A scientific analysis of the sentiment of popular music lyrics from the 1950s to 2016 showed that the expression of anger and sadness in popular music has increased gradually over time, while the expression of joy has declined.
https://www.sciencedaily.com/releases/2019/01/190124124737.htm
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