<spanid="id1"></span><h1>Tutorials<aclass="headerlink" href="#tutorials" title="Link to this heading">#</a></h1>
<p>This page contains a few tutorials for using Matplotlib. For the old tutorials, see <aclass="reference internal" href="#user-guide-tutorials"><spanclass="std std-ref">below</span></a>.</p>
<p>For shorter examples, see our <aclass="reference internal" href="../gallery/index.html#examples-index"><spanclass="std std-ref">examples page</span></a>.
You can also find <aclass="reference internal" href="../users/resources/index.html#resources-index"><spanclass="std std-ref">external resources</span></a> and
a <aclass="reference external" href="https://docs.python.org/3/faq/index.html#faq-index" title="(in Python v3.12)"><spanclass="xref std std-ref">FAQ</span></a> in our <aclass="reference internal" href="../users/index.html#users-guide-index"><spanclass="std std-ref">user guide</span></a>.</p>
<divclass="sphx-glr-thumbnails"><divclass="sphx-glr-thumbcontainer" tooltip="An introduction to the pyplot interface. Please also see quick_start for an overview of how Ma..."><imgalt="Pyplot tutorial" loading="lazy" src="../_images/sphx_glr_pyplot_thumb.png" />
</div><divclass="sphx-glr-thumbcontainer" tooltip="A short tutorial on plotting images with Matplotlib."><imgalt="Image tutorial" loading="lazy" src="../_images/sphx_glr_images_thumb.png" />
</div><divclass="sphx-glr-thumbcontainer" tooltip="This tutorial aims to show the beginning, middle, and end of a single visualization using Matpl..."><imgalt="The Lifecycle of a Plot" loading="lazy" src="../_images/sphx_glr_lifecycle_thumb.png" />
<p><aclass="reference internal" href="lifecycle.html#sphx-glr-tutorials-lifecycle-py"><spanclass="std std-ref">The Lifecycle of a Plot</span></a></p>
<divclass="sphx-glr-thumbnail-title">The Lifecycle of a Plot</div>
</div><divclass="sphx-glr-thumbcontainer" tooltip="Using Artist objects to render on the canvas."><imgalt="Artist tutorial" loading="lazy" src="../_images/sphx_glr_artists_thumb.png" />
<spanid="id2"></span><h2>User guide tutorials<aclass="headerlink" href="#user-guide-tutorials" title="Link to this heading">#</a></h2>
<p>Many of our tutorials were moved from this section to <aclass="reference internal" href="../users/index.html#users-guide-index"><spanclass="std std-ref">Using Matplotlib</span></a>:</p>
<sectionid="introductory">
<h3>Introductory<aclass="headerlink" href="#introductory" title="Link to this heading">#</a></h3>
<li><p><aclass="reference internal" href="../users/explain/customizing.html#customizing"><spanclass="std std-ref">Customizing Matplotlib with style sheets and rcParams</span></a></p></li>
<li><p><aclass="reference internal" href="../users/explain/animations/animations.html#animations"><spanclass="std std-ref">Animations using Matplotlib</span></a></p></li>
</ul>
</section>
<sectionid="intermediate">
<h3>Intermediate<aclass="headerlink" href="#intermediate" title="Link to this heading">#</a></h3>
<li><p><aclass="reference internal" href="../users/explain/axes/arranging_axes.html#arranging-axes"><spanclass="std std-ref">Arranging multiple Axes in a Figure</span></a></p></li>
<li><p><aclass="reference internal" href="../users/explain/artists/imshow_extent.html#imshow-extent"><spanclass="std std-ref">origin and extent in imshow</span></a></p></li>
</ul>
</section>
<sectionid="advanced">
<h3>Advanced<aclass="headerlink" href="#advanced" title="Link to this heading">#</a></h3>
<ulclass="simple">
<li><p><aclass="reference internal" href="../users/explain/animations/blitting.html#blitting"><spanclass="std std-ref">Faster rendering by using blitting</span></a></p></li>