Skip to content

imanisima/predictive-lyrical-analysis

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

3 Commits
 
 

Repository files navigation

Lyric Analysis with NLP & Machine Learning with R

The purpose of this project is to explore predictive lyrics to find the hidden meaning behind lyrics and its influence. In this case, we will be evaluating the works of Prince.

Goal

The overall goal is to gauge lyric intelligence. Studies have shown that the words in lyrics have become more simplified resulting in the decline in lyrical intelligence.

Questions

  1. What are the themes in music that appeal to society?
  2. Can we predict whether a song will do well based solely on lyrical analysis?
  3. How intelligent is Prince's music?

Methods

  • Text Mining
  • NLP
  • Machine Learning