xke-apres-ski

This repos was used to create and support a Xebia Knowledge Exchange session.

I've used the following to create an Apres Ski story around music data:

• Spotify & Lyrics Genius data
• seaborn & plotly visualization
• Spacy (Python) and R NLP tools to create comparison word clouds
• Custom code to make things nicer to present

Possible Next Steps:

• Clean up this repository

  • Create separate python files for written functions
  • Add pre-commit stuff
  • Do some nice linting
  • Add tests
  • Add documentation

• Improve Word Cloud code

  • Replace R script with self-written Python
  • Decide what should be the metric determining the size of each word

• Improve Data Extraction

  • Turn into python scripts
  • Add retry functionality for lyrics
    1. As is
    2. Only the first artist
    3. Clean up song name
  • Write lyrics to separate files