unionai-oss/pandera

A light-weight, flexible, and expressive statistical data testing library

Python4,523 stars513 forksMIT

assertions data-assertions data-check data-cleaning data-processing data-validation data-verification dataframe-schema dataframes hypothesis-testing pandas pandas-dataframe pandas-validation pandas-validator schema testing testing-tools validation

Momentum

unionai-oss/pandera has 4,523 GitHub stars. It gained +1 stars over 1 recorded day in the last 7 days and +14 over 12 recorded days in the last 30 days (snapshots through Nov 11, 2026).

Its biggest recent day was Oct 14, 2026, with +3 stars.

It currently ranks #3471 daily, #3779 weekly, #4241 monthly by momentum on Trending Repos; its best-ever rank is #325.

Trending Repos first recorded it on May 19, 2026.

Rankings

PeriodRankScore

Daily

#34711.0

Weekly

#37790.9

Monthly

#42411.1

How scoring works

Engagement

Total stars

Daily new stars

Embeds

Best rank #325

Format

Markdown

[![unionai-oss/pandera badge](https://trending-repos.com/badge/unionai-oss/pandera.svg?v=3)](https://trending-repos.com/repositories/unionai-oss/pandera?utm_source=github&utm_medium=badge)

Date	Stars gained	Total stars	Forks gained
Nov 11, 2026	+1	4,523	+1
Nov 4, 2026	0	4,508	-1
Nov 3, 2026	+1	4,508	0
Nov 2, 2026	0	4,507	+1
Oct 30, 2026	+1	4,502	+1
Oct 29, 2026	+1	4,501	0
Oct 26, 2026	0	4,497	+1
Oct 25, 2026	+3	4,497	+2
Oct 24, 2026	+2	4,494	+2
Oct 16, 2026	+2	4,483	0
Oct 15, 2026	0	4,481	+4
Oct 14, 2026	+3	4,481	+2

unionai-oss/pandera

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unionai-oss/pandera

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