3838.. _Downloads : https://pepy.tech/project/matplotlib/month
3939
4040.. |NUMFocus | image :: https://img.shields.io/badge/powered%20by-NumFOCUS-orange.svg?style=flat&colorA=E1523D&colorB=007D8A
41- .. _NUMFocus : http ://www.numfocus.org
41+ .. _NUMFocus : https ://www.numfocus.org
4242
43- .. image :: doc/ _static/logo2.png
43+ .. image :: https://matplotlib.org/ _static/logo2.svg
4444
4545Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python.
4646
47- Check out our `home page <http ://matplotlib.org/ >`_ for more information.
47+ Check out our `home page <https ://matplotlib.org/ >`_ for more information.
4848
49- .. image :: doc /_static/readme_preview.png
49+ .. image :: https://matplotlib.org /_static/readme_preview.png
5050
5151Matplotlib produces publication-quality figures in a variety of hardcopy formats
5252and interactive environments across platforms. Matplotlib can be used in Python scripts,
@@ -58,7 +58,7 @@ Install
5858=======
5959
6060For installation instructions and requirements, see `INSTALL.rst <INSTALL.rst >`_ or the
61- `install <http ://matplotlib.org/users/installing.html >`_ documentation.
61+ `install <https ://matplotlib.org/users/installing.html >`_ documentation.
6262
6363Test
6464====
@@ -77,7 +77,7 @@ You've worked out a way to fix it – even better!
7777
7878You want to tell us about it – best of all!
7979
80- Start at the `contributing guide <http ://matplotlib.org/devdocs/devel/contributing.html >`_!
80+ Start at the `contributing guide <https ://matplotlib.org/devdocs/devel/contributing.html >`_!
8181
8282Contact
8383=======
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