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Sen. Lisa Murkowski

Celebrities and Influencers
Politicians
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Sen. Lisa Murkowski's top 10 nearest neighbors are overwhelmingly political journalists — eight of the ten, spanning a narrow similarity band from 0.92 to 0.93 — with only one fellow politician and one government official rounding out the set.

The shape is flat: scores run from Anthony Scaramucci at 0.93 down to Andrea Mitchell at 0.92, a spread of less than one percentage point across all ten positions. No single neighbor dominates. The cluster is defined by its subcategory composition: Kasie Hunt (0.93), Philip Rucker (0.93), Natasha Bertrand (0.93), Kelly O'Donnell (0.93), Katy Tur (0.93), David Corn (0.92), Matthew Miller (0.92), and Andrea Mitchell (0.92) are all Journalists. The two non-journalists — Scaramucci (Government Officials) and Adam Parkhomenko (Politicians, 0.93) — are the only exceptions in the top 10. Murkowski's own subcategory, Politicians, appears just once among the ten neighbors.

The audience shape here belongs to the political press corps more than to elected officials — a senator whose followers look, compositionally, like the audience of a Washington bureau chief.

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": "lisamurkowski", "title": "Sen. Lisa Murkowski", "category": "Celebrities and Influencers", "subcategory": "Politicians", "resolved": "lisamurkowski", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "scaramucci", "title": "Anthony Scaramucci", "category": "Celebrities and Influencers", "subcategory": "Government Officials", "similarity": 0.9324, "drivers": [ "A02", "G01", "K02", "A01", "G03" ] }, { "handle": "kasie", "title": "Kasie Hunt", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9321, "drivers": [ "A02", "G01", "G03", "A01", "K02" ] }, { "handle": "philiprucker", "title": "Philip Rucker", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9318, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] }, { "handle": "natashabertrand", "title": "Natasha Bertrand", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9306, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] }, { "handle": "kellyo", "title": "Kelly O'Donnell", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9289, "drivers": [ "A02", "G01", "G03", "A01", "K02" ] }, { "handle": "adamparkhomenko", "title": "Adam Parkhomenko", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.9274, "drivers": [ "A02", "G01", "G03", "K02", "A01" ] }, { "handle": "katyturnbc", "title": "Katy Tur", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9265, "drivers": [ "A02", "G01", "G03", "A01", "J01" ] }, { "handle": "davidcorndc", "title": "David Corn", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9248, "drivers": [ "A02", "G01", "G03", "A01", "J02" ] }, { "handle": "matthewamiller", "title": "Matthew Miller", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9236, "drivers": [ "A02", "G01", "G03", "A01", "J02" ] }, { "handle": "mitchellreports", "title": "Andrea Mitchell", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9235, "drivers": [ "A02", "G01", "G03", "A01", "J02" ] } ] }
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