diff --git a/creating-overview.Rmd b/creating-overview.Rmd
index 9b94f50..3776130 100644
--- a/creating-overview.Rmd
+++ b/creating-overview.Rmd
@@ -130,7 +130,7 @@ diamonds %>%
 knitr::include_graphics("images/intro-dplyr.png")
 ```
 
-Before using multiple `add_*()` in a single plot, make sure that you actually want to show those layers of information on the same set of axes. If it makes sense to display the information on the same axes, consider making multiple **plotly** objects and combining them into as grid-like layout using `subplot()`, as described in Chapter \@ref(arranging-views). Also, when using **dplyr** verbs to modify the `data` underlying the **plotly** object, you can use the `plotly_data()` function to obtain the data at any point in time, which is primarily useful for debugging purposes (i.e., inspecting the data of a particular graphical layer).
+Before using multiple `add_*()` in a single plot, make sure that you actually want to show those layers of information on the same set of axes. If it does not make sense to display the information on the same axes, consider making multiple **plotly** objects and combining them into a grid-like layout using `subplot()`, as described in Chapter \@ref(arranging-views). Also, when using **dplyr** verbs to modify the `data` underlying the **plotly** object, you can use the `plotly_data()` function to obtain the data at any point in time, which is primarily useful for debugging purposes (i.e., inspecting the data of a particular graphical layer).
 
 \indexc{plotly\_data()}