- Data Retrieval w/ Python
- Scrapping Spotify's Database using Spotipy library
- Scrapping Genius's lyrics Database using LyricsGenius library
- Lyrics Entropy Analysis w/ R
- Univariate and Multivariate analysis through plotting
- Gradient Boosted Machine using lyrics entropy as a very important feature
- Artist-level PCA analysis to find commonalities in succesful acts
- Final Written Report
- Discussions of lyrics preprocessing
- Discussion of visualizations
- Results, conclussions and recommendations for music industry
