thegoddysmart/dataverse-africa-jumia-jitters-challenge

DataVerse Africa - Jumia Jitters Challenge # DataVerse Africa - Jumia Jitters Challenge ## Challenge Overview **Role**: Data Intelligence Officer for AfriMarket **Mission**: Analyze 3-month marketplace data to identify fraudulent patterns and rebuild customer trust **Timeline**: July 2025 Challenge ## Project Objectives - ✅ Clean and engineer features from messy marketplace data - ✅ Identify seller performance patterns and fraud indicators - ✅ Build ML model to predict return risk - ✅ Recommend actionable strategies for customer trust - ✅ Create executive-ready seller risk framework ## Key Findings *[To be updated with your actual findings]* ## Technical Stack - **Python**: Data analysis and modeling - **Pandas**: Data manipulation - **Scikit-learn**: Machine learning - **Streamlit**: Interactive dashboard - **Plotly/Matplotlib**: Visualizations ## Project Structure