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Beyoncé

Celebrities and Influencers
Musicians and Bands
Playground →Docs

The top 10 neighbors form a tight, same-kind cluster: seven of the ten are fellow Musicians and Bands, with scores compressed into a narrow band between 0.9482 and 0.9658. Similarity here measures how closely two entities' audiences resemble each other in composition; the flat shape means no single neighbor pulls significantly ahead of the rest.

John Legend (0.96), SZA (0.96), Kendrick Lamar (0.95), Lupe Fiasco (0.96), and Pharrell Williams (0.95) anchor the musician core, joined by Lil B THE BASEDGOD (0.96). The two non-musician outliers within that group are music-industry brands: Interscope Records (0.95) and Roc Nation (0.95), both classified under the Music subcategory of Brands. Rounding out the ten are Complex Music (0.97), a Magazines channel that sits at the very top of the set, and Amber Rose (0.95), the lone TV Personality in the group. No Actors appear in the top 10.

The overall picture is an audience deeply embedded in the music ecosystem — musicians, labels, and music media — with almost no drift toward adjacent entertainment categories.

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": "beyonce", "title": "Beyoncé", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "beyonce", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "complexmusic", "title": "Complex Music", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9658, "drivers": [ "Q04", "Q02", "O04", "E02", "Q08" ] }, { "handle": "johnlegend", "title": "John Legend", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9643, "drivers": [ "Q04", "Q02", "O04", "E02", "Q08" ] }, { "handle": "sza", "title": "SZA", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9617, "drivers": [ "Q04", "O04", "Q02", "Q08", "E02" ] }, { "handle": "lilbthebasedgod", "title": "Lil B THE BASEDGOD", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9578, "drivers": [ "Q04", "Q02", "O04", "Q08", "E02" ] }, { "handle": "lupefiasco", "title": "Lupe Fiasco", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9568, "drivers": [ "Q04", "Q02", "E02", "O04", "Q08" ] }, { "handle": "interscope", "title": "Interscope Records", "category": "Brands", "subcategory": "Music", "similarity": 0.9515, "drivers": [ "Q02", "Q04", "O04", "E02", "Q08" ] }, { "handle": "kendricklamar", "title": "Kendrick Lamar", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9505, "drivers": [ "Q04", "Q02", "O04", "Q08", "N03" ] }, { "handle": "rocnation", "title": "Roc Nation", "category": "Brands", "subcategory": "Music", "similarity": 0.9494, "drivers": [ "Q02", "Q04", "E02", "O04", "Q08" ] }, { "handle": "darealamberrose", "title": "Amber Rose", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9484, "drivers": [ "Q04", "Q02", "O04", "Q08", "E02" ] }, { "handle": "pharrell", "title": "Pharrell Williams", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9482, "drivers": [ "Q04", "O04", "Q02", "E02", "Q08" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: