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Kelly Rowland

Celebrities and Influencers
Musicians and Bands
Playground →Docs

The top 10 neighbors form a tight cluster of musicians and actors, all scoring within a 24-point band between 0.99 and 1.00 — a flat distribution with no single standout pulling ahead. Similarity here measures how closely two entities' audiences resemble each other in composition; a score near 1.00 indicates near-identical audience shape.

Eight of the ten neighbors are fellow Musicians and Bands: EVE (0.9963), Keri Hilson (0.9955), Brandy (0.9955), Ray J (0.9953), Toni Braxton (0.9950), Jermaine Dupri (0.9949), Tamar Braxton (0.9939), and Mýa (0.9939). The remaining two — Tia Mowry (0.9944) and Lauren London (0.9940) — are Actors, and they sit mid-cluster rather than at the edges, suggesting the audience shape doesn't sharply distinguish between musicians and actors in this neighborhood. The cluster is almost entirely same-kind, with the two actors representing the only cross-subcategory presence in the top 10.

The flat shape and compressed score range together indicate an audience that maps densely onto a specific, coherent neighborhood — one where musicians and actors draw nearly interchangeable audiences.

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": "kellyrowland", "title": "Kelly Rowland", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "kellyrowland", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "therealeve", "title": "EVE", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9963, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "kerihilson", "title": "Keri Hilson", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9955, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "4everbrandy", "title": "Brandy", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9955, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "rayj", "title": "Ray J", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9953, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "tonibraxton", "title": "Toni Braxton", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.995, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "jermainedupri", "title": "Jermaine Dupri", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9949, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "tiamowry", "title": "Tia Mowry", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9944, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "laurenlondon", "title": "Lauren London", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.994, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "tamarbraxtonher", "title": "Tamar Braxton", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9939, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "myaplanet9", "title": "Mýa", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9939, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: