diff --git a/book/features/figures/toolbar.png b/book/features/figures/toolbar.png
new file mode 100644
index 0000000..1960d9c
Binary files /dev/null and b/book/features/figures/toolbar.png differ
diff --git a/book/features/widgets.ipynb b/book/features/widgets.ipynb
index 2d441bb..cf1f593 100644
--- a/book/features/widgets.ipynb
+++ b/book/features/widgets.ipynb
@@ -40,7 +40,24 @@
     "```python\n",
     "input_slider = widgets.FloatSlider(value=0, min=0, max=10, step=1, description='Input variable:') # Defines a widget, more options than just FloatSlider\n",
     "widgets.interact(update_plot, input_variable_from_widget = input_slider);\n",
-    "```\n"
+    "```\n",
+    "\n",
+    "Finally, When using `%matplotlib widget`, there's the following toolbar:\n",
+    "\n",
+    "![](./figures/toolbar.png)\n",
+    "\n",
+    "Which only shows up when you hoover above. If you want to disable the toolbar you can use:\n",
+    "```python\n",
+    "fig = plt.gcf()\n",
+    "fig.canvas.toolbar_visible = False\n",
+    "```\n",
+    "\n",
+    "If you want it to be visible even if you don't hoover above it, use:\n",
+    "\n",
+    "```python\n",
+    "fig = plt.gcf()\n",
+    "fig.canvas.toolbar_visible = True\n",
+    "```"
    ]
   },
   {