Use Axes instead of axes in galleries

Part of matplotlib#18726.

galleries/examples/animation/multiple_axes.py

@@ -1,6 +1,6 @@
 """
 =======================
-Multiple axes animation
+Multiple Axes animation
 =======================
 
 This example showcases:

galleries/examples/animation/random_walk.py

@@ -42,7 +42,7 @@ def update_lines(num, walks, lines):
 # Create lines initially without data
 lines = [ax.plot([], [], [])[0] for _ in walks]
 
-# Setting the axes properties
+# Setting the Axes properties
 ax.set(xlim3d=(0, 1), xlabel='X')
 ax.set(ylim3d=(0, 1), ylabel='Y')
 ax.set(zlim3d=(0, 1), zlabel='Z')

galleries/examples/axes_grid1/demo_axes_divider.py

@@ -3,8 +3,8 @@
 Axes divider
 ============
 
-Axes divider to calculate location of axes and
-create a divider for them using existing axes instances.
+Axes divider to calculate location of Axes and
+create a divider for them using existing Axes instances.
 """
 
 import matplotlib.pyplot as plt
@@ -30,13 +30,13 @@ def demo_locatable_axes_hard(fig):
 
     divider = SubplotDivider(fig, 2, 2, 2, aspect=True)
 
-    # axes for image
+    # Axes for image
     ax = fig.add_subplot(axes_locator=divider.new_locator(nx=0, ny=0))
-    # axes for colorbar
+    # Axes for colorbar
     ax_cb = fig.add_subplot(axes_locator=divider.new_locator(nx=2, ny=0))
 
     divider.set_horizontal([
-        Size.AxesX(ax),  # main axes
+        Size.AxesX(ax),  # main Axes
         Size.Fixed(0.05),  # padding, 0.1 inch
         Size.Fixed(0.2),  # colorbar, 0.3 inch
     ])

galleries/examples/axes_grid1/demo_axes_grid.py

@@ -3,7 +3,7 @@
 Demo Axes Grid
 ==============
 
-Grid of 2x2 images with a single colorbar or with one colorbar per axes.
+Grid of 2x2 images with a single colorbar or with one colorbar per Axes.
 """
 
 import matplotlib.pyplot as plt
@@ -17,13 +17,13 @@
 
 
 # A grid of 2x2 images with 0.05 inch pad between images and only the
-# lower-left axes is labeled.
+# lower-left Axes is labeled.
 grid = ImageGrid(
     fig, 141,  # similar to fig.add_subplot(141).
      nrows_ncols=(2, 2), axes_pad=0.05, label_mode="1")
 for ax in grid:
     ax.imshow(Z, extent=extent)
-# This only affects axes in first column and second row as share_all=False.
+# This only affects Axes in first column and second row as share_all=False.
 grid.axes_llc.set(xticks=[-2, 0, 2], yticks=[-2, 0, 2])
 
 
@@ -37,7 +37,7 @@
 grid.cbar_axes[0].colorbar(im)
 for cax in grid.cbar_axes:
     cax.tick_params(labeltop=False)
-# This affects all axes as share_all = True.
+# This affects all Axes as share_all = True.
 grid.axes_llc.set(xticks=[-2, 0, 2], yticks=[-2, 0, 2])
 
 
@@ -50,7 +50,7 @@
     im = ax.imshow(Z, extent=extent)
     cax.colorbar(im)
     cax.tick_params(labeltop=False)
-# This affects all axes as share_all = True.
+# This affects all Axes as share_all = True.
 grid.axes_llc.set(xticks=[-2, 0, 2], yticks=[-2, 0, 2])
 
 
@@ -65,7 +65,7 @@
     im = ax.imshow(Z, extent=extent, vmin=vlim[0], vmax=vlim[1])
     cb = cax.colorbar(im)
     cb.set_ticks((vlim[0], vlim[1]))
-# This affects all axes as share_all = True.
+# This affects all Axes as share_all = True.
 grid.axes_llc.set(xticks=[-2, 0, 2], yticks=[-2, 0, 2])
 
 

galleries/examples/axes_grid1/demo_axes_grid2.py

@@ -33,7 +33,7 @@ def add_inner_title(ax, title, loc, **kwargs):
 ZS = [Z[i::3, :] for i in range(3)]
 extent = extent[0], extent[1]/3., extent[2], extent[3]
 
-# *** Demo 1: colorbar at each axes ***
+# *** Demo 1: colorbar at each Axes ***
 grid = ImageGrid(
     # 211 = at the position of fig.add_subplot(211)
     fig, 211, nrows_ncols=(1, 3), axes_pad=0.05, label_mode="1", share_all=True,
@@ -60,7 +60,7 @@ def add_inner_title(ax, title, loc, **kwargs):
 for ax, z in zip(grid2, ZS):
     im = ax.imshow(z, clim=clim, origin="lower", extent=extent)
 
-# With cbar_mode="single", cax attribute of all axes are identical.
+# With cbar_mode="single", cax attribute of all Axes are identical.
 ax.cax.colorbar(im)
 
 for ax, im_title in zip(grid2, ["(a)", "(b)", "(c)"]):

galleries/examples/axes_grid1/demo_axes_hbox_divider.py

@@ -5,7 +5,7 @@
 
 Using an `.HBoxDivider` to arrange subplots.
 
-Note that both axes' location are adjusted so that they have
+Note that both Axes' location are adjusted so that they have
 equal heights while maintaining their aspect ratios.
 
 """
@@ -36,7 +36,7 @@
 # %%
 # Using a `.VBoxDivider` to arrange subplots.
 #
-# Note that both axes' location are adjusted so that they have
+# Note that both Axes' location are adjusted so that they have
 # equal widths while maintaining their aspect ratios.
 
 fig, (ax1, ax2) = plt.subplots(2, 1)

galleries/examples/axes_grid1/demo_colorbar_of_inset_axes.py

@@ -1,6 +1,6 @@
 """
 ===============================
-Adding a colorbar to inset axes
+Adding a colorbar to inset Axes
 ===============================
 """
 

galleries/examples/axes_grid1/demo_colorbar_with_axes_divider.py

@@ -5,14 +5,14 @@
 Colorbar with AxesDivider
 =========================
 
-The `.axes_divider.make_axes_locatable` function takes an existing axes, adds
+The `.axes_divider.make_axes_locatable` function takes an existing Axes, adds
 it to a new `.AxesDivider` and returns the `.AxesDivider`.  The `.append_axes`
-method of the `.AxesDivider` can then be used to create a new axes on a given
-side ("top", "right", "bottom", or "left") of the original axes. This example
-uses `.append_axes` to add colorbars next to axes.
+method of the `.AxesDivider` can then be used to create a new Axes on a given
+side ("top", "right", "bottom", or "left") of the original Axes. This example
+uses `.append_axes` to add colorbars next to Axes.
 
-Users should consider simply passing the main axes to the *ax* keyword argument of
-`~.Figure.colorbar` instead of creating a locatable axes manually like this.
+Users should consider simply passing the main Axes to the *ax* keyword argument of
+`~.Figure.colorbar` instead of creating a locatable Axes manually like this.
 See :ref:`colorbar_placement`.
 """
 

galleries/examples/axes_grid1/demo_colorbar_with_inset_locator.py

@@ -8,7 +8,7 @@
 This example shows how to control the position, height, and width of colorbars
 using `~mpl_toolkits.axes_grid1.inset_locator.inset_axes`.
 
-Inset axes placement is controlled as for legends: either by providing a *loc*
+Inset Axes placement is controlled as for legends: either by providing a *loc*
 option ("upper right", "best", ...), or by providing a locator with respect to
 the parent bbox.  Parameters such as *bbox_to_anchor* and *borderpad* likewise
 work in the same way, and are also demonstrated here.

galleries/examples/axes_grid1/demo_edge_colorbar.py

@@ -44,7 +44,7 @@ def demo_bottom_cbar(fig):
     for cax in grid.cbar_axes:
         cax.axis[cax.orientation].set_label("Bar")
 
-    # This affects all axes as share_all = True.
+    # This affects all Axes as share_all = True.
     grid.axes_llc.set_xticks([-2, 0, 2])
     grid.axes_llc.set_yticks([-2, 0, 2])
 
@@ -73,7 +73,7 @@ def demo_right_cbar(fig):
     for cax in grid.cbar_axes:
         cax.axis[cax.orientation].set_label('Foo')
 
-    # This affects all axes because we set share_all = True.
+    # This affects all Axes because we set share_all = True.
     grid.axes_llc.set_xticks([-2, 0, 2])
     grid.axes_llc.set_yticks([-2, 0, 2])
 

galleries/examples/axes_grid1/demo_fixed_size_axes.py

@@ -16,7 +16,7 @@
 
 fig = plt.figure(figsize=(6, 6))
 
-# The first items are for padding and the second items are for the axes.
+# The first items are for padding and the second items are for the Axes.
 # sizes are in inch.
 h = [Size.Fixed(1.0), Size.Fixed(4.5)]
 v = [Size.Fixed(0.7), Size.Fixed(5.)]
@@ -35,7 +35,7 @@
 fig = plt.figure(figsize=(6, 6))
 
 # The first & third items are for padding and the second items are for the
-# axes. Sizes are in inches.
+# Axes. Sizes are in inches.
 h = [Size.Fixed(1.0), Size.Scaled(1.), Size.Fixed(.2)]
 v = [Size.Fixed(0.7), Size.Scaled(1.), Size.Fixed(.5)]
 

galleries/examples/axes_grid1/inset_locator_demo.py

@@ -7,7 +7,7 @@
 
 # %%
 # The `.inset_locator`'s `~.inset_locator.inset_axes` allows
-# easily placing insets in the corners of the axes by specifying a width and
+# easily placing insets in the corners of the Axes by specifying a width and
 # height and optionally a location (loc) that accepts locations as codes,
 # similar to `~matplotlib.axes.Axes.legend`.
 # By default, the inset is offset by some points from the axes,
@@ -23,17 +23,17 @@
 # at the default upper right location
 axins = inset_axes(ax, width=1.3, height=0.9)
 
-# Create inset of width 30% and height 40% of the parent axes' bounding box
+# Create inset of width 30% and height 40% of the parent Axes' bounding box
 # at the lower left corner (loc=3)
 axins2 = inset_axes(ax, width="30%", height="40%", loc=3)
 
 # Create inset of mixed specifications in the second subplot;
-# width is 30% of parent axes' bounding box and
+# width is 30% of parent Axes' bounding box and
 # height is 1 inch at the upper left corner (loc=2)
 axins3 = inset_axes(ax2, width="30%", height=1., loc=2)
 
 # Create an inset in the lower right corner (loc=4) with borderpad=1, i.e.
-# 10 points padding (as 10pt is the default fontsize) to the parent axes
+# 10 points padding (as 10pt is the default fontsize) to the parent Axes
 axins4 = inset_axes(ax2, width="20%", height="20%", loc=4, borderpad=1)
 
 # Turn ticklabels of insets off
@@ -54,9 +54,9 @@
 fig = plt.figure(figsize=[5.5, 2.8])
 ax = fig.add_subplot(121)
 
-# We use the axes transform as bbox_transform. Therefore, the bounding box
+# We use the Axes transform as bbox_transform. Therefore, the bounding box
 # needs to be specified in axes coordinates ((0, 0) is the lower left corner
-# of the axes, (1, 1) is the upper right corner).
+# of the Axes, (1, 1) is the upper right corner).
 # The bounding box (.2, .4, .6, .5) starts at (.2, .4) and ranges to (.8, .9)
 # in those coordinates.
 # Inside this bounding box an inset of half the bounding box' width and
@@ -78,7 +78,7 @@
 
 
 # Note how the two following insets are created at the same positions, one by
-# use of the default parent axes' bbox and the other via a bbox in axes
+# use of the default parent Axes' bbox and the other via a bbox in Axes
 # coordinates and the respective transform.
 ax2 = fig.add_subplot(222)
 axins2 = inset_axes(ax2, width="30%", height="50%")
@@ -101,16 +101,16 @@
 
 
 # %%
-# In the above the axes transform together with 4-tuple bounding boxes has been
-# used as it mostly is useful to specify an inset relative to the axes it is
+# In the above the Axes transform together with 4-tuple bounding boxes has been
+# used as it mostly is useful to specify an inset relative to the Axes it is
 # an inset to. However, other use cases are equally possible. The following
 # example examines some of those.
 #
 
 fig = plt.figure(figsize=[5.5, 2.8])
 ax = fig.add_subplot(131)
 
-# Create an inset outside the axes
+# Create an inset outside the Axes
 axins = inset_axes(ax, width="100%", height="100%",
                    bbox_to_anchor=(1.05, .6, .5, .4),
                    bbox_transform=ax.transAxes, loc=2, borderpad=0)
@@ -134,7 +134,7 @@
                     bbox_transform=ax2.transData, loc=2, borderpad=0)
 
 # Create an inset horizontally centered in figure coordinates and vertically
-# bound to line up with the axes.
+# bound to line up with the Axes.
 from matplotlib.transforms import blended_transform_factory  # noqa
 
 transform = blended_transform_factory(fig.transFigure, ax2.transAxes)

galleries/examples/axes_grid1/inset_locator_demo2.py

@@ -26,7 +26,7 @@
 ax.set_aspect(1)
 
 axins = zoomed_inset_axes(ax, zoom=0.5, loc='upper right')
-# fix the number of ticks on the inset axes
+# fix the number of ticks on the inset Axes
 axins.yaxis.get_major_locator().set_params(nbins=7)
 axins.xaxis.get_major_locator().set_params(nbins=7)
 axins.tick_params(labelleft=False, labelbottom=False)
@@ -61,13 +61,13 @@ def add_sizebar(ax, size):
 x1, x2, y1, y2 = -1.5, -0.9, -2.5, -1.9
 axins2.set_xlim(x1, x2)
 axins2.set_ylim(y1, y2)
-# fix the number of ticks on the inset axes
+# fix the number of ticks on the inset Axes
 axins2.yaxis.get_major_locator().set_params(nbins=7)
 axins2.xaxis.get_major_locator().set_params(nbins=7)
 axins2.tick_params(labelleft=False, labelbottom=False)
 
-# draw a bbox of the region of the inset axes in the parent axes and
-# connecting lines between the bbox and the inset axes area
+# draw a bbox of the region of the inset Axes in the parent Axes and
+# connecting lines between the bbox and the inset Axes area
 mark_inset(ax2, axins2, loc1=2, loc2=4, fc="none", ec="0.5")
 
 plt.show()

galleries/examples/axes_grid1/scatter_hist_locatable_axes.py

@@ -6,12 +6,12 @@
 Show the marginal distributions of a scatter plot as histograms at the sides of
 the plot.
 
-For a nice alignment of the main axes with the marginals, the axes positions
+For a nice alignment of the main Axes with the marginals, the Axes positions
 are defined by a ``Divider``, produced via `.make_axes_locatable`.  Note that
-the ``Divider`` API allows setting axes sizes and pads in inches, which is its
+the ``Divider`` API allows setting Axes sizes and pads in inches, which is its
 main feature.
 
-If one wants to set axes sizes and pads relative to the main Figure, see the
+If one wants to set Axes sizes and pads relative to the main Figure, see the
 :doc:`/gallery/lines_bars_and_markers/scatter_hist` example.
 """
 
@@ -33,10 +33,10 @@
 # the scatter plot:
 ax.scatter(x, y)
 
-# Set aspect of the main axes.
+# Set aspect of the main Axes.
 ax.set_aspect(1.)
 
-# create new axes on the right and on the top of the current axes
+# create new Axes on the right and on the top of the current Axes
 divider = make_axes_locatable(ax)
 # below height and pad are in inches
 ax_histx = divider.append_axes("top", 1.2, pad=0.1, sharex=ax)

galleries/examples/axes_grid1/simple_axes_divider1.py

@@ -20,7 +20,7 @@ def label_axes(ax, text):
 
 
 # %%
-# Fixed axes sizes; fixed paddings.
+# Fixed Axes sizes; fixed paddings.
 
 fig = plt.figure(figsize=(6, 6))
 fig.suptitle("Fixed axes sizes, fixed paddings")
@@ -30,7 +30,7 @@ def label_axes(ax, text):
 vert = [Size.Fixed(1.5), Size.Fixed(.5), Size.Fixed(1.)]
 
 rect = (0.1, 0.1, 0.8, 0.8)
-# Divide the axes rectangle into a grid with sizes specified by horiz * vert.
+# Divide the Axes rectangle into a grid with sizes specified by horiz * vert.
 div = Divider(fig, rect, horiz, vert, aspect=False)
 
 # The rect parameter will actually be ignored and overridden by axes_locator.
@@ -53,7 +53,7 @@ def label_axes(ax, text):
 vert = [Size.Scaled(1.), Size.Fixed(.5), Size.Scaled(1.5)]
 
 rect = (0.1, 0.1, 0.8, 0.8)
-# Divide the axes rectangle into a grid with sizes specified by horiz * vert.
+# Divide the Axes rectangle into a grid with sizes specified by horiz * vert.
 div = Divider(fig, rect, horiz, vert, aspect=False)
 
 # The rect parameter will actually be ignored and overridden by axes_locator.

galleries/examples/axes_grid1/simple_axes_divider3.py

@@ -21,7 +21,7 @@
 horiz = [Size.AxesX(ax[0]), Size.Fixed(.5), Size.AxesX(ax[1])]
 vert = [Size.AxesY(ax[0]), Size.Fixed(.5), Size.AxesY(ax[2])]
 
-# divide the axes rectangle into grid whose size is specified by horiz * vert
+# divide the Axes rectangle into grid whose size is specified by horiz * vert
 divider = Divider(fig, rect, horiz, vert, aspect=False)
 
 

galleries/examples/axes_grid1/simple_axesgrid.py

@@ -18,8 +18,8 @@
 
 fig = plt.figure(figsize=(4., 4.))
 grid = ImageGrid(fig, 111,  # similar to subplot(111)
-                 nrows_ncols=(2, 2),  # creates 2x2 grid of axes
-                 axes_pad=0.1,  # pad between axes in inch.
+                 nrows_ncols=(2, 2),  # creates 2x2 grid of Axes
+                 axes_pad=0.1,  # pad between Axes in inch.
                  )
 
 for ax, im in zip(grid, [im1, im2, im3, im4]):

galleries/examples/axisartist/demo_axisline_style.py

@@ -5,7 +5,7 @@
 
 This example shows some configurations for axis style.
 
-Note: The `mpl_toolkits.axisartist` axes classes may be confusing for new
+Note: The `mpl_toolkits.axisartist` Axes classes may be confusing for new
 users. If the only aim is to obtain arrow heads at the ends of the axes,
 rather check out the :doc:`/gallery/spines/centered_spines_with_arrows`
 example.