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Common

Celebrities and Influencers
Musicians and Bands
Playground →Docs

Four of Common's ten nearest neighbors by audience shape are actors — Tracee Ellis Ross (0.99), Regina King (0.99), Gabrielle Union (0.98), and Jada Pinkett Smith (0.98) — making actors the single largest subcategory in the set, ahead of fellow musicians.

The shape is flat: scores run from 0.98 to 0.99 across all ten neighbors, with no single dominant pull. Three musicians appear — Erykah Badu (0.99), Nasir Jones (0.99), and Solange Knowles (0.99) — but they sit alongside two Lifestyle figures, Angela Yee (0.99) and Kimora Lee Simmons (0.99), and one TV Personality, Charlamagne Tha God (0.99). No single subcategory accounts for more than four of the ten slots, and the spread across subcategories — musicians, actors, lifestyle, TV personalities — is the defining structural feature of this cluster. The audience shape Common shares most closely is not concentrated within his own kind; it cuts across entertainment and media figures whose audiences happen to be composed similarly.

That cross-subcategory spread, compressed into a narrow similarity band, points to an audience with a consistent profile that maps onto a wide range of celebrity and media figures rather than tracking tightly to any one corner of the entertainment landscape.

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": "common", "title": "Common", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "common", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "fatbellybella", "title": "Erykah Badoula", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9903, "drivers": [ "Q02", "Q04", "E02", "O04", "Q08" ] }, { "handle": "nas", "title": "Nasir Jones", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9899, "drivers": [ "Q02", "Q04", "O04", "E02", "Q08" ] }, { "handle": "solangeknowles", "title": "Solange Knowles", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9895, "drivers": [ "Q04", "O04", "Q02", "E02", "Q08" ] }, { "handle": "cthagod", "title": "Charlamagne Tha God", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9894, "drivers": [ "Q04", "Q02", "O04", "E02", "Q08" ] }, { "handle": "angelayee", "title": "Angela Yee", "category": "Celebrities and Influencers", "subcategory": "Lifestyle", "similarity": 0.9877, "drivers": [ "Q02", "Q04", "O04", "E02", "Q08" ] }, { "handle": "officialkimora", "title": "Kimora Lee Simmons", "category": "Celebrities and Influencers", "subcategory": "Lifestyle", "similarity": 0.9873, "drivers": [ "Q04", "Q02", "O04", "E02", "Q08" ] }, { "handle": "traceeellisross", "title": "Tracee Ellis Ross", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9871, "drivers": [ "Q02", "Q04", "E02", "O04", "Q08" ] }, { "handle": "reginaking", "title": "Regina King", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9863, "drivers": [ "Q02", "Q04", "O04", "E02", "Q08" ] }, { "handle": "itsgabrielleu", "title": "Gabrielle Union", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9846, "drivers": [ "Q02", "Q04", "O04", "E02", "Q08" ] }, { "handle": "jadapsmith", "title": "Jada Pinkett Smith", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9842, "drivers": [ "Q02", "Q04", "O04", "E02", "Q08" ] } ] }
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