diff --git a/examples/axes_grid1/demo_colorbar_with_axes_divider.py b/examples/axes_grid1/demo_colorbar_with_axes_divider.py
index 1760be62ef22..fe808c081e0c 100644
--- a/examples/axes_grid1/demo_colorbar_with_axes_divider.py
+++ b/examples/axes_grid1/demo_colorbar_with_axes_divider.py
@@ -3,6 +3,12 @@
 Demo Colorbar with Axes Divider
 ===============================
 
+The make_axes_locatable function (part of the axes_divider module) takes an
+existing axes, creates a divider for it and returns an instance of the
+AxesLocator class. The append_axes method of this AxesLocator 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 Axes Divider to add colorbars next to
+axes.
 """
 
 import matplotlib.pyplot as plt
@@ -14,13 +20,17 @@
 
 im1 = ax1.imshow([[1, 2], [3, 4]])
 ax1_divider = make_axes_locatable(ax1)
+# add an axes to the right of the main axes.
 cax1 = ax1_divider.append_axes("right", size="7%", pad="2%")
 cb1 = colorbar(im1, cax=cax1)
 
 im2 = ax2.imshow([[1, 2], [3, 4]])
 ax2_divider = make_axes_locatable(ax2)
+# add an axes above the main axes.
 cax2 = ax2_divider.append_axes("top", size="7%", pad="2%")
 cb2 = colorbar(im2, cax=cax2, orientation="horizontal")
+# change tick position to top. Tick position defaults to bottom and overlaps
+# the image.
 cax2.xaxis.set_ticks_position("top")
 
 plt.show()