Context
Joined assessment tables; cleaned categorical labels and nulls.
Process
Distributions, correlations, and subgroup comparisons.
Highlights
Simple visuals and tidy, reproducible notebooks.
Education Data Exploration
Explored student performance by demographics and subjects with clear, focused charts.
EDAPandas
Role
EDAVisualization
Tools
PythonPandasSeaborn/Matplotlib
Outcome
- Clear gap visuals
- Hypotheses for deeper study