lesl-i-e/kenya-cholera-dashboard

Interactive Streamlit dashboard modeling cholera risks in Kenya using climate and population data # Kenya Cholera Climate Risk Model ## Interactive Dashboard & Spatio-Temporal Analysis # Table of Contents 1. **Chapter 0 — Introduction & Project Overview** - Background & Motivation - Research Questions & Objectives - Scope & Study Area - Significance & Expected Contributions 2. **Chapter 1 — Literature Review** - Cholera Epidemiology in Kenya & East Africa - Climate–Cholera Relationships - Previous Modeling Approaches - Gaps in Existing Research 3. **Chapter 2 — Data Sources & Preprocessing** - Cholera Incidence Data - Climate Data (ERA5) - Population & Administrative Boundaries - Data Cleaning & Harmonization - Final Modeling Table Construction 4. **Chapter 3 — Exploratory Data Analysis and Modeling Strategy** - Purpose of Exploratory Analysis - Distribution of Cholera Incidence - Temporal Patterns & Seasonality - Climate Covariate Relationships - Model Selection Rationale - Baseline Model Specification 5. **Chapter 4 — Modeling and Results** - Model Overview - Baseline Negative Binomial Model - Lagged Climate Variables - Model Interpretation (IRRs) - Model Diagnostics - Summary of Findings 6. **Chapter 5 — Interactive Visualization and Deployment** - Purpose of the Interactive Dashboard - Dashboard Architecture & Technologies (Streamlit, Folium, etc.) - Key Features & Layout - Data Preparation for Visualization - Implementation Details - Version Control & Reproducibility - Limitations of the Dashboard - Summary 7. **Chapter 6 — Discussion, Limitations, and Future Work** - Discussion of Key Findings - Methodological Strengths - Limitations (Data Quality, Modeling, Dashboard) - Future Work & Possible Extensions - Portfolio & Practical Relevance - Conclusion 8. **References** 9. **Appendices** - A. Full Model Output Tables - B. Additional Visualizations - C. Code Snippets & Reproducibility Instructions - D. Glossary of Terms --- **Repository:** github.com **Live Demo:** kenya-cholera-dashboard-es …