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Sam Stein

Celebrities and Influencers
Journalists
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The top 10 neighbors for Sam Stein are all journalists — every single one, without exception, drawn from the same subcategory as Stein himself. Similarity here measures how closely two entities' audiences resemble each other in composition; scores across the top 10 run from 0.99 down to 0.98, a band so narrow it barely registers as a range.

The leading neighbors are Michael S. Schmidt (0.99), Peter Baker (0.99), Greg Sargent (0.99), Josh Dawsey (0.99), and Robert Costa (0.99). Behind them, Betsy Woodruff Swan (0.99), David Frum (0.99), Jonathan Lemire (0.99), Ashley Parker (0.99), and Manu Raju (0.98) complete the set. The subcategory distribution is uniform: ten journalists, zero exceptions in the top 10. There is no cross-kind signal here — no politicians, no comedians, no government officials breaking into these positions, even though those subcategories appear further down the broader neighbor list.

The flat shape and the tight score compression together describe an audience that is deeply embedded in a single professional cluster — political journalism — with no meaningful pull toward adjacent communities within the top 10.

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": "samstein", "title": "Sam Stein", "category": "Celebrities and Influencers", "subcategory": "Journalists", "resolved": "samstein", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "nytmike", "title": "Michael S. Schmidt", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9892, "drivers": [ "A02", "G01", "G03", "A01", "J02" ] }, { "handle": "peterbakernyt", "title": "Peter Baker", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9883, "drivers": [ "A02", "G01", "G03", "A01", "J02" ] }, { "handle": "theplumlinegs", "title": "Greg Sargent", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.988, "drivers": [ "A02", "G01", "G03", "A01", "J02" ] }, { "handle": "jdawsey1", "title": "Josh Dawsey", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9878, "drivers": [ "A02", "G01", "G03", "A01", "J02" ] }, { "handle": "costareports", "title": "Robert Costa", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9872, "drivers": [ "A02", "G01", "G03", "A01", "J02" ] }, { "handle": "woodruffbets", "title": "Betsy Woodruff Swan", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9865, "drivers": [ "A02", "G01", "G03", "A01", "J02" ] }, { "handle": "davidfrum", "title": "David Frum", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9864, "drivers": [ "A02", "G01", "G03", "A01", "J02" ] }, { "handle": "jonlemire", "title": "Jonathan Lemire", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9855, "drivers": [ "A02", "G01", "G03", "J02", "A01" ] }, { "handle": "ashleyrparker", "title": "Ashley Parker", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.985, "drivers": [ "A02", "G01", "G03", "A01", "J02" ] }, { "handle": "mkraju", "title": "Manu Raju", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9849, "drivers": [ "A02", "G01", "G03", "A01", "J02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: