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John Dean

Celebrities and Influencers
Politicians
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The top 10 neighbors for John Dean form a tightly compressed cluster of political commentators, legal voices, and government figures — scores run from 0.98 down to 0.97, with no single neighbor pulling away from the rest. That narrow band is the defining structural feature here.

The mix spans six subcategories. Politicians account for three slots — Rick Wilson (0.98), Bill Kristol (0.97), and George Conway (0.97) — making it the most represented subcategory and the one John Dean shares. Government Officials follow with two entries: Daniel Goldman (0.98) and John O. Brennan (0.98). Academics place two as well: Laurence Tribe (0.98) and Richard W. Painter (0.97). The remaining three slots go to a Professional (Steve Schmidt, 0.98), a TV Personality (Mimi Rocah, 0.98), and a Journalist (Matthew Miller, 0.98). The cross-kind spread — politicians alongside legal academics, intelligence officials, and media figures — is notable; no single subcategory dominates by a wide margin, and the audience shape is distributed evenly across this cluster of civic and political commentary voices.

The flat shape and compressed scores indicate an audience that maps consistently onto a specific, coherent corner of political media rather than one anchored to any single figure or type within it.

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": "johnwdean", "title": "John Dean", "category": "Celebrities and Influencers", "subcategory": "Politicians", "resolved": "johnwdean", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "therickwilson", "title": "Rick Wilson", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9811, "drivers": [ "A02", "J01", "J02", "A01", "G01" ] }, { "handle": "danielsgoldman", "title": "Daniel Goldman", "category": "Celebrities and Influencers", "subcategory": "Government Officials", "similarity": 0.981, "drivers": [ "J02", "A02", "A01", "J01", "G01" ] }, { "handle": "steveschmidtses", "title": "Steve Schmidt", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9803, "drivers": [ "A02", "J02", "J01", "A01", "G01" ] }, { "handle": "tribelaw", "title": "Laurence Tribe", "category": "Celebrities and Influencers", "subcategory": "Academics", "similarity": 0.9788, "drivers": [ "A02", "J02", "J01", "A01", "G01" ] }, { "handle": "johnbrennan", "title": "John O. Brennan", "category": "Celebrities and Influencers", "subcategory": "Government Officials", "similarity": 0.9783, "drivers": [ "J02", "A02", "J01", "A01", "G01" ] }, { "handle": "mimirocah1", "title": "Mimi Rocah", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.976, "drivers": [ "J02", "J01", "A02", "A01", "J04" ] }, { "handle": "matthewamiller", "title": "Matthew Miller", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9754, "drivers": [ "A02", "J02", "J01", "A01", "G01" ] }, { "handle": "billkristol", "title": "Bill Kristol", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9747, "drivers": [ "A02", "J02", "J01", "A01", "G01" ] }, { "handle": "gtconway3d", "title": "George Conway", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9745, "drivers": [ "A02", "J02", "A01", "J01", "G01" ] }, { "handle": "rwpusa", "title": "Richard W. Painter", "category": "Celebrities and Influencers", "subcategory": "Academics", "similarity": 0.9741, "drivers": [ "A02", "J02", "J01", "A01", "J04" ] } ] }
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