I recently came across a blog post which analyzed a collection of popular children's books and clustered them thematically. I felt this use case presented an opportunity to perform a similar analysis using popular films. IMDB implements a keyword matching to identify plot points in films and has a user-based ranking system where visitors can rate films on a 1-10 scale. This provides a great opportunity to plot similarities based on genres and plot points, and then see whic