vrwema/rwanda-healthcare-mapping

# Rwanda Healthcare Analytics Dashboard A comprehensive Streamlit dashboard for analyzing healthcare facility performance and referral networks across Rwanda's sub-districts. ## Features - 📍 **Interactive Map**: Visualize healthcare referral network with Mapbox integration - 📊 **Facility Performance Analysis**: Compare facility metrics across sub-districts - ⚠️ **Smart Alerts**: Identify health centers outperforming hospitals - 📈 **Statistical Overview**: Comprehensive metrics and comparisons - 🔍 **Sub-District Filtering**: Focus on specific regions for detailed analysis - 🏥 **Facility Categories**: Distinguish between Health Centers, Medicalized Health Centers, and Hospitals ## Key Metrics Tracked - Antenatal Care (ANC) Visits - Outpatient Department (OPD) Cases (New, Old, Total) - Deliveries - Labor Referrals - Obstetric Complication Referrals ## Color Coding - 🔵 **Blue**: Regular Health Centers - 🟢 **Green**: Medicalized Health Centers - 🟡 **Gold**: Hospitals - 🔴 **Red**: HC/MHC outperforming hospitals ## Installation 1. Clone the repository: ```bash git clone [repository-url] cd [repository-name] ``` 2. Install required packages: ```bash pip install -r requirements.txt ``` 3. Run the application: ```bash streamlit run rwanda_dashboard_optimized_final.py ``` ## Data Requirements The dashboard requires the following data files: - DHIS2 data export (CSV format) - Facility GIS coordinates (Excel format) - Shapefile data for roads and boundaries ## Usage 1. **Map Tab**: - Select a sub-district to filter facilities - Search for specific facilities - Toggle facility types on/off - View referral connections 2. **Facility Performance Tab**: - Select sub-district and metric - View performance comparisons - Identify outperforming facilities 3. **Alerts Tab**: - Review facilities exceeding expected performance - Monitor critical metrics 4. **Statistics Tab**: - View overall statistics - Compare metrics across facilities ## Technologies Used - Streamlit - …