Polars Python Packages

narwhals

Lightweight and extensible compatibility layer between dataframe libraries!

133.8M 2K 205

polars

Extremely fast Query Engine for DataFrames, written in Rust

60.7M 39K 3K

polars-runtime-32

Extremely fast Query Engine for DataFrames, written in Rust

46.8M 39K 3K

datacompy

Pandas, Polars, Spark, and Snowpark DataFrame comparison for humans and more!

3.6M 651 161

fastexcel

A fast excel reader for Rust and Python

3.1M 236 20

ibis-framework

the portable Python dataframe library

2.7M 7K 738

mimesis

Mimesis is a fast Python library for generating fake data in multiple languages.

2.3M 5K 359

itables

Python DataFrames as Interactive DataTables

1.5M 965 62

polars-lts-cpu

Extremely fast Query Engine for DataFrames, written in Rust

537K 39K 3K

polars-runtime-compat

Extremely fast Query Engine for DataFrames, written in Rust

205K 39K 3K

awkward-pandas

For when your data won't fit in your dataframe

177K 52 6

dataframely

A declarative, 🐻‍❄️-native data frame validation library.

176K 606 18

jupysql

Better SQL in Jupyter. 📊

147K 848 85

polars-runtime-64

Extremely fast Query Engine for DataFrames, written in Rust

123K 39K 3K

dataframe-api-compat

Extremely lightweight compatibility layer between pandas and Polars

113K 41 3

xbbg

Intuitive Data Workflows

98K 826 66

polars-u64-idx

Extremely fast Query Engine for DataFrames, written in Rust

68K 39K 3K

pytimetk

Time series easier, faster, more fun. Pytimetk.

61K 966 85

datagrunt

Datagrunt is a Python library designed to simplify the way you work with CSV, Excel, and PDF files. It provides a streamlined approach to reading, processing, and transforming your data into various formats, making data manipulation efficient and intuitive.

50K 12 3