Intro Word clouds are an interesting way to visualize the frequency of words in a data set. As with anything, there are multiple ways to create a word cloud in R. The approach I find easiest uses the the “tm” package, which helps to clean up the data by removing special characters, punctuation, etc. Then “wordcloud2” package is used to display the most common words visually in the form of a word cloud.