Lyrics Analyzer

• NLP

  • Download any set of lyrics/discography from one artist (Kanye: https://www.kaggle.com/slickwilly/kanye-west-discography)
  • EDA
    • Create a list of questions to answer?
      • What are the most used words? Themes?
      • Artists favourite car? Designer brand? Food?
      • Number of unique words? Vocabulary?
      • Similies? Like/as usage
      • Length? Number of words in the track? Normalize over time? (words/min)?
  • Predict and validate
    • Create a song?
    • Predict what theme is based off verses/choruses?

• Application

  • Made a web(?) app to retrieve artist data in real time
  • Store data/lyrics
  • Either web scrape or rate limit on genius api (Python https://github.com/johnwmillr/LyricsGenius Generalhttps://docs.genius.com/)

References: General Sentiment Analysis https://medium.com/@kellylougheed/coding-english-lit-natural-language-processing-in-python-ba8ebae4dde3 Sentiment Analysis for Lyrics https://kvsingh.github.io/lyrics-sentiment-analysis.html