Let's continue with the IMDb data and put into practice the ideas from the previous sections. In this section, we will use a few familiar packages, like tidytext, plyr and dplyr, as well as the excellent text2vec by Dimitriy Selivanov, which was released in 2017, and the well-known caret package by Max Kuhn.