[](https://pypi.org/project/matplotlib/)
[](https://anaconda.org/conda-forge/matplotlib)
[](https://pypi.org/project/matplotlib)
[](https://numfocus.org)
[](https://discourse.matplotlib.org)
[](https://gitter.im/matplotlib/matplotlib)
[](https://github.com/matplotlib/matplotlib/issues)
[](https://matplotlib.org/stable/devel/index.html)
[](https://github.com/matplotlib/matplotlib/actions?query=workflow%3ATests)
[](https://dev.azure.com/matplotlib/matplotlib/_build/latest?definitionId=1&branchName=main)
[](https://ci.appveyor.com/project/matplotlib/matplotlib)
[](https://app.codecov.io/gh/matplotlib/matplotlib)
Matplotlib is a comprehensive library for creating static, animated, and
interactive visualizations in Python.
Check out our [home page](https://matplotlib.org/) for more information.
Matplotlib produces publication-quality figures in a variety of hardcopy
formats and interactive environments across platforms. Matplotlib can be
used in Python scripts, Python/IPython shells, web application servers,
and various graphical user interface toolkits.
## Install
See the [install
documentation](https://matplotlib.org/stable/users/installing/index.html),
which is generated from `/doc/users/installing/index.rst`
## Contribute
You've discovered a bug or something else you want to change — excellent!
You've worked out a way to fix it — even better!
You want to tell us about it — best of all!
Start at the [contributing
guide](https://matplotlib.org/devdocs/devel/contributing.html)!
## Contact
[Discourse](https://discourse.matplotlib.org/) is the discussion forum
for general questions and discussions and our recommended starting
point.
Our active mailing lists (which are mirrored on Discourse) are:
- [Users](https://mail.python.org/mailman/listinfo/matplotlib-users)
mailing list: <matplotlib-users@python.org>
- [Announcement](https://mail.python.org/mailman/listinfo/matplotlib-announce)
mailing list: <matplotlib-announce@python.org>
- [Development](https://mail.python.org/mailman/listinfo/matplotlib-devel)
mailing list: <matplotlib-devel@python.org>
[Gitter](https://gitter.im/matplotlib/matplotlib) is for coordinating
development and asking questions directly related to contributing to
matplotlib.
## Citing Matplotlib
If Matplotlib contributes to a project that leads to publication, please
acknowledge this by citing Matplotlib.
[A ready-made citation
entry](https://matplotlib.org/stable/users/project/citing.html) is
available.
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