diff --git a/data-transform.qmd b/data-transform.qmd
index 3011f0e..5e63ece 100644
--- a/data-transform.qmd
+++ b/data-transform.qmd
@@ -513,7 +513,7 @@ arrange(flights3, desc(speed))
 
 While both forms have their time and place, the pipe generally produces data analysis code that is easier to write and read.
 
-To add the pipe to your code, we recommend using the build-in keyboard shortcut Ctrl/Cmd + Shift + M.
+To add the pipe to your code, we recommend using the built-in keyboard shortcut Ctrl/Cmd + Shift + M.
 You'll need to make one change to your RStudio options to use `|>` instead of `%>%` as shown in @fig-pipe-options; more on `%>%` shortly.
 
 ```{r}