1.ibis-project / ibis
the portable Python dataframe library
+84 stars
from 6,604 · score 4.44
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9 repositories by Attention Score · Aug 5, 2026 – Nov 2, 2026 (UTC)
2.dbcli / mycli
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3.narwhals-dev / narwhals
Lightweight and extensible compatibility layer between dataframe libraries!
+57 stars
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4.lk-geimfari / mimesis
Mimesis is a Python library for generating fake but realistic data in multiple languages and locales.
+44 stars
from 4,822 · score 3.81
5.mwouts / itables
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+12 stars
from 968 · score 2.56
6.capitalone / datacompy
Pandas, Polars, Spark, and Snowpark DataFrame comparison for humans and more!
+12 stars
from 652 · score 2.56
7.azukds / tubular
Python package implementing ML feature engineering and pre-processing for polars or pandas dataframes.
+2 stars
from 107 · score 1.10
8.vertti / daffy
Lightweight DataFrame validation decorators for Pandas, Polars, Modin, and PyArrow. No custom types required.
+2 stars
from 58 · score 1.10
9.godalida / koala-diff
Blazingly fast data comparison tool for Python, powered by Rust. Compare massive CSV/Parquet datasets instantly.
+2 stars
from 7 · score 1.10