1.ibis-project / ibis
the portable Python dataframe library
+190 stars
from 6,498 · score 5.25
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Ranked by Attention Score: stars gained over the last 180 complete days
9 repositories by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)
2.dbcli / mycli
Rich MySQL Terminal Client with AutoCompletion, Syntax Highlighting, and Dataframes
+154 stars
from 11,836 · score 5.04
3.narwhals-dev / narwhals
Lightweight and extensible compatibility layer between dataframe libraries!
+145 stars
from 1,600 · score 4.98
4.lk-geimfari / mimesis
Mimesis is a Python library for generating fake but realistic data in multiple languages and locales.
+84 stars
from 4,782 · score 4.44
5.capitalone / datacompy
Pandas, Polars, Spark, and Snowpark DataFrame comparison for humans and more!
+32 stars
from 632 · score 3.50
6.mwouts / itables
Python DataFrames as Interactive DataTables
+24 stars
from 956 · score 3.22
7.azukds / tubular
Python package implementing ML feature engineering and pre-processing for polars or pandas dataframes.
+11 stars
from 98 · score 2.48
8.godalida / koala-diff
Blazingly fast data comparison tool for Python, powered by Rust. Compare massive CSV/Parquet datasets instantly.
+3 stars
from 6 · score 1.39
9.vertti / daffy
Lightweight DataFrame validation decorators for Pandas, Polars, Modin, and PyArrow. No custom types required.
+2 stars
from 58 · score 1.10