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Decoding why music resonates

We analyze 66 years of Billboard hits through the lens of neuroscience. Not just how they sound, but how the brain responds to them.

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6,598
Tracks analyzed
66
Years of hits
2,602
Unique artists
5
Interactive explorations

Audio changes with technology and fashion. But the brain's response to a hit in 1965 shares something with its response to a hit in 2023. Resonance is universal.

Exploration 003
The Death of Love
How the language of Billboard hits shifted from love songs to survival anthems. 134,073 words across 5,894 tracks reveal a collapsing positive/negative ratio.
5,894 tracks
Dataset
2.88 → 1.38
Pos/neg ratio
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Three independent analyses — audio features, brain predictions, and lyrics — all point in the same direction. The sound of popular music shifted toward lower valence. The brain's predicted emotional and prefrontal responses declined in lockstep. And the words themselves lost their most positive vocabulary.

This is not three stories. It is one story, told through three lenses: sound, brain, and language.

Whether the music drives the cultural shift or reflects it remains an open question. But the convergence across independent data sources suggests we are measuring something real — not an artifact of any single method.

Billboard + Audio

Every year-end Hot 100 track from 1960 to 2025. Audio features extracted via Spotify and Deezer APIs.

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TRIBE v2 Brain Model

A deep learning model (Meta Research) that predicts cortical activation from audio. 20,484 vertices, 6 functional regions.

Interactive analysis

Every finding is an interactive exploration. Real data, real charts, full methodology. Explore, don't just read.