diff --git a/examples/plot_interactive_arxiv_ml.py b/examples/plot_interactive_arxiv_ml.py
index 07b1e33..d86de3c 100644
--- a/examples/plot_interactive_arxiv_ml.py
+++ b/examples/plot_interactive_arxiv_ml.py
@@ -3,6 +3,9 @@
 --------------------
 
 Demonstrating interactive plotting with the ArXiv ML data map.
+
+For a full size version see
+[https://lmcinnes.github.io/datamapplot_examples/ArXiv_data_map_example.html](https://lmcinnes.github.io/datamapplot_examples/ArXiv_data_map_example.html)
 """
 
 import numpy as np