diff --git a/joins.qmd b/joins.qmd
index 5c5f507..27c8773 100644
--- a/joins.qmd
+++ b/joins.qmd
@@ -109,7 +109,7 @@ You don't need to understand the whole thing; you just need to understand the ch
 #| fig-cap: >
 #|   Connections between all five data frames in the nycflights13 package.
 #|   Variables making up a primary key are coloured grey, and are connected
-#|   to their correpsonding foreign keys with arrows.
+#|   to their corresponding foreign keys with arrows.
 #| fig-alt: >
 #|   Diagram showing the relationships between airports, planes, flights, 
 #|   weather, and airlines datasets from the nycflights13 package. The faa