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Venus Williams

Celebrities and Influencers
Athletes
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Venus Williams' nearest audiences are actors and musicians, not other athletes — with Serena Williams (0.99) the sole fellow Athlete in the top 10.

The shape here is flat: scores run from 0.97 down to 0.97 at the low end, compressing into a tight band between 0.9666 and 0.9929 with no single neighbor pulling far ahead. Actors account for three of the ten slots — Tracee Ellis Ross (0.98), Idris Elba (0.97), and Regina King (0.97) — and Musicians and Bands fill another three: Common (0.97), Solange Knowles (0.97), and Erykah Badoula (0.97). The remaining positions go to Oprah Winfrey Network (0.97, TV Channels), Iyanla Vanzant (0.97, Spiritual Leaders), and Tavis Smiley (0.97, TV Personalities). The cluster reads less like a sports audience and more like an audience organized around Black cultural media — actors, musicians, a cable network, a spiritual leader, and a media personality all scoring within a few hundredths of each other.

The flat distribution means no single neighbor defines this audience; the signal is the consistent overlap across a wide range of entertainment and cultural subcategories.

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": "venuseswilliams", "title": "Venus Williams", "category": "Celebrities and Influencers", "subcategory": "Athletes", "resolved": "venuseswilliams", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "serenawilliams", "title": "Serena Williams", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9929, "drivers": [ "E02", "Q02", "Q04", "O04", "Q08" ] }, { "handle": "traceeellisross", "title": "Tracee Ellis Ross", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9751, "drivers": [ "E02", "Q02", "Q04", "O04", "Q08" ] }, { "handle": "owntv", "title": "Oprah Winfrey Network", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.9717, "drivers": [ "E02", "Q02", "Q04", "O04", "Q08" ] }, { "handle": "common", "title": "Common", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9713, "drivers": [ "Q02", "Q04", "E02", "O04", "Q08" ] }, { "handle": "iyanlavanzant", "title": "Iyanla Vanzant", "category": "Celebrities and Influencers", "subcategory": "Spiritual Leaders", "similarity": 0.9692, "drivers": [ "E02", "Q02", "Q04", "O04", "Q08" ] }, { "handle": "idriselba", "title": "Idris Elba", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9692, "drivers": [ "E02", "Q04", "Q02", "O04", "Q08" ] }, { "handle": "reginaking", "title": "Regina King", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.969, "drivers": [ "Q02", "E02", "O04", "Q04", "Q08" ] }, { "handle": "solangeknowles", "title": "Solange Knowles", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9682, "drivers": [ "E02", "Q04", "O04", "Q02", "Q08" ] }, { "handle": "fatbellybella", "title": "Erykah Badoula", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9669, "drivers": [ "Q02", "Q04", "E02", "O04", "Q08" ] }, { "handle": "tavissmiley", "title": "Tavis Smiley", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9666, "drivers": [ "E02", "Q02", "Q04", "O04", "Q08" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: