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@hexsyro.bsky.socialOct 8, 2026, 8:45 AM

Does popular music get happier or sadder over time? I merged Billboard chart history with Spotify audio features (valence, energy, tempo, danceability) in Python + pandas. Acoustic has the widest year-to-year mood swings.
Code + notebooks: github.com/hexsyro/spot...

#DataScience #Pandas #MusicData

Valence trend chart
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