| [](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) |
|
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|  |
|
|
| 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. |
|
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|  |
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| 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. |
|
|