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Sophia Bush

Celebrities and Influencers
Actors
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Sophia Bush's top 10 nearest neighbors are drawn almost entirely from a single subcategory: actors. Seven of the ten are actors, with David Harbour leading at 0.78, followed by Macaulay Culkin at 0.77 and Lauren Graham at 0.77. The remaining three positions go to comedians — Bo Burnham at 0.73 and The Lonely Island at 0.72 — with Anna Faris rounding out the actor cluster at 0.72.

The shape is broad: scores descend gradually from 0.78 to 0.72 across the top 10, with no single neighbor pulling sharply ahead of the rest. This is a same-kind pattern — Bush is an actor whose nearest audiences are overwhelmingly shaped by other actors, with comedians as the secondary presence. No brands, TV shows, musicians, or other subcategories appear in the top 10. The actor-comedian pairing that defines this cluster is consistent with an audience that gravitates toward ensemble-cast comedy-drama territory, though the subcategory distribution alone tells the structural story: this is a tight, actor-dominated neighborhood with a modest comedian fringe and no cross-kind outliers.

The broad, gradually declining score range suggests an audience with wide but coherent overlap across a specific slice of the celebrity landscape — one anchored firmly in actors and shading into comedians, without dispersing into other kinds.

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": "sophiabush", "title": "Sophia Bush", "category": "Celebrities and Influencers", "subcategory": "Actors", "resolved": "sophiabush", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "davidkharbour", "title": "David Harbour", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7823, "drivers": [ "N03", "G01", "O04", "H02", "G03" ] }, { "handle": "incredibleculk", "title": "Macaulay Culkin", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7709, "drivers": [ "N03", "A06", "G01", "O04", "E02" ] }, { "handle": "thelaurengraham", "title": "Lauren Graham", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7704, "drivers": [ "G01", "N03", "G03", "A02", "H02" ] }, { "handle": "jasonsegel", "title": "Jason Segel", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7679, "drivers": [ "G01", "A02", "H02", "G03", "N03" ] }, { "handle": "edhelms", "title": "Ed Helms", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7609, "drivers": [ "G01", "N03", "A02", "G03", "H02" ] }, { "handle": "glennhowerton", "title": "Glenn Howerton", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.742, "drivers": [ "G01", "N03", "H02", "G03", "A02" ] }, { "handle": "nick_offerman", "title": "Nick Offerman", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7414, "drivers": [ "G01", "H02", "N03", "G03", "A02" ] }, { "handle": "boburnham", "title": "Bo Burnham", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.7295, "drivers": [ "N03", "H02", "G01", "G03", "A06" ] }, { "handle": "thelonelyisland", "title": "The Lonely Island", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.7241, "drivers": [ "G01", "N03", "G03", "H02", "A02" ] }, { "handle": "annakfaris", "title": "Anna Faris", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7234, "drivers": [ "N03", "G01", "O04", "H02", "G03" ] } ] }
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