Python Social Network of Movie Stars on IMDB

It's a social network analysis for stars and directors on IMDB website. I am curious about if there’s a social network in the movie world. Thus, I want to do the analysis with real data online. I chose the movie and link data inside data below for analysis: https://grouplens.org/datasets/movielens/20m/

There are two data for my analysis.

1. Web Scraping

In this part, I would show how I select action movies and do web scraping of action movies on IMDB website.

2. Social Network of Stars and Directors in Action Movies

For the second part, I will show you the way I do preprocessing for the data I've scraped online. Then, I would show the visualization of social network and the clustering of social network.

Comparing results with different degrees

One of Network Result of stars with details

If you want to see the result of my analysis, here is the link 🔽

https://drive.google.com/open?id=1u9afC8qKfKhBgOp9t7k3qUu2lgZH9xsYEQM5pdg2Ff8