Jonas2127/Ethiopia-Education-Analysis

Analysis of Ethiopian student performance data across grades 1-12 readme_content = """ # 📚 Ethiopian Education Dataset Analysis ## Project Overview This project analyzes educational data from Ethiopian students across grades 1-12, examining factors that influence academic performance including demographics, infrastructure access, and parental involvement. ## Dataset Description - **100,000 students** tracked over 12 years - **634 features** including test scores, attendance, homework completion - Covers 12 grade levels with Ethiopian curriculum subjects - Includes national exam results for eligible students ## Key Findings 1. Average student score: XX.XX 2. Internet access impact: +XX points 3. Best performing region: XXXX 4. Key success factors: Parental involvement, school resources 5. Performance gaps: Gender, regional, infrastructure ## Technologies Used - Python 3.x - Pandas for data manipulation - NumPy for numerical operations - Matplotlib/Seaborn for visualization - Scikit-learn (for ML extensions) ## Project Structure