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Seventeen

Seventeen's top 10 nearest neighbors are a mixed-category cluster — actors, film studios, a music platform, a technology brand, and fellow magazines — with no single subcategory dominating and scores compressed into a narrow band from 0.85 down to 0.81.

The shape is flat: Amber Patrice Riley leads at 0.85, followed by Wolf Entertainment at 0.83, Apple Music at 0.83, Polaroid at 0.83, and Kevin McHale at 0.82. Actors account for four of the top ten — Riley, McHale, Lindsay Lohan (0.82), and Jessica Alba (0.81) — making them the most represented subcategory, but not a majority. Film studios appear twice (Wolf Entertainment and Warner Bros. TV at 0.81), and the only other magazine in the top 10 is Playboy at 0.82. Heidi Klum (0.81, Models) rounds out the set. Seventeen's own subcategory — Magazines — has exactly one other representative in the top 10, meaning the audience shape is defined far more by entertainment and celebrity than by print media peers.

The cross-kind composition here — actors, film brands, a music platform, a technology brand, and a model — points to an audience whose attention is broadly organized around entertainment and pop culture rather than around any single medium or format.

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Nearest neighbors by audience shape

Cosine similarity over Persona Live audience composition.
"Entities whose overall audience profile most closely matches this one — people who follow one tend to follow the other."

Raw data

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