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Larry Elder

Celebrities and Influencers
Journalists
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The top 10 neighbors for Larry Elder distribute across five subcategories — journalists, TV personalities, politicians, an author, a podcaster, and an activist — with scores compressed between 0.95 and 0.96. That narrow band, not any single dominant neighbor, is the structural finding: audience shape similarity (a 0–1 cosine-style measure) is nearly uniform across a genuinely varied cast.

Three of the ten share Elder's own subcategory as journalists: Sara A. Carter (0.96), John Solomon (0.96), and Jack Posobiec (0.95). The remaining seven span TV personalities — Lisa Boothe (0.96) and Greg Gutfeld (0.95) — politicians — Burgess Owens (0.96) and Tom Fitton (0.95) — an author in Dinesh D'Souza (0.96), a podcast and radio channel in Mark R. Levin (0.95), and an activist in Brandon Straka (0.95). No single subcategory commands the cluster; the audience overlaps with journalists and non-journalists at essentially the same rate.

The flat shape reflects an audience whose composition is stable and consistent enough to match across formats and roles without concentrating around any one 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": "larryelder", "title": "Larry Elder", "category": "Celebrities and Influencers", "subcategory": "Journalists", "resolved": "larryelder", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "saracarterdc", "title": "Sara A. Carter", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9647, "drivers": [ "K02", "K01", "J05", "I01", "H04" ] }, { "handle": "jsolomonreports", "title": "John Solomon", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9596, "drivers": [ "K02", "K01", "J05", "I01", "J02" ] }, { "handle": "dineshdsouza", "title": "Dinesh D'Souza", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.9589, "drivers": [ "K02", "I01", "K01", "Q01", "H04" ] }, { "handle": "burgessowens", "title": "Burgess Owens", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9558, "drivers": [ "K02", "Q01", "K01", "I01", "J05" ] }, { "handle": "lisamarieboothe", "title": "Lisa Boothe", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.955, "drivers": [ "K02", "K01", "Q01", "I01", "J02" ] }, { "handle": "tomfitton", "title": "Tom Fitton", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9547, "drivers": [ "K02", "K01", "I01", "J05", "J02" ] }, { "handle": "marklevinshow", "title": "Mark R. Levin", "category": "Marketing Channels", "subcategory": "Podcasts and Radio", "similarity": 0.9545, "drivers": [ "K02", "K01", "I01", "Q01", "J05" ] }, { "handle": "brandonstraka", "title": "Brandon Straka", "category": "Celebrities and Influencers", "subcategory": "Activists", "similarity": 0.9514, "drivers": [ "K02", "K01", "I01", "Q01", "J05" ] }, { "handle": "jackposobiec", "title": "Jack Posobiec", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9503, "drivers": [ "K02", "K01", "I01", "Q01", "J05" ] }, { "handle": "greggutfeld", "title": "Greg Gutfeld", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9503, "drivers": [ "K02", "J05", "I01", "K01", "Q01" ] } ] }
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