So far, you’ve learned the tools to get your data into R, tidy it into a form convenient for analysis, and then understand your data through transformation, and visualisation. However, it doesn’t matter how great your analysis is unless you can explain it to others: you need to communicate your results.

Communication is the theme of the following four chapters:

Unfortunately, these chapters focus mostly on the technical mechanics of communication, not the really hard problems of communicating your thoughts to other humans. However, there are lot of other great books about communication, which we’ll point you to at the end of each chapter.