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Shawn Mendes

Celebrities and Influencers
Musicians and Bands
Playground →Docs

The top 10 neighbors form a tight cluster of musicians, with three cross-kind entries breaking the pattern. Similarity here measures how closely two entities' audiences resemble each other in composition; scores run from 0.93 to 0.95 across all ten neighbors — a narrow band that signals no single standout pull.

Seven of the ten are fellow Musicians and Bands: Liam Payne (0.95), Zayn Malik (0.94), Austin Mahone (0.94), Luke Hemmings (0.94), Drake Bell (0.94), 5 Seconds of Summer (0.93), and Nick Jonas (0.93). The three departures are James Charles (0.95, Models), Zac Efron (0.94, Actors), and Shane Dawson (0.93, Reality TV Stars). James Charles sits at the second-highest score in the set — higher than most of the musicians — making it the most structurally notable cross-kind neighbor. The presence of a Model and a Reality TV Star alongside a cluster of pop and rock acts suggests the audience shape extends into a broader youth-entertainment orbit rather than staying strictly within music fandom.

The flat distribution across all ten neighbors — less than two hundredths of a point separating first from tenth — means this audience is defined by a consistent profile rather than a single dominant pull.

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": "shawnmendes", "title": "Shawn Mendes", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "shawnmendes", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "liampayne", "title": "Liam Payne", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9493, "drivers": [ "N03", "N04", "A02", "O03", "P02" ] }, { "handle": "jamescharles", "title": "James Charles", "category": "Celebrities and Influencers", "subcategory": "Models", "similarity": 0.9479, "drivers": [ "N03", "P02", "N04", "A02", "P06" ] }, { "handle": "zaynmalik", "title": "Zayn Malik", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9422, "drivers": [ "N03", "P02", "N04", "J02", "A02" ] }, { "handle": "austinmahone", "title": "Austin Mahone", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.942, "drivers": [ "N03", "N04", "O03", "P06", "A02" ] }, { "handle": "luke5sos", "title": "Luke Hemmings", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9414, "drivers": [ "N03", "N04", "A02", "J02", "G01" ] }, { "handle": "drakebell", "title": "Drake Bell", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9407, "drivers": [ "N03", "P02", "P06", "N04", "A02" ] }, { "handle": "zacefron", "title": "Zac Efron", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9379, "drivers": [ "N03", "P02", "A02", "P06", "A01" ] }, { "handle": "5sos", "title": "5 Seconds of Summer", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9347, "drivers": [ "N03", "N04", "A02", "O03", "G01" ] }, { "handle": "shanedawson", "title": "Shane Dawson", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.933, "drivers": [ "N03", "N04", "P02", "A02", "O03" ] }, { "handle": "nickjonas", "title": "Nick Jonas", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9309, "drivers": [ "N03", "N04", "P02", "O03", "A02" ] } ] }
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