diff --git a/examples/graph_visual_with_html.py b/examples/graph_visual_with_html.py
index 11279b3a..1a3ff144 100644
--- a/examples/graph_visual_with_html.py
+++ b/examples/graph_visual_with_html.py
@@ -11,9 +11,16 @@ net = Network(height="100vh", notebook=True)
 # Convert NetworkX graph to Pyvis network
 net.from_nx(G)
 
-# Add colors to nodes
+# Add colors and title to nodes
 for node in net.nodes:
     node["color"] = "#{:06x}".format(random.randint(0, 0xFFFFFF))
+    if "description" in node:
+        node["title"] = node["description"]
+
+# Add title to edges
+for edge in net.edges:
+    if "description" in edge:
+        edge["title"] = edge["description"]
 
 # Save and display the network
 net.show("knowledge_graph.html")