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<section id="matplotlib-axes">
<h1><code class="docutils literal notranslate"><span class="pre">matplotlib.axes</span></code><a class="headerlink" href="#matplotlib-axes" title="Link to this heading">#</a></h1>
<p>The <a class="reference internal" href="_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes</span></code></a> class represents one (sub-)plot in a figure. It contains the
plotted data, axis ticks, labels, title, legend, etc. Its methods are the main
interface for manipulating the plot.</p>
<nav class="contents multicol-toc local" id="table-of-contents">
<p class="topic-title">Table of Contents</p>
<ul class="simple">
<li><p><a class="reference internal" href="#the-axes-class" id="id1">The Axes class</a></p>
<ul>
<li><p><a class="reference internal" href="#attributes" id="id2">Attributes</a></p></li>
</ul>
</li>
<li><p><a class="reference internal" href="#plotting" id="id3">Plotting</a></p>
<ul>
<li><p><a class="reference internal" href="#basic" id="id4">Basic</a></p></li>
<li><p><a class="reference internal" href="#spans" id="id5">Spans</a></p></li>
<li><p><a class="reference internal" href="#spectral" id="id6">Spectral</a></p></li>
<li><p><a class="reference internal" href="#statistics" id="id7">Statistics</a></p></li>
<li><p><a class="reference internal" href="#binned" id="id8">Binned</a></p></li>
<li><p><a class="reference internal" href="#contours" id="id9">Contours</a></p></li>
<li><p><a class="reference internal" href="#d-arrays" id="id10">2D arrays</a></p></li>
<li><p><a class="reference internal" href="#unstructured-triangles" id="id11">Unstructured triangles</a></p></li>
<li><p><a class="reference internal" href="#text-and-annotations" id="id12">Text and annotations</a></p></li>
<li><p><a class="reference internal" href="#vector-fields" id="id13">Vector fields</a></p></li>
</ul>
</li>
<li><p><a class="reference internal" href="#clearing" id="id14">Clearing</a></p></li>
<li><p><a class="reference internal" href="#appearance" id="id15">Appearance</a></p></li>
<li><p><a class="reference internal" href="#property-cycle" id="id16">Property cycle</a></p></li>
<li><p><a class="reference internal" href="#axis-limits" id="id17">Axis / limits</a></p>
<ul>
<li><p><a class="reference internal" href="#axis-access" id="id18">Axis access</a></p></li>
<li><p><a class="reference internal" href="#axis-limits-and-direction" id="id19">Axis limits and direction</a></p></li>
<li><p><a class="reference internal" href="#axis-labels-title-and-legend" id="id20">Axis labels, title, and legend</a></p></li>
<li><p><a class="reference internal" href="#axis-scales" id="id21">Axis scales</a></p></li>
<li><p><a class="reference internal" href="#autoscaling-and-margins" id="id22">Autoscaling and margins</a></p></li>
<li><p><a class="reference internal" href="#aspect-ratio" id="id23">Aspect ratio</a></p></li>
<li><p><a class="reference internal" href="#ticks-and-tick-labels" id="id24">Ticks and tick labels</a></p></li>
</ul>
</li>
<li><p><a class="reference internal" href="#units" id="id25">Units</a></p></li>
<li><p><a class="reference internal" href="#adding-artists" id="id26">Adding artists</a></p></li>
<li><p><a class="reference internal" href="#twinning-and-sharing" id="id27">Twinning and sharing</a></p></li>
<li><p><a class="reference internal" href="#axes-position" id="id28">Axes position</a></p></li>
<li><p><a class="reference internal" href="#async-event-based" id="id29">Async/event based</a></p></li>
<li><p><a class="reference internal" href="#interactive" id="id30">Interactive</a></p></li>
<li><p><a class="reference internal" href="#children" id="id31">Children</a></p></li>
<li><p><a class="reference internal" href="#drawing" id="id32">Drawing</a></p></li>
<li><p><a class="reference internal" href="#projection" id="id33">Projection</a></p></li>
<li><p><a class="reference internal" href="#other" id="id34">Other</a></p></li>
</ul>
</nav>
<span class="target" id="module-matplotlib.axes"></span><section id="the-axes-class">
<h2><a class="toc-backref" href="#id1" role="doc-backlink">The Axes class</a><a class="headerlink" href="#the-axes-class" title="Link to this heading">#</a></h2>
<div class="pst-scrollable-table-container"><table class="autosummary longtable table">
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes</span></code></a></p></td>
<td><p>An Axes object encapsulates all the elements of an individual (sub-)plot in a figure.</p></td>
</tr>
</tbody>
</table>
</div>
<section id="attributes">
<h3><a class="toc-backref" href="#id2" role="doc-backlink">Attributes</a><a class="headerlink" href="#attributes" title="Link to this heading">#</a></h3>
<div class="pst-scrollable-table-container"><table class="autosummary longtable table">
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.viewLim.html#matplotlib.axes.Axes.viewLim" title="matplotlib.axes.Axes.viewLim"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.viewLim</span></code></a></p></td>
<td><p>The view limits as <a class="reference internal" href="transformations.html#matplotlib.transforms.Bbox" title="matplotlib.transforms.Bbox"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Bbox</span></code></a> in data coordinates.</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.dataLim.html#matplotlib.axes.Axes.dataLim" title="matplotlib.axes.Axes.dataLim"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.dataLim</span></code></a></p></td>
<td><p>The bounding <a class="reference internal" href="transformations.html#matplotlib.transforms.Bbox" title="matplotlib.transforms.Bbox"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Bbox</span></code></a> enclosing all data displayed in the Axes.</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.spines.html#matplotlib.axes.Axes.spines" title="matplotlib.axes.Axes.spines"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.spines</span></code></a></p></td>
<td><p>The <a class="reference internal" href="spines_api.html#matplotlib.spines.Spines" title="matplotlib.spines.Spines"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Spines</span></code></a> container for the Axes' spines, i.e. the lines denoting the data area boundaries.</p></td>
</tr>
</tbody>
</table>
</div>
</section>
</section>
<section id="plotting">
<h2><a class="toc-backref" href="#id3" role="doc-backlink">Plotting</a><a class="headerlink" href="#plotting" title="Link to this heading">#</a></h2>
<section id="basic">
<h3><a class="toc-backref" href="#id4" role="doc-backlink">Basic</a><a class="headerlink" href="#basic" title="Link to this heading">#</a></h3>
<div class="pst-scrollable-table-container"><table class="autosummary longtable table">
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.plot.html#matplotlib.axes.Axes.plot" title="matplotlib.axes.Axes.plot"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.plot</span></code></a></p></td>
<td><p>Plot y versus x as lines and/or markers.</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.errorbar.html#matplotlib.axes.Axes.errorbar" title="matplotlib.axes.Axes.errorbar"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.errorbar</span></code></a></p></td>
<td><p>Plot y versus x as lines and/or markers with attached errorbars.</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.scatter.html#matplotlib.axes.Axes.scatter" title="matplotlib.axes.Axes.scatter"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.scatter</span></code></a></p></td>
<td><p>A scatter plot of <em>y</em> vs. <em>x</em> with varying marker size and/or color.</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.plot_date.html#matplotlib.axes.Axes.plot_date" title="matplotlib.axes.Axes.plot_date"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.plot_date</span></code></a></p></td>
<td><p>[<em>Deprecated</em>] Plot coercing the axis to treat floats as dates.</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.step.html#matplotlib.axes.Axes.step" title="matplotlib.axes.Axes.step"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.step</span></code></a></p></td>
<td><p>Make a step plot.</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.loglog.html#matplotlib.axes.Axes.loglog" title="matplotlib.axes.Axes.loglog"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.loglog</span></code></a></p></td>
<td><p>Make a plot with log scaling on both the x- and y-axis.</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.semilogx.html#matplotlib.axes.Axes.semilogx" title="matplotlib.axes.Axes.semilogx"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.semilogx</span></code></a></p></td>
<td><p>Make a plot with log scaling on the x-axis.</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.semilogy.html#matplotlib.axes.Axes.semilogy" title="matplotlib.axes.Axes.semilogy"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.semilogy</span></code></a></p></td>
<td><p>Make a plot with log scaling on the y-axis.</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.fill_between.html#matplotlib.axes.Axes.fill_between" title="matplotlib.axes.Axes.fill_between"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.fill_between</span></code></a></p></td>
<td><p>Fill the area between two horizontal curves.</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.fill_betweenx.html#matplotlib.axes.Axes.fill_betweenx" title="matplotlib.axes.Axes.fill_betweenx"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.fill_betweenx</span></code></a></p></td>
<td><p>Fill the area between two vertical curves.</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.bar.html#matplotlib.axes.Axes.bar" title="matplotlib.axes.Axes.bar"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.bar</span></code></a></p></td>
<td><p>Make a bar plot.</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.barh.html#matplotlib.axes.Axes.barh" title="matplotlib.axes.Axes.barh"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.barh</span></code></a></p></td>
<td><p>Make a horizontal bar plot.</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.bar_label.html#matplotlib.axes.Axes.bar_label" title="matplotlib.axes.Axes.bar_label"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.bar_label</span></code></a></p></td>
<td><p>Label a bar plot.</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.stem.html#matplotlib.axes.Axes.stem" title="matplotlib.axes.Axes.stem"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.stem</span></code></a></p></td>
<td><p>Create a stem plot.</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.eventplot.html#matplotlib.axes.Axes.eventplot" title="matplotlib.axes.Axes.eventplot"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.eventplot</span></code></a></p></td>
<td><p>Plot identical parallel lines at the given positions.</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.pie.html#matplotlib.axes.Axes.pie" title="matplotlib.axes.Axes.pie"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.pie</span></code></a></p></td>
<td><p>Plot a pie chart.</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.stackplot.html#matplotlib.axes.Axes.stackplot" title="matplotlib.axes.Axes.stackplot"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.stackplot</span></code></a></p></td>
<td><p>Draw a stacked area plot or a streamgraph.</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.broken_barh.html#matplotlib.axes.Axes.broken_barh" title="matplotlib.axes.Axes.broken_barh"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.broken_barh</span></code></a></p></td>
<td><p>Plot a horizontal sequence of rectangles.</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.vlines.html#matplotlib.axes.Axes.vlines" title="matplotlib.axes.Axes.vlines"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.vlines</span></code></a></p></td>
<td><p>Plot vertical lines at each <em>x</em> from <em>ymin</em> to <em>ymax</em>.</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.hlines.html#matplotlib.axes.Axes.hlines" title="matplotlib.axes.Axes.hlines"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.hlines</span></code></a></p></td>
<td><p>Plot horizontal lines at each <em>y</em> from <em>xmin</em> to <em>xmax</em>.</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.fill.html#matplotlib.axes.Axes.fill" title="matplotlib.axes.Axes.fill"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.fill</span></code></a></p></td>
<td><p>Plot filled polygons.</p></td>
</tr>
</tbody>
</table>
</div>
</section>
<section id="spans">
<h3><a class="toc-backref" href="#id5" role="doc-backlink">Spans</a><a class="headerlink" href="#spans" title="Link to this heading">#</a></h3>
<div class="pst-scrollable-table-container"><table class="autosummary longtable table">
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.axhline.html#matplotlib.axes.Axes.axhline" title="matplotlib.axes.Axes.axhline"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.axhline</span></code></a></p></td>
<td><p>Add a horizontal line spanning the whole or fraction of the Axes.</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.axhspan.html#matplotlib.axes.Axes.axhspan" title="matplotlib.axes.Axes.axhspan"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.axhspan</span></code></a></p></td>
<td><p>Add a horizontal span (rectangle) across the Axes.</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.axvline.html#matplotlib.axes.Axes.axvline" title="matplotlib.axes.Axes.axvline"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.axvline</span></code></a></p></td>
<td><p>Add a vertical line spanning the whole or fraction of the Axes.</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.axvspan.html#matplotlib.axes.Axes.axvspan" title="matplotlib.axes.Axes.axvspan"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.axvspan</span></code></a></p></td>
<td><p>Add a vertical span (rectangle) across the Axes.</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="_as_gen/matplotlib.axes.Axes.axline.html#matplotlib.axes.Axes.axline" title="matplotlib.axes.Axes.axline"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Axes.axline</span></code></a></p></td>
<td><p>Add an infinitely long straight line.</p></td>
</tr>
</tbody>
</table>
</div>
</section>
<section id="spectral">
<h3><a class="toc-backref" href="#id6" role="doc-backlink">Spectral</a><a class="headerlink" href="#spectral" title="Link to this heading">#</a></h3>
<div class="pst-scrollable-table-container"><table class="autosummary longtable table">