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David French

Celebrities and Influencers
Journalists
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The top 10 neighbors for David French span five distinct subcategories — Professionals, Journalists, Politicians, Academics, and Directors — with scores compressed into a narrow band from 0.95 down to 0.93, the hallmark of a flat shape.

Frank Luntz (0.95) and Jonah Goldberg (0.95) sit at the top, separated by less than 0.001. French is himself a Journalist, and Goldberg is the only fellow Journalist in the top 10 — the rest of the set is cross-kind. Three Politicians follow: Justin Amash (0.94), Evan McMullin (0.93), and Mitt Romney (0.93). Two Academics appear — Larry Sabato (0.93) and, tied at 0.91, Heather Cox Richardson — alongside Ken Burns (0.93) as the lone Director, Chris Krebs (0.93) as a Government Official, and The Bulwark (0.93) as the only non-person entity, a Magazine. The dominant pattern is cross-kind: politicians, academics, and institutional media outlets whose audiences look compositionally similar to French's, rather than other journalists. The tight score compression means no single neighbor pulls away from the pack — the audience shape is consistent across a genuinely mixed set of entity types.

That consistency across subcategories suggests an audience defined less by any one content category than by a shared orientation toward political commentary from outside conventional partisan lines.

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": "davidafrench", "title": "David French", "category": "Celebrities and Influencers", "subcategory": "Journalists", "resolved": "davidafrench", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "frankluntz", "title": "Frank Luntz", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9472, "drivers": [ "A02", "A01", "G01", "J01", "G03" ] }, { "handle": "jonahdispatch", "title": "Jonah Goldberg", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.947, "drivers": [ "A02", "A01", "G01", "J01", "G03" ] }, { "handle": "justinamash", "title": "Justin Amash", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9416, "drivers": [ "A02", "G01", "A01", "J01", "G03" ] }, { "handle": "larrysabato", "title": "Larry Sabato", "category": "Celebrities and Influencers", "subcategory": "Academics", "similarity": 0.9346, "drivers": [ "A02", "A01", "G01", "G03", "A03" ] }, { "handle": "kenburns", "title": "Ken Burns", "category": "Celebrities and Influencers", "subcategory": "Directors", "similarity": 0.9327, "drivers": [ "A02", "G01", "A01", "G03", "J01" ] }, { "handle": "evanmcmullin", "title": "Evan McMullin", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9312, "drivers": [ "A02", "A01", "G01", "J01", "G03" ] }, { "handle": "mittromney", "title": "Mitt Romney", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9295, "drivers": [ "A01", "A02", "G01", "J01", "G03" ] }, { "handle": "c_c_krebs", "title": "Chris Krebs", "category": "Celebrities and Influencers", "subcategory": "Government Officials", "similarity": 0.9291, "drivers": [ "A02", "A01", "G01", "J01", "A03" ] }, { "handle": "bulwarkonline", "title": "The Bulwark", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.927, "drivers": [ "A02", "A01", "J01", "G01", "G03" ] }, { "handle": "jrpsaki", "title": "Jen Psaki", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.927, "drivers": [ "A02", "A01", "G01", "G03", "J01" ] } ] }
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