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Tom Arnold

Celebrities and Influencers
Actors
Playground →Docs

Across Tom Arnold's top 10 nearest neighbors, no single subcategory dominates — the set spans actors, comedians, journalists, activists, a director, an author, and a government official, which is the structural signature of a broad audience shape.

Jon Cryer leads at 0.84, the strongest pull in the set and one of three fellow actors in the top 10 alongside Dick Van Dyke (0.79) and Henry Winkler (0.78). That the center entity's own subcategory accounts for only three of ten neighbors, however, means the audience is not primarily shaped by the actor cluster. The remaining seven positions go to Chip Franklin (0.82, Journalists), David Weissman (0.80, Activists), Ron Howard (0.79, Directors), John Pavlovitz (0.78, Authors), Lewis Black (0.78, Comedians), Noel Casler (0.78, Comedians), and Angry Staffer (0.77, Government Officials). The comedians and the politically adjacent figures — an activist, a journalist, a government official, and an author known for civic commentary — collectively outnumber the actors, pulling the shape away from a pure entertainment cluster toward something that also encompasses political and media voices.

The scores themselves are tightly grouped: the gap between the top neighbor (0.84) and the tenth (0.77) is only seven points, consistent with the broad classification and suggesting no single community has a privileged claim on this audience.

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": "tomarnold", "title": "Tom Arnold", "category": "Celebrities and Influencers", "subcategory": "Actors", "resolved": "tomarnold", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "mrjoncryer", "title": "Jon Cryer", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8375, "drivers": [ "F04", "K02", "P02", "N03", "O04" ] }, { "handle": "chipfranklin", "title": "Chip Franklin", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.8176, "drivers": [ "K02", "N03", "J02", "F04", "P02" ] }, { "handle": "davidmweissman", "title": "David Weissman", "category": "Celebrities and Influencers", "subcategory": "Activists", "similarity": 0.8045, "drivers": [ "K02", "J02", "P02", "F04", "P06" ] }, { "handle": "iammrvandy", "title": "Dick Van Dyke", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7921, "drivers": [ "N03", "P02", "K02", "F04", "P06" ] }, { "handle": "realronhoward", "title": "Ron Howard", "category": "Celebrities and Influencers", "subcategory": "Directors", "similarity": 0.791, "drivers": [ "F04", "P02", "K02", "N03", "H04" ] }, { "handle": "johnpavlovitz", "title": "John Pavlovitz", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.7837, "drivers": [ "K02", "P02", "N03", "P04", "P06" ] }, { "handle": "thelewisblack", "title": "Lewis Black", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.7831, "drivers": [ "F04", "P02", "P06", "N03", "P04" ] }, { "handle": "hwinkler4real", "title": "Henry Winkler", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7794, "drivers": [ "F04", "P02", "K02", "N03", "P06" ] }, { "handle": "caslernoel", "title": "Noel Casler", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.7752, "drivers": [ "K02", "F04", "J02", "P02", "A02" ] }, { "handle": "angry_staffer", "title": "Angry Staffer", "category": "Celebrities and Influencers", "subcategory": "Government Officials", "similarity": 0.7721, "drivers": [ "K02", "P02", "N03", "F04", "J02" ] } ] }
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