victorobuon/community-health-project-in-kenya

# community-health-project-in-kenya # Public Health Analysis: Malaria & Cholera Trends in Kenya (2010-2025) ## Project Overview This project analyzes the historical trends of Malaria and Cholera in Kenya. By integrating two separate datasets, I performed exploratory data analysis (EDA) and built a predictive model to forecast disease incidence. ## Key Features - **Data Integration:** Merged temporal datasets using an outer-join strategy. - **Feature Engineering:** Calculated Case Fatality Rates (CFR) for Cholera outbreaks. - **Statistical Analysis:** Generated a correlation heatmap to identify relationships between disease metrics. - **Machine Learning:** Developed a Linear Regression model to forecast Malaria rates with an R-squared score of [Insert your R2 score here]. ## Visualizations ## How to Run 1. Clone the repo: `git clone github.com` 2. Install dependencies: `pip install -r requirements.txt` 3. Run the analysis: `python src/main.py`