Star Wars 4,5,6
Anirban Shaw
January 31, 2019
Primary characters in all the 3 episodes combined. Han, Luke and Threepio are the top 3 characters who have most dialogues. Ben Leia and Vader are the 3 other character who have spoken the most.
The word Luke is spoken the most number of times. Since this is a proper noun, it can be deduced that Luke has connections with multiple characters who call his name many time. Artoo and Chewie also seems to have been called quite a number of times.
- Here we see who says what the most number of times. Ben says Luke more than any other words. This hints that Ben and Luke were close and had many interactions between them. Since Ben says Luke more than any other names, the only strong link he has with another character in the movies is Luke.
- Han says Chewie the most meaning Chewie and Han are very close and has had multiple interactions.
- Lando is not close to any particular character and has equal weightage to Han and Vader. We can deduce that he has less presence in the movies and is not close to anyone in particular.
- Leia says Luke the most indicating strong connection between them.
- Only Ben, Yoda and Vader says “jedi” or “force” indicating they are all jedis and use the force
- Threepio and Artoo are very close as well
- Sentiments through the episodes. 4th episode is mostly negative with small bouts of positivity. We see extreme negativity after 1/3rd of the 4th episode. If you’ve seen Star Wars, its around when Alderaan was destroyed.
- In the 5th episode we see less of negativity. There are more frequent and stronger bouts of positivity indicating a win for the good side of the movie.
- In the 6th episode, towards the end we see a long negative because of the war and it ends with positive where they finally won the war.
- We see the sentiments of the top 8 characters through the movies.
- Yoda has no presence in episode 4. In episode 5 and 6 we see Yoda has become more positive.
- Luke starts off with high negetive but improves in episode 5 but becomes negative again in the 6th episode.
- We can see Vader’s progression from being high negative to becoming more positive with episode 5 and 6.
- Han and Ben both start off with high negative words in episode 4 but improve in the next 2 episodes
Emotions in episode 4, 5 & 6
Emotions by character. Han ranks high on anticipation and joy. Luke is high on sadness.
Emotions of Luke in episode 4, 5 & 6. Trust takes dominance in episode 6. Negative takes dominance in episode 4.
Emotions of Han in episode 4, 5 & 6
Emotions of Leia in episode 4, 5 & 6. She is very positive in episode6. Trust stands out in episode 5.
Emotions of Ben in episode 4, 5 & 6. He is high on trust and positivity in episode 6.
Emotions of Yoda in episode 4, 5 & 6
Emotions of Vader in episode 4, 5 & 6
Term frequency vs rank. In the initial part the 3 movies differ in word usage but in the later stages all the 3 movies use similar speech.
Most important aspects of each character. Ben and force has strength as Ben is a jedi. Han and Chewie are connected. Luke and Ben are also connected. Leia is connected to Luke.
Most important aspects of each episode
Bigrams by episode
Most frequest bigrams by character. Ben and Obi Wan stands out.
Most important bigrams for each character
Word relations from combined movies episodes 4, 5 & 6
Word relations from Star Wars episode 4
Word relations from Star Wars episode 5
Word relations from Star Wars episode 6
