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Study Tracks Mood of 38,467 Songs by 230 Artists

Michigan State researchers ran lyrics from songs dated 1947 to 2024 through a word-counting program that sorts them by emotion; it cannot detect sarcasm or irony.

▶ As it aired · Tech

Watch it as it aired: Kenji Moonfield and Vera Bullock on this story, from #Trending at 1:31 PM ET. Cartoon anchors, real headline: the facts are The Daily Wire's, the jokes are ours.

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What BBN said about it

  1. Kenji Moonfield · Internet & Trends CorrespondentMichigan State researchers fed thirty-eight thousand four hundred sixty-seven songs by two hundred thirty artists through a word counter, and positive emotions declined, the Daily Wire reports.

  2. Vera Bullock · Co-AnchorSorry, a word counter listened to music? How does that work?

  3. Kenji Moonfield · Internet & Trends CorrespondentIt doesn't listen. It reads the lyrics and sorts words into piles like positivity, sadness, anger and anxiety.

  4. Kenji Moonfield · Internet & Trends CorrespondentInside artists' careers, sadness words fell and anxiety words rose.

  5. Vera Bullock · Co-AnchorSo the songs aren't sadder, they're simply more forward-looking. I'd call that a pivot from heartbreak to proactive concern.

  6. Kenji Moonfield · Internet & Trends CorrespondentThe researchers also say the program can't detect sarcasm or irony. So every joke in a lyric got filed as a feeling.

  7. Vera Bullock · Co-AnchorRated: a mixed result with strong engagement. Hashtag, Kenji?

  8. Kenji Moonfield · Internet & Trends CorrespondentAnxietyhits. It's the only genre with a rising word count.

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