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Wale

Celebrities and Influencers
Musicians and Bands
Playground →Docs

Wale's top 10 neighbors span musicians, actors, a reality TV star, a TV personality, and a TV channel — a mixed-subcategory cluster with no single dominant kind pulling ahead.

The shape is flat: scores run from Marlon Wayans at 0.9958 down to La La Anthony at 0.9920, a spread of less than four hundredths across ten neighbors. Similarity here measures how closely two entities' audiences resemble each other in composition; the tight band means no single neighbor stands out structurally. Tallying the top 10 by subcategory: five are Musicians and Bands — Keri Hilson (0.9949), Mary J. Blige (0.9936), Rick Ross (0.9926), EVE (0.9924), and Kelly Rowland (0.9921) — making that the plurality. Three are Actors: Marlon Wayans, Jamie Foxx (0.9948), and Evelyn Lozada (0.9946) is actually a Reality TV Star — correcting the tally: Actors are Marlon Wayans (0.9958) and Jamie Foxx (0.9948), Reality TV Stars contribute Evelyn Lozada (0.9946), TV Channels contribute BET (0.9926), and TV Personalities contribute La La Anthony (0.9920). The cross-kind presence is notable: nearly half the top 10 are not fellow musicians, with actors and a TV channel sitting alongside the music-side neighbors at nearly identical scores.

BET's appearance at 0.9926 — matching Rick Ross exactly — is the one non-celebrity entity in the set, and its placement among musicians and actors rather than other media properties reflects how tightly this audience cluster coheres around a specific entertainment ecosystem rather than a genre or format.

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": "wale", "title": "Wale", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "wale", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "marlonwayans", "title": "Marlon Wayans", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9958, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "kerihilson", "title": "Keri Hilson", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9949, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "iamjamiefoxx", "title": "Jamie Foxx", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9948, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "evelynlozada", "title": "Evelyn Lozada", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9946, "drivers": [ "O04", "Q04", "Q02", "E02", "Q08" ] }, { "handle": "maryjblige", "title": "Mary J. Blige", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9936, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "bet", "title": "BET", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.9926, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "rickross", "title": "Rick Ross", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9926, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "therealeve", "title": "EVE", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9924, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "kellyrowland", "title": "Kelly Rowland", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9921, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "lala", "title": "La La Anthony", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.992, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: