This script uses ydata_profiling to generate a report for all tables within a schema or a select subset of tables, plus a simple HTML table with the percentage of missing and present values per column for quick reference.

Use uv. If you don't have it:

pipx install uv # or pip

Create your .env and set the required values. Run the script:

uv run python main.py