Nov 2, 2024
diff --git a/galleries/examples/images_contours_and_fields/contour_demo.py b/galleries/examples/images_contours_and_fields/contour_demo.py
 """
 .. _contour_demo:

 ============
 Contour Demo
 ============
diff --git a/galleries/examples/images_contours_and_fields/contourf_demo.py b/galleries/examples/images_contours_and_fields/contourf_demo.py
 """
 .. _contourf_demo:
 =============
 Contourf demo
 =============
diff --git a/galleries/examples/images_contours_and_fields/contourf_log.py b/galleries/examples/images_contours_and_fields/contourf_log.py
 """
 .. _contourf_log:

 ============================
 Contourf and log color scale
 ============================
diff --git a/galleries/examples/images_contours_and_fields/image_antialiasing.py b/galleries/examples/images_contours_and_fields/image_antialiasing.py
 """
 .. _image_antialiasing:

 .. _image_resampling:

 ================
 Image resampling
 ================
diff --git a/galleries/examples/images_contours_and_fields/image_demo.py b/galleries/examples/images_contours_and_fields/image_demo.py
 """
 .. _image_demo:

 ========================
 Many ways to plot images
 ========================
diff --git a/galleries/examples/images_contours_and_fields/pcolor_demo.py b/galleries/examples/images_contours_and_fields/pcolor_demo.py
 """
 .. _pcolor_demo:

 =============
 pcolor images
 =============
diff --git a/galleries/examples/images_contours_and_fields/pcolormesh_grids.py b/galleries/examples/images_contours_and_fields/pcolormesh_grids.py
 """
 .. _pcolormesh_grids:

 ============================
 pcolormesh grids and shading
 ============================
diff --git a/galleries/examples/images_contours_and_fields/plot_streamplot.py b/galleries/examples/images_contours_and_fields/plot_streamplot.py
 """
 .. _plot_streamplot:

 ==========
 Streamplot
 ==========
diff --git a/galleries/examples/images_contours_and_fields/tricontour_demo.py b/galleries/examples/images_contours_and_fields/tricontour_demo.py
 """
 .. _tricontour_demo:

 ===============
 Tricontour Demo
 ===============
diff --git a/galleries/examples/images_contours_and_fields/tricontour_smooth_delaunay.py b/galleries/examples/images_contours_and_fields/tricontour_smooth_delaunay.py
 """
 .. _tricontour_smooth_delaunay:

 ==========================
 Tricontour Smooth Delaunay
 ==========================
diff --git a/galleries/examples/images_contours_and_fields/tricontour_smooth_user.py b/galleries/examples/images_contours_and_fields/tricontour_smooth_user.py
 """
 .. _tricontour_smooth_user:

 ======================
 Tricontour Smooth User
 ======================
diff --git a/galleries/examples/images_contours_and_fields/tripcolor_demo.py b/galleries/examples/images_contours_and_fields/tripcolor_demo.py
 """
 .. _tripcolor_demo:

 ==============
 Tripcolor Demo
 ==============
diff --git a/galleries/examples/images_contours_and_fields/triplot_demo.py b/galleries/examples/images_contours_and_fields/triplot_demo.py
 """
 .. _triplot_demo:

 ============
 Triplot Demo
 ============
diff --git a/galleries/examples/lines_bars_and_markers/categorical_variables.py b/galleries/examples/lines_bars_and_markers/categorical_variables.py
 """
 .. _categorical_variables:

 ==============================
 Plotting categorical variables
 ==============================
diff --git a/galleries/examples/lines_bars_and_markers/eventplot_demo.py b/galleries/examples/lines_bars_and_markers/eventplot_demo.py
 """
 .. _eventplot_demo:

 ==============
 Eventplot demo
 ==============
diff --git a/galleries/examples/lines_bars_and_markers/fill_between_demo.py b/galleries/examples/lines_bars_and_markers/fill_between_demo.py
 """
 .. _fill_between_demo:

 ===============================
 Fill the area between two lines
 ===============================
diff --git a/galleries/examples/lines_bars_and_markers/step_demo.py b/galleries/examples/lines_bars_and_markers/step_demo.py
 """
 .. _step_demo:

 =========
 Step Demo
 =========
diff --git a/galleries/examples/mplot3d/bars3d.py b/galleries/examples/mplot3d/bars3d.py
 """
 .. _bars3d:

 ========================================
 Create 2D bar graphs in different planes
 ========================================
diff --git a/galleries/examples/mplot3d/box3d.py b/galleries/examples/mplot3d/box3d.py
 """
 .. _box3d:

 ===================
 3D box surface plot
 ===================
diff --git a/galleries/examples/mplot3d/custom_shaded_3d_surface.py b/galleries/examples/mplot3d/custom_shaded_3d_surface.py
 """
 .. _custom_shaded_3d_surface:

 =======================================
 Custom hillshading in a 3D surface plot
 =======================================
diff --git a/galleries/examples/mplot3d/intersecting_planes.py b/galleries/examples/mplot3d/intersecting_planes.py
 """
 .. _intersecting_planes:

 ===================
 Intersecting planes
 ===================
diff --git a/galleries/examples/mplot3d/quiver3d.py b/galleries/examples/mplot3d/quiver3d.py
 """
 .. _quiver3d:

 ==============
 3D quiver plot
 ==============
diff --git a/galleries/examples/mplot3d/stem3d_demo.py b/galleries/examples/mplot3d/stem3d_demo.py
 """
 .. _stem3d_demo:

 =======
 3D stem
 =======
diff --git a/galleries/examples/mplot3d/surface3d.py b/galleries/examples/mplot3d/surface3d.py
 """
 .. _surface3d:

 =====================
 3D surface (colormap)
 =====================
diff --git a/galleries/examples/mplot3d/surface3d_2.py b/galleries/examples/mplot3d/surface3d_2.py
 """
 .. _surface3d_2:

 ========================
 3D surface (solid color)
 ========================
diff --git a/galleries/examples/mplot3d/surface3d_3.py b/galleries/examples/mplot3d/surface3d_3.py
 """
 .. _surface3d_3:

 =========================
 3D surface (checkerboard)
 =========================
diff --git a/galleries/examples/mplot3d/trisurf3d.py b/galleries/examples/mplot3d/trisurf3d.py
 """
 .. _trisurf3d:

 ======================
 Triangular 3D surfaces
 ======================
diff --git a/galleries/examples/mplot3d/trisurf3d_2.py b/galleries/examples/mplot3d/trisurf3d_2.py
 """
 .. _trisurf3d_2:

 ===========================
 More triangular 3D surfaces
 ===========================
diff --git a/galleries/examples/statistics/boxplot.py b/galleries/examples/statistics/boxplot.py
 """
 .. _boxplot_artists:

 =================================
 Artist customization in box plots
 =================================
diff --git a/galleries/examples/statistics/boxplot_color.py b/galleries/examples/statistics/boxplot_color.py
 """
 .. _boxplot_color:

 =================================
 Box plots with custom fill colors
 =================================
diff --git a/galleries/examples/statistics/boxplot_demo.py b/galleries/examples/statistics/boxplot_demo.py
 """
 .. _boxplot_demo:

 ========
 Boxplots
 ========
diff --git a/galleries/examples/statistics/boxplot_vs_violin.py b/galleries/examples/statistics/boxplot_vs_violin.py
 """
 .. _boxplot_vs_violin:

 ===================================
 Box plot vs. violin plot comparison
 ===================================
diff --git a/galleries/examples/statistics/customized_violin.py b/galleries/examples/statistics/customized_violin.py
 """
 .. _customized_violin:

 =========================
 Violin plot customization
 =========================
diff --git a/galleries/examples/statistics/hexbin_demo.py b/galleries/examples/statistics/hexbin_demo.py
 """
 .. _hexbin_demo:

 =====================
 Hexagonal binned plot
 =====================
diff --git a/galleries/examples/statistics/histogram_histtypes.py b/galleries/examples/statistics/histogram_histtypes.py
 """
 .. _histogram_histtypes:

 ================================================================
 Demo of the histogram function's different ``histtype`` settings
 ================================================================
diff --git a/galleries/examples/statistics/histogram_multihist.py b/galleries/examples/statistics/histogram_multihist.py
 """
 .. _histogram_multihist:

 =====================================================
 The histogram (hist) function with multiple data sets
 =====================================================
diff --git a/galleries/examples/statistics/histogram_normalization.py b/galleries/examples/statistics/histogram_normalization.py
 """
 .. redirect-from:: /gallery/statistics/histogram_features
 .. _histogram_normalization:

 ===================================
 Histogram bins, density, and weight
diff --git a/galleries/examples/statistics/violinplot.py b/galleries/examples/statistics/violinplot.py
 """
 .. _violinplot:

 ==================
 Violin plot basics
 ==================
diff --git a/galleries/plot_types/3D/bar3d_simple.py b/galleries/plot_types/3D/bar3d_simple.py
 """
 .. _bar3d_simple:

 ==========================
 bar3d(x, y, z, dx, dy, dz)
 ==========================
diff --git a/galleries/plot_types/3D/surface3d_simple.py b/galleries/plot_types/3D/surface3d_simple.py
 """
 .. _surface3d_simple:

 =====================
 plot_surface(X, Y, Z)
 =====================
diff --git a/galleries/plot_types/3D/trisurf3d_simple.py b/galleries/plot_types/3D/trisurf3d_simple.py
 """
 .. _trisurf3d_simple:

 =====================
 plot_trisurf(x, y, z)
 =====================
diff --git a/galleries/plot_types/arrays/pcolormesh.py b/galleries/plot_types/arrays/pcolormesh.py
 """
 .. _pcolormesh:

 ===================
 pcolormesh(X, Y, Z)
 ===================

 Create a pseudocolor plot with a non-regular rectangular grid.

 `~.axes.Axes.pcolormesh` is more flexible than `~.axes.Axes.imshow` in that
diff --git a/galleries/users_explain/artists/index.rst b/galleries/users_explain/artists/index.rst
 .. _users-guide-artists:

 +++++++
 Artists
 +++++++
diff --git a/galleries/users_explain/axes/index.rst b/galleries/users_explain/axes/index.rst
 .. _users_guide_axes:

 +++++++++++++++++
 Axes and subplots
 +++++++++++++++++
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		@@ -1,4 +1,6 @@
		"""
		.. _contour_demo:

		============
		Contour Demo
		============
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		"""
		.. _contourf_demo:
		=============
		Contourf demo
		=============
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		"""
		.. _contourf_log:

		============================
		Contourf and log color scale
		============================
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		@@ -1,4 +1,8 @@
		"""
		.. _image_antialiasing:

		.. _image_resampling:

		================
		Image resampling
		================
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		@@ -1,4 +1,6 @@
		"""
		.. _image_demo:

		========================
		Many ways to plot images
		========================
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		@@ -1,4 +1,6 @@
		"""
		.. _pcolor_demo:

		=============
		pcolor images
		=============
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		@@ -1,4 +1,6 @@
		"""
		.. _pcolormesh_grids:

		============================
		pcolormesh grids and shading
		============================
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		@@ -1,4 +1,6 @@
		"""
		.. _plot_streamplot:

		==========
		Streamplot
		==========
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		@@ -1,4 +1,6 @@
		"""
		.. _tricontour_demo:

		===============
		Tricontour Demo
		===============
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		@@ -1,4 +1,6 @@
		"""
		.. _tricontour_smooth_delaunay:

		==========================
		Tricontour Smooth Delaunay
		==========================
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