pop_music

Study of music: linguistic vs emotional balance

Tasks:

Merge songs with artists
Artist features, e.g. gender, year of formation, etc?
Multiple approaches to lyrics, esp. linguistic + emotion
- LIWC (done)
- NRC
- Transformer-based models
PCA: suggest two-stage model: one to look at variable loadings, then one to explore final version + explained variance

Phrase in lyrics: ******* this lyrics is not for commercial use ******* (1409624953635)"

Name		Name	Last commit message	Last commit date
Latest commit History 42 Commits
code		code
counter_factual		counter_factual
data		data
figures		figures
old_misc		old_misc
.gitignore		.gitignore
Lit Review.pdf		Lit Review.pdf
README.md		README.md
factors_draft.ipynb		factors_draft.ipynb
factors_draft_parada.ipynb		factors_draft_parada.ipynb
filtered_scores.csv		filtered_scores.csv
songs.csv		songs.csv
songs_liwc.csv		songs_liwc.csv
spotify_songs.csv		spotify_songs.csv
storyseeker_demo.ipynb		storyseeker_demo.ipynb