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Pharrell Williams

Celebrities and Influencers
Musicians and Bands
Playground →Docs

The top 10 neighbors for Pharrell Williams form a dense, undifferentiated cluster — scores run from 0.981 down to 0.976 with no single neighbor pulling away from the pack. Similarity here measures how closely two entities' audiences resemble each other in composition; the narrow band across all ten positions is the defining structural fact.

Eight of the ten neighbors carry the subcategory Musicians and Bands, matching Pharrell's own kind. The two exceptions are Queen Latifah (Actors, 0.979) and Amber Rose (TV Personalities, 0.979) — both sitting near the top of the set, which means the cross-kind overlap is not marginal. The musicians in the cluster include Ne-Yo (0.981), Alicia Keys (0.980), Sean "Diddy" Combs (0.979), Janet Jackson (0.978), Swizz Beatz (0.978), Willow Smith (0.977), Busta Rhymes (0.977), and Nicki Minaj (0.976). The range across all ten is just 0.005 — a flat shape in the clearest sense.

The composition of the cluster — predominantly R&B, hip-hop, and rap musicians, with two crossover figures whose audiences track the same pattern — points to an audience defined by a specific entertainment ecosystem rather than by any single adjacent figure.

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": "pharrell", "title": "Pharrell Williams", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "pharrell", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "neyocompound", "title": "Ne-Yo", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.981, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "aliciakeys", "title": "Alicia Keys", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9803, "drivers": [ "O04", "Q02", "Q04", "N03", "Q08" ] }, { "handle": "diddy", "title": "Sean \"Diddy\" Combs", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9792, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "iamqueenlatifah", "title": "Queen Latifah", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9791, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "darealamberrose", "title": "Amber Rose", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9788, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "janetjackson", "title": "Janet Jackson", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9784, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "therealswizzz", "title": "Swizz Beatz", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9783, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "officialwillow", "title": "Willow Smith", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9771, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "bustarhymes", "title": "Busta Rhymes", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9768, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "nickiminaj", "title": "Nicki Minaj", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9764, "drivers": [ "O04", "Q02", "Q04", "Q08", "N03" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: