1.ibis-project / ibis
the portable Python dataframe library
+84 stars
from 6,604 · score 4.44
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2.narwhals-dev / narwhals
Lightweight and extensible compatibility layer between dataframe libraries!
+57 stars
from 1,688 · score 4.06
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 🚀
+21 stars
from 8,497 · score 3.09
4.vertti / daffy
Lightweight DataFrame validation decorators for Pandas, Polars, Modin, and PyArrow. No custom types required.
+2 stars
from 58 · score 1.10