Hi Hadley. I changed "If you map the fill aesthetic to a third variable" to "If you map the fill aesthetic to another variable". I could be wrong but i believe this was a typo.
Hi Hadwick. Thanks for putting this book together. I don't believe these a data frame called carrier and the example here is joining flights2 and airlines by the key carrier.