Below is an analysis of Taylor Swift lyrics, using different sentiment libraries. First, here is count of tokens per album.
Below is the bing sentiment analysis of Taylor Swifts albums. An interesting trend is that when she releases Taylors Versions, she tries to balance positive and negative sentiment compared to the original album.
Below is is broadly, as the amount of songs increases, the biases of removing context in bag of words is minimized. As evident by 1989, which has the song, “Shake it Off.”
