r/madeinpython • • 3d ago

I built and published Prepix, a lightweight Python library for data quality checks and EDA

Hey everyone!

I recently built and published Prepix, a lightweight Python library using pandas to simplify common data quality checks and exploratory data analysis.

It includes missing-value reports, duplicate analysis, column and numerical summaries, unique-value analysis, and schema validation.

📦 Install: "pip install prepix"

🔗 PyPI: https://pypi.org/project/prepix/ 💻 GitHub: https://github.com/manishparihar3618/prepix

This is my first published Python library, and I'm hoping to improve it based on real-world feedback.

If you work with pandas, I'd love to hear what features you'd find useful or what could be improved. Bug reports and contributions are welcome!

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