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Rev Run

Celebrities and Influencers
Musicians and Bands
Playground →Docs

Five of Rev Run's ten nearest neighbors by audience shape are actors — Gabrielle Union (0.99), Jada Pinkett Smith (0.99), Taraji P. Henson (0.98), Omar Epps (0.98), and Marlon Wayans (0.98) — while only one fellow musician appears in the set.

The shape is flat: all ten neighbors fall within a narrow band from 0.98 to 0.99, with no single neighbor pulling significantly ahead of the rest. Beyond the five actors, the remaining neighbors span four distinct subcategories: Janet Jackson (0.99) is the lone fellow Musicians and Bands entry; Kimora Lee Simmons (0.99) represents Lifestyle; Angela Simmons (0.99) is a Reality TV Star; La La Anthony (0.99) is a TV Personality; and Power (0.99) is the one non-celebrity entity in the set, a TV Show. The cross-kind character of this cluster is the defining feature — Rev Run's audience shape aligns far more closely with actors and entertainment personalities than with other musicians, suggesting the audience is organized around a broader entertainment and celebrity ecosystem rather than a music-specific one.

This flat, actor-heavy neighbor set points to an audience whose composition is shaped by celebrity culture across multiple formats, not by genre or medium alone.

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": "revrunwisdom", "title": "Rev Run", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "revrunwisdom", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "itsgabrielleu", "title": "Gabrielle Union", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9926, "drivers": [ "Q02", "O04", "Q04", "E02", "Q08" ] }, { "handle": "jadapsmith", "title": "Jada Pinkett Smith", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9899, "drivers": [ "Q02", "Q04", "O04", "E02", "Q08" ] }, { "handle": "janetjackson", "title": "Janet Jackson", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9881, "drivers": [ "Q02", "O04", "Q04", "E02", "Q08" ] }, { "handle": "officialkimora", "title": "Kimora Lee Simmons", "category": "Celebrities and Influencers", "subcategory": "Lifestyle", "similarity": 0.9875, "drivers": [ "Q04", "Q02", "O04", "E02", "Q08" ] }, { "handle": "angelasimmons", "title": "Angela Simmons", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9867, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "lala", "title": "La La Anthony", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9861, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "power_starz", "title": "Power", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9859, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "tarajiphenson", "title": "Taraji P. Henson", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9844, "drivers": [ "Q02", "O04", "Q04", "E02", "Q08" ] }, { "handle": "omarepps", "title": "Omar Epps", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9843, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "marlonwayans", "title": "Marlon Wayans", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9841, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] } ] }
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