Hiwot-Beyene/climate-challenge-week0

Climate data analysis project exploring temperature, precipitation, and extreme weather patterns across five African countries (2015–2026). The project focuses on transforming raw climate data into actionable insights to support Ethiopia’s COP32 climate policy strategy. # Climate COP32 Analytics Climate data analysis project exploring temperature, precipitation, and extreme weather patterns across five African countries (2015–2026). The project focuses on transforming raw climate data into actionable insights to support Ethiopia’s COP32 climate policy strategy. # 🌍 Climate Data Analysis for COP32 – African Climate Trends (2015–2026) This project explores historical climate data across five African countries—Ethiopia, Kenya, Sudan, Tanzania, and Nigeria—to uncover key climate trends, seasonal patterns, and extreme events. The analysis supports Ethiopia’s preparation for hosting COP32 by generating **data-driven insights for climate policy and negotiation**. ## 🎯 Objective To transform raw climate data into **evidence-backed insights** that highlight Africa’s climate vulnerabilities and inform policy discussions at global climate forums. ## 📊 Key Features * Data cleaning and preprocessing of NASA POWER climate datasets * Exploratory Data Analysis (EDA) for each country * Time series analysis of temperature and precipitation trends * Cross-country comparison of climate patterns * Extreme event detection (heatwaves, droughts) * Climate vulnerability ranking based on data evidence ## 🛠️ Tech Stack * Python (Pandas, NumPy, Matplotlib, Seaborn) * Jupyter Notebooks * Git & GitHub (version control + CI/CD) * Streamlit (optional dashboard) ## Project overview Exploratory analysis of historical climate data (2015–2026) for Ethiopia, Kenya, Sudan, Tanzania, and Nigeria using NASA POWER satellite data, in support of Ethiopia's position ahead of COP32 in Addis Ababa. --- ## Quickstart (using uv) ### 1. Install uv (if not already installed) ```bash # macOS / Linux curl -LsSf astral.sh | sh # Windows (PowerShell) powershell -ExecutionPolicy ByPass -c "irm astral.sh | iex" ``` ### 2. Clone the repo ```bash git clone cd ``` ### 3. Create the virtual environment and install all dependenc …