pandas
======
**pandas** is a fast, powerful, flexible and easy to use open source data analysis and manipulation tool,
built on top of the [Python](https://www.python.org) programming language.
[Install pandas now!](getting_started.html)
##### Getting started
* [Install pandas](getting_started.html)
* [Getting started](docs/getting_started/index.html)
* [Try pandas online](try.html)
##### Documentation
* [User guide](docs/user_guide/index.html)
* [API reference](docs/reference/index.html)
* [Contributing to pandas](docs/development/index.html)
* [Release notes](docs/whatsnew/index.html)
##### Community
* [About pandas](about/index.html)
* [Ask a question](https://stackoverflow.com/questions/tagged/pandas)
* [Ecosystem](community/ecosystem.html)
##### With the support of:
[](https://numfocus.org/)
[](https://www.twosigma.com/)
[](https://voltrondata.com/)
[](https://www.coiled.io)
[](https://quansight.com/)
[](https://www.nvidia.com)
[](https://www.intel.com/)
[](https://tidelift.com)
[](https://chanzuckerberg.com/)
[](https://www.bodo.ai/)
The full list of companies supporting _pandas_ is available in the [sponsors page](about/sponsors.html).
#### Latest version: 2.2.3
* [What's new in 2.2.3](docs/whatsnew/v2.2.3.html)
* Release date:
Sep 20, 2024
* [Documentation (web)](docs/)
* [Download source code](https://github.com/pandas-dev/pandas/releases/download/v2.2.3/pandas-2.2.3.tar.gz)
#### Follow us
* [](https://t.me/s/pandas_dev)
* [](https://fosstodon.org/@pandas_dev)
* [](https://x.com/pandas_dev)
#### Recommended books
[](https://amzn.to/3DyLaJc)
[](https://store.metasnake.com/effective-pandas-book/lhte7)
#### Previous versions
* 2.1.4 (Dec 08, 2023)
[changelog](https://pandas.pydata.org/pandas-docs/stable/whatsnew/v2.1.4.html) | [docs](https://pandas.pydata.org/pandas-docs/version/2.1.4/) | [code](https://github.com/pandas-dev/pandas/releases/download/v2.1.4/pandas-2.1.4.tar.gz)
* 2.0.3 (Jun 28, 2023)
[changelog](https://pandas.pydata.org/pandas-docs/stable/whatsnew/v2.0.3.html) | [docs](https://pandas.pydata.org/pandas-docs/version/2.0.3/) | [code](https://github.com/pandas-dev/pandas/releases/download/v2.0.3/pandas-2.0.3.tar.gz)
* 1.5.3 (Jan 19, 2023)
[changelog](https://pandas.pydata.org/pandas-docs/stable/whatsnew/v1.5.3.html) | [docs](https://pandas.pydata.org/pandas-docs/version/1.5.3/) | [code](https://github.com/pandas-dev/pandas/releases/download/v1.5.3/pandas-1.5.3.tar.gz)
* 1.4.4 (Aug 31, 2022)
[changelog](https://pandas.pydata.org/pandas-docs/stable/whatsnew/v1.4.4.html) | [docs](https://pandas.pydata.org/pandas-docs/version/1.4.4/) | [code](https://github.com/pandas-dev/pandas/releases/download/v1.4.4/pandas-1.4.4.tar.gz)
[Show more](#show-more-releases)
* 1.3.5 (Dec 12, 2021)
[changelog](https://pandas.pydata.org/pandas-docs/stable/whatsnew/v1.3.5.html) | [docs](https://pandas.pydata.org/pandas-docs/version/1.3.5/) | [code](https://github.com/pandas-dev/pandas/releases/download/v1.3.5/pandas-1.3.5.tar.gz)