nardos-tsige/climate-challenge-week0

0 Academy Week 0 Challenge - African Climate Trend Analysis # 🌍 African Climate Trends Analysis > Climate data analysis for 5 African countries to inform Ethiopia's COP32 position paper ## 📋 Overview This project analyzes historical climate data (2015-2026) from **Ethiopia, Kenya, Nigeria, Sudan, and Tanzania** using NASA POWER satellite data. The analysis identifies climate vulnerabilities, trends, and provides evidence-backed recommendations for COP32 negotiations. ## 🎯 Key Findings | Country | Mean Temp | Dry Days | Vulnerability | |---------|-----------|----------|---------------| | Sudan | 28.8°C | 72.7% | 🔴 Critical | | Nigeria | 26.7°C | 11.8% | 🟠 High | | Tanzania | 26.8°C | 5.2% | 🟡 Moderate | | Kenya | 20.4°C | 6.3% | 🟢 Lower | | Ethiopia | 16.1°C | 20.7% | 🟢 Lower | ## 📊 Dashboard ### Live Demo climate-challenge-week0-cf8… ### Features - ✅ Country multi-select (compare multiple nations) - ✅ Year range slider (2015-2026) - ✅ Variable selector (Temperature/Precipitation/Humidity) - ✅ Interactive line charts & boxplots - ✅ Summary statistics table - ✅ Download filtered data as CSV ### Run Locally # Clone repository git clone github.com cd climate-challenge-week0 # Create virtual environment python -m venv venv venv\Scripts\activate # Windows # Install dependencies pip install -r requirements.txt # Run dashboard streamlit run app/main.py 📁 Repository Structure climate-challenge-week0/ ├── app/ # Streamlit dashboard │ ├── main.py │ └── utils.py ├── data/ # Cleaned CSV files ├── src/notebooks/ # EDA notebooks │ ├── ethiopia_eda.ipynb │ ├── compare_countries.ipynb │ └── all_countries_eda.ipynb ├── plots/ # Generated visualizations ├── scripts/ # Utility scripts ├── .github/workflows/ # CI/CD pipeline ├── requirements.txt ├── README.md └── LICENSE 🔬 Analysis Performed Task 1: Git & Environment Setup -- GitHub repository wi …