YData Profiling EDA

Purpose

Create consistent EDA reports for train and test or accepted and rejected datasets using ProfileReport, including comparisons and saved HTML outputs.

Usage

• "generate ydata-profiling report"
• "compare train and test EDA"
• "create HTML EDA report"

Instructions

1. Set a sampling fraction for large datasets and a fixed random seed.
2. Create ProfileReport objects with progress_bar=False, and disable duplicates and interactions when speed matters.
3. Compare reports using .compare() and save to HTML with .to_file().
4. Use ./scripts/generate_eda_report.py for consistent report creation.
5. Use ./templates/eda_compare_block.md to document inputs, sample fractions, and output paths.