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Ben Carson

Celebrities and Influencers
Politicians
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The top 10 neighbors for Ben Carson form a tight, undifferentiated cluster — scores run from 0.95 down to 0.93, a span of less than three points, with no single neighbor pulling clearly ahead of the rest. Audience similarity here measures how closely two entities' audiences resemble each other in composition; the narrow band across all ten positions is the defining structural fact.

Tallying the subcategories: four of the ten neighbors are Politicians — Mike Huckabee (0.95), Rand Paul (0.94), Mike Pence (0.94), and Sen. Marsha Blackburn (0.93) — making that the plurality subcategory. TV Personalities account for two slots: Glenn Beck (0.95) and Sean Hannity (0.94). The remaining four positions are distributed across TV Shows (FOX & friends, 0.95), Journalists (Ainsley Earhardt, 0.94), Athletes (Herschel Walker, 0.94), and TV Channels (Fox News, 0.94). The mix is predominantly politicians and conservative-media TV personalities, with broadcast channels filling in around them. No other subcategory appears more than once outside of Politicians and TV Personalities in the top 10.

The flat shape here signals an audience that is broadly shared across a well-defined media-and-politics ecosystem rather than concentrated around any single entity.

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": "realbencarson", "title": "Ben Carson", "category": "Celebrities and Influencers", "subcategory": "Politicians", "resolved": "realbencarson", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "govmikehuckabee", "title": "Mike Huckabee", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9516, "drivers": [ "N02", "N01", "K02", "M02", "P03" ] }, { "handle": "glennbeck", "title": "Glenn Beck", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9504, "drivers": [ "P03", "Q01", "E03", "I01", "K02" ] }, { "handle": "foxandfriends", "title": "FOX & friends", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9451, "drivers": [ "K02", "N02", "P03", "E03", "Q01" ] }, { "handle": "seanhannity", "title": "Sean Hannity", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9445, "drivers": [ "K02", "P03", "Q01", "E03", "N02" ] }, { "handle": "ainsleyearhardt", "title": "Ainsley Earhardt", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9439, "drivers": [ "K02", "N02", "P03", "Q01", "E03" ] }, { "handle": "herschelwalker", "title": "Herschel Walker", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9428, "drivers": [ "N02", "M02", "P03", "Q01", "I01" ] }, { "handle": "randpaul", "title": "Rand Paul", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.942, "drivers": [ "P03", "E03", "Q01", "K02", "I01" ] }, { "handle": "mike_pence", "title": "Mike Pence", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9415, "drivers": [ "P03", "N01", "E03", "Q01", "K02" ] }, { "handle": "foxnews", "title": "Fox News", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.9367, "drivers": [ "E03", "P03", "N02", "K02", "Q01" ] }, { "handle": "marshablackburn", "title": "Sen. Marsha Blackburn", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.933, "drivers": [ "N01", "P03", "Q01", "K02", "L03" ] } ] }
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