1.ibis-project / ibis
the portable Python dataframe library
+26 stars
from 6,662 · score 3.30
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2.narwhals-dev / narwhals
Lightweight and extensible compatibility layer between dataframe libraries!
+22 stars
from 1,723 · score 3.14
3.capitalone / datacompy
Pandas, Polars, Spark, and Snowpark DataFrame comparison for humans and more!
+7 stars
from 657 · score 2.08
4.MrPowers / chispa
PySpark test helper methods with beautiful error messages
+4 stars
from 774 · score 1.61
5.mrpowers-io / quinn
pyspark methods to enhance developer productivity 📣 👯 🎉
+2 stars
from 688 · score 1.10
6.hi-primus / optimus
:truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark
+1 stars
from 1,534 · score 0.69
7.jupyter-incubator / sparkmagic
Jupyter magics and kernels for working with remote Spark clusters
+1 stars
from 1,368 · score 0.69