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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>
<ul>
<li><a class="reference internal" href="#">Gallery</a></li>
<li><a class="reference internal" href="#matplotlib-api">Matplotlib API</a><ul>
</ul>
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<li><a class="reference internal" href="#pyplot-examples">Pyplot Examples</a><ul>
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<li><a class="reference internal" href="#subplots-axes-and-figures">Subplots, axes and figures</a><ul>
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<li><a class="reference internal" href="#color">Color</a><ul>
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<li><a class="reference internal" href="#statistics">Statistics</a><ul>
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<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="#shapes-and-collections">Shapes and collections</a><ul>
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<li><a class="reference internal" href="#text-labels-and-annotations">Text, labels and annotations</a><ul>
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<li><a class="reference internal" href="#pie-and-polar-charts">Pie and polar charts</a><ul>
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<li><a class="reference internal" href="#style-sheets">Style sheets</a><ul>
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<li><a class="reference internal" href="#axis-artist">Axis Artist</a><ul>
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<li><a class="reference internal" href="#event-handling">Event Handling</a><ul>
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<li><a class="reference internal" href="#miscellaneous-examples">Miscellaneous Examples</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>
<div class="section" id="matplotlib-api">
<span id="api-examples"></span><h1>Matplotlib API<a class="headerlink" href="#matplotlib-api" title="Permalink to this headline">¶</a></h1>
<p>These examples use the Matplotlib api rather than the pylab/pyplot
procedural state machine. For robust, production level scripts, or
for applications or web application servers, we recommend you use the
Matplotlib API directly as it gives you the maximum control over your
figures, axes and plottng commands.</p>
<p>The example agg_oo.py is the simplest example of using the Agg backend
which is readily ported to other output formats. This example is a
good starting point if your are a web application developer. Many of
the other examples in this directory use <code class="docutils literal"><span class="pre">matplotlib.pyplot</span></code> just to
create the figure and show calls, and use the API for everything else.
This is a good solution for production quality scripts. For full
fledged GUI applications, see the user_interfaces examples.</p>
<div class="sphx-glr-thumbcontainer" tooltip="You can explicitly set which font family is picked up for a given font style (e.g., 'serif', 's..."><div class="figure" id="id6">
<img alt="../_images/sphx_glr_font_family_rc_sgskip_thumb.png" src="../_images/sphx_glr_font_family_rc_sgskip_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/font_family_rc_sgskip.html#sphx-glr-gallery-api-font-family-rc-sgskip-py"><span class="std std-ref">Configuring the font family</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="You can use the proper typesetting Unicode minus (see https://en.wikipedia.org/wiki/Plus_sign#P..."><div class="figure" id="id7">
<img alt="../_images/sphx_glr_unicode_minus_thumb.png" src="../_images/sphx_glr_unicode_minus_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/unicode_minus.html#sphx-glr-gallery-api-unicode-minus-py"><span class="std std-ref">Unicode minus</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Although it is usually not a good idea to explicitly point to a single ttf file for a font inst..."><div class="figure" id="id8">
<img alt="../_images/sphx_glr_font_file_thumb.png" src="../_images/sphx_glr_font_file_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/font_file.html#sphx-glr-gallery-api-font-file-py"><span class="std std-ref">Using a ttf font file in Matplotlib</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Use a Text as a watermark "><div class="figure" id="id9">
<img alt="../_images/sphx_glr_watermark_text_thumb.png" src="../_images/sphx_glr_watermark_text_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/watermark_text.html#sphx-glr-gallery-api-watermark-text-py"><span class="std std-ref">Text watermark</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="This example showcases the PathPatch object to create a Bezier polycurve path patch. "><div class="figure" id="id10">
<img alt="../_images/sphx_glr_quad_bezier_thumb.png" src="../_images/sphx_glr_quad_bezier_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/quad_bezier.html#sphx-glr-gallery-api-quad-bezier-py"><span class="std std-ref">Bezier Curve</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="A pure OO (look Ma, no pyplot!) example using the agg backend. "><div class="figure" id="id11">
<img alt="../_images/sphx_glr_agg_oo_sgskip_thumb.png" src="../_images/sphx_glr_agg_oo_sgskip_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/agg_oo_sgskip.html#sphx-glr-gallery-api-agg-oo-sgskip-py"><span class="std std-ref">The object-oriented interface</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Defining legend labels with plots. "><div class="figure" id="id12">
<img alt="../_images/sphx_glr_legend_thumb.png" src="../_images/sphx_glr_legend_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/legend.html#sphx-glr-gallery-api-legend-py"><span class="std std-ref">Legend using pre-defined labels</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Use a PNG file as a watermark "><div class="figure" id="id13">
<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="api/watermark_image.html#sphx-glr-gallery-api-watermark-image-py"><span class="std std-ref">Watermark image</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="id14">
<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="api/image_zcoord.html#sphx-glr-gallery-api-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="Illustrate some helper functions for shading regions where a logical mask is True"><div class="figure" id="id15">
<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="api/span_regions.html#sphx-glr-gallery-api-span-regions-py"><span class="std std-ref">Using span_where</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Make a compound path -- in this case two simple polygons, a rectangle and a triangle. Use CLOS..."><div class="figure" id="id16">
<img alt="../_images/sphx_glr_compound_path_thumb.png" src="../_images/sphx_glr_compound_path_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/compound_path.html#sphx-glr-gallery-api-compound-path-py"><span class="std std-ref">Compound path</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Make images from LaTeX strings. "><div class="figure" id="id17">
<img alt="../_images/sphx_glr_mathtext_asarray_thumb.png" src="../_images/sphx_glr_mathtext_asarray_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/mathtext_asarray.html#sphx-glr-gallery-api-mathtext-asarray-py"><span class="std std-ref">A mathtext image as numpy array</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="The lines intersecting the rectangle are colored in red, while the others are left as blue line..."><div class="figure" id="id18">
<img alt="../_images/sphx_glr_bbox_intersect_thumb.png" src="../_images/sphx_glr_bbox_intersect_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/bbox_intersect.html#sphx-glr-gallery-api-bbox-intersect-py"><span class="std std-ref">Changing colors of lines intersecting a box</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Various normalization on a multivariate normal distribution."><div class="figure" id="id19">
<img alt="../_images/sphx_glr_power_norm_thumb.png" src="../_images/sphx_glr_power_norm_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/power_norm.html#sphx-glr-gallery-api-power-norm-py"><span class="std std-ref">Exploring normalizations</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Illustrate the three different join styles. "><div class="figure" id="id20">
<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="api/joinstyle.html#sphx-glr-gallery-api-joinstyle-py"><span class="std std-ref">Join styles</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Use colorbar by specifying the mappable object (here the imshow returned object) and the axes t..."><div class="figure" id="id21">
<img alt="../_images/sphx_glr_colorbar_basics_thumb.png" src="../_images/sphx_glr_colorbar_basics_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/colorbar_basics.html#sphx-glr-gallery-api-colorbar-basics-py"><span class="std std-ref">Colorbar</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Using a path patch to draw rectangles. The technique of using lots of Rectangle instances, or t..."><div class="figure" id="id22">
<img alt="../_images/sphx_glr_histogram_path_thumb.png" src="../_images/sphx_glr_histogram_path_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/histogram_path.html#sphx-glr-gallery-api-histogram-path-py"><span class="std std-ref">Building histograms using Rectangles and PolyCollections</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="id23">
<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="api/barchart.html#sphx-glr-gallery-api-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="Demonstrate how to do two plots on the same axes with different left and right scales."><div class="figure" id="id24">
<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="api/two_scales.html#sphx-glr-gallery-api-two-scales-py"><span class="std std-ref">Plots with different scales</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="This example makes custom 'pie charts' as the markers for a scatter plot."><div class="figure" id="id25">
<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="api/scatter_piecharts.html#sphx-glr-gallery-api-scatter-piecharts-py"><span class="std std-ref">Scatter plot with pie chart markers</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Use of the engineering Formatter. "><div class="figure" id="id26">
<img alt="../_images/sphx_glr_engineering_formatter_thumb.png" src="../_images/sphx_glr_engineering_formatter_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/engineering_formatter.html#sphx-glr-gallery-api-engineering-formatter-py"><span class="std std-ref">Labeling ticks using engineering notation</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="When plotting time series, e.g., financial time series, one often wants to leave out days on wh..."><div class="figure" id="id27">
<img alt="../_images/sphx_glr_date_index_formatter_thumb.png" src="../_images/sphx_glr_date_index_formatter_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/date_index_formatter.html#sphx-glr-gallery-api-date-index-formatter-py"><span class="std std-ref">Custom tick formatter for time series</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates how to use patch collections. "><div class="figure" id="id28">
<img alt="../_images/sphx_glr_patch_collection_thumb.png" src="../_images/sphx_glr_patch_collection_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/patch_collection.html#sphx-glr-gallery-api-patch-collection-py"><span class="std std-ref">Circles, Wedges and Polygons</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="For the backends that support draw_image with optional affine transform (e.g., agg, ps backend)..."><div class="figure" id="id29">
<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="api/affine_image.html#sphx-glr-gallery-api-affine-image-py"><span class="std std-ref">Affine transform of an image</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Show how to make date plots in matplotlib using date tick locators and formatters. See major_m..."><div class="figure" id="id30">
<img alt="../_images/sphx_glr_date_thumb.png" src="../_images/sphx_glr_date_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/date.html#sphx-glr-gallery-api-date-py"><span class="std std-ref">Date tick labels</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Draw donuts (miam!) using Path and Patches. "><div class="figure" id="id31">
<img alt="../_images/sphx_glr_donut_thumb.png" src="../_images/sphx_glr_donut_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/donut.html#sphx-glr-gallery-api-donut-py"><span class="std std-ref">Mmh Donuts!!!</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Demonstrate/test the Sankey class by producing a long chain of connections. "><div class="figure" id="id32">
<img alt="../_images/sphx_glr_sankey_links_thumb.png" src="../_images/sphx_glr_sankey_links_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/sankey_links.html#sphx-glr-gallery-api-sankey-links-py"><span class="std std-ref">Long chain of connections using Sankey</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Override basic methods so an artist can contain another artist. In this case, the line contain..."><div class="figure" id="id33">
<img alt="../_images/sphx_glr_line_with_text_thumb.png" src="../_images/sphx_glr_line_with_text_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/line_with_text.html#sphx-glr-gallery-api-line-with-text-py"><span class="std std-ref">Artist within an artist</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Demonstrate the Sankey class by producing three basic diagrams. "><div class="figure" id="id34">
<img alt="../_images/sphx_glr_sankey_basics_thumb.png" src="../_images/sphx_glr_sankey_basics_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/sankey_basics.html#sphx-glr-gallery-api-sankey-basics-py"><span class="std std-ref">The Sankey class</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Displays some matplotlib logos."><div class="figure" id="id35">
<img alt="../_images/sphx_glr_logos2_thumb.png" src="../_images/sphx_glr_logos2_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/logos2.html#sphx-glr-gallery-api-logos2-py"><span class="std std-ref">Matplotlib Logos</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="For the first two subplots, we will use spirals. Their size will be set in plot units, not dat..."><div class="figure" id="id36">
<img alt="../_images/sphx_glr_collections_thumb.png" src="../_images/sphx_glr_collections_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/collections.html#sphx-glr-gallery-api-collections-py"><span class="std std-ref">Line, Poly and RegularPoly Collection with autoscaling</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Demonstrate the Sankey class with a practical example of a Rankine power cycle."><div class="figure" id="id37">
<img alt="../_images/sphx_glr_sankey_rankine_thumb.png" src="../_images/sphx_glr_sankey_rankine_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/sankey_rankine.html#sphx-glr-gallery-api-sankey-rankine-py"><span class="std std-ref">Rankine power cycle</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Create a custom scale, by implementing the scaling use for latitude data in a Mercator Projecti..."><div class="figure" id="id38">
<img alt="../_images/sphx_glr_custom_scale_example_thumb.png" src="../_images/sphx_glr_custom_scale_example_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/custom_scale_example.html#sphx-glr-gallery-api-custom-scale-example-py"><span class="std std-ref">Custom scale</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Hatching capabilities for plotting histograms. "><div class="figure" id="id39">
<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="api/filled_step.html#sphx-glr-gallery-api-filled-step-py"><span class="std std-ref">Hatch-filled histograms</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="This example creates a radar chart, also known as a spider or star chart [1]_."><div class="figure" id="id40">
<img alt="../_images/sphx_glr_radar_chart_thumb.png" src="../_images/sphx_glr_radar_chart_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/radar_chart.html#sphx-glr-gallery-api-radar-chart-py"><span class="std std-ref">Radar chart (aka spider or star chart)</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="This serves as an intensive exercise of matplotlib's transforms and custom projection API. This..."><div class="figure" id="id41">
<img alt="../_images/sphx_glr_skewt_thumb.png" src="../_images/sphx_glr_skewt_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/skewt.html#sphx-glr-gallery-api-skewt-py"><span class="std std-ref">SkewT-logP diagram: using transforms and custom projections</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Showcase Hammer projection by alleviating many features of matplotlib. "><div class="figure" id="id42">
<img alt="../_images/sphx_glr_custom_projection_example_thumb.png" src="../_images/sphx_glr_custom_projection_example_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="api/custom_projection_example.html#sphx-glr-gallery-api-custom-projection-example-py"><span class="std std-ref">Custom projection</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div style='clear:both'></div></div>
<div class="section" id="pyplot-examples">
<span id="pyplots-examples"></span><h1>Pyplot Examples<a class="headerlink" href="#pyplot-examples" title="Permalink to this headline">¶</a></h1>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id43">
<img alt="../_images/sphx_glr_pyplot_simple_thumb.png" src="../_images/sphx_glr_pyplot_simple_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/pyplot_simple.html#sphx-glr-gallery-pyplots-pyplot-simple-py"><span class="std std-ref">Pyplot Simple</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id44">
<img alt="../_images/sphx_glr_pyplot_formatstr_thumb.png" src="../_images/sphx_glr_pyplot_formatstr_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/pyplot_formatstr.html#sphx-glr-gallery-pyplots-pyplot-formatstr-py"><span class="std std-ref">Pyplot Formatstr</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id45">
<img alt="../_images/sphx_glr_pyplot_three_thumb.png" src="../_images/sphx_glr_pyplot_three_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/pyplot_three.html#sphx-glr-gallery-pyplots-pyplot-three-py"><span class="std std-ref">Pyplot Three</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id46">
<img alt="../_images/sphx_glr_fig_x_thumb.png" src="../_images/sphx_glr_fig_x_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/fig_x.html#sphx-glr-gallery-pyplots-fig-x-py"><span class="std std-ref">Fig X</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id47">
<img alt="../_images/sphx_glr_whats_new_98_4_legend_thumb.png" src="../_images/sphx_glr_whats_new_98_4_legend_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/whats_new_98_4_legend.html#sphx-glr-gallery-pyplots-whats-new-98-4-legend-py"><span class="std std-ref">Whats New 0.98.4 Legend</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id48">
<img alt="../_images/sphx_glr_pyplot_two_subplots_thumb.png" src="../_images/sphx_glr_pyplot_two_subplots_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/pyplot_two_subplots.html#sphx-glr-gallery-pyplots-pyplot-two-subplots-py"><span class="std std-ref">Pyplot Two Subplots</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id49">
<img alt="../_images/sphx_glr_pyplot_annotate_thumb.png" src="../_images/sphx_glr_pyplot_annotate_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/pyplot_annotate.html#sphx-glr-gallery-pyplots-pyplot-annotate-py"><span class="std std-ref">Pyplot Annotate</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id50">
<img alt="../_images/sphx_glr_annotation_basic_thumb.png" src="../_images/sphx_glr_annotation_basic_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/annotation_basic.html#sphx-glr-gallery-pyplots-annotation-basic-py"><span class="std std-ref">Annotation Basic</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id51">
<img alt="../_images/sphx_glr_whats_new_99_mplot3d_thumb.png" src="../_images/sphx_glr_whats_new_99_mplot3d_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/whats_new_99_mplot3d.html#sphx-glr-gallery-pyplots-whats-new-99-mplot3d-py"><span class="std std-ref">Whats New 0.99 Mplot3d</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id52">
<img alt="../_images/sphx_glr_pyplot_mathtext_thumb.png" src="../_images/sphx_glr_pyplot_mathtext_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/pyplot_mathtext.html#sphx-glr-gallery-pyplots-pyplot-mathtext-py"><span class="std std-ref">Pyplot Mathtext</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id53">
<img alt="../_images/sphx_glr_whats_new_98_4_fill_between_thumb.png" src="../_images/sphx_glr_whats_new_98_4_fill_between_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/whats_new_98_4_fill_between.html#sphx-glr-gallery-pyplots-whats-new-98-4-fill-between-py"><span class="std std-ref">Whats New 0.98.4 Fill Between</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id54">
<img alt="../_images/sphx_glr_pyplot_text_thumb.png" src="../_images/sphx_glr_pyplot_text_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/pyplot_text.html#sphx-glr-gallery-pyplots-pyplot-text-py"><span class="std std-ref">Pyplot Text</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id55">
<img alt="../_images/sphx_glr_dollar_ticks_thumb.png" src="../_images/sphx_glr_dollar_ticks_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/dollar_ticks.html#sphx-glr-gallery-pyplots-dollar-ticks-py"><span class="std std-ref">Dollar Ticks</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id56">
<img alt="../_images/sphx_glr_fig_axes_labels_simple_thumb.png" src="../_images/sphx_glr_fig_axes_labels_simple_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/fig_axes_labels_simple.html#sphx-glr-gallery-pyplots-fig-axes-labels-simple-py"><span class="std std-ref">Fig Axes Labels Simple</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id57">
<img alt="../_images/sphx_glr_fig_axes_customize_simple_thumb.png" src="../_images/sphx_glr_fig_axes_customize_simple_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/fig_axes_customize_simple.html#sphx-glr-gallery-pyplots-fig-axes-customize-simple-py"><span class="std std-ref">Fig Axes Customize Simple</span></a></span></p>
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</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id58">
<img alt="../_images/sphx_glr_annotation_polar_thumb.png" src="../_images/sphx_glr_annotation_polar_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/annotation_polar.html#sphx-glr-gallery-pyplots-annotation-polar-py"><span class="std std-ref">Annotation Polar</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Plotting text of many different kinds. "><div class="figure" id="id59">
<img alt="../_images/sphx_glr_text_commands_thumb.png" src="../_images/sphx_glr_text_commands_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/text_commands.html#sphx-glr-gallery-pyplots-text-commands-py"><span class="std std-ref">Text Commands</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id60">
<img alt="../_images/sphx_glr_align_ylabels_thumb.png" src="../_images/sphx_glr_align_ylabels_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/align_ylabels.html#sphx-glr-gallery-pyplots-align-ylabels-py"><span class="std std-ref">Align Ylabels</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id61">
<img alt="../_images/sphx_glr_whats_new_1_subplot3d_thumb.png" src="../_images/sphx_glr_whats_new_1_subplot3d_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/whats_new_1_subplot3d.html#sphx-glr-gallery-pyplots-whats-new-1-subplot3d-py"><span class="std std-ref">Whats New 1 Subplot3d</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id62">
<img alt="../_images/sphx_glr_whats_new_99_axes_grid_thumb.png" src="../_images/sphx_glr_whats_new_99_axes_grid_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/whats_new_99_axes_grid.html#sphx-glr-gallery-pyplots-whats-new-99-axes-grid-py"><span class="std std-ref">Whats New 0.99 Axes Grid</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id63">
<img alt="../_images/sphx_glr_auto_subplots_adjust_thumb.png" src="../_images/sphx_glr_auto_subplots_adjust_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/auto_subplots_adjust.html#sphx-glr-gallery-pyplots-auto-subplots-adjust-py"><span class="std std-ref">Auto Subplots Adjust</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id64">
<img alt="../_images/sphx_glr_annotate_transform_thumb.png" src="../_images/sphx_glr_annotate_transform_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/annotate_transform.html#sphx-glr-gallery-pyplots-annotate-transform-py"><span class="std std-ref">Annotate Transform</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id65">
<img alt="../_images/sphx_glr_whats_new_99_spines_thumb.png" src="../_images/sphx_glr_whats_new_99_spines_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/whats_new_99_spines.html#sphx-glr-gallery-pyplots-whats-new-99-spines-py"><span class="std std-ref">Whats New 0.99 Spines</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id66">
<img alt="../_images/sphx_glr_compound_path_demo_thumb.png" src="../_images/sphx_glr_compound_path_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/compound_path_demo.html#sphx-glr-gallery-pyplots-compound-path-demo-py"><span class="std std-ref">Compound Path Demo</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id67">
<img alt="../_images/sphx_glr_pyplot_scales_thumb.png" src="../_images/sphx_glr_pyplot_scales_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/pyplot_scales.html#sphx-glr-gallery-pyplots-pyplot-scales-py"><span class="std std-ref">Pyplot Scales</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Example boxplot code "><div class="figure" id="id68">
<img alt="../_images/sphx_glr_boxplot_demo_thumb1.png" src="../_images/sphx_glr_boxplot_demo_thumb1.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/boxplot_demo.html#sphx-glr-gallery-pyplots-boxplot-demo-py"><span class="std std-ref">Boxplot Demo</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id69">
<img alt="../_images/sphx_glr_whats_new_98_4_fancy_thumb.png" src="../_images/sphx_glr_whats_new_98_4_fancy_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/whats_new_98_4_fancy.html#sphx-glr-gallery-pyplots-whats-new-98-4-fancy-py"><span class="std std-ref">Whats New 0.98.4 Fancy</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id70">
<img alt="../_images/sphx_glr_text_layout_thumb.png" src="../_images/sphx_glr_text_layout_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="pyplots/text_layout.html#sphx-glr-gallery-pyplots-text-layout-py"><span class="std std-ref">Text Layout</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><h1>Subplots, axes and figures<a class="headerlink" href="#subplots-axes-and-figures" title="Permalink to this headline">¶</a></h1>
<div class="sphx-glr-thumbcontainer" tooltip="You can control the axis tick and grid properties "><div class="figure" id="id71">
<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>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="You can use decreasing axes by flipping the normal order of the axis limits "><div class="figure" id="id72">
<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>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Matplotlib has a toolbar available for adjusting suplot spacing. "><div class="figure" id="id73">
<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>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Working with multiple figure windows and subplots "><div class="figure" id="id74">
<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>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Simple demo with multiple subplots. "><div class="figure" id="id75">
<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>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Adjusting the spacing of margins and subplots using :func:~matplotlib.pyplot.subplots_adjust. "><div class="figure" id="id76">
<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>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="This shows 4 possible projections using subplot. Matplotlib also supports `Basemaps Toolkit <h..."><div class="figure" id="id77">
<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>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Demo with two subplots. For more options, see :ref:`sphx_glr_gallery_subplots_axes_and_figures_..."><div class="figure" id="id78">
<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>
</div>
</div><div class="toctree-wrapper compound">
</div>
<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="id79">
<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>
</div>
</div><div class="toctree-wrapper compound">
</div>
<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="id80">
<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>
</div>
</div><div class="toctree-wrapper compound">
</div>
<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="id81">
<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>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Create a figure with separate subplot titles and a centered figure title. "><div class="figure" id="id82">
<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>
</div>
</div><div class="toctree-wrapper compound">
</div>
<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="id83">
<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>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Demo of how to display two scales on the left and right y axis."><div class="figure" id="id84">
<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>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="How to set and adjust plots with equal axis ratios. "><div class="figure" id="id85">
<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>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Example use of ``plt.axes`` to create inset axes within the main plot axes. "><div class="figure" id="id86">
<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>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Examples illustrating the use of plt.subplots()."><div class="figure" id="id87">
<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>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Broken axis example, where the y-axis will have a portion cut out. "><div class="figure" id="id88">
<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>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id89">
<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">Demo Tight Layout</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id90">
<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>
</div>
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</div>
<div style='clear:both'></div></div>
<div class="section" id="color">
<span id="color-examples"></span><h1>Color<a class="headerlink" href="#color" title="Permalink to this headline">¶</a></h1>
<p>For more in-depth information about the colormaps available in matplotlib
as well as a description of their properties,
see the <a class="reference internal" href="../tutorials/index.html#tutorials-colors"><span class="std std-ref">colormaps tutorial</span></a>.</p>
<div class="sphx-glr-thumbcontainer" tooltip="matplotlib gives you 5 ways to specify colors,"><div class="figure" id="id91">
<img alt="../_images/sphx_glr_color_demo_thumb.png" src="../_images/sphx_glr_color_demo_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="color/color_demo.html#sphx-glr-gallery-color-color-demo-py"><span class="std std-ref">Color Demo</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Use masked arrays to plot a line with different colors by y-value. "><div class="figure" id="id92">
<img alt="../_images/sphx_glr_color_by_yvalue_thumb.png" src="../_images/sphx_glr_color_by_yvalue_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="color/color_by_yvalue.html#sphx-glr-gallery-color-color-by-yvalue-py"><span class="std std-ref">Color By y-value</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Demo of custom property-cycle settings to control colors and other style properties for multi-l..."><div class="figure" id="id93">
<img alt="../_images/sphx_glr_color_cycle_thumb.png" src="../_images/sphx_glr_color_cycle_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="color/color_cycle.html#sphx-glr-gallery-color-color-cycle-py"><span class="std std-ref">Styling with cycler</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Display the colors from the default prop_cycle. "><div class="figure" id="id94">
<img alt="../_images/sphx_glr_color_cycle_default_thumb.png" src="../_images/sphx_glr_color_cycle_default_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="color/color_cycle_default.html#sphx-glr-gallery-color-color-cycle-default-py"><span class="std std-ref">Colors in the default property cycle</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Simple plot example with the named colors and its visual representation. "><div class="figure" id="id95">
<img alt="../_images/sphx_glr_named_colors_thumb.png" src="../_images/sphx_glr_named_colors_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="color/named_colors.html#sphx-glr-gallery-color-named-colors-py"><span class="std std-ref">Visualizing named colors</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="Some simple functions to generate colours."><div class="figure" id="id96">
<img alt="../_images/sphx_glr_colors_sgskip_thumb.png" src="../_images/sphx_glr_colors_sgskip_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="color/colors_sgskip.html#sphx-glr-gallery-color-colors-sgskip-py"><span class="std std-ref">Colours</span></a></span></p>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div style='clear:both'></div></div>
<div class="section" id="statistics">
<span id="statistics-examples"></span><h1>Statistics<a class="headerlink" href="#statistics" title="Permalink to this headline">¶</a></h1>
<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="id97">
<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>
</div>
</div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-thumbcontainer" tooltip="* Histogram with step curve that has a color fill. * Histogram with custom and unequal bin widt..."><div class="figure" id="id98">
<img alt="../_images/sphx_glr_histogram_histtypes_thumb.png" src="../_images/sphx_glr_histogram_histtypes_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="statistics/histogram_histtypes.html#sphx-glr-gallery-statistics-histogram-histtypes-py"><span class="std std-ref">Demo of the histogram function’s different histtype settings</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="id99">
<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 addition to the basic histogram, this demo shows a few optional features:"><div class="figure" id="id100">
<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>
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<div class="sphx-glr-thumbcontainer" tooltip="Plot histogram with multiple sample sets and demonstrate:"><div class="figure" id="id101">
<img alt="../_images/sphx_glr_histogram_multihist_thumb.png" src="../_images/sphx_glr_histogram_multihist_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="statistics/histogram_multihist.html#sphx-glr-gallery-statistics-histogram-multihist-py"><span class="std std-ref">Demo of the histogram (hist) function with multiple data sets</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="id102">
<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 shows how to plot a cumulative, normalized histogram as a step function in order to visual..."><div class="figure" id="id103">
<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="This plot illustrates how to create two types of box plots (rectangular and notched), and how t..."><div class="figure" id="id104">
<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="This example plots horizontal histograms of different samples along a categorical x-axis. Addit..."><div class="figure" id="id105">
<img alt="../_images/sphx_glr_multiple_histograms_side_by_side_thumb.png" src="../_images/sphx_glr_multiple_histograms_side_by_side_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="statistics/multiple_histograms_side_by_side.html#sphx-glr-gallery-statistics-multiple-histograms-side-by-side-py"><span class="std std-ref">Producing multiple histograms side by side</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="id106">
<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="In matplotlib, errors bars can have "limits". Applying limits to the error bars essentially mak..."><div class="figure" id="id107">
<img alt="../_images/sphx_glr_errorbar_limits_thumb1.png" src="../_images/sphx_glr_errorbar_limits_thumb1.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="Violin plots are similar to histograms and box plots in that they show an abstract representati..."><div class="figure" id="id108">
<img alt="../_images/sphx_glr_violinplot_thumb.png" src="../_images/sphx_glr_violinplot_thumb.png" />
<p class="caption"><span class="caption-text"><a class="reference internal" href="statistics/violinplot.html#sphx-glr-gallery-statistics-violinplot-py"><span class="std std-ref">Violin plot basics</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="id109">
<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="Plotting hexbins with Matplotlib."><div class="figure" id="id110">
<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="This example demonstrates how to fully customize violin plots. The first plot shows the default..."><div class="figure" id="id111">
<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 example demonstrates how to pass pre-computed box plot statistics to the box plot drawer. ..."><div class="figure" id="id112">
<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 use the various kwargs to fully customize box plots. The first..."><div class="figure" id="id113">
<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="Bar charts of many shapes and sizes with Matplotlib."><div class="figure" id="id114">
<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="Visualizing boxplots with matplotlib."><div class="figure" id="id115">
<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 style='clear:both'></div></div>
<div class="section" id="lines-bars-and-markers">
<span id="lines-bars-and-markers-example"></span><h1>Lines, bars and markers<a class="headerlink" href="#lines-bars-and-markers" title="Permalink to this headline">¶</a></h1>
<div class="sphx-glr-thumbcontainer" tooltip="Example stem plot. "><div class="figure" id="id116">
<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=""><div class="figure" id="id117">
<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>
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<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id118">
<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>
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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="id119">
<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="Demo fill plot. "><div class="figure" id="id120">
<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>
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<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id121">
<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=""><div class="figure" id="id122">
<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="Example step plots. "><div class="figure" id="id123">
<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="Create a simple plot. "><div class="figure" id="id124">
<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="Example use of cross-correlation (`xcorr`) and auto-correlation (`acorr`) plots. "><div class="figure" id="id125">
<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 class="sphx-glr-thumbcontainer" tooltip="A Line object's ``set_dashes`` method allows you to specify dashes with a series of on/off leng..."><div class="figure" id="id126">
<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">A simple plot with a custom dashed line</span></a></span></p>
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<div class="sphx-glr-thumbcontainer" tooltip="Plot lines with points masked out."><div class="figure" id="id127">
<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="Example: simple line plots with NaNs inserted. "><div class="figure" id="id128">
<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="Demo for the errorevery keyword to show data full accuracy data plots with few errorbars. "><div class="figure" id="id129">
<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>
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<div class="sphx-glr-thumbcontainer" tooltip=""><div class="figure" id="id130">
<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 showcases a simple horizontal bar chart. "><div class="figure" id="id131">