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
4 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.vaexio / vaex
Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀
+45 stars
from 8,473 · score 3.83
4.vertti / daffy
Lightweight DataFrame validation decorators for Pandas, Polars, Modin, and PyArrow. No custom types required.
+2 stars
from 58 · score 1.10