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<title>Python Module Index — Matplotlib 3.9.3 documentation</title>
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<h1>Python Module Index</h1>
<div class="modindex-jumpbox">
<a href="#cap-m"><strong>m</strong></a> |
<a href="#cap-p"><strong>p</strong></a>
</div>
<table class="indextable modindextable">
<tr class="pcap"><td></td><td> </td><td></td></tr>
<tr class="cap" id="cap-m"><td></td><td>
<strong>m</strong></td><td></td></tr>
<tr>
<td><img src="_static/minus.png" class="toggler"
id="toggle-1" style="display: none" alt="-" /></td>
<td>
<a href="index.html#module-matplotlib"><code class="xref">matplotlib</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/_afm_api.html#module-matplotlib._afm"><code class="xref">matplotlib._afm</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/_api_api.html#module-matplotlib._api"><code class="xref">matplotlib._api</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/_api_api.html#module-matplotlib._api.deprecation"><code class="xref">matplotlib._api.deprecation</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/_docstring_api.html#module-matplotlib._docstring"><code class="xref">matplotlib._docstring</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/_enums_api.html#module-matplotlib._enums"><code class="xref">matplotlib._enums</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/_tight_bbox_api.html#module-matplotlib._tight_bbox"><code class="xref">matplotlib._tight_bbox</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/_tight_layout_api.html#module-matplotlib._tight_layout"><code class="xref">matplotlib._tight_layout</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/_type1font.html#module-matplotlib._type1font"><code class="xref">matplotlib._type1font</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/animation_api.html#module-matplotlib.animation"><code class="xref">matplotlib.animation</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/artist_api.html#module-matplotlib.artist"><code class="xref">matplotlib.artist</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/axes_api.html#module-matplotlib.axes"><code class="xref">matplotlib.axes</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/axis_api.html#module-matplotlib.axis"><code class="xref">matplotlib.axis</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_bases_api.html#module-matplotlib.backend_bases"><code class="xref">matplotlib.backend_bases</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_managers_api.html#module-matplotlib.backend_managers"><code class="xref">matplotlib.backend_managers</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_tools_api.html#module-matplotlib.backend_tools"><code class="xref">matplotlib.backend_tools</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/index_backend_api.html#module-matplotlib.backends"><code class="xref">matplotlib.backends</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_agg_api.html#module-matplotlib.backends.backend_agg"><code class="xref">matplotlib.backends.backend_agg</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_cairo_api.html#module-matplotlib.backends.backend_cairo"><code class="xref">matplotlib.backends.backend_cairo</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_gtk3_api.html#module-matplotlib.backends.backend_gtk3"><code class="xref">matplotlib.backends.backend_gtk3</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_gtk3_api.html#module-matplotlib.backends.backend_gtk3agg"><code class="xref">matplotlib.backends.backend_gtk3agg</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_gtk3_api.html#module-matplotlib.backends.backend_gtk3cairo"><code class="xref">matplotlib.backends.backend_gtk3cairo</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_gtk4_api.html#module-matplotlib.backends.backend_gtk4"><code class="xref">matplotlib.backends.backend_gtk4</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_gtk4_api.html#module-matplotlib.backends.backend_gtk4agg"><code class="xref">matplotlib.backends.backend_gtk4agg</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_gtk4_api.html#module-matplotlib.backends.backend_gtk4cairo"><code class="xref">matplotlib.backends.backend_gtk4cairo</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_mixed_api.html#module-matplotlib.backends.backend_mixed"><code class="xref">matplotlib.backends.backend_mixed</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_nbagg_api.html#module-matplotlib.backends.backend_nbagg"><code class="xref">matplotlib.backends.backend_nbagg</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_pdf_api.html#module-matplotlib.backends.backend_pdf"><code class="xref">matplotlib.backends.backend_pdf</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_pgf_api.html#module-matplotlib.backends.backend_pgf"><code class="xref">matplotlib.backends.backend_pgf</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_ps_api.html#module-matplotlib.backends.backend_ps"><code class="xref">matplotlib.backends.backend_ps</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_qt_api.html#module-matplotlib.backends.backend_qt"><code class="xref">matplotlib.backends.backend_qt</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_qt_api.html#module-matplotlib.backends.backend_qt5agg"><code class="xref">matplotlib.backends.backend_qt5agg</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_qt_api.html#module-matplotlib.backends.backend_qt5cairo"><code class="xref">matplotlib.backends.backend_qt5cairo</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_qt_api.html#module-matplotlib.backends.backend_qtagg"><code class="xref">matplotlib.backends.backend_qtagg</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_qt_api.html#module-matplotlib.backends.backend_qtcairo"><code class="xref">matplotlib.backends.backend_qtcairo</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_svg_api.html#module-matplotlib.backends.backend_svg"><code class="xref">matplotlib.backends.backend_svg</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_template_api.html#module-matplotlib.backends.backend_template"><code class="xref">matplotlib.backends.backend_template</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_tk_api.html#module-matplotlib.backends.backend_tkagg"><code class="xref">matplotlib.backends.backend_tkagg</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_tk_api.html#module-matplotlib.backends.backend_tkcairo"><code class="xref">matplotlib.backends.backend_tkcairo</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_webagg_api.html#module-matplotlib.backends.backend_webagg"><code class="xref">matplotlib.backends.backend_webagg</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_webagg_core_api.html#module-matplotlib.backends.backend_webagg_core"><code class="xref">matplotlib.backends.backend_webagg_core</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_wx_api.html#module-matplotlib.backends.backend_wx"><code class="xref">matplotlib.backends.backend_wx</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_wx_api.html#module-matplotlib.backends.backend_wxagg"><code class="xref">matplotlib.backends.backend_wxagg</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_wx_api.html#module-matplotlib.backends.backend_wxcairo"><code class="xref">matplotlib.backends.backend_wxcairo</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_qt_api.html#module-matplotlib.backends.qt_compat"><code class="xref">matplotlib.backends.qt_compat</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/backend_registry_api.html#module-matplotlib.backends.registry"><code class="xref">matplotlib.backends.registry</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/bezier_api.html#module-matplotlib.bezier"><code class="xref">matplotlib.bezier</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/category_api.html#module-matplotlib.category"><code class="xref">matplotlib.category</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/cbook_api.html#module-matplotlib.cbook"><code class="xref">matplotlib.cbook</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/cm_api.html#module-matplotlib.cm"><code class="xref">matplotlib.cm</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/collections_api.html#module-matplotlib.collections"><code class="xref">matplotlib.collections</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/colorbar_api.html#module-matplotlib.colorbar"><code class="xref">matplotlib.colorbar</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/colors_api.html#module-matplotlib.colors"><code class="xref">matplotlib.colors</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/container_api.html#module-matplotlib.container"><code class="xref">matplotlib.container</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/contour_api.html#module-matplotlib.contour"><code class="xref">matplotlib.contour</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/dates_api.html#module-matplotlib.dates"><code class="xref">matplotlib.dates</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/dviread.html#module-matplotlib.dviread"><code class="xref">matplotlib.dviread</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/figure_api.html#module-matplotlib.figure"><code class="xref">matplotlib.figure</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/font_manager_api.html#module-matplotlib.font_manager"><code class="xref">matplotlib.font_manager</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/ft2font.html#module-matplotlib.ft2font"><code class="xref">matplotlib.ft2font</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/gridspec_api.html#module-matplotlib.gridspec"><code class="xref">matplotlib.gridspec</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/hatch_api.html#module-matplotlib.hatch"><code class="xref">matplotlib.hatch</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/image_api.html#module-matplotlib.image"><code class="xref">matplotlib.image</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/layout_engine_api.html#module-matplotlib.layout_engine"><code class="xref">matplotlib.layout_engine</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/legend_api.html#module-matplotlib.legend"><code class="xref">matplotlib.legend</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/legend_handler_api.html#module-matplotlib.legend_handler"><code class="xref">matplotlib.legend_handler</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/lines_api.html#module-matplotlib.lines"><code class="xref">matplotlib.lines</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/markers_api.html#module-matplotlib.markers"><code class="xref">matplotlib.markers</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/mathtext_api.html#module-matplotlib.mathtext"><code class="xref">matplotlib.mathtext</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/mlab_api.html#module-matplotlib.mlab"><code class="xref">matplotlib.mlab</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/offsetbox_api.html#module-matplotlib.offsetbox"><code class="xref">matplotlib.offsetbox</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/patches_api.html#module-matplotlib.patches"><code class="xref">matplotlib.patches</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/path_api.html#module-matplotlib.path"><code class="xref">matplotlib.path</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/patheffects_api.html#module-matplotlib.patheffects"><code class="xref">matplotlib.patheffects</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/projections_api.html#module-matplotlib.projections"><code class="xref">matplotlib.projections</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/projections/geo.html#module-matplotlib.projections.geo"><code class="xref">matplotlib.projections.geo</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/projections/polar.html#module-matplotlib.projections.polar"><code class="xref">matplotlib.projections.polar</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/pyplot_summary.html#module-matplotlib.pyplot"><code class="xref">matplotlib.pyplot</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/quiver_api.html#module-matplotlib.quiver"><code class="xref">matplotlib.quiver</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/rcsetup_api.html#module-matplotlib.rcsetup"><code class="xref">matplotlib.rcsetup</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/sankey_api.html#module-matplotlib.sankey"><code class="xref">matplotlib.sankey</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/scale_api.html#module-matplotlib.scale"><code class="xref">matplotlib.scale</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/sphinxext_figmpl_directive_api.html#module-matplotlib.sphinxext.figmpl_directive"><code class="xref">matplotlib.sphinxext.figmpl_directive</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/sphinxext_mathmpl_api.html#module-matplotlib.sphinxext.mathmpl"><code class="xref">matplotlib.sphinxext.mathmpl</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/sphinxext_plot_directive_api.html#module-matplotlib.sphinxext.plot_directive"><code class="xref">matplotlib.sphinxext.plot_directive</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/sphinxext_roles.html#module-matplotlib.sphinxext.roles"><code class="xref">matplotlib.sphinxext.roles</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/spines_api.html#module-matplotlib.spines"><code class="xref">matplotlib.spines</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/style_api.html#module-matplotlib.style"><code class="xref">matplotlib.style</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/table_api.html#module-matplotlib.table"><code class="xref">matplotlib.table</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/testing_api.html#module-matplotlib.testing"><code class="xref">matplotlib.testing</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
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<td>   
<a href="api/testing_api.html#module-matplotlib.testing.compare"><code class="xref">matplotlib.testing.compare</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/testing_api.html#module-matplotlib.testing.decorators"><code class="xref">matplotlib.testing.decorators</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
<a href="api/testing_api.html#module-matplotlib.testing.exceptions"><code class="xref">matplotlib.testing.exceptions</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
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<td>   
<a href="api/texmanager_api.html#module-matplotlib.texmanager"><code class="xref">matplotlib.texmanager</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
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<td>   
<a href="api/text_api.html#module-matplotlib.text"><code class="xref">matplotlib.text</code></a></td><td>
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<tr class="cg-1">
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<td>   
<a href="api/ticker_api.html#module-matplotlib.ticker"><code class="xref">matplotlib.ticker</code></a></td><td>
<em></em></td></tr>
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<td>   
<a href="api/transformations.html#module-matplotlib.transforms"><code class="xref">matplotlib.transforms</code></a></td><td>
<em></em></td></tr>
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<td>   
<a href="api/tri_api.html#module-matplotlib.tri"><code class="xref">matplotlib.tri</code></a></td><td>
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<tr class="cg-1">
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<td>   
<a href="api/units_api.html#module-matplotlib.units"><code class="xref">matplotlib.units</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
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<td>   
<a href="api/widgets_api.html#module-matplotlib.widgets"><code class="xref">matplotlib.widgets</code></a></td><td>
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<tr>
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<td>
<code class="xref">mpl_toolkits</code></td><td>
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