diff --git a/doc/source/user_guide/visualization.rst b/doc/source/user_guide/visualization.rst
index d6426fe8bed2d..5ce2f7ca599a7 100644
--- a/doc/source/user_guide/visualization.rst
+++ b/doc/source/user_guide/visualization.rst
@@ -6,6 +6,11 @@
 Chart visualization
 *******************
 
+
+.. note::
+
+   The examples below assume that you're using `Jupyter <https://jupyter.org/>`_.
+
 This section demonstrates visualization through charting. For information on
 visualization of tabular data please see the section on `Table Visualization <style.ipynb>`_.