Momahmoses/ng-conflict-analysis

||Geospatial intelligence tracking insurgency, banditry and farmer-herder clashes across Nigeria using PySpark, Azure and Streamlit. # ⚠ Nigeria Conflict & Security Incident Analyzer Geospatial conflict intelligence platform tracking insurgency, banditry, farmer-herder clashes, and communal violence across Nigeria using **ACLED-style data**, **PySpark**, **GIS KDE analysis**, **Azure Cognitive Search**, and **Streamlit**. ## Problem Statement Nigeria faces multi-dimensional security crises — Boko Haram/ISWAP in the NE, armed banditry in the NW, farmer-herder conflicts in the NC, and unknown gunmen in the SE. These displace millions and reduce agricultural output by up to 65% in affected areas. This platform helps the NSA, military, and development agencies understand conflict patterns. ## Quick Start ```bash pip install -r requirements.txt streamlit run app.py ``` ## Data Sources (Production) - **ACLED** — Armed Conflict Location & Event Data Project - **UNHCR** — Displacement tracking - **ISWAP/Boko Haram tracker** — CSIS, Africa Center for Strategic Studies - **Nigeria Police Force** — Crime statistics