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Ted Lieu

Celebrities and Influencers
Politicians
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Ted Lieu's top 10 neighbors span politicians, journalists, activists, professionals, and authors — a mixed-subcategory cluster compressed into a remarkably tight similarity band, from 0.975 down to 0.961.

The shape is flat: no single neighbor dominates. Robert Reich (0.975, Politicians) and Jim Acosta (0.975, Journalists) sit at virtually the same distance, separated by just 0.0001. Sally Yates (0.970, Politicians) and Preet Bharara (0.969, Professionals) follow just behind. The top 10 includes four Politicians, two Professionals, two Activists, one Journalist, and one Author — meaning journalists, who dominate positions 11 through 50 in the broader graph, are nearly absent from the innermost ring, with Jim Acosta the sole Journalist in the top 10. The cross-kind composition here is the real finding: Ted Lieu's nearest audiences are shaped less by other politicians alone than by a coalition of political-adjacent figures — legal professionals like Preet Bharara and Chelsea Clinton (0.966, Professionals), activists like Claudia Conway (0.965) and David Hogg (0.962), and an author in Molly Jong-Fast (0.964).

The flat, compressed band across subcategories points to an audience that moves fluidly across political commentary, civic journalism, and activism rather than clustering tightly around any single type.

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": "tedlieu", "title": "Ted Lieu", "category": "Celebrities and Influencers", "subcategory": "Politicians", "resolved": "tedlieu", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "rbreich", "title": "Robert Reich", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9752, "drivers": [ "A02", "G01", "G03", "J04", "J01" ] }, { "handle": "acosta", "title": "Jim Acosta", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9751, "drivers": [ "A02", "G01", "G03", "A01", "J04" ] }, { "handle": "sallyqyates", "title": "Sally Yates", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9701, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] }, { "handle": "preetbharara", "title": "Preet Bharara", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.969, "drivers": [ "A02", "G01", "G03", "A01", "J04" ] }, { "handle": "chelseaclinton", "title": "Chelsea Clinton", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.9659, "drivers": [ "A02", "G01", "G03", "J04", "A01" ] }, { "handle": "claudiamconwayy", "title": "Claudia Conway", "category": "Celebrities and Influencers", "subcategory": "Activists", "similarity": 0.9649, "drivers": [ "A02", "G01", "G03", "J01", "J04" ] }, { "handle": "mollyjongfast", "title": "Molly Jong-Fast", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.9643, "drivers": [ "A02", "G01", "G03", "J01", "A01" ] }, { "handle": "davidhogg111", "title": "David Hogg", "category": "Celebrities and Influencers", "subcategory": "Activists", "similarity": 0.9619, "drivers": [ "A02", "G01", "G03", "J04", "J01" ] }, { "handle": "repkatieporter", "title": "Rep. Katie Porter", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9614, "drivers": [ "A02", "G01", "G03", "J04", "J01" ] }, { "handle": "tomsteyer", "title": "Tom Steyer", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9611, "drivers": [ "A02", "G01", "G03", "J01", "J04" ] } ] }
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