PyRank

Dataframe Python Packages

Python packages with the GitHub topic dataframe. Sorted by monthly downloads, with stars and forks.
pola-rs
polars

Extremely fast Query Engine for DataFrames, written in Rust

52.2M 40K 3K
pola-rs
polars-runtime-32

Extremely fast Query Engine for DataFrames, written in Rust

44.7M 40K 3K
snowflakedb
snowflake-snowpark-python

Snowflake Snowpark Python API

11.8M 341 158
lk-geimfari
mimesis

Mimesis is a Python library for generating fake but realistic data in multiple languages and locales.

1.9M 5K 365
sfu-db
connectorx

Fastest library to load data from DB to DataFrames in Rust and Python

1.7M 3K 227
graphframes
graphframes

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

1.6M 1K 275
graphframes
graphframes-py

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

1.6M 1K 275
modin-project
modin

Modin: Scale your Pandas workflows by changing a single line of code

1.1M 10K 677
databricks
koalas

Koalas: pandas API on Apache Spark

555K 3K 370
pola-rs
polars-lts-cpu

Extremely fast Query Engine for DataFrames, written in Rust

553K 40K 3K
quantco
dataframely

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

469K 618 21
debugger24
pyspark-test

Testing library for pyspark, inspired from pandas testing module but for pyspark, to help users write unit tests.

438K 21 5
pola-rs
polars-runtime-compat

Extremely fast Query Engine for DataFrames, written in Rust

283K 40K 3K
NVIDIA
libcudf-cu12

cuDF - GPU DataFrame Library

243K 10K 1K
NVIDIA
cudf-cu12

cuDF - GPU DataFrame Library

230K 10K 1K
NVIDIA
pylibcudf-cu12

cuDF - GPU DataFrame Library

227K 10K 1K
apache
sf-hamilton

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

209K 3K 220
Paradigmllc
gspread-pandas

Read and write Google Sheets as pandas DataFrames — column-matched appends, real dtypes, and layout detection for sheets that don't start at A1.

207K 414 55
pyjanitor-devs
pyjanitor

Clean APIs for data cleaning. Python implementation of R package Janitor

177K 1K 199
intake
awkward-pandas

For when your data won't fit in your dataframe

153K 52 6
skrub-data
skrub

Machine learning with dataframes

151K 2K 279
man-group
arcticdb

ArcticDB is a high performance, serverless DataFrame database built for the Python Data Science ecosystem.

148K 3K 225
apache
apache-hamilton

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

141K 3K 220
pola-rs
polars-runtime-64

Extremely fast Query Engine for DataFrames, written in Rust

136K 40K 3K