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50 Cent

Celebrities and Influencers
Musicians and Bands
Playground →Docs

The top 10 neighbors form a dense, same-kind cluster — eight of the ten are fellow Musicians and Bands, with scores compressed into a narrow band from 0.99 to 0.98, the hallmark of a flat shape.

Similarity here measures how closely two entities' audiences resemble each other in composition. Chris Brown leads at 0.99, followed by Amber Rose (0.99) and DJ Khaled (0.99). French Montana (0.99) and XXL Magazine (0.99) round out the top five. The remaining five — Ne-Yo (0.98), Big Sean (0.98), Ciara (0.98), Sean "Diddy" Combs (0.98), and Meek Mill (0.98) — hold nearly identical scores, confirming that no single neighbor pulls away from the pack.

The two non-musician entries are worth noting. Amber Rose is classified as a TV Personality, and XXL Magazine is a Magazine — the only non-musician subcategory in the top 10. Their presence alongside eight Musicians and Bands signals that the audience overlap extends slightly beyond the musician peer set into hip-hop media and adjacent celebrity culture, but the dominant character of the cluster remains firmly within the same subcategory as 50 Cent itself.

The flat shape and compressed score range together indicate an audience with a well-defined, consistent profile — one that maps tightly onto a specific corner of the music and entertainment landscape rather than spreading across diverse interest clusters.

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": "50cent", "title": "50 Cent", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "50cent", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "chrisbrown", "title": "Chris Brown", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9911, "drivers": [ "O04", "Q02", "Q08", "Q04", "E02" ] }, { "handle": "darealamberrose", "title": "Amber Rose", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9893, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "djkhaled", "title": "DJ Khaled", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.989, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "frenchmontana", "title": "French Montana", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9885, "drivers": [ "O04", "Q02", "Q08", "Q04", "E02" ] }, { "handle": "xxl", "title": "XXL Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9853, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "neyocompound", "title": "Ne-Yo", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9823, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "bigsean", "title": "Big Sean", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9819, "drivers": [ "O04", "Q02", "Q08", "Q04", "E02" ] }, { "handle": "ciara", "title": "Ciara", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9816, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "diddy", "title": "Sean \"Diddy\" Combs", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9815, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "meekmill", "title": "Meek Mill", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9811, "drivers": [ "O04", "Q02", "Q08", "Q04", "E02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: