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Ray J

Celebrities and Influencers
Musicians and Bands
Playground →Docs

Ray J's top 10 neighbors form a tight, undifferentiated cluster — scores run from 0.9953 (Kelly Rowland) down to 0.9928 (Chilli and Tamar Braxton), a spread of less than 0.003 across the entire set. Similarity here measures how closely two entities' audiences resemble each other in composition; that compressed range means no single neighbor pulls away from the pack.

Eight of the top 10 are Musicians and Bands: Kelly Rowland (0.9953), EVE (0.9951), Jermaine Dupri (0.9949), Brandy (0.9945), DJ Drama (0.9939), Keri Hilson (0.9935), Lil' Kim (0.9932), and Chilli (0.9928) and Tamar Braxton (0.9928). The remaining two are Actors: Lauren London (0.9947) and Tia Mowry (0.9930). The cluster is almost entirely same-kind — Ray J's subcategory is Musicians and Bands, and eight of ten neighbors share it — with two actors woven in at scores indistinguishable from the rest.

The flat shape and near-uniform scores point to an audience that is deeply embedded in a specific entertainment ecosystem rather than distributed across a wide range of interests, with no single neighbor acting as a stronger gravitational pull than any other.

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": "rayj", "title": "Ray J", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "rayj", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "kellyrowland", "title": "Kelly Rowland", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9953, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "therealeve", "title": "EVE", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9951, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "jermainedupri", "title": "Jermaine Dupri", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9949, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "laurenlondon", "title": "Lauren London", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9947, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "4everbrandy", "title": "Brandy", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9945, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "djdrama", "title": "DJ Drama", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9939, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "kerihilson", "title": "Keri Hilson", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9935, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "lilkim", "title": "Lil' Kim", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9932, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "tiamowry", "title": "Tia Mowry", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.993, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "officialchilli", "title": "Chilli", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9928, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: