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narwhals-dev
narwhals

Lightweight and extensible compatibility layer between dataframe libraries!

82.4M 2K 190
pola-rs
polars

Extremely fast Query Engine for DataFrames, written in Rust

52.2M 38K 3K
pola-rs
polars-runtime-32

Extremely fast Query Engine for DataFrames, written in Rust

38.6M 38K 3K
ToucanToco
fastexcel

A fast excel reader for Rust and Python

3M 230 20
capitalone
datacompy

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

2.6M 639 160
ibis-project
ibis-framework

the portable Python dataframe library

1.9M 7K 716
lk-geimfari
mimesis

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

1.9M 5K 359
mwouts
itables

Python DataFrames as Interactive DataTables

1.4M 959 62
pola-rs
polars-lts-cpu

Extremely fast Query Engine for DataFrames, written in Rust

722K 38K 3K
intake
awkward-pandas

For when your data won't fit in your dataframe

309K 50 6
pola-rs
polars-runtime-compat

Extremely fast Query Engine for DataFrames, written in Rust

150K 38K 3K
ploomber
jupysql

Better SQL in Jupyter. 📊

134K 847 85
pola-rs
polars-runtime-64

Extremely fast Query Engine for DataFrames, written in Rust

128K 38K 3K
quantco
dataframely

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

117K 587 16
pola-rs
polars-u64-idx

Extremely fast Query Engine for DataFrames, written in Rust

83K 38K 3K
data-apis
dataframe-api-compat

Extremely lightweight compatibility layer between pandas and Polars

70K 41 3
MarcoGorelli
polars-xdt

Polars plugin offering eXtra stuff for DateTimes

63K 234 8
business-science
pytimetk

Time series easier, faster, more fun. Pytimetk.

56K 960 84
pbs-data-solutions
prelude-parser

Parses XML files exported from Prelude EDC into Python dictionaries, classes, Pandas data frames, or Polars data frames

48K 0 1
filimoa
polars-h3

🌎 Polars H3 Geospatial Plugin

36K 123 1
Oreilles
polars-st

Geospatial extension for Polars DataFrames.

27K 175 10
Platob
ygg

Type-friendly utilities for moving data between Python objects, Arrow, Polars, Pandas, Spark, and Databricks

24K 3 1
georgypv
polars-coord-transforms

Polars plugin for coordinate transformation and more

17K 4 2
nmandery
h3ronpy

A data science toolkit for the H3 geospatial grid

16K 113 10
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