Based on a dataset of 414 songs, I analyzed recurring vocabulary and thematic patterns in $uicideboy$ lyrics. The visuals highlight both general lexical trends and six major thematic fields: death, drugs, violence, body, city, and religion. Common stop words were removed, with fuck and bitch treated as stop-word-like terms because of their extreme frequency. Rankings are based on both raw occurrences and how widely a term appears across songs, to reduce the effect of isolated repetitions.
Built with Python using requests, BeautifulSoup, and matplotlib.
by Yiffycupcake