hosealevi/IPD_Climate-Health_Dashboard

IPD Climate and Health dashboard for Senegal. # Senegal Climate and Health Intelligence Platform A complete, offline-first Streamlit demonstration for the Climate and Health Project of Institut Pasteur de Dakar (IPD). It connects simulated climate, aggregated syndromic, DHIS2, laboratory, demographic, forecasting, policy, and knowledge outputs in one modern multipage interface. > **Important:** This demonstration platform uses simulated data. It is intended > to illustrate possible climate and health analytics and must not be used for > clinical, epidemiological or policy decisions. No individual records, official surveillance values, API credentials, or validated operational forecasts are included. ## Dashboard components - **National overview:** eight executive indicators, clickable/fallback regional selection, a Senegal regional risk map, detail tabs, trends, alerts, and data completeness. - **Surveillance:** synchronized climate, 4S/DHIS2 health, and laboratory views; source triangulation; distribution, quality, delay, and regional maps. - **Climate forecasting:** an IPD prototype placeholder, seasonal naïve baseline, and random-forest baseline for six climate parameters and four horizons. - **Symptoms and demographics:** transparent population-based symptom burden, uncertainty ranges, demographic disaggregation, and a population pyramid. - **Climate–epidemiological models:** eWARS-inspired (not official eWARS), distributed-lag, and machine-learning risk prototypes. - **Policy initiatives:** three specified workstreams, progress cards, governance principles, and an illustrative development timeline. - **Publications:** searchable scientific, conference, policy, and public communication demonstration records. All relevant analytical pages export filtered CSV files with filter context, data status, and extraction timestamp. ## Folder structure ```text app.py Multipage entry point using st.Page/st.navigation pages/ Seven page modules components/ Share …