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<h1 id="firstHeading" class="firstHeading mw-first-heading"><span class="mw-page-title-main">Matplotlib</span></h1>
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<div id="mw-content-text" class="mw-body-content mw-content-ltr" lang="de" dir="ltr"><div class="mw-content-ltr mw-parser-output" lang="de" dir="ltr"><table class="float-right infobox toccolours toptextcells" style="border-spacing:5px; font-size:90%; text-align:left; width:21em;">
<tbody><tr>
<th colspan="2" class="hintergrundfarbe6" style="font-size:105%; text-align:center;">Matplotlib
<p class="mw-empty-elt">
</p>
</th></tr>
<tr>
<td colspan="2" style="text-align:center;"><span typeof="mw:File"></span>
</td></tr>
<tr>
<td colspan="2" style="text-align:center;"><br> Eine Zusammenstellung aus fertigen Graphen und dem dazugehörigen Programmcode.
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<tr>
<th colspan="2" class="hintergrundfarbe5" style="font-size:105%; text-align:center;">Basisdaten
<p class="mw-empty-elt">
</p>
</th></tr>
<tr>
<td><b><a href="Softwareentwickler" title="Softwareentwickler">Entwickler</a></b>
</td>
<td><span class="wikidata-content">John D. Hunter</span>
</td></tr>
<tr>
<td><b>Erscheinungsjahr</b>
</td>
<td><span class="wikidata-content">2003<sup id="cite_ref-_cd7ced047441b244_1-0" class="reference"><a href="#cite_note-_cd7ced047441b244-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup></span>
</td></tr>
<tr>
<td><b>Aktuelle <a href="Version_(Software)" title="Version (Software)">Version</a></b>
</td>
<td><span class="wikidata-content">3.10.8<sup id="cite_ref-_e4e196d821d81b7d_2-0" class="reference"><a href="#cite_note-_e4e196d821d81b7d-2"><span class="cite-bracket">[</span>2<span class="cite-bracket">]</span></a></sup></span> <br> (<span class="wikidata-content">13. November 2025</span>)
</td></tr>
<tr>
<td><b><a href="Betriebssystem" title="Betriebssystem">Betriebssystem</a></b>
</td>
<td><a href="Plattformunabh%C3%A4ngigkeit" title="Plattformunabhängigkeit">plattformunabhängig</a>
</td></tr>
<tr>
<td><b><a href="Programmiersprache" title="Programmiersprache">Programmiersprache</a></b>
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<td><a href="Python_(Programmiersprache)" title="Python (Programmiersprache)">Python</a>
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<td><b>Kategorie</b>
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<td><a href="Programmbibliothek" title="Programmbibliothek">Programmbibliothek</a>
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<tr>
<td><b>Lizenz</b>
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<td><a rel="nofollow" class="external text" href="https://matplotlib.org/stable/users/project/license.html">Matplotlib-Lizenz</a>
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<td class="hintergrundfarbe5" colspan="2" style="text-align:center;"><a rel="nofollow" class="external text" href="https://matplotlib.org/">matplotlib.org</a>
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<p><b>Matplotlib</b> ist eine <a href="Programmbibliothek" title="Programmbibliothek">Programmbibliothek</a> für die Programmiersprache <a href="Python_(Programmiersprache)" title="Python (Programmiersprache)">Python</a>, die es erlaubt, mathematische Darstellungen aller Art anzufertigen.
</p>
<div class="mw-heading mw-heading2"><h2 id="Beschreibung">Beschreibung</h2></div>
<p>Matplotlib kann mit Python 2.x (bis Matplotlib 2.2.x) und 3.x verwendet werden und funktioniert auf allen gängigen <a href="Betriebssystem" title="Betriebssystem">Betriebssystemen</a>. Dabei wird eine Python-ähnliche <a href="Objektorientierung" title="Objektorientierung">objektorientierte</a> Schnittstelle verwendet. Nach dem Importieren der Bibliothek kann man graphische Darstellungen mithilfe der Python-Konsole erzeugen. Man kann jedoch auch Matplotlib in bestehende Python-Programme integrieren. Dazu verwendet Matplotlib Anbindungen zu <a href="Grafische_Benutzeroberfl%C3%A4che" title="Grafische Benutzeroberfläche">GUI</a>-Bibliotheken wie <a href="GTK%2B" class="mw-redirect" title="GTK+">GTK+</a>, <a href="Qt_(Bibliothek)" title="Qt (Bibliothek)">Qt</a>, <a href="WxWidgets" title="WxWidgets">wxWidgets</a> und <a href="Tk_(Toolkit)" title="Tk (Toolkit)">Tk</a>. Die Grafiken können in einer Vielzahl von Formaten erstellt werden, z. B.: <a href="Scalable_Vector_Graphics" title="Scalable Vector Graphics">SVG</a>, <a href="Portable_Network_Graphics" title="Portable Network Graphics">PNG</a>, <a href="Anti-Grain_Geometry" title="Anti-Grain Geometry">Anti-Grain Geometry</a>, <a href="Encapsulated_PostScript" title="Encapsulated PostScript">EPS</a>, <a href="Portable_Document_Format" title="Portable Document Format">PDF</a>.
</p>
<div class="mw-heading mw-heading2"><h2 id="Entwicklung">Entwicklung</h2></div>
<p>Die erste Version von Matplotlib wurde von John D. Hunter in den Jahren 2002 und 2003 entwickelt.<sup id="cite_ref-Hunter_3-0" class="reference"><a href="#cite_note-Hunter-3"><span class="cite-bracket">[</span>3<span class="cite-bracket">]</span></a></sup> Gleich zu Beginn war es als <a href="Freie_Software" title="Freie Software">freie</a> <a href="Open_Source" title="Open Source">Open-Source</a>-Bibliothek gedacht. Heute wird die Entwicklung auf <a href="GitHub" title="GitHub">GitHub</a> von vielen Personen vorangetrieben.<sup id="cite_ref-credits_4-0" class="reference"><a href="#cite_note-credits-4"><span class="cite-bracket">[</span>4<span class="cite-bracket">]</span></a></sup>
</p>
<div class="mw-heading mw-heading2"><h2 id="Beispiele">Beispiele</h2></div>
<p><b>Kurven</b>
</p>
<div class="mw-highlight mw-highlight-lang-python mw-content-ltr" dir="ltr"><pre><span></span><span class="o">>>></span> <span class="kn">import</span><span class="w"> </span><span class="nn">matplotlib.pyplot</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="nn">plt</span>
<span class="o">>>></span> <span class="kn">import</span><span class="w"> </span><span class="nn">numpy</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="nn">np</span>
<span class="o">>>></span> <span class="n">a</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">8</span><span class="p">,</span> <span class="mi">501</span><span class="p">)</span>
<span class="o">>>></span> <span class="n">b</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">exp</span><span class="p">(</span><span class="o">-</span><span class="n">a</span><span class="p">)</span>
<span class="o">>>></span> <span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">)</span>
<span class="o">>>></span> <span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>
<p><b>Histogramm</b>
</p>
<div class="mw-highlight mw-highlight-lang-python mw-content-ltr" dir="ltr"><pre><span></span><span class="o">>>></span> <span class="kn">import</span><span class="w"> </span><span class="nn">matplotlib.pyplot</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="nn">plt</span>
<span class="o">>>></span> <span class="kn">from</span><span class="w"> </span><span class="nn">numpy.random</span><span class="w"> </span><span class="kn">import</span> <span class="n">normal</span><span class="p">,</span><span class="n">rand</span>
<span class="o">>>></span> <span class="n">x</span> <span class="o">=</span> <span class="n">normal</span><span class="p">(</span><span class="n">size</span><span class="o">=</span><span class="mi">200</span><span class="p">)</span>
<span class="o">>>></span> <span class="n">plt</span><span class="o">.</span><span class="n">hist</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">bins</span><span class="o">=</span><span class="mi">30</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s1">'black'</span><span class="p">)</span>
<span class="o">>>></span> <span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>
<p><b>Streudiagramm</b>
</p>
<div class="mw-highlight mw-highlight-lang-python mw-content-ltr" dir="ltr"><pre><span></span><span class="o">>>></span> <span class="kn">import</span><span class="w"> </span><span class="nn">matplotlib.pyplot</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="nn">plt</span>
<span class="o">>>></span> <span class="kn">from</span><span class="w"> </span><span class="nn">numpy.random</span><span class="w"> </span><span class="kn">import</span> <span class="n">rand</span>
<span class="o">>>></span> <span class="n">a</span> <span class="o">=</span> <span class="n">rand</span><span class="p">(</span><span class="mi">100</span><span class="p">)</span>
<span class="o">>>></span> <span class="n">b</span> <span class="o">=</span> <span class="n">rand</span><span class="p">(</span><span class="mi">100</span><span class="p">)</span>
<span class="o">>>></span> <span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s1">'black'</span><span class="p">)</span>
<span class="o">>>></span> <span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>
<p><b>3D-Plot</b>
</p>
<div class="mw-highlight mw-highlight-lang-python mw-content-ltr" dir="ltr"><pre><span></span><span class="o">>>></span> <span class="kn">from</span><span class="w"> </span><span class="nn">matplotlib</span><span class="w"> </span><span class="kn">import</span> <span class="n">cm</span>
<span class="o">>>></span> <span class="kn">from</span><span class="w"> </span><span class="nn">mpl_toolkits.mplot3d</span><span class="w"> </span><span class="kn">import</span> <span class="n">Axes3D</span>
<span class="o">>>></span> <span class="kn">import</span><span class="w"> </span><span class="nn">matplotlib.pyplot</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="nn">plt</span>
<span class="o">>>></span> <span class="kn">import</span><span class="w"> </span><span class="nn">numpy</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="nn">np</span>
<span class="o">>>></span> <span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">()</span>
<span class="o">>>></span> <span class="n">ax</span> <span class="o">=</span> <span class="n">fig</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="n">projection</span><span class="o">=</span><span class="s1">'3d'</span><span class="p">)</span>
<span class="o">>>></span> <span class="n">X</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="o">-</span><span class="mi">5</span><span class="p">,</span> <span class="mi">5</span><span class="p">,</span> <span class="mf">0.25</span><span class="p">)</span>
<span class="o">>>></span> <span class="n">Y</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="o">-</span><span class="mi">5</span><span class="p">,</span> <span class="mi">5</span><span class="p">,</span> <span class="mf">0.25</span><span class="p">)</span>
<span class="o">>>></span> <span class="n">X</span><span class="p">,</span> <span class="n">Y</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">meshgrid</span><span class="p">(</span><span class="n">X</span><span class="p">,</span> <span class="n">Y</span><span class="p">)</span>
<span class="o">>>></span> <span class="n">R</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="n">X</span><span class="o">**</span><span class="mi">2</span> <span class="o">+</span> <span class="n">Y</span><span class="o">**</span><span class="mi">2</span><span class="p">)</span>
<span class="o">>>></span> <span class="n">Z</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">sin</span><span class="p">(</span><span class="n">R</span><span class="p">)</span>
<span class="o">>>></span> <span class="n">surf</span> <span class="o">=</span> <span class="n">ax</span><span class="o">.</span><span class="n">plot_surface</span><span class="p">(</span><span class="n">X</span><span class="p">,</span> <span class="n">Y</span><span class="p">,</span> <span class="n">Z</span><span class="p">,</span> <span class="n">rstride</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">cstride</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">cmap</span><span class="o">=</span><span class="n">cm</span><span class="o">.</span><span class="n">coolwarm</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s1">'black'</span><span class="p">)</span>
<span class="o">>>></span> <span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>
<p><b>Weitere Beispiele</b>
</p>
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<div class="mw-heading mw-heading2"><h2 id="Weblinks">Weblinks</h2></div>
<div class="sisterproject" style="margin:0.1em 0 0 0;"><div class="noresize noviewer" style="display:inline-block; line-height:10px; min-width:1.6em; text-align:center;" aria-hidden="true" role="presentation"><span class="mw-default-size" typeof="mw:File"><span title="Commons"></span></span></div><b><span class=""><a class="external text" href="https://commons.wikimedia.org/wiki/Category:Created_with_Matplotlib?uselang=de"><span lang="en">Commons</span>: Matplotlib</a></span></b> – Sammlung von Bildern, Videos und Audiodateien</div>
<ul><li><a rel="nofollow" class="external text" href="https://matplotlib.org/">Offizielle Website</a></li>
<li><a rel="nofollow" class="external text" href="https://github.com/matplotlib/matplotlib">Github-Seite von Matplotlib</a></li>
<li><a rel="nofollow" class="external text" href="https://www.youtube.com/watch?v=e3lTby5RI54">Matplotlib: Lessons from middle age</a> – Video, in dem John D. Hunter die Entwicklung des Projekts beschreibt</li>
<li><a rel="nofollow" class="external text" href="https://scipy-cookbook.readthedocs.io/">Matplotlib-Anleitung „SciPy Cookbook“</a> (englisch)</li></ul>
<div class="mw-heading mw-heading2"><h2 id="Einzelnachweise">Einzelnachweise</h2></div>
<ol class="references">
<li id="cite_note-_cd7ced047441b244-1"><span class="mw-cite-backlink"><a href="#cite_ref-_cd7ced047441b244_1-0">↑</a></span> <span class="reference-text"><a rel="nofollow" class="external text" href="https://matplotlib.org/stable/users/license.html"><cite style="font-style:italic">matplotlib.org</cite>.</a></span>
</li>
<li id="cite_note-_e4e196d821d81b7d-2"><span class="mw-cite-backlink"><a href="#cite_ref-_e4e196d821d81b7d_2-0">↑</a></span> <span class="reference-text"><a rel="nofollow" class="external text" href="https://github.com/matplotlib/matplotlib/releases/tag/v3.10.8"><cite style="font-style:italic"><span lang="en">Release 3.10.8</span></cite>.</a> 13. November 2025 (abgerufen am 13. November 2025).</span>
</li>
<li id="cite_note-Hunter-3"><span class="mw-cite-backlink"><a href="#cite_ref-Hunter_3-0">↑</a></span> <span class="reference-text">John D. Hunter: <cite style="font-style:italic">Matplotlib: A 2D Graphics Environment</cite>. In: <cite style="font-style:italic">Computing in Science & Engineering</cite>. 9. Jahrgang, <span style="white-space:nowrap">Nr.<span style="display:inline-block;width:.2em"> </span>3</span>, <span style="white-space:nowrap">S.<span style="display:inline-block;width:.2em"> </span>90–95</span>, <a href="Digital_Object_Identifier" title="Digital Object Identifier">doi</a>:<span class="uri-handle" style="white-space:nowrap"><a rel="nofollow" class="external text" href="https://doi.org/10.1109/MCSE.2007.55">10.1109/MCSE.2007.55</a></span>.<span class="Z3988" title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rfr_id=info:sid/de.wikipedia.org:Matplotlib&rft.atitle=Matplotlib%3A+A+2D+Graphics+Environment&rft.au=John+D.%26%2332%3BHunter&rft.doi=10.1109%2FMCSE.2007.55&rft.genre=journal&rft.issue=3&rft.jtitle=Computing+in+Science+%26+Engineering&rft.pages=90-95&rft.volume=9.+Jahrgang" style="display:none"> </span></span>
</li>
<li id="cite_note-credits-4"><span class="mw-cite-backlink"><a href="#cite_ref-credits_4-0">↑</a></span> <span class="reference-text"><span class="cite"><a rel="nofollow" class="external text" href="https://matplotlib.org/users/credits.html"><i>Matplotlib Credits.</i></a> In: <i>Matplotlib.</i> Matplotlib,<span class="Abrufdatum"> abgerufen am 7. August 2014</span>.</span><span style="display: none;" class="Z3988" title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rfr_id=info%3Asid%2Fde.wikipedia.org%3AMatplotlib&rft.title=Matplotlib+Credits&rft.description=Matplotlib+Credits&rft.identifier=&rft.publisher=Matplotlib&rft.date="> </span></span>
</li>
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