I co-wrote this analysis with Laure Belotti to identify the difference between movie scripts for chick flicks and action movies using sentiment analysis, among other stuff. Rather than creating a blog post, we made a freestanding webpage because I wanted to play around w/ bootstrap and make it pretty and stuff.
Anyway, the analysis is here: https://amitkohli.com/movieSentiments/index.html
Leave comments below!