Mimesis is a Python library for generating fake but realistic data in multiple languages and locales.
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Clean APIs for data cleaning. Python implementation of R package Janitor
Lightweight DataFrame validation decorators for Pandas, Polars, Modin, and PyArrow. No custom types required.