bonsoul/CHORELA_DASHBOARD

Mapping Chorela in Kenya, EPI Index, Time Series Model # Cholera Outbreak Dashboard #### An interactive Shiny dashboard for analyzing and visualizing Cholera outbreaks in Kenya (2008–2024).The dashboard provides insights into case trends, county-level distribution, demographics, and forecasts to support public health monitoring and decision-making. ## 📊 Features Overview: Key outbreak statistics (total cases, peak month, most/least affected counties, average per county). Bar & Line Plots: Epidemic curves and yearly trends. Cases by County: County-level breakdown with both bar plots and an interactive choropleth map. Demographics: Age distribution (histogram). Gender distribution (bar chart). Forecasting: ARIMA-based models to project future cholera cases. Interactive Navigation: Sidebar menu with descriptive summaries and easy navigation between sections. ## 🛠️ Tech Stack Frontend/UI: shinydashboard, shiny Data Manipulation: dplyr Visualization: ggplot2, forecast, leaflet, sf Forecasting: ARIMA models with auto.arima