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Ari Berman

Celebrities and Influencers
Journalists
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Ari Berman's top 10 neighbors form a tight cluster of journalists, news publishers, and political figures — with scores compressed into a narrow band from 0.99 down to 0.98, the defining feature of a flat shape.

Four of the ten neighbors share Berman's own subcategory of Journalists: Ana Marie Cox (0.98), Ezra Klein (0.98), Chris Hayes (0.98), and Judd Legum (0.98). Two are News Publishers: Talking Points Memo (0.99) and Politico (0.98). The remaining four span Politicians — Tom Perez (0.98) and Neera Tanden (0.98) — one Activism organization, Indivisible Guide (0.98), and one Professionals entry, Chelsea Clinton (0.98). No single neighbor pulls away from the pack; the gap between first and tenth is just 0.008.

The subcategory mix — journalists, news publishers, politicians, and activism — points to an audience defined by political media consumption rather than any single format or figure. The flat shape means no one entity anchors this audience; it is distributed evenly across a coherent ideological-media ecosystem.

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": "ariberman", "title": "Ari Berman", "category": "Celebrities and Influencers", "subcategory": "Journalists", "resolved": "ariberman", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "tpm", "title": "Talking Points Memo", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9853, "drivers": [ "A02", "G01", "G03", "J04", "I01" ] }, { "handle": "anamariecox", "title": "Ana Marie Cox", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.982, "drivers": [ "A02", "G01", "G03", "I01", "J04" ] }, { "handle": "indivisibleteam", "title": "Indivisible Guide", "category": "Organizations", "subcategory": "Activism", "similarity": 0.9802, "drivers": [ "A02", "G01", "G03", "I01", "J04" ] }, { "handle": "tomperez", "title": "Tom Perez", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9795, "drivers": [ "A02", "G01", "G03", "J04", "I01" ] }, { "handle": "politico", "title": "Politico", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9793, "drivers": [ "A02", "G01", "G03", "J04", "A01" ] }, { "handle": "chelseaclinton", "title": "Chelsea Clinton", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9791, "drivers": [ "A02", "G01", "G03", "J04", "I01" ] }, { "handle": "ezraklein", "title": "Ezra Klein", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.979, "drivers": [ "A02", "G01", "G03", "I01", "J04" ] }, { "handle": "chrislhayes", "title": "Chris Hayes", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9786, "drivers": [ "A02", "G01", "G03", "I01", "J04" ] }, { "handle": "neeratanden", "title": "Neera Tanden", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9777, "drivers": [ "A02", "G01", "G03", "A01", "J04" ] }, { "handle": "juddlegum", "title": "Judd Legum", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9773, "drivers": [ "A02", "G01", "G03", "I01", "J04" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: