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• 3.1.1
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  • _images
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    • sphx_glr_font_table_001.png
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  • _modules
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    • index.html
    • matplotlib.html
    • matplotlib
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      • animation.html
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      • tri
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    • mpl_toolkits
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      • mplot3d
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  • _sources
    • devel
      • contributing.rst.txt
    • gallery
      • animation
        • animate_decay.rst.txt
        • animated_histogram.rst.txt
        • animation_demo.rst.txt
        • bayes_update.rst.txt
        • double_pendulum_sgskip.rst.txt
        • dynamic_image.rst.txt
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        • rain.rst.txt
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      • axes_grid1
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      • axisartist
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        • axis_direction_demo_step02.rst.txt
        • axis_direction_demo_step03.rst.txt
        • axis_direction_demo_step04.rst.txt
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        • demo_parasite_axes.rst.txt
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        • sg_execution_times.rst.txt
        • simple_axis_direction01.rst.txt
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        • simple_axisartist1.rst.txt
        • simple_axisline.rst.txt
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        • simple_axisline3.rst.txt
      • color
        • color_by_yvalue.rst.txt
        • color_cycle_default.rst.txt
        • color_cycler.rst.txt
        • color_demo.rst.txt
        • colorbar_basics.rst.txt
        • colormap_reference.rst.txt
        • custom_cmap.rst.txt
        • named_colors.rst.txt
        • sg_execution_times.rst.txt
      • event_handling
        • close_event.rst.txt
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        • figure_axes_enter_leave.rst.txt
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        • image_slices_viewer.rst.txt
        • keypress_demo.rst.txt
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        • figimage_demo.rst.txt
        • image_annotated_heatmap.rst.txt
        • image_clip_path.rst.txt
        • image_demo.rst.txt
        • image_masked.rst.txt
        • image_nonuniform.rst.txt
        • image_transparency_blend.rst.txt
        • image_zcoord.rst.txt
        • interpolation_methods.rst.txt
        • irregulardatagrid.rst.txt
        • layer_images.rst.txt
        • matshow.rst.txt
        • multi_image.rst.txt
        • pcolor_demo.rst.txt
        • pcolormesh_levels.rst.txt
        • plot_streamplot.rst.txt
        • quadmesh_demo.rst.txt
        • quiver_demo.rst.txt
        • quiver_simple_demo.rst.txt
        • sg_execution_times.rst.txt
        • shading_example.rst.txt
        • specgram_demo.rst.txt
        • spy_demos.rst.txt
        • tricontour_demo.rst.txt
        • tricontour_smooth_delaunay.rst.txt
        • tricontour_smooth_user.rst.txt
        • trigradient_demo.rst.txt
        • triinterp_demo.rst.txt
        • tripcolor_demo.rst.txt
        • triplot_demo.rst.txt
        • watermark_image.rst.txt
      • index.rst.txt
      • lines_bars_and_markers
        • bar_stacked.rst.txt
        • barchart.rst.txt
        • barh.rst.txt
        • broken_barh.rst.txt
        • categorical_variables.rst.txt
        • cohere.rst.txt
        • csd_demo.rst.txt
        • errorbar_limits_simple.rst.txt
        • errorbar_subsample.rst.txt
        • eventcollection_demo.rst.txt
        • eventplot_demo.rst.txt
        • fill.rst.txt
        • fill_between_demo.rst.txt
        • fill_betweenx_demo.rst.txt
        • filled_step.rst.txt
        • gradient_bar.rst.txt
        • horizontal_barchart_distribution.rst.txt
        • joinstyle.rst.txt
        • line_demo_dash_control.rst.txt
        • linestyles.rst.txt
        • marker_fillstyle_reference.rst.txt
        • marker_reference.rst.txt
        • markevery_demo.rst.txt
        • markevery_prop_cycle.rst.txt
        • masked_demo.rst.txt
        • multicolored_line.rst.txt
        • nan_test.rst.txt
        • psd_demo.rst.txt
        • scatter_custom_symbol.rst.txt
        • scatter_demo2.rst.txt
        • scatter_hist.rst.txt
        • scatter_masked.rst.txt
        • scatter_piecharts.rst.txt
        • scatter_star_poly.rst.txt
        • scatter_symbol.rst.txt
        • scatter_with_legend.rst.txt
        • sg_execution_times.rst.txt
        • simple_plot.rst.txt
        • span_regions.rst.txt
        • spectrum_demo.rst.txt
        • stackplot_demo.rst.txt
        • stem_plot.rst.txt
        • step_demo.rst.txt
        • timeline.rst.txt
        • vline_hline_demo.rst.txt
        • xcorr_acorr_demo.rst.txt
      • misc
        • agg_buffer.rst.txt
        • agg_buffer_to_array.rst.txt
        • anchored_artists.rst.txt
        • bbox_intersect.rst.txt
        • contour_manual.rst.txt
        • coords_report.rst.txt
        • cursor_demo_sgskip.rst.txt
        • custom_projection.rst.txt
        • customize_rc.rst.txt
        • demo_agg_filter.rst.txt
        • demo_ribbon_box.rst.txt
        • fill_spiral.rst.txt
        • findobj_demo.rst.txt
        • font_indexing.rst.txt
        • ftface_props.rst.txt
        • histogram_path.rst.txt
        • hyperlinks_sgskip.rst.txt
        • image_thumbnail_sgskip.rst.txt
        • keyword_plotting.rst.txt
        • load_converter.rst.txt
        • logos2.rst.txt
        • multipage_pdf.rst.txt
        • multiprocess_sgskip.rst.txt
        • patheffect_demo.rst.txt
        • plotfile_demo.rst.txt
        • print_stdout_sgskip.rst.txt
        • pythonic_matplotlib.rst.txt
        • rasterization_demo.rst.txt
        • set_and_get.rst.txt
        • sg_execution_times.rst.txt
        • svg_filter_line.rst.txt
        • svg_filter_pie.rst.txt
        • table_demo.rst.txt
        • transoffset.rst.txt
        • zorder_demo.rst.txt
      • mplot3d
        • 2dcollections3d.rst.txt
        • 3d_bars.rst.txt
        • bars3d.rst.txt
        • contour3d.rst.txt
        • contour3d_2.rst.txt
        • contour3d_3.rst.txt
        • contourf3d.rst.txt
        • contourf3d_2.rst.txt
        • custom_shaded_3d_surface.rst.txt
        • hist3d.rst.txt
        • lines3d.rst.txt
        • lorenz_attractor.rst.txt
        • mixed_subplots.rst.txt
        • offset.rst.txt
        • pathpatch3d.rst.txt
        • polys3d.rst.txt
        • quiver3d.rst.txt
        • rotate_axes3d_sgskip.rst.txt
        • scatter3d.rst.txt
        • sg_execution_times.rst.txt
        • subplot3d.rst.txt
        • surface3d.rst.txt
        • surface3d_2.rst.txt
        • surface3d_3.rst.txt
        • surface3d_radial.rst.txt
        • text3d.rst.txt
        • tricontour3d.rst.txt
        • tricontourf3d.rst.txt
        • trisurf3d.rst.txt
        • trisurf3d_2.rst.txt
        • voxels.rst.txt
        • voxels_numpy_logo.rst.txt
        • voxels_rgb.rst.txt
        • voxels_torus.rst.txt
        • wire3d.rst.txt
        • wire3d_animation_sgskip.rst.txt
        • wire3d_zero_stride.rst.txt
      • pie_and_polar_charts
        • bar_of_pie.rst.txt
        • nested_pie.rst.txt
        • pie_and_donut_labels.rst.txt
        • pie_demo2.rst.txt
        • pie_features.rst.txt
        • polar_bar.rst.txt
        • polar_demo.rst.txt
        • polar_legend.rst.txt
        • polar_scatter.rst.txt
        • sg_execution_times.rst.txt
      • pyplots
        • align_ylabels.rst.txt
        • annotate_transform.rst.txt
        • annotation_basic.rst.txt
        • annotation_polar.rst.txt
        • auto_subplots_adjust.rst.txt
        • boxplot_demo_pyplot.rst.txt
        • dollar_ticks.rst.txt
        • fig_axes_customize_simple.rst.txt
        • fig_axes_labels_simple.rst.txt
        • fig_x.rst.txt
        • pyplot_formatstr.rst.txt
        • pyplot_mathtext.rst.txt
        • pyplot_scales.rst.txt
        • pyplot_simple.rst.txt
        • pyplot_text.rst.txt
        • pyplot_three.rst.txt
        • pyplot_two_subplots.rst.txt
        • sg_execution_times.rst.txt
        • text_commands.rst.txt
        • text_layout.rst.txt
        • whats_new_1_subplot3d.rst.txt
        • whats_new_98_4_fancy.rst.txt
        • whats_new_98_4_fill_between.rst.txt
        • whats_new_98_4_legend.rst.txt
        • whats_new_99_axes_grid.rst.txt
        • whats_new_99_mplot3d.rst.txt
        • whats_new_99_spines.rst.txt
      • recipes
        • common_date_problems.rst.txt
        • create_subplots.rst.txt
        • fill_between_alpha.rst.txt
        • placing_text_boxes.rst.txt
        • sg_execution_times.rst.txt
        • share_axis_lims_views.rst.txt
      • scales
        • aspect_loglog.rst.txt
        • custom_scale.rst.txt
        • log_bar.rst.txt
        • log_demo.rst.txt
        • log_test.rst.txt
        • power_norm.rst.txt
        • scales.rst.txt
        • sg_execution_times.rst.txt
        • symlog_demo.rst.txt
      • shapes_and_collections
        • arrow_guide.rst.txt
        • artist_reference.rst.txt
        • collections.rst.txt
        • compound_path.rst.txt
        • dolphin.rst.txt
        • donut.rst.txt
        • ellipse_collection.rst.txt
        • ellipse_demo.rst.txt
        • fancybox_demo.rst.txt
        • hatch_demo.rst.txt
        • line_collection.rst.txt
        • marker_path.rst.txt
        • patch_collection.rst.txt
        • path_patch.rst.txt
        • quad_bezier.rst.txt
        • scatter.rst.txt
        • sg_execution_times.rst.txt
      • showcase
        • anatomy.rst.txt
        • bachelors_degrees_by_gender.rst.txt
        • firefox.rst.txt
        • integral.rst.txt
        • mandelbrot.rst.txt
        • sg_execution_times.rst.txt
        • xkcd.rst.txt
      • specialty_plots
        • advanced_hillshading.rst.txt
        • anscombe.rst.txt
        • hinton_demo.rst.txt
        • leftventricle_bulleye.rst.txt
        • mri_demo.rst.txt
        • mri_with_eeg.rst.txt
        • radar_chart.rst.txt
        • sankey_basics.rst.txt
        • sankey_links.rst.txt
        • sankey_rankine.rst.txt
        • sg_execution_times.rst.txt
        • skewt.rst.txt
        • topographic_hillshading.rst.txt
      • statistics
        • barchart_demo.rst.txt
        • boxplot.rst.txt
        • boxplot_color.rst.txt
        • boxplot_demo.rst.txt
        • boxplot_vs_violin.rst.txt
        • bxp.rst.txt
        • confidence_ellipse.rst.txt
        • customized_violin.rst.txt
        • errorbar.rst.txt
        • errorbar_features.rst.txt
        • errorbar_limits.rst.txt
        • errorbars_and_boxes.rst.txt
        • hexbin_demo.rst.txt
        • hist.rst.txt
        • histogram_cumulative.rst.txt
        • histogram_features.rst.txt
        • histogram_histtypes.rst.txt
        • histogram_multihist.rst.txt
        • multiple_histograms_side_by_side.rst.txt
        • sg_execution_times.rst.txt
        • violinplot.rst.txt
      • style_sheets
        • bmh.rst.txt
        • dark_background.rst.txt
        • fivethirtyeight.rst.txt
        • ggplot.rst.txt
        • grayscale.rst.txt
        • plot_solarizedlight2.rst.txt
        • sg_execution_times.rst.txt
        • style_sheets_reference.rst.txt
      • subplots_axes_and_figures
        • align_labels_demo.rst.txt
        • axes_demo.rst.txt
        • axes_margins.rst.txt
        • axes_props.rst.txt
        • axes_zoom_effect.rst.txt
        • axhspan_demo.rst.txt
        • axis_equal_demo.rst.txt
        • broken_axis.rst.txt
        • colorbar_placement.rst.txt
        • custom_figure_class.rst.txt
        • demo_constrained_layout.rst.txt
        • demo_tight_layout.rst.txt
        • fahrenheit_celsius_scales.rst.txt
        • figure_title.rst.txt
        • ganged_plots.rst.txt
        • geo_demo.rst.txt
        • gridspec_and_subplots.rst.txt
        • gridspec_multicolumn.rst.txt
        • gridspec_nested.rst.txt
        • invert_axes.rst.txt
        • multiple_figs_demo.rst.txt
        • secondary_axis.rst.txt
        • sg_execution_times.rst.txt
        • shared_axis_demo.rst.txt
        • subplot.rst.txt
        • subplot_demo.rst.txt
        • subplot_toolbar.rst.txt
        • subplots_adjust.rst.txt
        • subplots_demo.rst.txt
        • two_scales.rst.txt
        • zoom_inset_axes.rst.txt
      • text_labels_and_annotations
        • accented_text.rst.txt
        • annotation_demo.rst.txt
        • arrow_demo.rst.txt
        • arrow_simple_demo.rst.txt
        • autowrap.rst.txt
        • custom_legends.rst.txt
        • dashpointlabel.rst.txt
        • date.rst.txt
        • date_index_formatter.rst.txt
        • demo_annotation_box.rst.txt
        • demo_text_path.rst.txt
        • demo_text_rotation_mode.rst.txt
        • dfrac_demo.rst.txt
        • engineering_formatter.rst.txt
        • fancyarrow_demo.rst.txt
        • fancytextbox_demo.rst.txt
        • figlegend_demo.rst.txt
        • font_family_rc_sgskip.rst.txt
        • font_file.rst.txt
        • font_table.rst.txt
        • fonts_demo.rst.txt
        • fonts_demo_kw.rst.txt
        • legend.rst.txt
        • legend_demo.rst.txt
        • line_with_text.rst.txt
        • mathtext_asarray.rst.txt
        • mathtext_demo.rst.txt
        • mathtext_examples.rst.txt
        • multiline.rst.txt
        • rainbow_text.rst.txt
        • sg_execution_times.rst.txt
        • stix_fonts_demo.rst.txt
        • tex_demo.rst.txt
        • text_alignment.rst.txt
        • text_fontdict.rst.txt
        • text_rotation.rst.txt
        • text_rotation_relative_to_line.rst.txt
        • titles_demo.rst.txt
        • unicode_minus.rst.txt
        • usetex_baseline_test.rst.txt
        • usetex_demo.rst.txt
        • usetex_fonteffects.rst.txt
        • watermark_text.rst.txt
      • ticks_and_spines
        • auto_ticks.rst.txt
        • centered_ticklabels.rst.txt
        • colorbar_tick_labelling_demo.rst.txt
        • custom_ticker1.rst.txt
        • date_concise_formatter.rst.txt
        • date_demo_convert.rst.txt
        • date_demo_rrule.rst.txt
        • date_index_formatter2.rst.txt
        • major_minor_demo.rst.txt
        • multiple_yaxis_with_spines.rst.txt
        • scalarformatter.rst.txt
        • sg_execution_times.rst.txt
        • spine_placement_demo.rst.txt
        • spines.rst.txt
        • spines_bounds.rst.txt
        • spines_dropped.rst.txt
        • tick-formatters.rst.txt
        • tick-locators.rst.txt
        • tick_label_right.rst.txt
        • tick_labels_from_values.rst.txt
        • tick_xlabel_top.rst.txt
        • ticklabels_rotation.rst.txt
      • units
        • annotate_with_units.rst.txt
        • artist_tests.rst.txt
        • bar_demo2.rst.txt
        • bar_unit_demo.rst.txt
        • basic_units.rst.txt
        • ellipse_with_units.rst.txt
        • evans_test.rst.txt
        • radian_demo.rst.txt
        • sg_execution_times.rst.txt
        • units_sample.rst.txt
        • units_scatter.rst.txt
      • user_interfaces
        • canvasagg.rst.txt
        • embedding_in_gtk3_panzoom_sgskip.rst.txt
        • embedding_in_gtk3_sgskip.rst.txt
        • embedding_in_qt_sgskip.rst.txt
        • embedding_in_tk_sgskip.rst.txt
        • embedding_in_wx2_sgskip.rst.txt
        • embedding_in_wx3_sgskip.rst.txt
        • embedding_in_wx4_sgskip.rst.txt
        • embedding_in_wx5_sgskip.rst.txt
        • embedding_webagg_sgskip.rst.txt
        • fourier_demo_wx_sgskip.rst.txt
        • gtk_spreadsheet_sgskip.rst.txt
        • mathtext_wx_sgskip.rst.txt
        • mpl_with_glade3_sgskip.rst.txt
        • pylab_with_gtk_sgskip.rst.txt
        • sg_execution_times.rst.txt
        • svg_histogram_sgskip.rst.txt
        • svg_tooltip_sgskip.rst.txt
        • toolmanager_sgskip.rst.txt
        • wxcursor_demo_sgskip.rst.txt
      • userdemo
        • anchored_box01.rst.txt
        • anchored_box02.rst.txt
        • anchored_box03.rst.txt
        • anchored_box04.rst.txt
        • annotate_explain.rst.txt
        • annotate_simple01.rst.txt
        • annotate_simple02.rst.txt
        • annotate_simple03.rst.txt
        • annotate_simple04.rst.txt
        • annotate_simple_coord01.rst.txt
        • annotate_simple_coord02.rst.txt
        • annotate_simple_coord03.rst.txt
        • annotate_text_arrow.rst.txt
        • colormap_normalizations.rst.txt
        • colormap_normalizations_bounds.rst.txt
        • colormap_normalizations_custom.rst.txt
        • colormap_normalizations_diverging.rst.txt
        • colormap_normalizations_lognorm.rst.txt
        • colormap_normalizations_power.rst.txt
        • colormap_normalizations_symlognorm.rst.txt
        • connect_simple01.rst.txt
        • connectionstyle_demo.rst.txt
        • custom_boxstyle01.rst.txt
        • custom_boxstyle02.rst.txt
        • demo_gridspec01.rst.txt
        • demo_gridspec03.rst.txt
        • demo_gridspec06.rst.txt
        • pgf_fonts.rst.txt
        • pgf_preamble_sgskip.rst.txt
        • pgf_texsystem.rst.txt
        • sg_execution_times.rst.txt
        • simple_annotate01.rst.txt
        • simple_legend01.rst.txt
        • simple_legend02.rst.txt
      • widgets
        • buttons.rst.txt
        • check_buttons.rst.txt
        • cursor.rst.txt
        • lasso_selector_demo_sgskip.rst.txt
        • menu.rst.txt
        • multicursor.rst.txt
        • polygon_selector_demo.rst.txt
        • radio_buttons.rst.txt
        • rectangle_selector.rst.txt
        • sg_execution_times.rst.txt
        • slider_demo.rst.txt
        • span_selector.rst.txt
        • textbox.rst.txt
    • index.rst.txt
    • thirdpartypackages
      • index.rst.txt
    • tutorials
      • advanced
        • path_tutorial.rst.txt
        • patheffects_guide.rst.txt
        • sg_execution_times.rst.txt
        • transforms_tutorial.rst.txt
      • colors
        • colorbar_only.rst.txt
        • colormap-manipulation.rst.txt
        • colormapnorms.rst.txt
        • colormaps.rst.txt
        • colors.rst.txt
        • sg_execution_times.rst.txt
      • index.rst.txt
      • intermediate
        • artists.rst.txt
        • color_cycle.rst.txt
        • constrainedlayout_guide.rst.txt
        • gridspec.rst.txt
        • imshow_extent.rst.txt
        • legend_guide.rst.txt
        • sg_execution_times.rst.txt
        • tight_layout_guide.rst.txt
      • introductory
        • customizing.rst.txt
        • images.rst.txt
        • lifecycle.rst.txt
        • pyplot.rst.txt
        • sample_plots.rst.txt
        • sg_execution_times.rst.txt
        • usage.rst.txt
      • text
        • annotations.rst.txt
        • mathtext.rst.txt
        • pgf.rst.txt
        • sg_execution_times.rst.txt
        • text_intro.rst.txt
        • text_props.rst.txt
        • usetex.rst.txt
      • toolkits
        • axes_grid.rst.txt
        • axisartist.rst.txt
        • mplot3d.rst.txt
        • sg_execution_times.rst.txt
  • _static
    • gallery.css
    • geoplot_nyc_traffic_tickets.png
  • api/_as_gen
    • matplotlib-axes-Axes-secondary_xaxis-1.pdf
    • matplotlib-axes-Axes-secondary_yaxis-1.pdf
    • matplotlib.animation.AVConvBase.html
    • matplotlib.animation.AVConvFileWriter.html
    • matplotlib.animation.AVConvWriter.html
    • matplotlib.animation.AbstractMovieWriter.html
    • matplotlib.animation.Animation.html
    • matplotlib.animation.ArtistAnimation.html
    • matplotlib.animation.FFMpegBase.html
    • matplotlib.animation.FFMpegFileWriter.html
    • matplotlib.animation.FFMpegWriter.html
    • matplotlib.animation.FileMovieWriter.html
    • matplotlib.animation.FuncAnimation.html
    • matplotlib.animation.ImageMagickBase.html
    • matplotlib.animation.ImageMagickFileWriter.html
    • matplotlib.animation.ImageMagickWriter.html
    • matplotlib.animation.MovieWriter.html
    • matplotlib.animation.MovieWriterRegistry.html
    • matplotlib.animation.PillowWriter.html
    • matplotlib.animation.TimedAnimation.html
    • matplotlib.artist.Artist.add_callback.html
    • matplotlib.artist.Artist.axes.html
    • matplotlib.artist.Artist.contains.html
    • matplotlib.artist.Artist.convert_xunits.html
    • matplotlib.artist.Artist.convert_yunits.html
    • matplotlib.artist.Artist.draw.html