The Radiohead Project - Sentiment Analysis and Music
- I recently discovered this interesting data set , containing all studio album songs of one of my favorite bands of all time - Radiohead.
- I checked out how the band has progressed over time looking at their 9 studio albums.
- This meant examining hard facts like song durations and temporal profiles of their records.
- However I also analyzed softer dimensions like valence, lyrical density and sadness of the words sung.
- In the end I was able to identify the saddest album of the band based on numbers.
- I also offer two data-driven playlists with the most and least saddness carrying songs of their discography.
Temporal Profiles Of Albums

Determining the Sadness of Songs Using Triangulation

Using A Gloom Index

The Ultimate Radiohead Playlists Based On Numbers