Exploratory data analysis for Doctor Who using IMDB reviews and scripts
Questions explored:
- How does the rating vary from season to season?
- Where do the stories take place in Doctor WHO? What are some of the popular stages?
- What are the common words characters use in the show?
- Who speak the most? Who are the main characters based on evidence from the data?
- Which characters are the most positive based on their scripts? Which are not
- Which doctors (9 to 12) are more positive or negative?
Data source and learned from: https://www.kaggle.com/jeanmidev/doctor-who/