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Omarion

Celebrities and Influencers
Musicians and Bands
Playground →Docs

Omarion's top 10 neighbors form a dense, undifferentiated cluster of R&B and hip-hop-era musicians — seven of the ten are fellow Musicians and Bands, with scores spanning only 0.9952 (Ashanti) down to 0.9901 (BET Music), a range of barely five hundredths of a point. Similarity here measures how closely two entities' audiences resemble each other in composition; that compressed band means no single neighbor stands out as a structural anchor.

The top three — Ashanti (0.9952), Ciara (0.9947), and Busta Rhymes (0.9930) — are all Musicians and Bands, as are Bow Wow (0.9916), Birdman (0.9908), Christina Milian (0.9908), and DJ Drama (0.9903). The three non-musician entries are Terrence J (0.9918, TV Personalities), BET Music (0.9901, TV Channels), and Tameka Harris (0.9901, TV Personalities) — both TV Personalities and the one TV Channel sitting at the bottom of the band rather than pulling away from it. The presence of a TV channel alongside musicians and TV personalities points to an audience that moves fluidly across music and Black entertainment media rather than anchoring tightly to any single format.

The flat shape reflects an audience with a consistent, well-defined profile that maps evenly across a broad swath of the same cultural space, rather than one with a single dominant gravitational pull.

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": "omarion", "title": "Omarion", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "omarion", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "ashanti", "title": "Ashanti", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9952, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "ciara", "title": "Ciara", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9947, "drivers": [ "O04", "Q02", "Q08", "Q04", "E02" ] }, { "handle": "bustarhymes", "title": "Busta Rhymes", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.993, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "terrencej", "title": "Terrence J", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9918, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "smoss", "title": "Bow Wow", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9916, "drivers": [ "O04", "Q02", "Q08", "Q04", "E02" ] }, { "handle": "birdman5star", "title": "Birdman", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9908, "drivers": [ "O04", "Q02", "Q08", "Q04", "E02" ] }, { "handle": "christinamilian", "title": "Christina Milian", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9908, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "djdrama", "title": "DJ Drama", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9903, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "betmusic", "title": "BET Music", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.9901, "drivers": [ "O04", "Q02", "Q08", "Q04", "E02" ] }, { "handle": "tinymajormama", "title": "Tameka Harris", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9901, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: