diff --git a/_episodes_rmd/05-data-structures-part2.Rmd b/_episodes_rmd/05-data-structures-part2.Rmd
index 435472076..5c7848d5e 100755
--- a/_episodes_rmd/05-data-structures-part2.Rmd
+++ b/_episodes_rmd/05-data-structures-part2.Rmd
@@ -351,7 +351,7 @@ head(gapminder)
 > > 
 > > What about a few arbitrary rows just for sanity (or insanity depending on your view)?
 > > ## Tip: There are several ways to achieve this.
-> > The solution here presents one form using nested functions. i.e. a function passed as an argument to another function. This might sound like a new concept but you are already using it in fact.
+> > The solution here presents one form of using nested functions, i.e. a function passed as an argument to another function. This might sound like a new concept, but you are already using it!
 > > Remember my_dataframe[rows, cols] will print to screen your data frame with the number of rows and columns you asked for (although you might have asked for a range or named columns for example). How would you get the last row if you don't know how many rows your data frame has? R has a function for this. What about getting a (pseudorandom) sample? R also has a function for this.
 > > ~~~
 > > gapminder[sample(nrow(gapminder), 5), ]