diff --git a/galleries/examples/event_handling/hover_event_demo.py b/galleries/examples/event_handling/hover_event_demo.py
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+"""
+================
+Hover event demo
+================
+
+.. note::
+    Data tooltips are currently only supported for the TkAgg backend.
+
+You can enable hovering by setting the "hover" property of an artist.
+Hovering adds a tooltip to the bottom right corner
+of the figure canvas, which is displayed when the mouse pointer hovers over the
+artist.
+
+The hover behavior depends on the type of the argument passed to the
+``set_hover`` method:
+
+* *None* - hovering is disabled for this artist (default)
+
+* list of string literals - hovering is enabled, and hovering over a point
+  displays the corresponding string literal.
+
+* function - if hover is callable, it is a user supplied function which
+  takes a ``mouseevent`` object (see below), and returns a tuple of transformed
+  coordinates
+
+After you have enabled an artist for picking by setting the "hover"
+property, you need to connect to the figure canvas hover_event to get
+hover callbacks on mouse over events.  For example, ::
+
+  def hover_handler(event):
+      mouseevent = event.mouseevent
+      artist = event.artist
+      # now do something with this...
+
+
+The hover event (matplotlib.backend_bases.HoverEvent) which is passed to
+your callback is always fired with two attributes:
+
+mouseevent
+  the mouse event that generate the hover event.
+
+  The mouse event in turn has attributes like x and y (the coordinates in
+  display space, such as pixels from left, bottom) and xdata, ydata (the
+  coords in data space).  Additionally, you can get information about
+  which buttons were pressed, which keys were pressed, which Axes
+  the mouse is over, etc.  See matplotlib.backend_bases.MouseEvent
+  for details.
+
+artist
+  the matplotlib.artist that generated the hover event.
+
+You can set the ``hover`` property of an artist by supplying a ``hover``
+argument to ``Axes.plot()``
+
+The examples below illustrate the different ways to use the ``hover`` property.
+
+.. note::
+    These examples exercises the interactive capabilities of Matplotlib, and
+    this will not appear in the static documentation. Please run this code on
+    your machine to see the interactivity.
+
+    You can copy and paste individual parts, or download the entire example
+    using the link at the bottom of the page.
+"""
+# %%
+# Hover with string literal labels
+# --------------------------------
+import matplotlib.pyplot as plt
+from numpy.random import rand
+
+fig, ax = plt.subplots()
+plt.ylabel('some numbers')
+
+ax.plot(rand(3), 'o', hover=['London', 'Paris', 'Barcelona'])
+plt.show()
+
+# %%
+# Hover with a callable transformation function
+# ---------------------------------------------
+fig, ax = plt.subplots()
+plt.ylabel('some numbers')
+
+
+def user_defined_function(event):
+    return round(event.xdata * 10, 1), round(event.ydata + 3, 3)
+
+ax.plot(rand(100), 'o', hover=user_defined_function)
+plt.show()