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‎index.html‎

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<!DOCTYPE HTML>
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<html lang="en">
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<head>
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<meta charset="utf-8">
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<meta http-equiv="refresh" content="0;url=stable/index.html" />
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<link rel="canonical" href="https://matplotlib.org/stable/index.html" />
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</head>
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<body>
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<h1>
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The page been moved <a href="stable/index.html">here</a>!
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</h1>
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</body>
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<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
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"http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
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<html xmlns="http://www.w3.org/1999/xhtml">
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<head>
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<meta http-equiv="X-UA-Compatible" content="IE=Edge" />
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<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<title>Matplotlib: Python plotting &#8212; Matplotlib 3.4.0 documentation</title>
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<link rel="stylesheet" href="_static/mpl.css?v3.4.0-2-gcb03754703" type="text/css" />
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<link rel="stylesheet" href="_static/pygments.css" type="text/css" />
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<link rel="stylesheet" type="text/css" href="_static/graphviz.css" />
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<link rel="stylesheet" type="text/css" href="_static/plot_directive.css" />
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<link rel="stylesheet" type="text/css" href="_static/copybutton.css" />
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<link rel="stylesheet" type="text/css" href="_static/gallery.css" />
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<link rel="stylesheet" type="text/css" href="_static/gallery-binder.css" />
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<link rel="stylesheet" type="text/css" href="_static/gallery-dataframe.css" />
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<script id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script>
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<script src="_static/jquery.js"></script>
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<script src="_static/underscore.js"></script>
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<script src="_static/doctools.js"></script>
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<script src="_static/language_data.js"></script>
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<script src="_static/clipboard.min.js"></script>
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<script src="_static/copybutton.js"></script>
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<script async="async" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.7/latest.js?config=TeX-AMS-MML_HTMLorMML"></script>
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<link rel="search" type="application/opensearchdescription+xml"
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title="Search within Matplotlib 3.4.0 documentation"
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href="_static/opensearch.xml"/>
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<link rel="shortcut icon" href="_static/favicon.ico"/>
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<link rel="index" title="Index" href="genindex.html" />
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<link rel="search" title="Search" href="search.html" />
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<link rel="top" title="Matplotlib 3.4.0 documentation" href="#" />
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<link rel="canonical" href="https://matplotlib.org/stable/index.html" />
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<link rel="stylesheet" href="_static/custom.css" type="text/css" />
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<meta name="viewport" content="width=device-width, initial-scale=0.9, maximum-scale=0.9" />
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</head><body>
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<!--
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<div id="annc-banner">
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</div>
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-->
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<div style="background-color: white; text-align: left; padding: 10px 10px 15px 15px; position: relative;">
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<a href="stable/index.html">
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<div style="float: left; position: absolute; width: 496px; bottom: 0; padding-bottom: 24px"><span style="float: right; color: #789; background: white">Version 3.4.0</span></div>
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<img src="_static/logo2_compressed.svg" height="125px" border="0" alt="matplotlib"/></a>
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<!-- The "Fork me on github" ribbon -->
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<div id="forkongithub"><a href="https://github.com/matplotlib/matplotlib">Fork me on GitHub</a></div>
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</div>
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<nav class="main-nav">
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<ul>
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<li><a href="stable/users/installing.html">Installation</a></li>
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<li><a href="stable/contents.html">Documentation</a></li>
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<li><a href="stable/gallery/index.html">Examples</a></li>
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<li><a href="stable/tutorials/index.html">Tutorials</a></li>
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<li><a href="stable/devel/index.html">Contributing</a></li>
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<li class="nav-right">
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<form class="search" action="stable/search.html" method="get">
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<input type="text" name="q" aria-labelledby="searchlabel" placeholder="Search"/>
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</form>
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</li>
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</ul>
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</nav>
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<div class="related" role="navigation" aria-label="related navigation">
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<h3>Navigation</h3>
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<ul>
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<li class="right" style="margin-right: 10px">
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<a href="stable/genindex.html" title="General Index"
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accesskey="I">index</a></li>
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<li class="right" >
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<a href="stable/py-modindex.html" title="Python Module Index"
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>modules</a> |</li>
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<li><a href="stable/index.html">home</a>|&nbsp;</li>
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<li><a href="stable/contents.html">contents</a> &raquo;</li>
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<li class="nav-item nav-item-this"><a href="stable/index.html">Matplotlib: Python plotting</a></li>
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</ul>
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</div>
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<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
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<div class="sphinxsidebarwrapper"><div class="sidebar-versions">
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<script>
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function getSnippet(id, url) {
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var req = false;
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// For Safari, Firefox, and other non-MS browsers
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if (window.XMLHttpRequest) {
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try {
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req = new XMLHttpRequest();
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} catch (e) {
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req = false;
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}
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} else if (window.ActiveXObject) {
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// For Internet Explorer on Windows
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try {
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req = new ActiveXObject("Msxml2.XMLHTTP");
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} catch (e) {
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try {
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req = new ActiveXObject("Microsoft.XMLHTTP");
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} catch (e) {
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req = false;
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}
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}
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}
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var element = document.querySelector(".sidebar-versions");
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if (req) {
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// Synchronous request, wait till we have it all
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req.open('GET', url, false);
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req.send(null);
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if (req.status == 200) {
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element.innerHTML = req.responseText;
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} else {
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element.innerHTML = "<mark>Could not find Snippet to insert at " + url + "</mark>"
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}
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}
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}
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getSnippet('other_versions', '/versions.html');
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</script>
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</div>
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<div class="sphinxsidebarwrapper">
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<h3>Matplotlib cheatsheets</h3>
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<a href="https://github.com/matplotlib/cheatsheets#cheatsheets">
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<img src="stable/_static/mpl_cheatsheet1.png"
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alt="Matplotlib cheatsheets"
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srcset="stable/_static/mpl_cheatsheet1.png 1x, stable/_static/mpl_cheatsheet1_2x.png 2x"/>
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</a>
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</div>
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<div id="sidebar-donations">
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<a href="https://numfocus.org/donate-to-matplotlib" target="_blank"> <span class="mpl-button donate_button" >Support Matplotlib</span></a>
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</div>
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</div>
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</div>
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<div class="document">
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<div class="documentwrapper">
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<div class="bodywrapper">
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<div class="body" role="main">
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<div class="section" id="matplotlib-visualization-with-python">
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<h1>Matplotlib: Visualization with Python<a class="headerlink" href="stable/#matplotlib-visualization-with-python" title="Permalink to this headline"></a></h1>
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<p>Matplotlib is a comprehensive library for creating static, animated,
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and interactive visualizations in Python.</p>
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<div class="responsive_screenshots">
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<a href="stable/tutorials/introductory/sample_plots.html">
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<div class="responsive_subfig">
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<img align="middle" src="_images/sphx_glr_membrane_thumb.png"
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border="0" alt="screenshots"/>
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</div>
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<div class="responsive_subfig">
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<img align="middle" src="_images/sphx_glr_histogram_thumb.png"
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border="0" alt="screenshots"/>
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</div>
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<div class="responsive_subfig">
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<img align="middle" src="_images/sphx_glr_contour_thumb.png"
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border="0" alt="screenshots"/>
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</div>
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<div class="responsive_subfig">
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<img align="middle" src="_images/sphx_glr_3D_thumb.png"
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border="0" alt="screenshots"/>
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</div>
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</a>
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</div>
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<span class="clear_screenshots"></span><p>Matplotlib makes easy things easy and hard things possible.</p>
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<div class="bullet-box-container docutils container">
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<div class="bullet-box docutils container">
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<p>Create</p>
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<ul class="simple">
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<li>Develop <a class="reference external" href="stable/gallery/index.html">publication quality plots</a> with just a few lines of code</li>
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<li>Use <a class="reference external" href="stable/gallery/index.html#event-handling">interactive figures</a> that can zoom, pan, update...</li>
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</ul>
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</div>
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<div class="bullet-box docutils container">
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<p>Customize</p>
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<ul class="simple">
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<li><a class="reference external" href="stable/tutorials/index.html#tutorials">Take full control</a> of line styles, font properties, axes properties...</li>
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<li><a class="reference external" href="stable/api/index_backend_api.html">Export and embed</a> to a number of file formats and interactive environments</li>
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</ul>
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</div>
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<div class="bullet-box docutils container">
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<p>Extend</p>
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<ul class="simple">
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<li>Explore tailored functionality provided by
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<a class="reference internal" href="stable/thirdpartypackages/index.html"><span class="doc">third party packages</span></a></li>
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<li>Learn more about Matplotlib through the many
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<a class="reference internal" href="stable/resources/index.html"><span class="doc">external learning resources</span></a></li>
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</ul>
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</div>
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</div>
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<div class="section" id="documentation">
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<h2>Documentation<a class="headerlink" href="stable/#documentation" title="Permalink to this headline"></a></h2>
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<p>To get started, read the <a class="reference internal" href="stable/users/index.html"><span class="doc">User's Guide</span></a>.</p>
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<p>Trying to learn how to do a particular kind of plot? Check out the
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<a class="reference internal" href="stable/gallery/index.html"><span class="doc">examples gallery</span></a> or the <a class="reference internal" href="stable/api/pyplot_summary.html"><span class="doc">list of plotting commands</span></a>.</p>
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</div>
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<div class="section" id="join-our-community">
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<h2>Join our community!<a class="headerlink" href="stable/#join-our-community" title="Permalink to this headline"></a></h2>
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<p>Matplotlib is a welcoming, inclusive project, and everyone within the community
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is expected to abide by our <a class="reference external" href="../CODE_OF_CONDUCT.md">code of conduct</a>.</p>
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<h3>Get help</h3>
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<div class="box">
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<div class="box-item">
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<img src="_static/fa/discourse-brands.svg" alt="Discourse">
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<p>Join our community at <a href="https://discourse.matplotlib.org">discourse.matplotlib.org</a>
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to get help, discuss contributing &amp; development, and share your work.</p>
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</div>
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<div class="box-item">
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<img src="_static/fa/question-circle-regular.svg" alt="Questions">
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<p>If you have questions, be sure to check the <a href="stable/faq/index.html">FAQ</a>,
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the <a href="stable/api/index.html">API</a> docs. The full text
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<a href="stable/search.html">search</a> is a good way to discover the docs including the many examples.</p>
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</div>
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<div class="box-item">
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<img src="_static/fa/stack-overflow-brands.svg" alt="Stackoverflow">
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<p>Check out the Matplotlib tag on <a href="https://stackoverflow.com/questions/tagged/matplotlib">stackoverflow</a>.</p>
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</div>
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<div class="box-item">
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<img src="_static/fa/gitter-brands.svg" alt="Gitter">
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<p>Short questions may be posted on the <a href="https://gitter.im/matplotlib/matplotlib">gitter channel</a>.</p>
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</div>
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</div>
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<hr class='box-sep'>
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<h3>News</h3>
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<div class="box">
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<div class="box-item">
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<img src="_static/fa/plus-square-regular.svg" alt="News">
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<p>To keep up to date with what's going on in Matplotlib, see the
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<a href="stable/users/whats_new.html">what's new</a> page or browse the
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<a href="https://github.com/matplotlib/matplotlib">source code</a>. Anything that could
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require changes to your existing code is logged in the
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<a href="stable/api/api_changes.html">API changes</a> file.</p>
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</div>
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<div class="box-item">
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<img src="_static/fa/hashtag-solid.svg" alt="Social media">
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<ul>
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<li>Tweet us at <a href="https://twitter.com/matplotlib">@matplotlib</a>!</li>
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<li>See cool plots on <a href="https://www.instagram.com/matplotart/">@matplotart</a> Instagram!</li>
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<li>Check out our <a href="https://matplotlib.org/matplotblog/">Blog</a>!</li>
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</ul>
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</div>
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</div>
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<hr class='box-sep'>
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<h3>Development</h3>
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<div class="box">
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<div class="box-item">
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<img src="_static/fa/github-brands.svg" alt="Github">
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<p>Matplotlib is hosted on <a href="https://github.com/matplotlib/matplotlib">GitHub</a>.</p>
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<ul>
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<li>File bugs and feature requests on the <a href="https://github.com/matplotlib/matplotlib/issues">issue tracker</a>.</li>
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<li><a href="https://github.com/matplotlib/matplotlib/pulls">Pull requests</a> are always welcome.</li>
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</ul>
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<p>It is a good idea to ping us on <a href="https://discourse.matplotlib.org">Discourse</a> as well.</p>
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</div>
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<div class="box-item">
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<img src="_static/fa/envelope-regular.svg" alt="Mailing lists">
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<p>Mailing lists</p>
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<ul>
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<li><a href="https://mail.python.org/mailman/listinfo/matplotlib-users">matplotlib-users</a> for usage questions</li>
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<li><a href="https://mail.python.org/mailman/listinfo/matplotlib-devel">matplotlib-devel</a> for development</li>
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<li><a href="https://mail.python.org/mailman/listinfo/matplotlib-announce">matplotlib-announce</a> for project announcements</li>
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</ul>
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</div>
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</div><div class="section" id="toolkits">
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<h3>Toolkits<a class="headerlink" href="stable/#toolkits" title="Permalink to this headline"></a></h3>
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<p>Matplotlib ships with several add-on <a class="reference internal" href="stable/api/toolkits/index.html"><span class="doc">toolkits</span></a>,
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including 3D plotting with <a class="reference internal" href="stable/api/toolkits/mplot3d.html#module-mpl_toolkits.mplot3d" title="mpl_toolkits.mplot3d"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mplot3d</span></code></a>, axes helpers in <a class="reference internal" href="stable/api/toolkits/axes_grid1.html#module-mpl_toolkits.axes_grid1" title="mpl_toolkits.axes_grid1"><code class="xref py py-obj docutils literal notranslate"><span class="pre">axes_grid1</span></code></a> and axis
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helpers in <a class="reference internal" href="stable/api/toolkits/axisartist.html#module-mpl_toolkits.axisartist" title="mpl_toolkits.axisartist"><code class="xref py py-obj docutils literal notranslate"><span class="pre">axisartist</span></code></a>.</p>
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</div>
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<div class="section" id="third-party-packages">
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<h3>Third party packages<a class="headerlink" href="stable/#third-party-packages" title="Permalink to this headline"></a></h3>
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<p>A large number of <a class="reference internal" href="stable/thirdpartypackages/index.html"><span class="doc">third party packages</span></a>
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extend and build on Matplotlib functionality, including several higher-level
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plotting interfaces (<a class="reference external" href="https://seaborn.pydata.org">seaborn</a>, <a class="reference external" href="https://holoviews.org">HoloViews</a>, <a class="reference external" href="http://ggplot.yhathq.com">ggplot</a>, ...), and a projection
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and mapping toolkit (<a class="reference external" href="https://scitools.org.uk/cartopy/docs/latest">Cartopy</a>).</p>
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</div>
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<div class="section" id="citing-matplotlib">
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<h3>Citing Matplotlib<a class="headerlink" href="stable/#citing-matplotlib" title="Permalink to this headline"></a></h3>
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<p>Matplotlib is the brainchild of John Hunter (1968-2012), who, along with its
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many contributors, have put an immeasurable amount of time and effort into
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producing a piece of software utilized by thousands of scientists worldwide.</p>
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<p>If Matplotlib contributes to a project that leads to a scientific publication,
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please acknowledge this work by citing the project. A <a class="reference internal" href="stable/citing.html"><span class="doc">ready-made citation
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entry</span></a> is available.</p>
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</div>
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<div class="section" id="open-source">
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<h3>Open source<a class="headerlink" href="stable/#open-source" title="Permalink to this headline"></a></h3>
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<a href="https://numfocus.org/">
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<img src="_static/numfocus_badge.png"
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alt="A Fiscally Sponsored Project of NUMFocus"
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style="float:right; margin-left:20px" />
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</a><p>Matplotlib is a Sponsored Project of NumFOCUS, a 501(c)(3) nonprofit
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charity in the United States. NumFOCUS provides Matplotlib with
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fiscal, legal, and administrative support to help ensure the health
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and sustainability of the project. Visit <a class="reference external" href="https://numfocus.org">numfocus.org</a> for more
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information.</p>
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<p>Donations to Matplotlib are managed by NumFOCUS. For donors in the
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United States, your gift is tax-deductible to the extent provided by
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law. As with any donation, you should consult with your tax adviser
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about your particular tax situation.</p>
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<p>Please consider <a class="reference external" href="https://numfocus.org/donate-to-matplotlib">donating to the Matplotlib project</a> through
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the NumFOCUS organization or to the <a class="reference external" href="https://numfocus.org/programs/john-hunter-technology-fellowship/">John Hunter Technology Fellowship</a>.</p>
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<p>The <a class="reference internal" href="stable/users/license.html"><span class="doc">Matplotlib license</span></a> is based on the <a class="reference external" href="https://www.python.org/psf/license">Python Software
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Foundation (PSF) license</a>.</p>
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<p>There is an active developer community and a long list of people who have made
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significant <a class="reference internal" href="stable/users/credits.html"><span class="doc">contributions</span></a>.</p>
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</div>
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&copy; Copyright 2002 - 2012 John Hunter, Darren Dale, Eric Firing, Michael Droettboom and the Matplotlib development team; 2012 - 2021 The Matplotlib development team.
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<br />
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Last updated on Mar 26, 2021.
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Created using
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<a href="http://sphinx-doc.org/">Sphinx</a> 3.2.1.
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Doc version v3.4.0-2-gcb03754703.
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