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P!nk

Celebrities and Influencers
Musicians and Bands
Playground →Docs

Six of P!nk's ten nearest neighbors are fellow Musicians and Bands — a same-kind cluster, but one with notable company from outside it.

The shape is flat: scores run from 0.9638 (Christina Aguilera) down to 0.9297 (Sasha Banks) with no single dominant pull and no sharp drop-off between positions. The musician bloc includes Katy Perry (0.9448), Avril Lavigne and Eminem (both 0.9386), Jessica Simpson (0.9353), and Maroon 5 (0.9321) — a range of pop and rock acts from roughly the same era. The remaining four neighbors break from that pattern: Becky Lynch (0.9457) and Sasha Banks (0.9297) are Athletes, Saraya-Jade Bevis (Paige) (0.9417) is classified as a Reality TV Star, and Holly Marie Combs (0.9340) is an Actor. All four sit comfortably inside the top 10, not at the margins. The Athletes in particular — both from professional wrestling — rank second and tenth, bracketing the musician cluster rather than trailing it.

The flat shape means no single neighbor defines this audience; instead, the top 10 describe a broad same-kind base with a consistent cross-kind thread running through it.

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": "pink", "title": "P!nk", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "pink", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "xtina", "title": "Christina Aguilera", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9638, "drivers": [ "N03", "N04", "O03", "A01", "Q08" ] }, { "handle": "beckylynchwwe", "title": "Becky Lynch", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9457, "drivers": [ "N03", "O03", "N04", "O02", "A01" ] }, { "handle": "katyperry", "title": "Katy Perry", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9448, "drivers": [ "N03", "O03", "Q08", "N04", "A01" ] }, { "handle": "realpaigewwe", "title": "Saraya-Jade Bevis (Paige)", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9417, "drivers": [ "N03", "O03", "N04", "A01", "O02" ] }, { "handle": "avrillavigne", "title": "Avril Lavigne", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9386, "drivers": [ "N03", "O03", "N04", "A01", "Q08" ] }, { "handle": "eminem", "title": "Eminem", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9386, "drivers": [ "N03", "O03", "A01", "O04", "Q08" ] }, { "handle": "jessicasimpson", "title": "Jessica Simpson", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9353, "drivers": [ "N03", "H04", "O03", "N04", "A01" ] }, { "handle": "h_combs", "title": "Holly Marie Combs", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.934, "drivers": [ "N03", "O03", "N04", "A01", "O02" ] }, { "handle": "maroon5", "title": "Maroon 5", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9321, "drivers": [ "N03", "N04", "O03", "A01", "A02" ] }, { "handle": "sashabankswwe", "title": "Sasha Banks", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9297, "drivers": [ "N03", "O03", "Q08", "N04", "Q05" ] } ] }
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