1.ibis-project / ibis
the portable Python dataframe library
+190 stars
from 6,498 · score 5.25
Trending repositories
Ranked by Attention Score: stars gained over the last 180 complete days
6 repositories by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)
2.narwhals-dev / narwhals
Lightweight and extensible compatibility layer between dataframe libraries!
+145 stars
from 1,600 · score 4.98
3.capitalone / datacompy
Pandas, Polars, Spark, and Snowpark DataFrame comparison for humans and more!
+32 stars
from 632 · score 3.50
4.MrPowers / chispa
PySpark test helper methods with beautiful error messages
+19 stars
from 759 · score 3.00
5.jupyter-incubator / sparkmagic
Jupyter magics and kernels for working with remote Spark clusters
+10 stars
from 1,359 · score 2.40
6.mrpowers-io / quinn
pyspark methods to enhance developer productivity 📣 👯 🎉
+5 stars
from 685 · score 1.79