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Solange Knowles

Celebrities and Influencers
Musicians and Bands
Playground →Docs

Solange Knowles' top 10 neighbors form a tightly mixed cluster of musicians, actors, TV personalities, and media channels — with scores spanning only 0.99 to 0.98, a band so narrow that no single neighbor stands apart from the rest.

Similarity here measures how closely two entities' audiences resemble each other in composition. The top three neighbors are all Musicians and Bands: Common at 0.99, Erykah Badoula at 0.99, and Nasir Jones at 0.99. They are joined immediately by Charlamagne Tha God (TV Personalities, 0.99) and Tracee Ellis Ross (Actors, 0.99). Rounding out the top 10 are Angela Yee (Lifestyle, 0.99), AllHipHop.com (Websites, 0.98), Bossip (Blogs, 0.98), Vibe Magazine (Magazines, 0.98), and Regina King (Actors, 0.98). Tallying the subcategories: four are Musicians and Bands, three are Actors, one is a TV Personality, one is Lifestyle, and the remaining three are media channels (a website, a blog, and a magazine). The cross-kind presence is notable — nearly half the top 10 are not musicians at all, with actors and media properties holding consistent positions throughout. No single subcategory dominates enough to define the cluster on its own.

The flat shape of this graph reflects an audience that distributes evenly across music, screen talent, and Black media properties, with no structural spike toward any one kind.

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": "solangeknowles", "title": "Solange Knowles", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "solangeknowles", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "common", "title": "Common", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9895, "drivers": [ "Q04", "O04", "Q02", "E02", "Q08" ] }, { "handle": "fatbellybella", "title": "Erykah Badoula", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9886, "drivers": [ "Q04", "O04", "Q02", "E02", "Q08" ] }, { "handle": "nas", "title": "Nasir Jones", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9878, "drivers": [ "Q04", "O04", "Q02", "E02", "Q08" ] }, { "handle": "cthagod", "title": "Charlamagne Tha God", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9874, "drivers": [ "O04", "Q04", "Q02", "E02", "Q08" ] }, { "handle": "traceeellisross", "title": "Tracee Ellis Ross", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9867, "drivers": [ "Q04", "E02", "Q02", "O04", "Q08" ] }, { "handle": "angelayee", "title": "Angela Yee", "category": "Celebrities and Influencers", "subcategory": "Lifestyle", "similarity": 0.9856, "drivers": [ "Q04", "O04", "Q02", "E02", "Q08" ] }, { "handle": "allhiphopcom", "title": "AllHipHop.com", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9825, "drivers": [ "Q04", "O04", "Q02", "E02", "Q08" ] }, { "handle": "bossip", "title": "Bossip", "category": "Marketing Channels", "subcategory": "Blogs", "similarity": 0.9824, "drivers": [ "Q04", "E02", "O04", "Q02", "Q08" ] }, { "handle": "vibemagazine", "title": "Vibe Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9821, "drivers": [ "Q04", "Q02", "O04", "E02", "Q08" ] }, { "handle": "reginaking", "title": "Regina King", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9819, "drivers": [ "O04", "Q04", "Q02", "E02", "Q08" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: