs (including ACLED, UCDP, Eurostat) with OSINT-style news synthesis.

world news in one platform 🌎

Backend Western Hemisphere Files for Asifah Analytics

Backend Asia Files - Asifah Analytics

Backend Europe Files for Asifah Analytics

Open-source AI-powered macro, geopolitical, and cross-asset market intelligence platform for crypto, equities, and global risk analytics built with FastAPI, Redis, WebSockets, ML, backtesting, and advanced risk infrastructure.

NationFiles (nationfiles.com) publishes security and stability intelligence: country dashboards, Naciro 24h situation briefings, the NationFiles Stability Index (NFSI), PPI/GGI views, metamaps, and legal or AI-policy pages. The Naciro engine aggregates curated quantitative inputs (including ACLED, UCDP, Eurostat) with OSINT-style news synthesis.

Geopolitics blog — Served by GitHub Pages.

Geopolitical intelligence pipeline on Cloudflare Workers with AI analysis and vector search

An interactive sandbox exploring the evolution of Asian carbon markets and climate geopolitics (1997-2060)

🐦 Early warning system monitoring 22 global indicators for financial, supply chain, and geopolitical risks. Real-time alerts help families prepare before disruptions impact daily life.