rryesuafuga/uganda-health-analytics

An interactive R Shiny dashboard that helps public health professionals, researchers, and humanitarian organizations explore and analyze child health indicators in Uganda. --- title: Uganda Health Analytics emoji: 🏥 colorFrom: yellow colorTo: blue sdk: docker pinned: false --- # Uganda Child Health Analytics Dashboard This is an interactive web dashboard for exploring child health data in Uganda. It pulls together real data from the World Health Organization on topics like child mortality, nutrition, malaria, and healthcare access, and lets you browse, visualize, and analyze it -- all from your browser, no coding required. Whether you work in public health, research, policy, or humanitarian aid, this tool gives you a single place to see how Uganda's child health indicators have changed over time and what factors matter most. **Try it now:** huggingface.co -- no login or install needed, just open the link. ## What can you do with it? ### Browse the data Pick any of the five WHO datasets and explore them in a searchable, filterable table. You can sort by year, indicator, or group (sex, region, etc.) and see a quick summary of what the data contains. ### See trends and patterns - **How indicators relate:** Compare indicators like mortality, stunting, and immunization to see which ones move together and which move in opposite directions. - **Regression model:** Check which factors (water access, sanitation, immunization, health spending) have the biggest effect on child mortality or stunting. The dashboard explains results in plain language. - **Changes over time:** Break an indicator into its long-term trend and shorter-term fluctuations to spot the overall direction. ### Make predictions Train a prediction model (Random Forest, LASSO, Ridge, or a simple linear model), then use "What-If Scenarios" to adjust sliders for water access, sanitation, and immunization and see the predicted impact on child mortality or stunting. ### Get insights at a glance A network diagram shows how major factors (nutrition, water and sanitation, vaccination, education, healthcare access, and economic …