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Alternative Press

Danielle Fishel Karp sits at the top of Alternative Press's similarity graph (0.81), and she's an actor — not a musician, not a music label, not another magazine. That cross-kind signal is the defining structural feature of this two-peak shape.

The top 10 neighbors split into two recognizable clusters. The first is built around actors and nostalgia-adjacent pop culture: Danielle Fishel Karp (0.81), Ben Savage (0.77), and Gordon Ramsay (0.76) anchor this side, with Comic Book Men (0.79) bridging toward the second cluster. The second peak is gaming and collectible fandom: Pokémon GO (0.80), Funko (0.75), and Niantic, Inc. (0.74) form a tight band of video game and toy-adjacent brands. Fueled By Ramen (0.77) is the only Music-subcategory neighbor in the top 10 — the sole signal that the audience overlaps with anything directly music-industry adjacent at this range. Epic Meal Time (0.75) and Doctor Who (0.74) round out the set, both pointing toward the same geek-culture and late-millennial internet cohort that ties the two peaks together.

No other magazine appears in the top 10, and the dominant neighbor kind is Actors (three of ten), not Musicians and Bands. The shape reveals an audience defined less by music genre loyalty than by a broader late-millennial pop-culture sensibility that spans gaming, cult TV, and nostalgia fandom.

Playground →Docs

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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