diff --git a/src/scores/categorical/contingency_impl.py b/src/scores/categorical/contingency_impl.py
index 2276032d..1ba9a9f8 100644
--- a/src/scores/categorical/contingency_impl.py
+++ b/src/scores/categorical/contingency_impl.py
@@ -91,6 +91,9 @@ def __str__(self):
         tablerepr = repr(table)
         final = "\n".join([heading, tablerepr])
         return final
+    
+    def _repr_html(self):
+        return '<td>%s</td><td></td>' % (self.format_table())
 
     def get_counts(self) -> dict:
         """