Predicting A Song’s Commercial Success Based on Lyrics and Other Metrics

  • Angela Xue
  • Published 2014


Given quantifiable metrics from a song, such as lyrics, genre, and tempo, we wanted to predict its commercial success. We used a pre-defined and pre-existing rating system (specifically, an aggregate attribute in the data called ”hotttness”) as a proxy for determining popularity and success. Our system takes as an input a subset of songs drawn from the… (More)


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