Modiakgotla24/botswana-health-dashboard

Streamlit public health dashboard for Botswana (WHO GHO + Google Trends) # Botswana Health Indicators Dashboard (WHO + Google Trends) # Live Demo 👉 botswana-health-dashboard-m… # Interactive Public Health Analytics for Botswana Developer: Kago Mhlanga Modiakgotla # 📝 Overview This dashboard tracks Botswana’s key national health indicators using: • WHO Global Health Observatory (GHO) data • Live Google Search Trends for public interest signals • Interactive time-series visualizations • Automatic trend summaries • Clean KPI cards (latest value, change vs previous year, percentage change) It helps stakeholders and analysts understand: • Disease burden • Health service coverage • Temporal trends • Public awareness signals • National progress over time This project sits at the intersection of biology, public health, and data science, aligned with real-world decision-making for Africa’s health sector. ⸻ # Features 1. # Indicator Trend Analysis (WHO GHO Data) • Filter by: • Indicator (e.g., Infant mortality, Maternal deaths, HIV prevalence) • Breakdown (age group, sex, category) • Year range • Automatic handling of single-year data • Dynamic aggregation of breakdowns 2. # Real-Time Google Trends Integration • Fetches search interest for related health topics in Botswana • Helps compare public awareness vs. actual health burden 3. # KPI Engine Automatically computes: • Latest value • Absolute year-over-year change • Percent change • Trend classification: • Increasing • Decreasing • Stable 4. # Auto-Generated Health Narratives Every indicator receives: • A plain-English explanation • A Botswana-focused narrative interpreting the trend • Context for whether rising/falling values are good or bad 5. # Professional Visualizations • Clean Plotly charts with: • Unified hover • Centered titles • Responsive layout • High-quality tables and expanded views 6. # Quality-of-Life Features • Reset Filters button • Session state to remember selections • Smart defaults for short datasets 7. # Streaml …