The Top 23 Python Dataframe Open Source Projects

Open source projects categorized as Python Dataframe

Categories > Control Flow > Dataframe

Categories > Programming Languages > Python

Polars ⭐ 24,900

Dataframes powered by a multithreaded, vectorized query engine, written in Rust

dependent packages 346total releases 328most recent commit a month ago

Modin ⭐ 9,275

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

dependent packages 25total releases 89most recent commit 3 months ago

Pygwalker ⭐ 8,698

PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis

dependent packages 3total releases 124most recent commit 3 months ago

Vaex ⭐ 8,161

Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

dependent packages 29total releases 69most recent commit a month ago

Cudf ⭐ 6,936

cuDF - GPU DataFrame Library

dependent packages 3total releases 31most recent commit 3 months ago

Datasciencepython ⭐ 4,776

common data analysis and machine learning tasks using python

most recent commit a year ago

Arrow Datafusion ⭐ 4,514

Apache Arrow DataFusion SQL Query Engine

dependent packages 59total releases 82most recent commit 3 months ago

Pandas Ta ⭐ 4,337

Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 130+ Indicators

dependent packages 48total releases 19most recent commit 3 months ago

Mimesis ⭐ 4,298

Mimesis is a powerful Python library that empowers developers to generate massive amounts of synthetic data efficiently.

dependent packages 32total releases 49most recent commit 3 days ago

Koalas ⭐ 3,291

Koalas: pandas API on Apache Spark

dependent packages 16total releases 47most recent commit 7 months ago

Pandera ⭐ 2,807

A light-weight, flexible, and expressive statistical data testing library

dependent packages 97total releases 79most recent commit 3 months ago

Pandas Datareader ⭐ 2,733

Extract data from a wide range of Internet sources into a pandas DataFrame.

dependent packages 152total releases 22most recent commit 6 months ago

Sklearn Pandas ⭐ 2,724

Pandas integration with sklearn

dependent packages 47total releases 27most recent commit 10 months ago

Sweetviz ⭐ 2,687

Visualize and compare datasets, target values and associations, with one line of code.

dependent packages 14total releases 35most recent commit 5 months ago

Mars ⭐ 2,664

Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

dependent packages 1total releases 118most recent commit 4 months ago

Swifter ⭐ 2,407

A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner

dependent packages 29total releases 86most recent commit 3 months ago

Sketch ⭐ 2,106

AI code-writing assistant that understands data content

dependent packages 2total releases 11most recent commit 3 months ago

Vincent ⭐ 2,054

A Python to Vega translator

dependent packages 5total releases 14most recent commit 7 years ago

Tabula Py ⭐ 1,986

Simple wrapper of tabula-java: extract table from PDF into pandas DataFrame

dependent packages 37total releases 50most recent commit 3 months ago

100 Pandas Puzzles ⭐ 1,977

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

most recent commit 9 months ago

Pandas Videos ⭐ 1,808

Jupyter notebook and datasets from the pandas Q&A video series

most recent commit 2 years ago

Finta ⭐ 1,677

Common financial technical indicators implemented in Pandas.

dependent packages 10total releases 19most recent commit 2 years ago

Connector X ⭐ 1,668

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

dependent packages 1total releases 16most recent commit 3 months ago

The 10 Most Depended On Python Dataframe Open Source Projects

Polars ⭐ 24,900

Dataframes powered by a multithreaded, vectorized query engine, written in Rust

dependent packages 346total releases 328latest release December 01, 2023most recent commit a month ago

Pandas Datareader ⭐ 2,733

Extract data from a wide range of Internet sources into a pandas DataFrame.

dependent packages 152total releases 22latest release July 13, 2021most recent commit 6 months ago

Pandera ⭐ 2,807

A light-weight, flexible, and expressive statistical data testing library

dependent packages 97total releases 79latest release December 08, 2023most recent commit 3 months ago

Hvplot ⭐ 883

A high-level plotting API for pandas, dask, xarray, and networkx built on HoloViews

dependent packages 82total releases 60latest release October 16, 2023most recent commit 3 months ago

Arrow Datafusion ⭐ 4,514

Apache Arrow DataFusion SQL Query Engine

dependent packages 59total releases 82latest release November 16, 2023most recent commit 3 months ago

Flatten ⭐ 508

Flatten JSON in Python

dependent packages 53total releases 11latest release October 27, 2023most recent commit 6 months ago

Pandas Ta ⭐ 4,337

Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 130+ Indicators

dependent packages 48total releases 19latest release July 28, 2021most recent commit 3 months ago

Sklearn Pandas ⭐ 2,724

Pandas integration with sklearn

dependent packages 47total releases 27latest release May 08, 2021most recent commit 10 months ago

Tabula Py ⭐ 1,986

Simple wrapper of tabula-java: extract table from PDF into pandas DataFrame

dependent packages 37total releases 50latest release November 20, 2023most recent commit 3 months ago

Quandl Python ⭐ 1,309

dependent packages 33total releases 62latest release November 11, 2021most recent commit 2 years ago

The 10 Latest Releases In Python Dataframe Open Source Projects

Pygwalker ⭐ 8,698

PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis

dependent packages 3total releases 124latest release December 10, 2023most recent commit 3 months ago

Technical ⭐ 663

Various indicators developed or collected for the Freqtrade

dependent packages 1total releases 9latest release December 09, 2023most recent commit 3 months ago

Pandera ⭐ 2,807

A light-weight, flexible, and expressive statistical data testing library

dependent packages 97total releases 79latest release December 08, 2023most recent commit 3 months ago

Snowpark Python ⭐ 215

Snowflake Snowpark Python API

dependent packages 22total releases 22latest release December 07, 2023most recent commit 3 months ago

pypi snowflake-snowpark-python} Downloads

Lumibot ⭐ 544

Backtesting and Trading Bots Made Easy for Crypto, Stocks, Options, Futures, FOREX and more

total releases 185latest release December 07, 2023most recent commit 3 months ago

Daft ⭐ 1,012

Distributed DataFrame for Python designed for the cloud, powered by Rust

dependent packages 3total releases 53latest release December 05, 2023most recent commit 3 months ago

Hamilton ⭐ 1,272

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

dependent packages 2total releases 116latest release December 05, 2023most recent commit 24 days ago

Riptable ⭐ 339

64bit multithreaded python data analytics tools for numpy arrays and datasets

total releases 91latest release December 01, 2023most recent commit 3 months ago

Polars ⭐ 24,900

Dataframes powered by a multithreaded, vectorized query engine, written in Rust

dependent packages 346total releases 328latest release December 01, 2023most recent commit a month ago

Sweetviz ⭐ 2,687

Visualize and compare datasets, target values and associations, with one line of code.

dependent packages 14total releases 35latest release November 29, 2023most recent commit 5 months ago

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