Another difference between the two parts of the corpus is that, even if movies reviews are generally longer than books reviews, they are less dense.
we noticed that book reviewers are more creative in language expression than movie reviewers, as it is possible to see from the table 4 that shows the ratio between the total number of words (token) and the unique words (types) on the different parts of the corpus divided per type and rating.