How to I get access to Facebook Graph API as a student ?

I want to make an app that will take my liked movies and recommend similar ones, I don't plan on publishing that app on App Store but I can't use some endpoints since I need Individual/Business verification, also Facebook is asking for demo video yet I can't do anything since I can't get any data and I don't know what kind of data will I be able to get.. So Is there a way for students to get access to Graph API (user_likes, user_videos) .. it's also weird that I can get me/music yet I can't get me/movies

Asked last Sunday