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Nathan1scott/meningitis-outbreak-predictor

Domaine:

healthcare

Type de record:

software
Créateur:
Nat
Hôte:
AI-powered meningitis outbreak predictor for West Africa using WHO AFRO data. Interactive dashboard with share, email & PDF export. # 🦠 West Africa Meningitis Outbreak Predictor An AI-powered early warning system for meningitis outbreaks in the African Meningitis Belt. ## Problem Statement Meningitis kills thousands annually in West Africa's "Meningitis Belt" during dry season (December-June). Health ministries lack real-time predictive tools. ## Key Features - Real WHO AFRO Data - Historical meningitis records for 10+ West African countries - Seasonal Prediction - Predicts outbreaks 4-6 weeks ahead using dry season patterns - Interactive Dashboard - Filter by country, year, month - Risk Scoring - HIGH/MEDIUM/LOW risk levels with color-coded alerts - Share & Export - Email reports, PDF export, WhatsApp/Twitter sharing - Mobile Responsive - Works on phones, tablets, desktops ## Tech Stack - Python, Dash, Plotly - Pandas, NumPy - Scikit-learn Random Forest ## Quick Start ```bash git clone github.com cd meningitis-outbreak-predictor pip install -r requirements.txt python meningitis_dashboard.py