Drill music, a form of hip hop known for its gritty lyrics, has been criticised by police for encouraging gang violence, but a new analysis shows that songs with positive lyrics are more popular on YouTube.
Bennett Kleinberg and Paul McFarlane of University College London analysed 550 YouTube videos by 105 London-based drill music artists, using machine learning to investigate how the tone of a song’s lyrics changes.
Every word in each song was captured and given a sentiment score based on its …