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Black Eyed Peas

Celebrities and Influencers
Musicians and Bands
Playground →Docs

The top 10 neighbors for Black Eyed Peas split across reality TV figures, fellow musicians, and music-adjacent media — with no single neighbor pulling far ahead of the rest. Scores span a narrow 0.9418–0.9602 band, the defining characteristic of a flat shape.

Reality TV Stars make up the largest single subcategory in the set: Kim Kardashian (0.96), Khloé Kardashian (0.95), Kourtney Kardashian (0.94), and Kris Jenner (0.94) all rank inside the top 10. Two TV Channels follow closely — MTV at 0.96 and MTV Music UK at 0.95 — pointing to an audience that indexes heavily on music-video and pop-culture broadcast media. Three neighbors share the center entity's own Musicians and Bands subcategory: Iggy Azalea (0.96), Jennifer Lopez (0.95), and Paris Hilton (0.94, classified as TV Personalities) rounds out the set alongside Apple Music (0.95) as the lone music-platform brand.

The overall picture is a pop-culture generalist audience — one that moves fluidly between reality television, music media, and mainstream pop acts — rather than an audience anchored to any single kind of entity.

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": "bep", "title": "Black Eyed Peas", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "bep", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "mtv", "title": "MTV", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.9602, "drivers": [ "N03", "Q08", "O04", "Q02", "Q05" ] }, { "handle": "kimkardashian", "title": "Kim Kardashian", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9599, "drivers": [ "N03", "Q08", "O04", "Q02", "P06" ] }, { "handle": "iggyazalea", "title": "Iggy Azalea", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9565, "drivers": [ "N03", "Q08", "O04", "P06", "Q02" ] }, { "handle": "khloekardashian", "title": "Khloé Kardashian", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9527, "drivers": [ "N03", "Q08", "P06", "O04", "P02" ] }, { "handle": "applemusic", "title": "Apple Music", "category": "Brands", "subcategory": "Music", "similarity": 0.9484, "drivers": [ "N03", "Q08", "Q02", "O04", "Q04" ] }, { "handle": "mtvmusicuk", "title": "MTV Music UK", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.9463, "drivers": [ "N03", "Q08", "Q02", "Q04", "Q05" ] }, { "handle": "jlo", "title": "Jennifer Lopez", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9452, "drivers": [ "N03", "Q08", "P06", "O04", "Q02" ] }, { "handle": "kourtneykardash", "title": "Kourtney Kardashian", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9445, "drivers": [ "N03", "P06", "Q08", "O04", "P02" ] }, { "handle": "krisjenner", "title": "Kris Jenner", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9427, "drivers": [ "N03", "Q08", "P06", "O04", "Q04" ] }, { "handle": "parishilton", "title": "Paris Hilton", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9418, "drivers": [ "N03", "Q08", "O04", "P06", "Q04" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: