aka - what's the relationship between the audio features of a song and how positive or negative its lyrics are?

aka - data analysis of my spotify music data + sentiment analysis + supervised machine learning

aka - my senior thesis

the full jupyter notebook used to conduct this data analysis can be found on my github here: Spotify Data Analysis

(pg. 32 and onward is just the full python jupyter notebook in the appendix.)