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Rick Ross

Celebrities and Influencers
Musicians and Bands
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Rick Ross's top 10 nearest neighbors are almost entirely fellow musicians — nine of the ten share the Musicians and Bands subcategory, with scores packed tightly between 0.99 and 0.9908, a range so compressed it leaves no single standout.

The shape is flat: DJ Drama leads at 0.9933, followed closely by Keri Hilson at 0.9930, Wale at 0.9926, Kelly Rowland and Lil' Kim both at 0.9922, and EVE at 0.9921. Ray J (0.9917), Trina (0.9915), and Meek Mill (0.9908) round out the musician-heavy cluster. The one departure is Marlon Wayans, an actor, at 0.9916 — sitting squarely in the middle of the pack rather than at the edges. The neighbor set spans hip-hop, R&B, and rap across multiple eras, suggesting the audience shape here is defined less by a specific genre lane than by a broader cultural moment these acts share.

The flat, same-kind structure indicates an audience whose composition closely mirrors what you'd find across a wide swath of Black music and entertainment — cohesive enough that no single neighbor pulls away from the rest.

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": "rickross", "title": "Rick Ross", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "rickross", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "djdrama", "title": "DJ Drama", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9933, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "kerihilson", "title": "Keri Hilson", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.993, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "wale", "title": "Wale", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9926, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "kellyrowland", "title": "Kelly Rowland", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9922, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "lilkim", "title": "Lil' Kim", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9922, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "therealeve", "title": "EVE", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9921, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "rayj", "title": "Ray J", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9917, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "marlonwayans", "title": "Marlon Wayans", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9916, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "trinarockstarr", "title": "Trina", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9915, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "meekmill", "title": "Meek Mill", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9908, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] } ] }
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