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Harry Potter Film

Brands
Movie Franchises
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Three distinct neighbor types — actors, game developers, and TV shows — share the top 10 of Harry Potter Film's similarity graph, with no single cluster dominating, a pattern consistent with the broad shape classification.

American Horror Story leads at 0.88, the highest score in the set and the only TV show in the top 10. Below it, Bethesda Game Studios (0.86) represents the first of several game developer neighbors, a subcategory that recurs throughout the broader graph. Actors follow in close succession: Misha Collins at 0.85 and Ian Somerhalder at 0.85 are the top two actor neighbors, with Paul Wesley (0.83) and Stephen Amell (0.83) rounding out the actor presence in the top 10. Musicians and Bands also appear twice — Halsey at 0.84 and Backstreet Boys at 0.83 — alongside Rooster Teeth (0.83, Websites) and Borderlands 3 (0.82, Video Game Franchises). The only other Movie Franchise in the top 10 is absent entirely — Harry Potter Film's own subcategory has no representative among these ten neighbors, meaning the audience shape here is defined almost entirely by actors, game-adjacent brands, and musicians rather than by fellow film franchises.

The spread across actors, game developers, musicians, and a horror TV show — with scores ranging only from 0.88 to 0.82 — points to an audience that moves fluidly across entertainment verticals rather than concentrating around any single content type.

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": "harrypotterfilm", "title": "Harry Potter Film", "category": "Brands", "subcategory": "Movie Franchises", "resolved": "harrypotterfilm", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "ahsfx", "title": "American Horror Story", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8781, "drivers": [ "N03", "N04", "F04", "J02", "A01" ] }, { "handle": "bethesdastudios", "title": "Bethesda Game Studios", "category": "Brands", "subcategory": "Game Developers", "similarity": 0.8594, "drivers": [ "N03", "F04", "J02", "N04", "O02" ] }, { "handle": "mishacollins", "title": "Misha Collins", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8506, "drivers": [ "N03", "N04", "O02", "J02", "A01" ] }, { "handle": "iansomerhalder", "title": "Ian Somerhalder", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8496, "drivers": [ "N03", "N04", "F04", "J02", "A01" ] }, { "handle": "halsey", "title": "Halsey", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.836, "drivers": [ "N03", "J02", "N04", "O02", "A01" ] }, { "handle": "backstreetboys", "title": "Backstreet Boys", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8314, "drivers": [ "N03", "F04", "N04", "J02", "O03" ] }, { "handle": "roosterteeth", "title": "Rooster Teeth", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.8288, "drivers": [ "F04", "N03", "J02", "A01", "O02" ] }, { "handle": "paulwesley", "title": "Paul Wesley", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8282, "drivers": [ "N03", "N04", "F04", "J02", "O02" ] }, { "handle": "stephenamell", "title": "Stephen Amell", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8265, "drivers": [ "F04", "J02", "N04", "J01", "A01" ] }, { "handle": "borderlands", "title": "Borderlands 3", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.8248, "drivers": [ "F04", "N03", "J02", "O02", "Q06" ] } ] }
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