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Thomas L. Friedman

Celebrities and Influencers
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Thomas L. Friedman's top 10 nearest neighbors are a dense cluster of political journalists, with scores spanning just 0.98 to 0.98 — a flat band that reflects a highly consistent audience composition rather than any single dominant pull. Similarity here measures how closely two entities' audiences resemble each other in shape; a score of 0.99 indicates near-identical audience profiles.

Nine of the ten neighbors carry the subcategory Journalists: Peter Baker (0.99), David Frum (0.98), Andrew Ross Sorkin (0.98), Maureen Dowd (0.98), Robert Costa (0.98), David Pogue (0.98), John Harwood (0.98), Michael S. Schmidt (0.98), and Jeffrey Toobin (0.98). The lone exception is Preet Bharara (0.98), subcategory Professionals. No other Authors — Friedman's own subcategory — appear in the top 10, meaning the audience he draws looks far more like the readership of political and media journalists than like the audience of fellow authors.

The scores compress into a range of roughly 0.01 across all ten neighbors, which is the defining feature of a flat shape: no single neighbor stands out, and the cluster character is what matters. That character here is unmistakably the political-media journalist cohort — reporters and columnists covering Washington and global affairs — with one credentialed professional rounding out the set.

The flat, journalist-dominated shape suggests Friedman's audience is deeply embedded in the political news-consumption ecosystem, tracking the same readers who follow beat reporters and opinion columnists rather than those who follow authors as a category.

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": "tomfriedman", "title": "Thomas L. Friedman", "category": "Celebrities and Influencers", "subcategory": "Authors", "resolved": "tomfriedman", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "peterbakernyt", "title": "Peter Baker", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9857, "drivers": [ "A02", "G01", "A01", "J02", "G03" ] }, { "handle": "davidfrum", "title": "David Frum", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9838, "drivers": [ "A02", "G01", "A01", "J02", "J01" ] }, { "handle": "andrewrsorkin", "title": "Andrew Ross Sorkin", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.983, "drivers": [ "A02", "G01", "A01", "J02", "G03" ] }, { "handle": "maureendowd", "title": "Maureen Dowd", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9813, "drivers": [ "A02", "G01", "J02", "A01", "G03" ] }, { "handle": "costareports", "title": "Robert Costa", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9785, "drivers": [ "A02", "G01", "A01", "J02", "G03" ] }, { "handle": "pogue", "title": "David Pogue", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9775, "drivers": [ "A02", "G01", "A01", "J02", "G03" ] }, { "handle": "johnjharwood", "title": "John Harwood", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9774, "drivers": [ "A02", "G01", "A01", "J02", "J01" ] }, { "handle": "preetbharara", "title": "Preet Bharara", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9773, "drivers": [ "A02", "G01", "A01", "J02", "G03" ] }, { "handle": "nytmike", "title": "Michael S. Schmidt", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9772, "drivers": [ "A02", "G01", "A01", "J02", "G03" ] }, { "handle": "jeffreytoobin", "title": "Jeffrey Toobin", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.976, "drivers": [ "A02", "G01", "A01", "G03", "J01" ] } ] }
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