I started with a very simple visualization of the words in the scripts to get an idea of some of the major themes in each film. The following word clouds represent the most commonly used adjectives in each movie. The more times the word appears in the script the larger the font is. In summary, these adjective clouds represent the average adjective sentiment across the whole film.
This word cloud shows a high incidence of the word smile. This could be due to all of the manipulation of Chris in the start of the film. Rose tricks Chris into thinking that she loves him. After she lures him to her family to be taken to the "sunken" place her true motives are revealed. The rest of the words including "dead", "hate", "shout", "scared", "blood" reveal the evil instincts of the Armitage family.
The words "power", "good", and "evil" are the words with the highest incidence. This is interesting because both are conflicting types of power. Good is slightly larger than evil keeping of the classic hollywood trope that "good" always conquers "evil."
"Open" is one of the highest ranked words in Frankenstein. Probably due to all of Dr. Frankensteins procedures where he defiles humans and treats their body as experiments. "Lies" is the second highest ranked word which could be because Frankenstein lies about his true motivations. The other high incidence words are all extremely violent. The include "breaks", "slams", "death." These words are representative of the devolution of the creature and the doctor.
Throughout the movie we see Guido creating a fun made-up world for his son in order to keep his son away from the horrors of reality. The world the father creates is represented in this word cloud through the high incidence of "simple", and "game."However, parts of the true reality peak out with the words "crying" and "die."