Notes
https://www.apa.org/monitor/julaug03/violent https://www.psychologytoday.com/us/blog/the-athletes-way/201901/anger-and-sadness-are-the-rise-in-popular-music-lyrics (billboard reference) https://jpms.ucpress.edu/content/30/4/161 (billboard) - scraped from a-z lyrics http://repository.upenn.edu/cgi/viewcontent.cgi?article=1094&context=mapp_capstone https://ieeexplore.ieee.org/document/5197270
Genius extends tidy text analysis Silge https://www.researchgate.net/publication/305219559_tidytext_Text_Mining_and_Analysis_Using_Tidy_Data_Principles_in_R
Used internally in spotifyr Thompson et al
http://oa.upm.es/54212/1/TFG_LUIS_SERRANO_ESQUINAS.pdf
https://pure.tue.nl/ws/portalfiles/portal/136755280/Master_thesis_project_Janissen.pdf
Music 21 is an alternate robust tool. Works only with existing corpora
Genius in the wild Hardwired for tidytext: https://johnmackintosh.com/2018-01-30-hardwired-for-tidy-text/
Christian Music analysis: https://deadset.press/2019/11/02/jesus-is-king-the-numerical-analysis/ tweet that went viral-ish for the above https://twitter.com/deadsetpress/status/1174072168277303296?s=20
Taylor Swift Alcohol: https://www.reddit.com/r/dataisbeautiful/comments/8bi05k/taylor_swifts_newfound_infatuation_with_alcohol_oc/
In Significance Magazine: https://rss.onlinelibrary.wiley.com/doi/abs/10.1111/j.1740-9713.2019.01277.x
Soundtracks of mobile listening: youth’s daily life music listening on mobile phones : https://www.researchgate.net/publication/336848309_Soundtracks_of_mobile_listening_youth's_daily_life_music_listening_on_mobile_phones
Songs perceived as relaxing: Musical features, lyrics, and contributing mechanisms : https://www.researchgate.net/publication/336848388_Songs_perceived_as_relaxing_Musical_features_lyrics_and_contributing_mechanisms
Oma Musa (Personalised music listening strategies to support emotional health in adolescents): https://www.jyu.fi/hytk/fi/laitokset/mutku/en/research/projects2/personalisedmusic
Used in data science education: https://github.com/rstudio-education/datascience-box/blob/eaa59a8855884669846884407a4d5faabc206e9a/slides/u3_d04-tidytext/u3_d04-tidytext.Rmd
song lyrics are used frequently. there is no uniform way of retrieving song lyrics
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