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Deep dive into the Spotify ecosystem. Analysis based on a cleaned dataset of 256M+ tracks.
| Rank | Track | Artists | Popularity |
|---|---|---|---|
| 1 | Die With A Smile | Lady Gaga, Bruno Mars | 100 |
| 2 | DtMF | Bad Bunny | 98 |
| 3 | BIRDS OF A FEATHER | Billie Eilish | 98 |
| 4 | That’s So True | Gracie Abrams | 96 |
| 5 | Not Like Us | Kendrick Lamar | 96 |
| 6 | BAILE INoLVIDABLE | Bad Bunny | 96 |
| 7 | APT. | ROSÉ, Bruno Mars | 95 |
| 8 | WILDFLOWER | Billie Eilish | 95 |
| 9 | All The Stars (with SZA) | SZA, Kendrick Lamar | 95 |
| 10 | Sailor Song | Gigi Perez | 95 |
Average track length peaked around 2010 and has sharply declined since.
The proportion of explicit tracks has grown exponentially in the streaming era.
A compact view of the genre landscape (filtered to genres with at least 500 artists). Smaller slices are grouped as “Others”.
Spotify audio features include musical key (C–B) and mode (major/minor). This chart shows the percentage of songs in each key split by mode.