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Panic! At The Disco

Celebrities and Influencers
Musicians and Bands
Playground →Docs

The top 10 neighbors for Panic! At The Disco span video game franchises, actors, TV personalities, and tech personalities — with no single neighbor pulling far ahead of the rest, a pattern consistent with the broad shape classification.

Brendon Urie leads at 0.93, the only other Musicians and Bands entry in the top 10 alongside the center entity's own subcategory. From there, the neighbor set diversifies sharply. The Elder Scrolls (0.92) and Rhett & Link (0.91) sit just behind, representing Video Game Franchises and TV Personalities respectively — neither is a fellow band. Ninja (0.90) is classified as Musicians and Bands in the payload, making it the second same-subcategory neighbor in the top 10. Jared Padalecki (0.90) and Bethesda (0.90) follow, one an Actor and one a Game Developer. Jensen Ackles (0.89) adds a second Actor, while Dr Disrespect (0.89) brings a Tech Personalities entry. Ed Sheeran (0.88) is the third Musicians and Bands neighbor, and Fallout (0.88) closes the top 10 as a second Video Game Franchise.

Tallying the top 10 by subcategory: Musicians and Bands (3 — Brendon Urie, Ninja, Ed Sheeran), Actors (2 — Jared Padalecki, Jensen Ackles), Video Game Franchises (2 — The Elder Scrolls, Fallout), TV Personalities (1), Tech Personalities (1), and Game Developers (1). The audience shape is genuinely cross-kind: gaming brands and actors account for as much of the neighbor set as fellow musicians do, pointing to an audience that overlaps substantially with gaming and prestige-TV fandoms rather than clustering tightly around music.

The broad shape here reflects an audience with wide structural overlap — one that doesn't belong exclusively to any single content category.

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

Attention graph /similar sample results  (free):
{ "handle": "panicatthedisco", "title": "Panic! At The Disco", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "panicatthedisco", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "brendonurie", "title": "Brendon Urie", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9327, "drivers": [ "J02", "O02", "O01", "Q06", "H04" ] }, { "handle": "elderscrolls", "title": "The Elder Scrolls", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.9161, "drivers": [ "O02", "J02", "Q06", "O01", "A02" ] }, { "handle": "mythical", "title": "Rhett & Link", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9102, "drivers": [ "O02", "J02", "O01", "Q06", "A02" ] }, { "handle": "ninja", "title": "Ninja", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9042, "drivers": [ "O01", "A02", "O02", "J02", "F03" ] }, { "handle": "jarpad", "title": "Jared Padalecki", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8993, "drivers": [ "O02", "N04", "J02", "O01", "O03" ] }, { "handle": "bethesda", "title": "Bethesda", "category": "Brands", "subcategory": "Game Developers", "similarity": 0.8981, "drivers": [ "J02", "O02", "A02", "O01", "A01" ] }, { "handle": "jensenackles", "title": "Jensen Ackles", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8916, "drivers": [ "O02", "N04", "O01", "O03", "J02" ] }, { "handle": "drdisrespect", "title": "Dr Disrespect", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "similarity": 0.8883, "drivers": [ "J02", "A02", "O02", "O01", "G01" ] }, { "handle": "edsheeran", "title": "Ed Sheeran", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8806, "drivers": [ "J02", "N04", "O02", "A01", "A02" ] }, { "handle": "fallout", "title": "Fallout", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.8755, "drivers": [ "J02", "O01", "O02", "A02", "Q06" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: