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Mary J. Blige

Celebrities and Influencers
Musicians and Bands
Playground →Docs

The top 10 neighbors for Mary J. Blige form a tight, undifferentiated cluster — scores run from 0.9969 down to 0.9937, a spread of just 0.0032 — with no single neighbor pulling away from the rest.

Tallying the subcategories across the top 10: six are Musicians and Bands (Keri Hilson, Janet Jackson, Missy Elliott, Jennifer Hudson, EVE, Faith Evans), two are Actors (Marlon Wayans, Queen Latifah), one is a TV Personality (La La Anthony), and one is a TV Channel (BET). Musicians and Bands dominate, which means the audience shape here largely mirrors the center entity's own subcategory — this is a same-kind cluster, not a cross-kind one. The non-musician entries are notable precisely because they sit so close: BET at 0.9969 is the single highest-scoring neighbor, edging out every musician in the set, and La La Anthony (0.9964) and Queen Latifah (0.9957) suggest the audience also tracks TV personalities and actors operating in the same cultural space. Marlon Wayans (0.9959) is the only comedian-adjacent figure in the top 10 by subcategory — he is classified as an Actor, and no Comedian subcategory appears in the top 10 at all.

The flat shape and compressed score range indicate an audience with a consistent, well-defined profile rather than one pulled in competing directions — the neighbors are numerous and close, but none is structurally dominant.

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": "maryjblige", "title": "Mary J. Blige", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "maryjblige", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "bet", "title": "BET", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.9969, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "lala", "title": "La La Anthony", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9964, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "marlonwayans", "title": "Marlon Wayans", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9959, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "iamqueenlatifah", "title": "Queen Latifah", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9957, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "kerihilson", "title": "Keri Hilson", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9955, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "janetjackson", "title": "Janet Jackson", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.995, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "missyelliott", "title": "Missy Elliott", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9943, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "iamjhud", "title": "Jennifer Hudson", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9943, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "therealeve", "title": "EVE", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.994, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "evelynlozada", "title": "Evelyn Lozada", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9937, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] } ] }
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