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<li><a class="reference internal" href="#">Gallery</a><ul>
<li><a class="reference internal" href="#lines-bars-and-markers">Lines, bars and markers</a><ul>
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<li><a class="reference internal" href="#images-contours-and-fields">Images, contours and fields</a><ul>
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<span id="examples-index"></span><span id="sphx-glr-gallery"></span><span id="id1"></span><h1>Gallery<a class="headerlink" href="#gallery" title="Permalink to this headline">¶</a></h1>
<p>This gallery contains examples of the many things you can do with
Matplotlib. Click on any image to see the full image and source code.</p>
<p>For longer tutorials, see our <a class="reference external" href="../tutorials/index.html">tutorials page</a>.
You can also find <a class="reference external" href="../resources/index.html">external resources</a> and
a <a class="reference external" href="../faq/index.html">FAQ</a> in our <a class="reference external" href="../contents.html">user guide</a>.</p>
<div class="sphx-glr-clear"></div><div class="section" id="lines-bars-and-markers">
<span id="lines-bars-and-markers-example"></span><span id="sphx-glr-gallery-lines-bars-and-markers"></span><h2>Lines, bars and markers<a class="headerlink" href="#lines-bars-and-markers" title="Permalink to this headline">¶</a></h2>
<div class="sphx-glr-thumbcontainer" tooltip="This example shows how to use the ~.Axes.bar_label helper function to create bar chart labels."><div class="figure align-default" id="id5">
<img alt="Bar Label Demo" src="../_images/sphx_glr_bar_label_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/bar_label_demo.html#sphx-glr-gallery-lines-bars-and-markers-bar-label-demo-py"><span class="std std-ref">Bar Label Demo</span></a></span><a class="headerlink" href="#id5" title="Permalink to this image">¶</a></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="This is an example of creating a stacked bar plot with error bars using ~matplotlib.pyplot.bar...."><div class="figure align-default" id="id6">
<img alt="Stacked bar chart" src="../_images/sphx_glr_bar_stacked_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/bar_stacked.html#sphx-glr-gallery-lines-bars-and-markers-bar-stacked-py"><span class="std std-ref">Stacked bar chart</span></a></span><a class="headerlink" href="#id6" title="Permalink to this image">¶</a></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="This example shows a how to create a grouped bar chart and how to annotate bars with labels."><div class="figure align-default" id="id7">
<img alt="Grouped bar chart with labels" src="../_images/sphx_glr_barchart_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/barchart.html#sphx-glr-gallery-lines-bars-and-markers-barchart-py"><span class="std std-ref">Grouped bar chart with labels</span></a></span><a class="headerlink" href="#id7" title="Permalink to this image">¶</a></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="This example showcases a simple horizontal bar chart."><div class="figure align-default" id="id8">
<img alt="Horizontal bar chart" src="../_images/sphx_glr_barh_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/barh.html#sphx-glr-gallery-lines-bars-and-markers-barh-py"><span class="std std-ref">Horizontal bar chart</span></a></span><a class="headerlink" href="#id8" title="Permalink to this image">¶</a></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Make a "broken" horizontal bar plot, i.e., one with gaps"><div class="figure align-default" id="id9">
<img alt="Broken Barh" src="../_images/sphx_glr_broken_barh_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/broken_barh.html#sphx-glr-gallery-lines-bars-and-markers-broken-barh-py"><span class="std std-ref">Broken Barh</span></a></span><a class="headerlink" href="#id9" title="Permalink to this image">¶</a></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="The matplotlib._enums.CapStyle controls how Matplotlib draws the corners where two different li..."><div class="figure align-default" id="id10">
<img alt="CapStyle" src="../_images/sphx_glr_capstyle_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/capstyle.html#sphx-glr-gallery-lines-bars-and-markers-capstyle-py"><span class="std std-ref">CapStyle</span></a></span><a class="headerlink" href="#id10" title="Permalink to this image">¶</a></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="You can pass categorical values (i.e. strings) directly as x- or y-values to many plotting func..."><div class="figure align-default" id="id11">
<img alt="Plotting categorical variables" src="../_images/sphx_glr_categorical_variables_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/categorical_variables.html#sphx-glr-gallery-lines-bars-and-markers-categorical-variables-py"><span class="std std-ref">Plotting categorical variables</span></a></span><a class="headerlink" href="#id11" title="Permalink to this image">¶</a></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="An example showing how to plot the coherence of two signals."><div class="figure align-default" id="id12">
<img alt="Plotting the coherence of two signals" src="../_images/sphx_glr_cohere_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/cohere.html#sphx-glr-gallery-lines-bars-and-markers-cohere-py"><span class="std std-ref">Plotting the coherence of two signals</span></a></span><a class="headerlink" href="#id12" title="Permalink to this image">¶</a></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Compute the cross spectral density of two signals"><div class="figure align-default" id="id13">
<img alt="CSD Demo" src="../_images/sphx_glr_csd_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/csd_demo.html#sphx-glr-gallery-lines-bars-and-markers-csd-demo-py"><span class="std std-ref">CSD Demo</span></a></span><a class="headerlink" href="#id13" title="Permalink to this image">¶</a></p>
</div>
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</div>
<div class="sphx-glr-thumbcontainer" tooltip="This example illustrates how to draw an error band around a parametrized curve."><div class="figure align-default" id="id14">
<img alt="Curve with error band" src="../_images/sphx_glr_curve_error_band_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/curve_error_band.html#sphx-glr-gallery-lines-bars-and-markers-curve-error-band-py"><span class="std std-ref">Curve with error band</span></a></span><a class="headerlink" href="#id14" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Illustration of selectively drawing lower and/or upper limit symbols on errorbars using the par..."><div class="figure align-default" id="id15">
<img alt="Errorbar limit selection" src="../_images/sphx_glr_errorbar_limits_simple_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/errorbar_limits_simple.html#sphx-glr-gallery-lines-bars-and-markers-errorbar-limits-simple-py"><span class="std std-ref">Errorbar limit selection</span></a></span><a class="headerlink" href="#id15" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="The parameter *errorevery* of .Axes.errorbar can be used to draw error bars only on a subset of..."><div class="figure align-default" id="id16">
<img alt="Errorbar subsampling" src="../_images/sphx_glr_errorbar_subsample_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/errorbar_subsample.html#sphx-glr-gallery-lines-bars-and-markers-errorbar-subsample-py"><span class="std std-ref">Errorbar subsampling</span></a></span><a class="headerlink" href="#id16" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Plot two curves, then use EventCollections to mark the locations of the x and y data points on ..."><div class="figure align-default" id="id17">
<img alt="EventCollection Demo" src="../_images/sphx_glr_eventcollection_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/eventcollection_demo.html#sphx-glr-gallery-lines-bars-and-markers-eventcollection-demo-py"><span class="std std-ref">EventCollection Demo</span></a></span><a class="headerlink" href="#id17" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="An eventplot showing sequences of events with various line properties. The plot is shown in bot..."><div class="figure align-default" id="id18">
<img alt="Eventplot Demo" src="../_images/sphx_glr_eventplot_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/eventplot_demo.html#sphx-glr-gallery-lines-bars-and-markers-eventplot-demo-py"><span class="std std-ref">Eventplot Demo</span></a></span><a class="headerlink" href="#id18" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="~.Axes.fill() draws a filled polygon based based on lists of point coordinates *x*, *y*."><div class="figure align-default" id="id19">
<img alt="Filled polygon" src="../_images/sphx_glr_fill_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/fill.html#sphx-glr-gallery-lines-bars-and-markers-fill-py"><span class="std std-ref">Filled polygon</span></a></span><a class="headerlink" href="#id19" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="The ~matplotlib.axes.Axes.fill_between function generates a shaded region between a min and max..."><div class="figure align-default" id="id20">
<img alt="Fill Between and Alpha" src="../_images/sphx_glr_fill_between_alpha_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/fill_between_alpha.html#sphx-glr-gallery-lines-bars-and-markers-fill-between-alpha-py"><span class="std std-ref">Fill Between and Alpha</span></a></span><a class="headerlink" href="#id20" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="This example shows how to use ~.axes.Axes.fill_between to color the area between two lines."><div class="figure align-default" id="id21">
<img alt="Filling the area between lines" src="../_images/sphx_glr_fill_between_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/fill_between_demo.html#sphx-glr-gallery-lines-bars-and-markers-fill-between-demo-py"><span class="std std-ref">Filling the area between lines</span></a></span><a class="headerlink" href="#id21" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Using ~.Axes.fill_betweenx to color along the horizontal direction between two curves."><div class="figure align-default" id="id22">
<img alt="Fill Betweenx Demo" src="../_images/sphx_glr_fill_betweenx_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/fill_betweenx_demo.html#sphx-glr-gallery-lines-bars-and-markers-fill-betweenx-demo-py"><span class="std std-ref">Fill Betweenx Demo</span></a></span><a class="headerlink" href="#id22" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Hatching capabilities for plotting histograms."><div class="figure align-default" id="id23">
<img alt="Hatch-filled histograms" src="../_images/sphx_glr_filled_step_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/filled_step.html#sphx-glr-gallery-lines-bars-and-markers-filled-step-py"><span class="std std-ref">Hatch-filled histograms</span></a></span><a class="headerlink" href="#id23" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Matplotlib does not natively support gradients. However, we can emulate a gradient-filled recta..."><div class="figure align-default" id="id24">
<img alt="Bar chart with gradients" src="../_images/sphx_glr_gradient_bar_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/gradient_bar.html#sphx-glr-gallery-lines-bars-and-markers-gradient-bar-py"><span class="std std-ref">Bar chart with gradients</span></a></span><a class="headerlink" href="#id24" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Hat graph"><div class="figure align-default" id="id25">
<img alt="Hat graph" src="../_images/sphx_glr_hat_graph_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/hat_graph.html#sphx-glr-gallery-lines-bars-and-markers-hat-graph-py"><span class="std std-ref">Hat graph</span></a></span><a class="headerlink" href="#id25" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Stacked bar charts can be used to visualize discrete distributions."><div class="figure align-default" id="id26">
<img alt="Discrete distribution as horizontal bar chart" src="../_images/sphx_glr_horizontal_barchart_distribution_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/horizontal_barchart_distribution.html#sphx-glr-gallery-lines-bars-and-markers-horizontal-barchart-distribution-py"><span class="std std-ref">Discrete distribution as horizontal bar chart</span></a></span><a class="headerlink" href="#id26" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="The matplotlib._enums.JoinStyle controls how Matplotlib draws the corners where two different l..."><div class="figure align-default" id="id27">
<img alt="JoinStyle" src="../_images/sphx_glr_joinstyle_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/joinstyle.html#sphx-glr-gallery-lines-bars-and-markers-joinstyle-py"><span class="std std-ref">JoinStyle</span></a></span><a class="headerlink" href="#id27" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="The dashing of a line is controlled via a dash sequence. It can be modified using .Line2D.set_d..."><div class="figure align-default" id="id28">
<img alt="Customizing dashed line styles" src="../_images/sphx_glr_line_demo_dash_control_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/line_demo_dash_control.html#sphx-glr-gallery-lines-bars-and-markers-line-demo-dash-control-py"><span class="std std-ref">Customizing dashed line styles</span></a></span><a class="headerlink" href="#id28" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Ticks can be added along a line to mark one side as a barrier using ~matplotlib.patheffects.Tic..."><div class="figure align-default" id="id29">
<img alt="Lines with a ticked patheffect" src="../_images/sphx_glr_lines_with_ticks_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/lines_with_ticks_demo.html#sphx-glr-gallery-lines-bars-and-markers-lines-with-ticks-demo-py"><span class="std std-ref">Lines with a ticked patheffect</span></a></span><a class="headerlink" href="#id29" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Simple linestyles can be defined using the strings "solid", "dotted", "dashed" or "dashdot". Mo..."><div class="figure align-default" id="id30">
<img alt="Linestyles" src="../_images/sphx_glr_linestyles_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/linestyles.html#sphx-glr-gallery-lines-bars-and-markers-linestyles-py"><span class="std std-ref">Linestyles</span></a></span><a class="headerlink" href="#id30" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Matplotlib supports multiple categories of markers which are selected using the marker paramete..."><div class="figure align-default" id="id31">
<img alt="Marker reference" src="../_images/sphx_glr_marker_reference_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/marker_reference.html#sphx-glr-gallery-lines-bars-and-markers-marker-reference-py"><span class="std std-ref">Marker reference</span></a></span><a class="headerlink" href="#id31" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates the various options for showing a marker at a subset of data points u..."><div class="figure align-default" id="id32">
<img alt="Markevery Demo" src="../_images/sphx_glr_markevery_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/markevery_demo.html#sphx-glr-gallery-lines-bars-and-markers-markevery-demo-py"><span class="std std-ref">Markevery Demo</span></a></span><a class="headerlink" href="#id32" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates a working solution to issue #8576, providing full support of the mark..."><div class="figure align-default" id="id33">
<img alt="prop_cycle property markevery in rcParams" src="../_images/sphx_glr_markevery_prop_cycle_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/markevery_prop_cycle.html#sphx-glr-gallery-lines-bars-and-markers-markevery-prop-cycle-py"><span class="std std-ref">prop_cycle property markevery in rcParams</span></a></span><a class="headerlink" href="#id33" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Sometimes you need to plot data with missing values."><div class="figure align-default" id="id34">
<img alt="Plotting masked and NaN values" src="../_images/sphx_glr_masked_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/masked_demo.html#sphx-glr-gallery-lines-bars-and-markers-masked-demo-py"><span class="std std-ref">Plotting masked and NaN values</span></a></span><a class="headerlink" href="#id34" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="This example shows how to make a multi-colored line. In this example, the line is colored based..."><div class="figure align-default" id="id35">
<img alt="Multicolored lines" src="../_images/sphx_glr_multicolored_line_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/multicolored_line.html#sphx-glr-gallery-lines-bars-and-markers-multicolored-line-py"><span class="std std-ref">Multicolored lines</span></a></span><a class="headerlink" href="#id35" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Plotting Power Spectral Density (PSD) in Matplotlib."><div class="figure align-default" id="id36">
<img alt="Psd Demo" src="../_images/sphx_glr_psd_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/psd_demo.html#sphx-glr-gallery-lines-bars-and-markers-psd-demo-py"><span class="std std-ref">Psd Demo</span></a></span><a class="headerlink" href="#id36" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Creating a custom ellipse symbol in scatter plot."><div class="figure align-default" id="id37">
<img alt="Scatter Custom Symbol" src="../_images/sphx_glr_scatter_custom_symbol_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/scatter_custom_symbol.html#sphx-glr-gallery-lines-bars-and-markers-scatter-custom-symbol-py"><span class="std std-ref">Scatter Custom Symbol</span></a></span><a class="headerlink" href="#id37" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Demo of scatter plot with varying marker colors and sizes."><div class="figure align-default" id="id38">
<img alt="Scatter Demo2" src="../_images/sphx_glr_scatter_demo2_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/scatter_demo2.html#sphx-glr-gallery-lines-bars-and-markers-scatter-demo2-py"><span class="std std-ref">Scatter Demo2</span></a></span><a class="headerlink" href="#id38" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Show the marginal distributions of a scatter as histograms at the sides of the plot."><div class="figure align-default" id="id39">
<img alt="Scatter plot with histograms" src="../_images/sphx_glr_scatter_hist_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/scatter_hist.html#sphx-glr-gallery-lines-bars-and-markers-scatter-hist-py"><span class="std std-ref">Scatter plot with histograms</span></a></span><a class="headerlink" href="#id39" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Mask some data points and add a line demarking masked regions."><div class="figure align-default" id="id40">
<img alt="Scatter Masked" src="../_images/sphx_glr_scatter_masked_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/scatter_masked.html#sphx-glr-gallery-lines-bars-and-markers-scatter-masked-py"><span class="std std-ref">Scatter Masked</span></a></span><a class="headerlink" href="#id40" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="This example makes custom 'pie charts' as the markers for a scatter plot."><div class="figure align-default" id="id41">
<img alt="Scatter plot with pie chart markers" src="../_images/sphx_glr_scatter_piecharts_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/scatter_piecharts.html#sphx-glr-gallery-lines-bars-and-markers-scatter-piecharts-py"><span class="std std-ref">Scatter plot with pie chart markers</span></a></span><a class="headerlink" href="#id41" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Example with different ways to specify markers."><div class="figure align-default" id="id42">
<img alt="Marker examples" src="../_images/sphx_glr_scatter_star_poly_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/scatter_star_poly.html#sphx-glr-gallery-lines-bars-and-markers-scatter-star-poly-py"><span class="std std-ref">Marker examples</span></a></span><a class="headerlink" href="#id42" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Scatter plot with clover symbols."><div class="figure align-default" id="id43">
<img alt="Scatter Symbol" src="../_images/sphx_glr_scatter_symbol_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/scatter_symbol.html#sphx-glr-gallery-lines-bars-and-markers-scatter-symbol-py"><span class="std std-ref">Scatter Symbol</span></a></span><a class="headerlink" href="#id43" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="To create a scatter plot with a legend one may use a loop and create one ~.Axes.scatter plot pe..."><div class="figure align-default" id="id44">
<img alt="Scatter plots with a legend" src="../_images/sphx_glr_scatter_with_legend_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/scatter_with_legend.html#sphx-glr-gallery-lines-bars-and-markers-scatter-with-legend-py"><span class="std std-ref">Scatter plots with a legend</span></a></span><a class="headerlink" href="#id44" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Create a simple plot."><div class="figure align-default" id="id45">
<img alt="Simple Plot" src="../_images/sphx_glr_simple_plot_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/simple_plot.html#sphx-glr-gallery-lines-bars-and-markers-simple-plot-py"><span class="std std-ref">Simple Plot</span></a></span><a class="headerlink" href="#id45" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Illustrate some helper functions for shading regions where a logical mask is True."><div class="figure align-default" id="id46">
<img alt="Using span_where" src="../_images/sphx_glr_span_regions_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/span_regions.html#sphx-glr-gallery-lines-bars-and-markers-span-regions-py"><span class="std std-ref">Using span_where</span></a></span><a class="headerlink" href="#id46" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="The plots show different spectrum representations of a sine signal with additive noise. A (freq..."><div class="figure align-default" id="id47">
<img alt="Spectrum Representations" src="../_images/sphx_glr_spectrum_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/spectrum_demo.html#sphx-glr-gallery-lines-bars-and-markers-spectrum-demo-py"><span class="std std-ref">Spectrum Representations</span></a></span><a class="headerlink" href="#id47" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Stackplots and streamgraphs"><div class="figure align-default" id="id48">
<img alt="Stackplots and streamgraphs" src="../_images/sphx_glr_stackplot_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/stackplot_demo.html#sphx-glr-gallery-lines-bars-and-markers-stackplot-demo-py"><span class="std std-ref">Stackplots and streamgraphs</span></a></span><a class="headerlink" href="#id48" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates the use of ~.matplotlib.pyplot.stairs for stepwise constant functions..."><div class="figure align-default" id="id49">
<img alt="Stairs Demo" src="../_images/sphx_glr_stairs_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/stairs_demo.html#sphx-glr-gallery-lines-bars-and-markers-stairs-demo-py"><span class="std std-ref">Stairs Demo</span></a></span><a class="headerlink" href="#id49" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="~.pyplot.stem plots vertical lines from a baseline to the y-coordinate and places a marker at t..."><div class="figure align-default" id="id50">
<img alt="Stem Plot" src="../_images/sphx_glr_stem_plot_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/stem_plot.html#sphx-glr-gallery-lines-bars-and-markers-stem-plot-py"><span class="std std-ref">Stem Plot</span></a></span><a class="headerlink" href="#id50" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates the use of .pyplot.step for piece-wise constant curves. In particular..."><div class="figure align-default" id="id51">
<img alt="Step Demo" src="../_images/sphx_glr_step_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/step_demo.html#sphx-glr-gallery-lines-bars-and-markers-step-demo-py"><span class="std std-ref">Step Demo</span></a></span><a class="headerlink" href="#id51" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="How to create a simple timeline using Matplotlib release dates."><div class="figure align-default" id="id52">
<img alt="Creating a timeline with lines, dates, and text" src="../_images/sphx_glr_timeline_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/timeline.html#sphx-glr-gallery-lines-bars-and-markers-timeline-py"><span class="std std-ref">Creating a timeline with lines, dates, and text</span></a></span><a class="headerlink" href="#id52" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="This example showcases the functions hlines and vlines."><div class="figure align-default" id="id53">
<img alt="hlines and vlines" src="../_images/sphx_glr_vline_hline_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/vline_hline_demo.html#sphx-glr-gallery-lines-bars-and-markers-vline-hline-demo-py"><span class="std std-ref">hlines and vlines</span></a></span><a class="headerlink" href="#id53" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Example use of cross-correlation (`~.Axes.xcorr`) and auto-correlation (`~.Axes.acorr`) plots."><div class="figure align-default" id="id54">
<img alt="Cross- and Auto-Correlation Demo" src="../_images/sphx_glr_xcorr_acorr_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/xcorr_acorr_demo.html#sphx-glr-gallery-lines-bars-and-markers-xcorr-acorr-demo-py"><span class="std std-ref">Cross- and Auto-Correlation Demo</span></a></span><a class="headerlink" href="#id54" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-clear"></div></div>
<div class="section" id="images-contours-and-fields">
<span id="images-contours-and-fields-examples"></span><span id="sphx-glr-gallery-images-contours-and-fields"></span><h2>Images, contours and fields<a class="headerlink" href="#images-contours-and-fields" title="Permalink to this headline">¶</a></h2>
<div class="sphx-glr-thumbcontainer" tooltip=" Prepending an affine transformation (`~.transforms.Affine2D`) to the data transform <data-coor..."><div class="figure align-default" id="id55">
<img alt="Affine transform of an image" src="../_images/sphx_glr_affine_image_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/affine_image.html#sphx-glr-gallery-images-contours-and-fields-affine-image-py"><span class="std std-ref">Affine transform of an image</span></a></span><a class="headerlink" href="#id55" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Demonstration of wind barb plots."><div class="figure align-default" id="id56">
<img alt="Wind Barbs" src="../_images/sphx_glr_barb_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/barb_demo.html#sphx-glr-gallery-images-contours-and-fields-barb-demo-py"><span class="std std-ref">Wind Barbs</span></a></span><a class="headerlink" href="#id56" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="The figure size is calculated so that the width in pixels is a multiple of the number of data p..."><div class="figure align-default" id="id57">
<img alt="Barcode" src="../_images/sphx_glr_barcode_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/barcode_demo.html#sphx-glr-gallery-images-contours-and-fields-barcode-demo-py"><span class="std std-ref">Barcode</span></a></span><a class="headerlink" href="#id57" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Illustrate the difference between corner_mask=False and corner_mask=True for masked contour plo..."><div class="figure align-default" id="id58">
<img alt="Contour Corner Mask" src="../_images/sphx_glr_contour_corner_mask_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/contour_corner_mask.html#sphx-glr-gallery-images-contours-and-fields-contour-corner-mask-py"><span class="std std-ref">Contour Corner Mask</span></a></span><a class="headerlink" href="#id58" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Illustrate simple contour plotting, contours on an image with a colorbar for the contours, and ..."><div class="figure align-default" id="id59">
<img alt="Contour Demo" src="../_images/sphx_glr_contour_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/contour_demo.html#sphx-glr-gallery-images-contours-and-fields-contour-demo-py"><span class="std std-ref">Contour Demo</span></a></span><a class="headerlink" href="#id59" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Test combinations of contouring, filled contouring, and image plotting. For contour labelling, ..."><div class="figure align-default" id="id60">
<img alt="Contour Image" src="../_images/sphx_glr_contour_image_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/contour_image.html#sphx-glr-gallery-images-contours-and-fields-contour-image-py"><span class="std std-ref">Contour Image</span></a></span><a class="headerlink" href="#id60" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Illustrate some of the more advanced things that one can do with contour labels."><div class="figure align-default" id="id61">
<img alt="Contour Label Demo" src="../_images/sphx_glr_contour_label_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/contour_label_demo.html#sphx-glr-gallery-images-contours-and-fields-contour-label-demo-py"><span class="std std-ref">Contour Label Demo</span></a></span><a class="headerlink" href="#id61" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="How to use the .axes.Axes.contourf method to create filled contour plots."><div class="figure align-default" id="id62">
<img alt="Contourf Demo" src="../_images/sphx_glr_contourf_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/contourf_demo.html#sphx-glr-gallery-images-contours-and-fields-contourf-demo-py"><span class="std std-ref">Contourf Demo</span></a></span><a class="headerlink" href="#id62" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Demo filled contour plots with hatched patterns."><div class="figure align-default" id="id63">
<img alt="Contourf Hatching" src="../_images/sphx_glr_contourf_hatching_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/contourf_hatching.html#sphx-glr-gallery-images-contours-and-fields-contourf-hatching-py"><span class="std std-ref">Contourf Hatching</span></a></span><a class="headerlink" href="#id63" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Demonstrate use of a log color scale in contourf"><div class="figure align-default" id="id64">
<img alt="Contourf and log color scale" src="../_images/sphx_glr_contourf_log_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/contourf_log.html#sphx-glr-gallery-images-contours-and-fields-contourf-log-py"><span class="std std-ref">Contourf and log color scale</span></a></span><a class="headerlink" href="#id64" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Contour plotting is particularly handy when illustrating the solution space of optimization pro..."><div class="figure align-default" id="id65">
<img alt="Contouring the solution space of optimizations" src="../_images/sphx_glr_contours_in_optimization_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/contours_in_optimization_demo.html#sphx-glr-gallery-images-contours-and-fields-contours-in-optimization-demo-py"><span class="std std-ref">Contouring the solution space of optimizations</span></a></span><a class="headerlink" href="#id65" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="A ~matplotlib.image.BboxImage can be used to position an image according to a bounding box. Thi..."><div class="figure align-default" id="id66">
<img alt="BboxImage Demo" src="../_images/sphx_glr_demo_bboximage_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/demo_bboximage.html#sphx-glr-gallery-images-contours-and-fields-demo-bboximage-py"><span class="std std-ref">BboxImage Demo</span></a></span><a class="headerlink" href="#id66" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="This illustrates placing images directly in the figure, with no Axes objects."><div class="figure align-default" id="id67">
<img alt="Figimage Demo" src="../_images/sphx_glr_figimage_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/figimage_demo.html#sphx-glr-gallery-images-contours-and-fields-figimage-demo-py"><span class="std std-ref">Figimage Demo</span></a></span><a class="headerlink" href="#id67" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="It is often desirable to show data which depends on two independent variables as a color coded ..."><div class="figure align-default" id="id68">
<img alt="Creating annotated heatmaps" src="../_images/sphx_glr_image_annotated_heatmap_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/image_annotated_heatmap.html#sphx-glr-gallery-images-contours-and-fields-image-annotated-heatmap-py"><span class="std std-ref">Creating annotated heatmaps</span></a></span><a class="headerlink" href="#id68" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Images are represented by discrete pixels, either on the screen or in an image file. When data..."><div class="figure align-default" id="id69">
<img alt="Image antialiasing" src="../_images/sphx_glr_image_antialiasing_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/image_antialiasing.html#sphx-glr-gallery-images-contours-and-fields-image-antialiasing-py"><span class="std std-ref">Image antialiasing</span></a></span><a class="headerlink" href="#id69" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Demo of image that's been clipped by a circular patch."><div class="figure align-default" id="id70">
<img alt="Clipping images with patches" src="../_images/sphx_glr_image_clip_path_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/image_clip_path.html#sphx-glr-gallery-images-contours-and-fields-image-clip-path-py"><span class="std std-ref">Clipping images with patches</span></a></span><a class="headerlink" href="#id70" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Many ways to plot images in Matplotlib."><div class="figure align-default" id="id71">
<img alt="Image Demo" src="../_images/sphx_glr_image_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/image_demo.html#sphx-glr-gallery-images-contours-and-fields-image-demo-py"><span class="std std-ref">Image Demo</span></a></span><a class="headerlink" href="#id71" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="imshow with masked array input and out-of-range colors."><div class="figure align-default" id="id72">
<img alt="Image Masked" src="../_images/sphx_glr_image_masked_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/image_masked.html#sphx-glr-gallery-images-contours-and-fields-image-masked-py"><span class="std std-ref">Image Masked</span></a></span><a class="headerlink" href="#id72" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="This illustrates the NonUniformImage class. It is not available via an Axes method but it is e..."><div class="figure align-default" id="id73">
<img alt="Image Nonuniform" src="../_images/sphx_glr_image_nonuniform_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/image_nonuniform.html#sphx-glr-gallery-images-contours-and-fields-image-nonuniform-py"><span class="std std-ref">Image Nonuniform</span></a></span><a class="headerlink" href="#id73" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Blend transparency with color to highlight parts of data with imshow."><div class="figure align-default" id="id74">
<img alt="Blend transparency with color in 2D images" src="../_images/sphx_glr_image_transparency_blend_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/image_transparency_blend.html#sphx-glr-gallery-images-contours-and-fields-image-transparency-blend-py"><span class="std std-ref">Blend transparency with color in 2D images</span></a></span><a class="headerlink" href="#id74" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Modify the coordinate formatter to report the image "z" value of the nearest pixel given x and ..."><div class="figure align-default" id="id75">
<img alt="Modifying the coordinate formatter" src="../_images/sphx_glr_image_zcoord_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/image_zcoord.html#sphx-glr-gallery-images-contours-and-fields-image-zcoord-py"><span class="std std-ref">Modifying the coordinate formatter</span></a></span><a class="headerlink" href="#id75" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="This example displays the difference between interpolation methods for ~.axes.Axes.imshow."><div class="figure align-default" id="id76">
<img alt="Interpolations for imshow" src="../_images/sphx_glr_interpolation_methods_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/interpolation_methods.html#sphx-glr-gallery-images-contours-and-fields-interpolation-methods-py"><span class="std std-ref">Interpolations for imshow</span></a></span><a class="headerlink" href="#id76" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Comparison of a contour plot of irregularly spaced data interpolated on a regular grid versus a..."><div class="figure align-default" id="id77">
<img alt="Contour plot of irregularly spaced data" src="../_images/sphx_glr_irregulardatagrid_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/irregulardatagrid.html#sphx-glr-gallery-images-contours-and-fields-irregulardatagrid-py"><span class="std std-ref">Contour plot of irregularly spaced data</span></a></span><a class="headerlink" href="#id77" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Layer images above one another using alpha blending"><div class="figure align-default" id="id78">
<img alt="Layer Images" src="../_images/sphx_glr_layer_images_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/layer_images.html#sphx-glr-gallery-images-contours-and-fields-layer-images-py"><span class="std std-ref">Layer Images</span></a></span><a class="headerlink" href="#id78" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="~.axes.Axes.matshow visualizes a 2D matrix or array as color-coded image."><div class="figure align-default" id="id79">
<img alt="Matshow" src="../_images/sphx_glr_matshow_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/matshow.html#sphx-glr-gallery-images-contours-and-fields-matshow-py"><span class="std std-ref">Matshow</span></a></span><a class="headerlink" href="#id79" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Make a set of images with a single colormap, norm, and colorbar."><div class="figure align-default" id="id80">
<img alt="Multi Image" src="../_images/sphx_glr_multi_image_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/multi_image.html#sphx-glr-gallery-images-contours-and-fields-multi-image-py"><span class="std std-ref">Multi Image</span></a></span><a class="headerlink" href="#id80" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Generating images with ~.axes.Axes.pcolor."><div class="figure align-default" id="id81">
<img alt="Pcolor Demo" src="../_images/sphx_glr_pcolor_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/pcolor_demo.html#sphx-glr-gallery-images-contours-and-fields-pcolor-demo-py"><span class="std std-ref">Pcolor Demo</span></a></span><a class="headerlink" href="#id81" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip=".axes.Axes.pcolormesh and ~.axes.Axes.pcolor have a few options for how grids are laid out and ..."><div class="figure align-default" id="id82">
<img alt="pcolormesh grids and shading" src="../_images/sphx_glr_pcolormesh_grids_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/pcolormesh_grids.html#sphx-glr-gallery-images-contours-and-fields-pcolormesh-grids-py"><span class="std std-ref">pcolormesh grids and shading</span></a></span><a class="headerlink" href="#id82" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip=".axes.Axes.pcolormesh allows you to generate 2D image-style plots. Note it is faster than the ..."><div class="figure align-default" id="id83">
<img alt="pcolormesh" src="../_images/sphx_glr_pcolormesh_levels_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/pcolormesh_levels.html#sphx-glr-gallery-images-contours-and-fields-pcolormesh-levels-py"><span class="std std-ref">pcolormesh</span></a></span><a class="headerlink" href="#id83" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="A stream plot, or streamline plot, is used to display 2D vector fields. This example shows a fe..."><div class="figure align-default" id="id84">
<img alt="Streamplot" src="../_images/sphx_glr_plot_streamplot_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/plot_streamplot.html#sphx-glr-gallery-images-contours-and-fields-plot-streamplot-py"><span class="std std-ref">Streamplot</span></a></span><a class="headerlink" href="#id84" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="~.axes.Axes.pcolormesh uses a ~matplotlib.collections.QuadMesh, a faster generalization of ~.ax..."><div class="figure align-default" id="id85">
<img alt="QuadMesh Demo" src="../_images/sphx_glr_quadmesh_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/quadmesh_demo.html#sphx-glr-gallery-images-contours-and-fields-quadmesh-demo-py"><span class="std std-ref">QuadMesh Demo</span></a></span><a class="headerlink" href="#id85" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Demonstrates some more advanced options for ~.axes.Axes.quiver. For a simple example refer to ..."><div class="figure align-default" id="id86">
<img alt="Advanced quiver and quiverkey functions" src="../_images/sphx_glr_quiver_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/quiver_demo.html#sphx-glr-gallery-images-contours-and-fields-quiver-demo-py"><span class="std std-ref">Advanced quiver and quiverkey functions</span></a></span><a class="headerlink" href="#id86" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="A simple example of a ~.axes.Axes.quiver plot with a ~.axes.Axes.quiverkey."><div class="figure align-default" id="id87">
<img alt="Quiver Simple Demo" src="../_images/sphx_glr_quiver_simple_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/quiver_simple_demo.html#sphx-glr-gallery-images-contours-and-fields-quiver-simple-demo-py"><span class="std std-ref">Quiver Simple Demo</span></a></span><a class="headerlink" href="#id87" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Example showing how to make shaded relief plots like Mathematica_ or `Generic Mapping Tools`_."><div class="figure align-default" id="id88">
<img alt="Shading example" src="../_images/sphx_glr_shading_example_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/shading_example.html#sphx-glr-gallery-images-contours-and-fields-shading-example-py"><span class="std std-ref">Shading example</span></a></span><a class="headerlink" href="#id88" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Demo of a spectrogram plot (`~.axes.Axes.specgram`)."><div class="figure align-default" id="id89">
<img alt="Spectrogram Demo" src="../_images/sphx_glr_specgram_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/specgram_demo.html#sphx-glr-gallery-images-contours-and-fields-specgram-demo-py"><span class="std std-ref">Spectrogram Demo</span></a></span><a class="headerlink" href="#id89" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Plot the sparsity pattern of arrays."><div class="figure align-default" id="id90">
<img alt="Spy Demos" src="../_images/sphx_glr_spy_demos_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/spy_demos.html#sphx-glr-gallery-images-contours-and-fields-spy-demos-py"><span class="std std-ref">Spy Demos</span></a></span><a class="headerlink" href="#id90" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Contour plots of unstructured triangular grids."><div class="figure align-default" id="id91">
<img alt="Tricontour Demo" src="../_images/sphx_glr_tricontour_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/tricontour_demo.html#sphx-glr-gallery-images-contours-and-fields-tricontour-demo-py"><span class="std std-ref">Tricontour Demo</span></a></span><a class="headerlink" href="#id91" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Demonstrates high-resolution tricontouring of a random set of points; a matplotlib.tri.TriAnaly..."><div class="figure align-default" id="id92">
<img alt="Tricontour Smooth Delaunay" src="../_images/sphx_glr_tricontour_smooth_delaunay_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/tricontour_smooth_delaunay.html#sphx-glr-gallery-images-contours-and-fields-tricontour-smooth-delaunay-py"><span class="std std-ref">Tricontour Smooth Delaunay</span></a></span><a class="headerlink" href="#id92" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Demonstrates high-resolution tricontouring on user-defined triangular grids with matplotlib.tri..."><div class="figure align-default" id="id93">
<img alt="Tricontour Smooth User" src="../_images/sphx_glr_tricontour_smooth_user_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/tricontour_smooth_user.html#sphx-glr-gallery-images-contours-and-fields-tricontour-smooth-user-py"><span class="std std-ref">Tricontour Smooth User</span></a></span><a class="headerlink" href="#id93" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Demonstrates computation of gradient with matplotlib.tri.CubicTriInterpolator."><div class="figure align-default" id="id94">
<img alt="Trigradient Demo" src="../_images/sphx_glr_trigradient_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/trigradient_demo.html#sphx-glr-gallery-images-contours-and-fields-trigradient-demo-py"><span class="std std-ref">Trigradient Demo</span></a></span><a class="headerlink" href="#id94" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Interpolation from triangular grid to quad grid."><div class="figure align-default" id="id95">
<img alt="Triinterp Demo" src="../_images/sphx_glr_triinterp_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/triinterp_demo.html#sphx-glr-gallery-images-contours-and-fields-triinterp-demo-py"><span class="std std-ref">Triinterp Demo</span></a></span><a class="headerlink" href="#id95" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Pseudocolor plots of unstructured triangular grids."><div class="figure align-default" id="id96">
<img alt="Tripcolor Demo" src="../_images/sphx_glr_tripcolor_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/tripcolor_demo.html#sphx-glr-gallery-images-contours-and-fields-tripcolor-demo-py"><span class="std std-ref">Tripcolor Demo</span></a></span><a class="headerlink" href="#id96" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Creating and plotting unstructured triangular grids."><div class="figure align-default" id="id97">
<img alt="Triplot Demo" src="../_images/sphx_glr_triplot_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/triplot_demo.html#sphx-glr-gallery-images-contours-and-fields-triplot-demo-py"><span class="std std-ref">Triplot Demo</span></a></span><a class="headerlink" href="#id97" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Using a PNG file as a watermark."><div class="figure align-default" id="id98">
<img alt="Watermark image" src="../_images/sphx_glr_watermark_image_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="images_contours_and_fields/watermark_image.html#sphx-glr-gallery-images-contours-and-fields-watermark-image-py"><span class="std std-ref">Watermark image</span></a></span><a class="headerlink" href="#id98" title="Permalink to this image">¶</a></p>
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<div class="section" id="subplots-axes-and-figures">
<span id="subplots-axes-and-figures-examples"></span><span id="sphx-glr-gallery-subplots-axes-and-figures"></span><h2>Subplots, axes and figures<a class="headerlink" href="#subplots-axes-and-figures" title="Permalink to this headline">¶</a></h2>
<div class="sphx-glr-thumbcontainer" tooltip="Aligning xlabel and ylabel using .Figure.align_xlabels and .Figure.align_ylabels"><div class="figure align-default" id="id99">
<img alt="Aligning Labels" src="../_images/sphx_glr_align_labels_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/align_labels_demo.html#sphx-glr-gallery-subplots-axes-and-figures-align-labels-demo-py"><span class="std std-ref">Aligning Labels</span></a></span><a class="headerlink" href="#id99" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="This demo shows how to set the aspect of an axes box directly via ~.Axes.set_box_aspect. The bo..."><div class="figure align-default" id="id100">
<img alt="Axes box aspect" src="../_images/sphx_glr_axes_box_aspect_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/axes_box_aspect.html#sphx-glr-gallery-subplots-axes-and-figures-axes-box-aspect-py"><span class="std std-ref">Axes box aspect</span></a></span><a class="headerlink" href="#id100" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Example use of fig.add_axes to create inset axes within the main plot axes."><div class="figure align-default" id="id101">
<img alt="Axes Demo" src="../_images/sphx_glr_axes_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/axes_demo.html#sphx-glr-gallery-subplots-axes-and-figures-axes-demo-py"><span class="std std-ref">Axes Demo</span></a></span><a class="headerlink" href="#id101" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="The first figure in this example shows how to zoom in and out of a plot using ~.Axes.margins in..."><div class="figure align-default" id="id102">
<img alt="Controlling view limits using margins and sticky_edges" src="../_images/sphx_glr_axes_margins_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/axes_margins.html#sphx-glr-gallery-subplots-axes-and-figures-axes-margins-py"><span class="std std-ref">Controlling view limits using margins and sticky_edges</span></a></span><a class="headerlink" href="#id102" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="You can control the axis tick and grid properties"><div class="figure align-default" id="id103">
<img alt="Axes Props" src="../_images/sphx_glr_axes_props_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/axes_props.html#sphx-glr-gallery-subplots-axes-and-figures-axes-props-py"><span class="std std-ref">Axes Props</span></a></span><a class="headerlink" href="#id103" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Axes Zoom Effect"><div class="figure align-default" id="id104">
<img alt="Axes Zoom Effect" src="../_images/sphx_glr_axes_zoom_effect_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/axes_zoom_effect.html#sphx-glr-gallery-subplots-axes-and-figures-axes-zoom-effect-py"><span class="std std-ref">Axes Zoom Effect</span></a></span><a class="headerlink" href="#id104" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Create lines or rectangles that span the axes in either the horizontal or vertical direction, a..."><div class="figure align-default" id="id105">
<img alt="axhspan Demo" src="../_images/sphx_glr_axhspan_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/axhspan_demo.html#sphx-glr-gallery-subplots-axes-and-figures-axhspan-demo-py"><span class="std std-ref">axhspan Demo</span></a></span><a class="headerlink" href="#id105" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="How to set and adjust plots with equal axis aspect ratios."><div class="figure align-default" id="id106">
<img alt="Equal axis aspect ratio" src="../_images/sphx_glr_axis_equal_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/axis_equal_demo.html#sphx-glr-gallery-subplots-axes-and-figures-axis-equal-demo-py"><span class="std std-ref">Equal axis aspect ratio</span></a></span><a class="headerlink" href="#id106" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Choose axis label position when calling ~.Axes.set_xlabel and ~.Axes.set_ylabel as well as for ..."><div class="figure align-default" id="id107">
<img alt="Axis Label Position" src="../_images/sphx_glr_axis_labels_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/axis_labels_demo.html#sphx-glr-gallery-subplots-axes-and-figures-axis-labels-demo-py"><span class="std std-ref">Axis Label Position</span></a></span><a class="headerlink" href="#id107" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Broken axis example, where the y-axis will have a portion cut out."><div class="figure align-default" id="id108">
<img alt="Broken Axis" src="../_images/sphx_glr_broken_axis_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/broken_axis.html#sphx-glr-gallery-subplots-axes-and-figures-broken-axis-py"><span class="std std-ref">Broken Axis</span></a></span><a class="headerlink" href="#id108" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Colorbars indicate the quantitative extent of image data. Placing in a figure is non-trivial b..."><div class="figure align-default" id="id109">
<img alt="Placing Colorbars" src="../_images/sphx_glr_colorbar_placement_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/colorbar_placement.html#sphx-glr-gallery-subplots-axes-and-figures-colorbar-placement-py"><span class="std std-ref">Placing Colorbars</span></a></span><a class="headerlink" href="#id109" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="You can pass a .Figure subclass to .pyplot.figure if you want to change the default behavior of..."><div class="figure align-default" id="id110">
<img alt="Custom Figure subclasses" src="../_images/sphx_glr_custom_figure_class_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/custom_figure_class.html#sphx-glr-gallery-subplots-axes-and-figures-custom-figure-class-py"><span class="std std-ref">Custom Figure subclasses</span></a></span><a class="headerlink" href="#id110" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Constrained layout attempts to resize subplots in a figure so that there are no overlaps betwee..."><div class="figure align-default" id="id111">
<img alt="Resizing axes with constrained layout" src="../_images/sphx_glr_demo_constrained_layout_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/demo_constrained_layout.html#sphx-glr-gallery-subplots-axes-and-figures-demo-constrained-layout-py"><span class="std std-ref">Resizing axes with constrained layout</span></a></span><a class="headerlink" href="#id111" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="~.figure.Figure.tight_layout attempts to resize subplots in a figure so that there are no overl..."><div class="figure align-default" id="id112">
<img alt="Resizing axes with tight layout" src="../_images/sphx_glr_demo_tight_layout_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/demo_tight_layout.html#sphx-glr-gallery-subplots-axes-and-figures-demo-tight-layout-py"><span class="std std-ref">Resizing axes with tight layout</span></a></span><a class="headerlink" href="#id112" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Demo of how to display two scales on the left and right y axis."><div class="figure align-default" id="id113">
<img alt="Different scales on the same axes" src="../_images/sphx_glr_fahrenheit_celsius_scales_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/fahrenheit_celsius_scales.html#sphx-glr-gallery-subplots-axes-and-figures-fahrenheit-celsius-scales-py"><span class="std std-ref">Different scales on the same axes</span></a></span><a class="headerlink" href="#id113" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="The native figure size unit in Matplotlib is inches, deriving from print industry standards. Ho..."><div class="figure align-default" id="id114">
<img alt="Figure size in different units" src="../_images/sphx_glr_figure_size_units_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/figure_size_units.html#sphx-glr-gallery-subplots-axes-and-figures-figure-size-units-py"><span class="std std-ref">Figure size in different units</span></a></span><a class="headerlink" href="#id114" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Each axes can have a title (or actually three - one each with *loc* "left", "center", and "righ..."><div class="figure align-default" id="id115">
<img alt="Figure labels: suptitle, supxlabel, supylabel" src="../_images/sphx_glr_figure_title_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/figure_title.html#sphx-glr-gallery-subplots-axes-and-figures-figure-title-py"><span class="std std-ref">Figure labels: suptitle, supxlabel, supylabel</span></a></span><a class="headerlink" href="#id115" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="To create plots that share a common axis (visually) you can set the hspace between the subplots..."><div class="figure align-default" id="id116">
<img alt="Creating adjacent subplots" src="../_images/sphx_glr_ganged_plots_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/ganged_plots.html#sphx-glr-gallery-subplots-axes-and-figures-ganged-plots-py"><span class="std std-ref">Creating adjacent subplots</span></a></span><a class="headerlink" href="#id116" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="This shows 4 possible geographic projections. Cartopy_ supports more projections."><div class="figure align-default" id="id117">
<img alt="Geographic Projections" src="../_images/sphx_glr_geo_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/geo_demo.html#sphx-glr-gallery-subplots-axes-and-figures-geo-demo-py"><span class="std std-ref">Geographic Projections</span></a></span><a class="headerlink" href="#id117" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Sometimes we want to combine two subplots in an axes layout created with ~.Figure.subplots. We..."><div class="figure align-default" id="id118">
<img alt="Combining two subplots using subplots and GridSpec" src="../_images/sphx_glr_gridspec_and_subplots_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/gridspec_and_subplots.html#sphx-glr-gallery-subplots-axes-and-figures-gridspec-and-subplots-py"><span class="std std-ref">Combining two subplots using subplots and GridSpec</span></a></span><a class="headerlink" href="#id118" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip=".GridSpec is a flexible way to layout subplot grids. Here is an example with a 3x3 grid, and a..."><div class="figure align-default" id="id119">
<img alt="Using Gridspec to make multi-column/row subplot layouts" src="../_images/sphx_glr_gridspec_multicolumn_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/gridspec_multicolumn.html#sphx-glr-gallery-subplots-axes-and-figures-gridspec-multicolumn-py"><span class="std std-ref">Using Gridspec to make multi-column/row subplot layouts</span></a></span><a class="headerlink" href="#id119" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="GridSpecs can be nested, so that a subplot from a parent GridSpec can set the position for a ne..."><div class="figure align-default" id="id120">
<img alt="Nested Gridspecs" src="../_images/sphx_glr_gridspec_nested_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/gridspec_nested.html#sphx-glr-gallery-subplots-axes-and-figures-gridspec-nested-py"><span class="std std-ref">Nested Gridspecs</span></a></span><a class="headerlink" href="#id120" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="You can use decreasing axes by flipping the normal order of the axis limits"><div class="figure align-default" id="id121">
<img alt="Invert Axes" src="../_images/sphx_glr_invert_axes_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/invert_axes.html#sphx-glr-gallery-subplots-axes-and-figures-invert-axes-py"><span class="std std-ref">Invert Axes</span></a></span><a class="headerlink" href="#id121" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="matplotlib.pyplot uses the concept of a *current figure* and *current axes*. Figures are identi..."><div class="figure align-default" id="id122">
<img alt="Managing multiple figures in pyplot" src="../_images/sphx_glr_multiple_figs_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/multiple_figs_demo.html#sphx-glr-gallery-subplots-axes-and-figures-multiple-figs-demo-py"><span class="std std-ref">Managing multiple figures in pyplot</span></a></span><a class="headerlink" href="#id122" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Sometimes we want a secondary axis on a plot, for instance to convert radians to degrees on the..."><div class="figure align-default" id="id123">
<img alt="Secondary Axis" src="../_images/sphx_glr_secondary_axis_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/secondary_axis.html#sphx-glr-gallery-subplots-axes-and-figures-secondary-axis-py"><span class="std std-ref">Secondary Axis</span></a></span><a class="headerlink" href="#id123" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="It's common to make two or more plots which share an axis, e.g., two subplots with time as a co..."><div class="figure align-default" id="id124">
<img alt="Sharing axis limits and views" src="../_images/sphx_glr_share_axis_lims_views_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/share_axis_lims_views.html#sphx-glr-gallery-subplots-axes-and-figures-share-axis-lims-views-py"><span class="std std-ref">Sharing axis limits and views</span></a></span><a class="headerlink" href="#id124" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="You can share the x or y axis limits for one axis with another by passing an axes instance as a..."><div class="figure align-default" id="id125">
<img alt="Shared Axis" src="../_images/sphx_glr_shared_axis_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/shared_axis_demo.html#sphx-glr-gallery-subplots-axes-and-figures-shared-axis-demo-py"><span class="std std-ref">Shared Axis</span></a></span><a class="headerlink" href="#id125" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Sometimes it is desirable to have a figure with two different layouts in it. This can be achiev..."><div class="figure align-default" id="id126">
<img alt="Figure subfigures" src="../_images/sphx_glr_subfigures_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/subfigures.html#sphx-glr-gallery-subplots-axes-and-figures-subfigures-py"><span class="std std-ref">Figure subfigures</span></a></span><a class="headerlink" href="#id126" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Simple demo with multiple subplots."><div class="figure align-default" id="id127">
<img alt="Multiple subplots" src="../_images/sphx_glr_subplot_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/subplot.html#sphx-glr-gallery-subplots-axes-and-figures-subplot-py"><span class="std std-ref">Multiple subplots</span></a></span><a class="headerlink" href="#id127" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Demo with two subplots. For more options, see /gallery/subplots_axes_and_figures/subplots_demo"><div class="figure align-default" id="id128">
<img alt="Basic Subplot Demo" src="../_images/sphx_glr_subplot_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/subplot_demo.html#sphx-glr-gallery-subplots-axes-and-figures-subplot-demo-py"><span class="std std-ref">Basic Subplot Demo</span></a></span><a class="headerlink" href="#id128" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Matplotlib has a toolbar available for adjusting subplot spacing."><div class="figure align-default" id="id129">
<img alt="Subplot Toolbar" src="../_images/sphx_glr_subplot_toolbar_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/subplot_toolbar.html#sphx-glr-gallery-subplots-axes-and-figures-subplot-toolbar-py"><span class="std std-ref">Subplot Toolbar</span></a></span><a class="headerlink" href="#id129" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Adjusting the spacing of margins and subplots using ~matplotlib.pyplot.subplots_adjust."><div class="figure align-default" id="id130">
<img alt="Subplots Adjust" src="../_images/sphx_glr_subplots_adjust_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/subplots_adjust.html#sphx-glr-gallery-subplots-axes-and-figures-subplots-adjust-py"><span class="std std-ref">Subplots Adjust</span></a></span><a class="headerlink" href="#id130" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip=".pyplot.subplots creates a figure and a grid of subplots with a single call, while providing re..."><div class="figure align-default" id="id131">
<img alt="Creating multiple subplots using ``plt.subplots``" src="../_images/sphx_glr_subplots_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/subplots_demo.html#sphx-glr-gallery-subplots-axes-and-figures-subplots-demo-py"><span class="std std-ref">Creating multiple subplots using plt.subplots</span></a></span><a class="headerlink" href="#id131" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Two plots on the same axes with different left and right scales."><div class="figure align-default" id="id132">
<img alt="Plots with different scales" src="../_images/sphx_glr_two_scales_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/two_scales.html#sphx-glr-gallery-subplots-axes-and-figures-two-scales-py"><span class="std std-ref">Plots with different scales</span></a></span><a class="headerlink" href="#id132" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Example of an inset axes and a rectangle showing where the zoom is located."><div class="figure align-default" id="id133">
<img alt="Zoom region inset axes" src="../_images/sphx_glr_zoom_inset_axes_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="subplots_axes_and_figures/zoom_inset_axes.html#sphx-glr-gallery-subplots-axes-and-figures-zoom-inset-axes-py"><span class="std std-ref">Zoom region inset axes</span></a></span><a class="headerlink" href="#id133" title="Permalink to this image">¶</a></p>
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<div class="section" id="statistics">
<span id="statistics-examples"></span><span id="sphx-glr-gallery-statistics"></span><h2>Statistics<a class="headerlink" href="#statistics" title="Permalink to this headline">¶</a></h2>
<div class="sphx-glr-thumbcontainer" tooltip="Bar charts are useful for visualizing counts, or summary statistics with error bars. Also see t..."><div class="figure align-default" id="id134">
<img alt="Percentiles as horizontal bar chart" src="../_images/sphx_glr_barchart_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="statistics/barchart_demo.html#sphx-glr-gallery-statistics-barchart-demo-py"><span class="std std-ref">Percentiles as horizontal bar chart</span></a></span><a class="headerlink" href="#id134" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates how to use the various kwargs to fully customize box plots. The first..."><div class="figure align-default" id="id135">
<img alt="Artist customization in box plots" src="../_images/sphx_glr_boxplot_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="statistics/boxplot.html#sphx-glr-gallery-statistics-boxplot-py"><span class="std std-ref">Artist customization in box plots</span></a></span><a class="headerlink" href="#id135" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="This plot illustrates how to create two types of box plots (rectangular and notched), and how t..."><div class="figure align-default" id="id136">
<img alt="Box plots with custom fill colors" src="../_images/sphx_glr_boxplot_color_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="statistics/boxplot_color.html#sphx-glr-gallery-statistics-boxplot-color-py"><span class="std std-ref">Box plots with custom fill colors</span></a></span><a class="headerlink" href="#id136" title="Permalink to this image">¶</a></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Visualizing boxplots with matplotlib."><div class="figure align-default" id="id137">