Collect data for the tv shows on twitter such as the followers. Then using various machine learning algorithms and NLP concepts, create a recommendation system based on the similarities bewteen the followers(depend on the shows they follow) and similarities between the shows(genre, ratings etc)
Then create data visualization to see graphs etc. In the end create a web app for the users to see their recommendations.
Project idea can be flexible and discussed too.
Please read the project first and write the word "Understood". Also write your steps and suggestions to complete the project with a short description of what you understood.