diff --git a/python/hover-text-and-formatting.md b/python/hover-text-and-formatting.md
index fc5572750..89dabec81 100644
--- a/python/hover-text-and-formatting.md
+++ b/python/hover-text-and-formatting.md
@@ -177,7 +177,7 @@ for continent_name, continent in continent_data.items():
         x=continent['gdpPercap'],
         y=continent['lifeExp'],
         name=continent_name,
-        text=df_2007['continent'],
+        text=continent['continent'],  
         hovertemplate=
         "<b>%{text}</b><br><br>" +
         "GDP per Capita: %{y:$,.0f}<br>" +