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geopolitical-analysis

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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.

  • Updated May 17, 2026
  • Jupyter Notebook

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.

  • Updated Feb 23, 2026
  • Python

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.

  • Updated May 24, 2026
  • JavaScript

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.

  • Updated May 18, 2026

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.

  • Updated May 18, 2026
  • TeX

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