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DOC: apply suggestions from code review
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README.rst

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.. image:: doc/_static/logo2.png
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Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python.
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Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python.
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Check out our `home page <http://matplotlib.org/>`_ for more information.
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Check out our `home page <http://matplotlib.org/>`_ for more information.
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.. image:: doc/_static/readme_preview.png
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Matplotlib produces publication-quality figures in a variety of hardcopy formats
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and interactive environments across platforms. Matplotlib can be used in Python scripts,
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and interactive environments across platforms. Matplotlib can be used in Python scripts,
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the Python and IPython shell, web application servers, and various
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graphical user interface toolkits.
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**Note:** The master branch is Python 3 only. Python 2 support has been dropped.
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Install
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=======
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For installation instructions and requirements, see `INSTALL.rst <INSTALL.rst>`_ or the
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`install <http://matplotlib.org/users/installing.html>`_ documentation.
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`install <http://matplotlib.org/users/installing.html>`_ documentation.
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Test
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====
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After installation, launch the test suite::
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python -mpytest
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python -m pytest
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Read the `testing guide <https://matplotlib.org/devel/testing.html>`_ for more information and alternatives.
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Read the `testing guide <https://matplotlib.org/devel/testing.html>`_ for more information and alternatives.
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Contribute
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==========

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