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Education/Employment Microdata Explorer
ResearchInteractive tool for exploring relationships in UK Census microdata between education and employment outcomes.
Overview
💡 Challenge
Researchers and policymakers need accessible tools to explore complex relationships in census microdata without advanced statistical software.
⚡ Solution
Created an interactive Streamlit dashboard allowing users to filter, visualize, and analyze education-employment patterns across demographics.
🎯 Impact
Makes census insights accessible to non-technical stakeholders and supports evidence-based policy discussions.
Technical Details
🛠️ Tech Stack
PythonStreamlitPandasPlotlyStatistical Analysis
✨ Key Features
- ✓Interactive demographic filtering
- ✓Cross-tabulation visualizations
- ✓Employment outcome distributions by education level
- ✓Geographic analysis capabilities
Key Learnings
- →Census data requires careful handling of sampling weights
- →Interactive exploration reveals insights missed in static reports
- →Privacy protection is paramount when working with microdata
📊 Data Notes
This project uses synthetic/open data to demonstrate capabilities while maintaining privacy and confidentiality. All methods and approaches are applicable to real-world scenarios.