The Top 23 Dataframe Open Source Projects

Open source projects categorized as Dataframe

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Polars ⭐ 21,943

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

dependent packages 346total releases 328most recent commit 17 hours ago

Modin ⭐ 9,166

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

dependent packages 25total releases 89most recent commit 16 hours ago

Vaex ⭐ 8,038

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

Pygwalker ⭐ 8,005

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

dependent packages 3total releases 121most recent commit 3 days ago

Cudf ⭐ 6,651

cuDF - GPU DataFrame Library

dependent packages 3total releases 31most recent commit 2 days ago

Smile ⭐ 5,833

Statistical Machine Intelligence & Learning Engine

dependent packages 35total releases 33most recent commit a month ago

Datasciencepython ⭐ 4,776

common data analysis and machine learning tasks using python

most recent commit 7 months ago

Danfojs ⭐ 4,416

Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.

dependent packages 13total releases 37most recent commit 2 months ago

Arrow Datafusion ⭐ 4,300

Apache Arrow DataFusion SQL Query Engine

dependent packages 59total releases 82most recent commit 16 hours ago

Pandas Ta ⭐ 4,226

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

dependent packages 48total releases 19most recent commit 2 days ago

Mimesis ⭐ 4,117

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

dependent packages 32total releases 49most recent commit 2 days ago

Tablesaw ⭐ 3,328

Java dataframe and visualization library

dependent packages 24total releases 78most recent commit 2 months ago

Koalas ⭐ 3,291

Koalas: pandas API on Apache Spark

dependent packages 16total releases 47most recent commit 2 months ago

Pandasgui ⭐ 3,057

A GUI for Pandas DataFrames

dependent packages 4total releases 44most recent commit 8 days 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 a month ago

Sklearn Pandas ⭐ 2,724

Pandas integration with sklearn

dependent packages 47total releases 27most recent commit 6 months ago

Pandera ⭐ 2,695

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

dependent packages 95total releases 77most recent commit 5 days 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 days ago

Mars ⭐ 2,653

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 a month ago

Swifter ⭐ 2,311

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 4 months ago

Ballista ⭐ 2,244

Distributed compute platform implemented in Rust, and powered by Apache Arrow.

dependent packages 13total releases 4most recent commit 3 years ago

Dataframe ⭐ 2,068

C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage

most recent commit 2 days ago

Vincent ⭐ 2,054

A Python to Vega translator

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

The 10 Most Depended On Dataframe Open Source Projects

Tibble ⭐ 623

A modern re-imagining of the data frame

dependent packages 2,344total releases 32latest release March 20, 2023most recent commit 23 days ago

Polars ⭐ 21,943

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

dependent packages 346total releases 328latest release December 01, 2023most recent commit 17 hours 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 a month ago

Pandera ⭐ 2,695

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

dependent packages 95total releases 77latest release September 30, 2023most recent commit 5 days ago

Hvplot ⭐ 822

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 19 days ago

Arrow Datafusion ⭐ 4,300

Apache Arrow DataFusion SQL Query Engine

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

Flatten ⭐ 508

Flatten JSON in Python

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

Pandas Ta ⭐ 4,226

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 2 days ago

Sklearn Pandas ⭐ 2,724

Pandas integration with sklearn

dependent packages 47total releases 27latest release May 08, 2021most recent commit 6 months ago

Spark Avro ⭐ 535

Avro Data Source for Apache Spark

dependent packages 38total releases 8latest release October 30, 2017most recent commit 5 years ago

The 10 Latest Releases In Dataframe Open Source Projects

Kotlin Jupyter ⭐ 984

Kotlin kernel for Jupyter/IPython

dependent packages 7total releases 527latest release December 02, 2023most recent commit 9 days ago

Polars ⭐ 21,943

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

dependent packages 346total releases 328latest release December 01, 2023most recent commit 17 hours ago

Lumibot ⭐ 487

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

total releases 183latest release December 01, 2023most recent commit 3 days ago

Pygwalker ⭐ 8,005

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

dependent packages 3total releases 121latest release December 01, 2023most recent commit 3 days ago

Explorer ⭐ 876

Series (one-dimensional) and dataframes (two-dimensional) for fast and elegant data exploration in Elixir

dependent packages 10total releases 19latest release November 30, 2023most recent commit 18 hours 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 days ago

Daft ⭐ 933

The Python DataFrame for Complex Data

dependent packages 3total releases 52latest release November 29, 2023most recent commit a day ago

Hamilton ⭐ 1,058

Your single tool to express data, ML, and LLM pipelines with simple python functions. Runs anywhere that python runs, E.G. spark, airflow, jupyter, fastapi, etc. Incrementally adoptable. Use Hamilton to build testable, reusable, and self-documenting dataflows with lineage and metadata out of the box.

dependent packages 2total releases 115latest release November 28, 2023most recent commit a day ago

Dataframe ⭐ 602

Structured data processing in Kotlin

dependent packages 9total releases 219latest release November 27, 2023most recent commit 3 days ago

Peroxide ⭐ 418

Rust numeric library with R, MATLAB & Python syntax

dependent packages 5total releases 207latest release November 25, 2023most recent commit 9 days ago

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