diff --git a/data-visualize.qmd b/data-visualize.qmd
index bb1fea6..821b034 100644
--- a/data-visualize.qmd
+++ b/data-visualize.qmd
@@ -854,4 +854,4 @@ You also learned about commonly used plots for visualizing the distribution of a
 We'll use visualizations again and again through out this book, introducing new techniques as we need them as well as do a deeper dive into creating visualizations with ggplot2 in @sec-layers through @sec-exploratory-data-analysis.
 
 With the basics of visualization under your belt, in the next chapter we're going to switch gears a little and give you some practical workflow advice.
-We intersperse workflow advice with data science tools throughout this part of the book because it'll help you stay organize as you write increasing amounts of R code.
+We intersperse workflow advice with data science tools throughout this part of the book because it'll help you stay organized as you write increasing amounts of R code.