1.unionai-oss / pandera
A light-weight, flexible, and expressive statistical data testing library
+39 stars
from 4,471 · score 3.69
Trending repositories
Ranked by Attention Score: stars gained over the last 30 complete days
5 repositories by Attention Score · Oct 6, 2026 – Nov 4, 2026 (UTC)
2.Data-Centric-AI-Community / fg-data-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
- pandas-profiling
- pandas-dataframe
- statistics
- jupyter-notebook
- exploration
- data-science
- +14 more
+38 stars
from 13,710 · score 3.66
3.sfu-db / dataprep
Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.
- dataprep
- data-science
- datapreparation
- dataconnector
- eda
- exploratory-data-analysis
- +7 more
+9 stars
from 2,261 · score 2.30
4.posit-dev / pointblank
Data validation toolkit for assessing and monitoring data quality.
- data-validation
- tabular-data
- data-testing
- data-quality
- easy-to-understand
+5 stars
from 493 · score 1.79
5.vertti / daffy
Lightweight DataFrame validation decorators for Pandas, Polars, Modin, and PyArrow. No custom types required.
- pandas
- dataframe
- validation
- polars
- pydantic
- data-quality
- +10 more
+1 stars
from 59 · score 0.69