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RuPaul

Celebrities and Influencers
TV Personalities
Playground →Docs

The top 10 neighbors span six distinct subcategories — TV Shows, Actors, TV Channels, Websites, News Publishers, and Non-Profit — with no single kind dominating, which is the defining feature of a broad audience shape.

RuPaul's Drag Race leads at 0.96, the strongest pull in the set, but the neighbors immediately behind it are structurally diverse rather than thematically clustered. Laverne Cox (0.92, Actor) and Logo (0.92, TV Channel) sit nearly tied in second, followed by BuzzFeed LGBTQ (0.90, Website), LGBTQ Nation (0.89, News Publisher), HuffPost Queer Voices (0.89, News Publisher), Spotify (0.88, Music brand), World of Wonder (0.88, Entertainment brand), Out Magazine (0.88, Magazine), and GLAAD (0.88, Non-Profit). That spread — a TV show, an actor, a cable channel, two news publishers, a music platform, an entertainment brand, a magazine, and an advocacy organization — is the signature of a broad shape: no single subcategory owns the neighborhood. RuPaul's own subcategory, TV Personalities, does not appear among the top 10 neighbors at all; the audience is shaped almost entirely by cross-kind overlap rather than same-kind affinity.

The scores also compress tightly after the top entry — from 0.92 down to 0.88 across eight neighbors — reinforcing that no second dominant pull exists; the audience distributes broadly across LGBTQ media, entertainment, and advocacy rather than concentrating around any one 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": "rupaul", "title": "RuPaul", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "resolved": "rupaul", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "rupaulsdragrace", "title": "RuPaul's Drag Race", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9576, "drivers": [ "I01", "G03", "Q01", "G01", "Q04" ] }, { "handle": "lavernecox", "title": "Laverne Cox", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9236, "drivers": [ "I01", "G03", "Q01", "G01", "A02" ] }, { "handle": "logotv", "title": "Logo", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.9228, "drivers": [ "I01", "Q01", "G03", "G01", "Q04" ] }, { "handle": "buzzfeedlgbtq", "title": "BuzzFeed LGBTQ", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.8972, "drivers": [ "I01", "G03", "G01", "Q01", "A02" ] }, { "handle": "lgbtqnation", "title": "LGBTQ Nation", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.8905, "drivers": [ "I01", "G03", "Q01", "G01", "Q04" ] }, { "handle": "huffpostqueer", "title": "HuffPost Queer Voices", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.8865, "drivers": [ "I01", "G03", "G01", "Q01", "H02" ] }, { "handle": "spotify", "title": "Spotify", "category": "Brands", "subcategory": "Music", "similarity": 0.8845, "drivers": [ "I01", "G03", "G01", "Q01", "A02" ] }, { "handle": "worldofwonder", "title": "World of Wonder", "category": "Brands", "subcategory": "Entertainment", "similarity": 0.8815, "drivers": [ "I01", "G03", "Q01", "G01", "H02" ] }, { "handle": "outmagazine", "title": "Out Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.8797, "drivers": [ "I01", "G03", "Q01", "G01", "A02" ] }, { "handle": "glaad", "title": "GLAAD", "category": "Organizations", "subcategory": "Non-Profit", "similarity": 0.8787, "drivers": [ "I01", "G03", "G01", "Q01", "A02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: