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<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
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<html xmlns="http://www.w3.org/1999/xhtml">
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<h3><a href="../contents.html">Table of Contents</a></h3>
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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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<li><a class="reference internal" href="#color">Color</a><ul>
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<div class="section" id="gallery">
<span id="examples-index"></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 style='clear:both'></div><div class="section" id="lines-bars-and-markers">
<span id="lines-bars-and-markers-example"></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="Arctest"><div class="figure" id="id5">
<img alt="../_images/sphx_glr_arctest_thumb.png" src="../_images/sphx_glr_arctest_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/arctest.html#sphx-glr-gallery-lines-bars-and-markers-arctest-py"><span class="std std-ref">Arctest</span></a></span></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" id="id6">
<img alt="../_images/sphx_glr_bar_stacked_thumb.png" 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 Graph</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="A bar plot with errorbars and height labels on individual bars. "><div class="figure" id="id7">
<img alt="../_images/sphx_glr_barchart_thumb.png" 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">Barchart</span></a></span></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" id="id8">
<img alt="../_images/sphx_glr_barh_thumb.png" 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></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" id="id9">
<img alt="../_images/sphx_glr_broken_barh_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="How to use categorical variables in Matplotlib."><div class="figure" id="id10">
<img alt="../_images/sphx_glr_categorical_variables_thumb.png" 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></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" id="id11">
<img alt="../_images/sphx_glr_cohere_thumb.png" 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></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" id="id12">
<img alt="../_images/sphx_glr_csd_demo_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Illustration of upper and lower limit symbols on errorbars "><div class="figure" id="id13">
<img alt="../_images/sphx_glr_errorbar_limits_simple_thumb.png" 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 Limits</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Demo for the errorevery keyword to show data full accuracy data plots with few errorbars. "><div class="figure" id="id14">
<img alt="../_images/sphx_glr_errorbar_subsample_thumb.png" 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 Subsample</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<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" id="id15">
<img alt="../_images/sphx_glr_eventcollection_demo_thumb.png" 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></p>
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</div>
<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" id="id16">
<img alt="../_images/sphx_glr_eventplot_demo_thumb.png" 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></p>
</div>
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</div>
<div class="sphx-glr-thumbcontainer" tooltip="Demo fill plot. "><div class="figure" id="id17">
<img alt="../_images/sphx_glr_fill_thumb.png" 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">Fill plot demo</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="This example shows how to use ``fill_between`` to color between lines based on user-defined log..."><div class="figure" id="id18">
<img alt="../_images/sphx_glr_fill_between_demo_thumb.png" 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></p>
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</div>
<div class="sphx-glr-thumbcontainer" tooltip="Using ``fill_betweenx`` to color between two horizontal curves. "><div class="figure" id="id19">
<img alt="../_images/sphx_glr_fill_betweenx_demo_thumb.png" 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></p>
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</div>
<div class="sphx-glr-thumbcontainer" tooltip="Hatching capabilities for plotting histograms. "><div class="figure" id="id20">
<img alt="../_images/sphx_glr_filled_step_thumb.png" 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></p>
</div>
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</div>
<div class="sphx-glr-thumbcontainer" tooltip="Gradient Bar"><div class="figure" id="id21">
<img alt="../_images/sphx_glr_gradient_bar_thumb.png" 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">Gradient Bar</span></a></span></p>
</div>
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</div>
<div class="sphx-glr-thumbcontainer" tooltip="Interp Demo"><div class="figure" id="id22">
<img alt="../_images/sphx_glr_interp_demo_thumb.png" src="../_images/sphx_glr_interp_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/interp_demo.html#sphx-glr-gallery-lines-bars-and-markers-interp-demo-py"><span class="std std-ref">Interp Demo</span></a></span></p>
</div>
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</div>
<div class="sphx-glr-thumbcontainer" tooltip="Illustrate the three different join styles. "><div class="figure" id="id23">
<img alt="../_images/sphx_glr_joinstyle_thumb.png" 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">Join styles</span></a></span></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_..."><div class="figure" id="id24">
<img alt="../_images/sphx_glr_line_demo_dash_control_thumb.png" 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></p>
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</div>
<div class="sphx-glr-thumbcontainer" tooltip="Reference for line-styles included with Matplotlib. "><div class="figure" id="id25">
<img alt="../_images/sphx_glr_line_styles_reference_thumb.png" src="../_images/sphx_glr_line_styles_reference_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/line_styles_reference.html#sphx-glr-gallery-lines-bars-and-markers-line-styles-reference-py"><span class="std std-ref">Line-style reference</span></a></span></p>
</div>
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</div>
<div class="sphx-glr-thumbcontainer" tooltip="This examples showcases different linestyles copying those of Tikz/PGF. "><div class="figure" id="id26">
<img alt="../_images/sphx_glr_linestyles_thumb.png" 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></p>
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</div>
<div class="sphx-glr-thumbcontainer" tooltip="Reference for marker fill-styles included with Matplotlib."><div class="figure" id="id27">
<img alt="../_images/sphx_glr_marker_fillstyle_reference_thumb.png" src="../_images/sphx_glr_marker_fillstyle_reference_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/marker_fillstyle_reference.html#sphx-glr-gallery-lines-bars-and-markers-marker-fillstyle-reference-py"><span class="std std-ref">Marker filling-styles</span></a></span></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Reference for filled-, unfilled- and custom marker types with Matplotlib."><div class="figure" id="id28">
<img alt="../_images/sphx_glr_marker_reference_thumb.png" 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></p>
</div>
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</div>
<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" id="id29">
<img alt="../_images/sphx_glr_markevery_demo_thumb.png" 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></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" id="id30">
<img alt="../_images/sphx_glr_markevery_prop_cycle_thumb.png" 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">Implemented support for prop_cycle property markevery in rcParams</span></a></span></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Plot lines with points masked out."><div class="figure" id="id31">
<img alt="../_images/sphx_glr_masked_demo_thumb.png" 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">Masked Demo</span></a></span></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" id="id32">
<img alt="../_images/sphx_glr_multicolored_line_thumb.png" 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></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Example: simple line plots with NaNs inserted. "><div class="figure" id="id33">
<img alt="../_images/sphx_glr_nan_test_thumb.png" src="../_images/sphx_glr_nan_test_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="lines_bars_and_markers/nan_test.html#sphx-glr-gallery-lines-bars-and-markers-nan-test-py"><span class="std std-ref">Nan Test</span></a></span></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Plotting Power Spectral Density (PSD) in Matplotlib."><div class="figure" id="id34">
<img alt="../_images/sphx_glr_psd_demo_thumb.png" 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></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Creating a custom ellipse symbol in scatter plot."><div class="figure" id="id35">
<img alt="../_images/sphx_glr_scatter_custom_symbol_thumb.png" 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></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Demo of scatter plot with varying marker colors and sizes. "><div class="figure" id="id36">
<img alt="../_images/sphx_glr_scatter_demo2_thumb.png" 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></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Creates histogram from scatter plot and adds them to the sides of the plot."><div class="figure" id="id37">
<img alt="../_images/sphx_glr_scatter_hist_thumb.png" 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 Hist</span></a></span></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" id="id38">
<img alt="../_images/sphx_glr_scatter_masked_thumb.png" 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></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" id="id39">
<img alt="../_images/sphx_glr_scatter_piecharts_thumb.png" 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></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Create multiple scatter plots with different star symbols."><div class="figure" id="id40">
<img alt="../_images/sphx_glr_scatter_star_poly_thumb.png" 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">Scatter Star Poly</span></a></span></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Scatter plot with clover symbols."><div class="figure" id="id41">
<img alt="../_images/sphx_glr_scatter_symbol_thumb.png" 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></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Also demonstrates how transparency of the markers can be adjusted by giving ``alpha`` a value b..."><div class="figure" id="id42">
<img alt="../_images/sphx_glr_scatter_with_legend_thumb.png" 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></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Create a simple plot. "><div class="figure" id="id43">
<img alt="../_images/sphx_glr_simple_plot_thumb.png" 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></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" id="id44">
<img alt="../_images/sphx_glr_span_regions_thumb.png" 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></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" id="id45">
<img alt="../_images/sphx_glr_spectrum_demo_thumb.png" 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></p>
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<div class="sphx-glr-thumbcontainer" tooltip="How to create stackplots with Matplotlib."><div class="figure" id="id46">
<img alt="../_images/sphx_glr_stackplot_demo_thumb.png" 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">Stackplot Demo</span></a></span></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Stem plot plots vertical lines from baseline to the y-coordinate Plotting cosine(x) w.r.t x, us..."><div class="figure" id="id47">
<img alt="../_images/sphx_glr_stem_plot_thumb.png" 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></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Example step plots. "><div class="figure" id="id48">
<img alt="../_images/sphx_glr_step_demo_thumb.png" 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></p>
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<div class="sphx-glr-thumbcontainer" tooltip="How to create a simple timeline using Matplotlib release dates."><div class="figure" id="id49">
<img alt="../_images/sphx_glr_timeline_thumb.png" 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></p>
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<div class="sphx-glr-thumbcontainer" tooltip="This example showcases the functions hlines and vlines. "><div class="figure" id="id50">
<img alt="../_images/sphx_glr_vline_hline_demo_thumb.png" 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></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Example use of cross-correlation (`xcorr`) and auto-correlation (`acorr`) plots. "><div class="figure" id="id51">
<img alt="../_images/sphx_glr_xcorr_acorr_demo_thumb.png" 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></p>
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<div style='clear:both'></div></div>
<div class="section" id="images-contours-and-fields">
<span id="images-contours-and-fields-examples"></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 (:class:`~.transforms.Affine2D`) to the :ref:`data transfo..."><div class="figure" id="id52">
<img alt="../_images/sphx_glr_affine_image_thumb.png" 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></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Demonstration of wind barb plots "><div class="figure" id="id53">
<img alt="../_images/sphx_glr_barb_demo_thumb.png" 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">Barb Demo</span></a></span></p>
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<div class="sphx-glr-thumbcontainer" tooltip="This demo shows how to produce a one-dimensional image, or "bar code". "><div class="figure" id="id54">
<img alt="../_images/sphx_glr_barcode_demo_thumb.png" 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 Demo</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Illustrate the difference between ``corner_mask=False`` and ``corner_mask=True`` for masked con..."><div class="figure" id="id55">
<img alt="../_images/sphx_glr_contour_corner_mask_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Illustrate simple contour plotting, contours on an image with a colorbar for the contours, and ..."><div class="figure" id="id56">
<img alt="../_images/sphx_glr_contour_demo_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Test combinations of contouring, filled contouring, and image plotting. For contour labelling, ..."><div class="figure" id="id57">
<img alt="../_images/sphx_glr_contour_image_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Illustrate some of the more advanced things that one can do with contour labels."><div class="figure" id="id58">
<img alt="../_images/sphx_glr_contour_label_demo_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="How to use the :meth:`.axes.Axes.contourf` method to create filled contour plots. "><div class="figure" id="id59">
<img alt="../_images/sphx_glr_contourf_demo_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Demo filled contour plots with hatched patterns. "><div class="figure" id="id60">
<img alt="../_images/sphx_glr_contourf_hatching_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Demonstrate use of a log color scale in contourf "><div class="figure" id="id61">
<img alt="../_images/sphx_glr_contourf_log_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="A :class:`~matplotlib.image.BboxImage` can be used to position an image according to a bounding..."><div class="figure" id="id62">
<img alt="../_images/sphx_glr_demo_bboximage_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="This illustrates placing images directly in the figure, with no Axes objects."><div class="figure" id="id63">
<img alt="../_images/sphx_glr_figimage_demo_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<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" id="id64">
<img alt="../_images/sphx_glr_image_annotated_heatmap_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Demo of image that's been clipped by a circular patch. "><div class="figure" id="id65">
<img alt="../_images/sphx_glr_image_clip_path_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Many ways to plot images in Matplotlib."><div class="figure" id="id66">
<img alt="../_images/sphx_glr_image_demo_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="imshow with masked array input and out-of-range colors."><div class="figure" id="id67">
<img alt="../_images/sphx_glr_image_masked_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<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" id="id68">
<img alt="../_images/sphx_glr_image_nonuniform_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Blend transparency with color to highlight parts of data with imshow."><div class="figure" id="id69">
<img alt="../_images/sphx_glr_image_transparency_blend_thumb.png" 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 2-D images</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<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" id="id70">
<img alt="../_images/sphx_glr_image_zcoord_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="This example displays the difference between interpolation methods for :meth:`~.axes.Axes.imsho..."><div class="figure" id="id71">
<img alt="../_images/sphx_glr_interpolation_methods_thumb.png" 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/matshow</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<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" id="id72">
<img alt="../_images/sphx_glr_irregulardatagrid_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Layer images above one another using alpha blending "><div class="figure" id="id73">
<img alt="../_images/sphx_glr_layer_images_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Simple `~.axes.Axes.matshow` example. "><div class="figure" id="id74">
<img alt="../_images/sphx_glr_matshow_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Make a set of images with a single colormap, norm, and colorbar. "><div class="figure" id="id75">
<img alt="../_images/sphx_glr_multi_image_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Generating images with :meth:`~.axes.Axes.pcolor`."><div class="figure" id="id76">
<img alt="../_images/sphx_glr_pcolor_demo_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Shows how to combine Normalization and Colormap instances to draw "levels" in :meth:`~.axes.Axe..."><div class="figure" id="id77">
<img alt="../_images/sphx_glr_pcolormesh_levels_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<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" id="id78">
<img alt="../_images/sphx_glr_plot_streamplot_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="`~.axes.Axes.pcolormesh` uses a `~matplotlib.collections.QuadMesh`, a faster generalization of ..."><div class="figure" id="id79">
<img alt="../_images/sphx_glr_quadmesh_demo_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Demonstrates some more advanced options for `~.axes.Axes.quiver`. For a simple example refer t..."><div class="figure" id="id80">
<img alt="../_images/sphx_glr_quiver_demo_thumb.png" 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">Demonstration of advanced quiver and quiverkey functions</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="A simple example of a `~.axes.Axes.quiver` plot with a `~.axes.Axes.quiverkey`."><div class="figure" id="id81">
<img alt="../_images/sphx_glr_quiver_simple_demo_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Example showing how to make shaded relief plots like Mathematica (http://reference.wolfram.com/..."><div class="figure" id="id82">
<img alt="../_images/sphx_glr_shading_example_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Demo of a spectrogram plot (:meth:`~.axes.Axes.specgram`). "><div class="figure" id="id83">
<img alt="../_images/sphx_glr_specgram_demo_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Plot the sparsity pattern of arrays. "><div class="figure" id="id84">
<img alt="../_images/sphx_glr_spy_demos_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Contour plots of unstructured triangular grids. "><div class="figure" id="id85">
<img alt="../_images/sphx_glr_tricontour_demo_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Demonstrates high-resolution tricontouring of a random set of points ; a `matplotlib.tri.TriAna..."><div class="figure" id="id86">
<img alt="../_images/sphx_glr_tricontour_smooth_delaunay_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Demonstrates high-resolution tricontouring on user-defined triangular grids with `matplotlib.tr..."><div class="figure" id="id87">
<img alt="../_images/sphx_glr_tricontour_smooth_user_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Demonstrates computation of gradient with `matplotlib.tri.CubicTriInterpolator`. "><div class="figure" id="id88">
<img alt="../_images/sphx_glr_trigradient_demo_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Interpolation from triangular grid to quad grid. "><div class="figure" id="id89">
<img alt="../_images/sphx_glr_triinterp_demo_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Pseudocolor plots of unstructured triangular grids. "><div class="figure" id="id90">
<img alt="../_images/sphx_glr_tripcolor_demo_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Creating and plotting unstructured triangular grids. "><div class="figure" id="id91">
<img alt="../_images/sphx_glr_triplot_demo_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Using a PNG file as a watermark. "><div class="figure" id="id92">
<img alt="../_images/sphx_glr_watermark_image_thumb.png" 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></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div style='clear:both'></div></div>
<div class="section" id="subplots-axes-and-figures">
<span id="subplots-axes-and-figures-examples"></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" id="id93">
<img alt="../_images/sphx_glr_align_labels_demo_thumb.png" 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></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Example use of ``plt.axes`` to create inset axes within the main plot axes. "><div class="figure" id="id94">
<img alt="../_images/sphx_glr_axes_demo_thumb.png" 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></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` ..."><div class="figure" id="id95">
<img alt="../_images/sphx_glr_axes_margins_thumb.png" 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">Zooming in and out using Axes.margins and the subject of "stickiness"</span></a></span></p>
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<div class="sphx-glr-thumbcontainer" tooltip="You can control the axis tick and grid properties "><div class="figure" id="id96">
<img alt="../_images/sphx_glr_axes_props_thumb.png" 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></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Axes Zoom Effect"><div class="figure" id="id97">
<img alt="../_images/sphx_glr_axes_zoom_effect_thumb.png" 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></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. "><div class="figure" id="id98">
<img alt="../_images/sphx_glr_axhspan_demo_thumb.png" 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></p>
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<div class="sphx-glr-thumbcontainer" tooltip="How to set and adjust plots with equal axis ratios. "><div class="figure" id="id99">
<img alt="../_images/sphx_glr_axis_equal_demo_thumb.png" 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">Axis Equal Demo</span></a></span></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" id="id100">
<img alt="../_images/sphx_glr_broken_axis_thumb.png" 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></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" id="id101">
<img alt="../_images/sphx_glr_colorbar_placement_thumb.png" 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></p>
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<div class="sphx-glr-thumbcontainer" tooltip="You can pass a custom Figure constructor to figure if you want to derive from the default Figur..."><div class="figure" id="id102">
<img alt="../_images/sphx_glr_custom_figure_class_thumb.png" 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 Class</span></a></span></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" id="id103">
<img alt="../_images/sphx_glr_demo_constrained_layout_thumb.png" 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></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 ove..."><div class="figure" id="id104">
<img alt="../_images/sphx_glr_demo_tight_layout_thumb.png" 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></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" id="id105">
<img alt="../_images/sphx_glr_fahrenheit_celsius_scales_thumb.png" 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></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Create a figure with separate subplot titles and a centered figure title. "><div class="figure" id="id106">
<img alt="../_images/sphx_glr_figure_title_thumb.png" 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 Title</span></a></span></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" id="id107">
<img alt="../_images/sphx_glr_ganged_plots_thumb.png" 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></p>
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<div class="sphx-glr-thumbcontainer" tooltip="This shows 4 possible projections using subplot. Matplotlib also supports `Basemaps Toolkit <h..."><div class="figure" id="id108">
<img alt="../_images/sphx_glr_geo_demo_thumb.png" 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></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`. ..."><div class="figure" id="id109">
<img alt="../_images/sphx_glr_gridspec_and_subplots_thumb.png" 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></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..."><div class="figure" id="id110">
<img alt="../_images/sphx_glr_gridspec_multicolumn_thumb.png" 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></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" id="id111">
<img alt="../_images/sphx_glr_gridspec_nested_thumb.png" 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></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" id="id112">
<img alt="../_images/sphx_glr_invert_axes_thumb.png" 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></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Working with multiple figure windows and subplots "><div class="figure" id="id113">
<img alt="../_images/sphx_glr_multiple_figs_demo_thumb.png" 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">Multiple Figs Demo</span></a></span></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" id="id114">
<img alt="../_images/sphx_glr_shared_axis_demo_thumb.png" 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 Demo</span></a></span></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Simple demo with multiple subplots. "><div class="figure" id="id115">
<img alt="../_images/sphx_glr_subplot_thumb.png" 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></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Demo with two subplots. For more options, see :doc:`/gallery/subplots_axes_and_figures/subplots..."><div class="figure" id="id116">
<img alt="../_images/sphx_glr_subplot_demo_thumb.png" 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></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Matplotlib has a toolbar available for adjusting suplot spacing. "><div class="figure" id="id117">
<img alt="../_images/sphx_glr_subplot_toolbar_thumb.png" 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></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Adjusting the spacing of margins and subplots using :func:`~matplotlib.pyplot.subplots_adjust`...."><div class="figure" id="id118">
<img alt="../_images/sphx_glr_subplots_adjust_thumb.png" 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></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Examples illustrating the use of plt.subplots()."><div class="figure" id="id119">
<img alt="../_images/sphx_glr_subplots_demo_thumb.png" 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">Subplots Demo</span></a></span></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" id="id120">
<img alt="../_images/sphx_glr_two_scales_thumb.png" 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></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" id="id121">
<img alt="../_images/sphx_glr_zoom_inset_axes_thumb.png" 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></p>
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<div class="section" id="statistics">
<span id="statistics-examples"></span><h2>Statistics<a class="headerlink" href="#statistics" title="Permalink to this headline">¶</a></h2>
<div class="sphx-glr-thumbcontainer" tooltip="Bar charts of many shapes and sizes with Matplotlib."><div class="figure" id="id122">
<img alt="../_images/sphx_glr_barchart_demo_thumb.png" 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">Barchart Demo</span></a></span></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" id="id123">
<img alt="../_images/sphx_glr_boxplot_thumb.png" 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></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" id="id124">
<img alt="../_images/sphx_glr_boxplot_color_thumb.png" 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></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Visualizing boxplots with matplotlib."><div class="figure" id="id125">
<img alt="../_images/sphx_glr_boxplot_demo_thumb.png" src="../_images/sphx_glr_boxplot_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="statistics/boxplot_demo.html#sphx-glr-gallery-statistics-boxplot-demo-py"><span class="std std-ref">Boxplots</span></a></span></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Note that although violin plots are closely related to Tukey's (1977) box plots, they add usefu..."><div class="figure" id="id126">
<img alt="../_images/sphx_glr_boxplot_vs_violin_thumb.png" src="../_images/sphx_glr_boxplot_vs_violin_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="statistics/boxplot_vs_violin.html#sphx-glr-gallery-statistics-boxplot-vs-violin-py"><span class="std std-ref">Box plot vs. violin plot comparison</span></a></span></p>
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<div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates how to pass pre-computed box plot statistics to the box plot drawer. ..."><div class="figure" id="id127">
<img alt="../_images/sphx_glr_bxp_thumb.png" src="../_images/sphx_glr_bxp_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="statistics/bxp.html#sphx-glr-gallery-statistics-bxp-py"><span class="std std-ref">Boxplot drawer function</span></a></span></p>
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<div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates how to fully customize violin plots. The first plot shows the default..."><div class="figure" id="id128">
<img alt="../_images/sphx_glr_customized_violin_thumb.png" src="../_images/sphx_glr_customized_violin_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="statistics/customized_violin.html#sphx-glr-gallery-statistics-customized-violin-py"><span class="std std-ref">Violin plot customization</span></a></span></p>
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<div class="sphx-glr-thumbcontainer" tooltip="This exhibits the most basic use of the error bar method. In this case, constant values are pro..."><div class="figure" id="id129">
<img alt="../_images/sphx_glr_errorbar_thumb.png" src="../_images/sphx_glr_errorbar_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="statistics/errorbar.html#sphx-glr-gallery-statistics-errorbar-py"><span class="std std-ref">Errorbar function</span></a></span></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Errors can be specified as a constant value (as shown in `errorbar_demo.py`). However, this exa..."><div class="figure" id="id130">
<img alt="../_images/sphx_glr_errorbar_features_thumb.png" src="../_images/sphx_glr_errorbar_features_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="statistics/errorbar_features.html#sphx-glr-gallery-statistics-errorbar-features-py"><span class="std std-ref">Different ways of specifying error bars</span></a></span></p>
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<div class="sphx-glr-thumbcontainer" tooltip="In matplotlib, errors bars can have "limits". Applying limits to the error bars essentially mak..."><div class="figure" id="id131">
<img alt="../_images/sphx_glr_errorbar_limits_thumb.png" src="../_images/sphx_glr_errorbar_limits_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="statistics/errorbar_limits.html#sphx-glr-gallery-statistics-errorbar-limits-py"><span class="std std-ref">Including upper and lower limits in error bars</span></a></span></p>
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<div class="sphx-glr-thumbcontainer" tooltip="In this example, we snazz up a pretty standard error bar plot by adding a rectangle patch defin..."><div class="figure" id="id132">
<img alt="../_images/sphx_glr_errorbars_and_boxes_thumb.png" src="../_images/sphx_glr_errorbars_and_boxes_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="statistics/errorbars_and_boxes.html#sphx-glr-gallery-statistics-errorbars-and-boxes-py"><span class="std std-ref">Creating boxes from error bars using PatchCollection</span></a></span></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Plotting hexbins with Matplotlib."><div class="figure" id="id133">
<img alt="../_images/sphx_glr_hexbin_demo_thumb.png" src="../_images/sphx_glr_hexbin_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="statistics/hexbin_demo.html#sphx-glr-gallery-statistics-hexbin-demo-py"><span class="std std-ref">Hexbin Demo</span></a></span></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Demonstrates how to plot histograms with matplotlib. "><div class="figure" id="id134">
<img alt="../_images/sphx_glr_hist_thumb.png" src="../_images/sphx_glr_hist_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="statistics/hist.html#sphx-glr-gallery-statistics-hist-py"><span class="std std-ref">Histograms</span></a></span></p>
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<div class="sphx-glr-thumbcontainer" tooltip="This shows how to plot a cumulative, normalized histogram as a step function in order to visual..."><div class="figure" id="id135">
<img alt="../_images/sphx_glr_histogram_cumulative_thumb.png" src="../_images/sphx_glr_histogram_cumulative_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="statistics/histogram_cumulative.html#sphx-glr-gallery-statistics-histogram-cumulative-py"><span class="std std-ref">Using histograms to plot a cumulative distribution</span></a></span></p>
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<div class="sphx-glr-thumbcontainer" tooltip="In addition to the basic histogram, this demo shows a few optional features:"><div class="figure" id="id136">
<img alt="../_images/sphx_glr_histogram_features_thumb.png" src="../_images/sphx_glr_histogram_features_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="statistics/histogram_features.html#sphx-glr-gallery-statistics-histogram-features-py"><span class="std std-ref">Demo of the histogram (hist) function with a few features</span></a></span></p>