diff --git a/intro.qmd b/intro.qmd
index 0c97b48..076a720 100644
--- a/intro.qmd
+++ b/intro.qmd
@@ -199,7 +199,7 @@ In other words, the complement to the tidyverse is not the messyverse but many o
 As you tackle more data science projects with R, you'll learn new packages and new ways of thinking about data.
 
 We'll use many packages from outside the tidyverse in this book.
-For example, we use the following packages to that provide interesting data sets:
+For example, we'll use the following packages because they provide interesting data sets for us to work with in the process of learning R:
 
 ```{r}
 #| eval: false