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Katy Perry

Celebrities and Influencers
Musicians and Bands
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Katy Perry's top 10 neighbors form a dense, undifferentiated cluster — scores run from 0.98 down to 0.95 with no single dominant pull and no sharp drop-off between positions. That compression is the structural finding: the audience shape here is broadly shared across a wide swath of mid-2000s to mid-2010s pop culture.

Similarity here measures how closely two entities' audiences resemble each other in composition. Justin Bieber (0.98) and Christina Aguilera (0.98) sit at the top, followed closely by Kris Jenner (0.98) and Britney Spears (0.97). The subcategory breakdown across the top 10 is telling: six of the ten are fellow Musicians and Bands — Bieber, Aguilera, Spears, Demi Lovato (0.97), Iggy Azalea (0.96), and Ashley Tisdale (0.96, though Tisdale is classified as an Actor). Three neighbors are Reality TV Stars — Kris Jenner, Kourtney Kardashian (0.96), and Khloé Kardashian (0.95) — and one is a TV Channel: MTV (0.95). The Kardashian-Jenner cluster appearing this high alongside musicians is the cross-kind note worth flagging; reality TV stars occupy three of the top ten slots, matching the weight of the musician neighbors.

The flat shape means no single neighbor defines this audience — instead, the same crowd appears to follow pop musicians, reality TV personalities, and the channel that historically bridged both.

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": "katyperry", "title": "Katy Perry", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "katyperry", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "justinbieber", "title": "Justin Bieber", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9794, "drivers": [ "N03", "Q08", "O04", "Q05", "P06" ] }, { "handle": "xtina", "title": "Christina Aguilera", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9777, "drivers": [ "N03", "Q08", "N04", "A01", "O03" ] }, { "handle": "krisjenner", "title": "Kris Jenner", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9754, "drivers": [ "N03", "Q08", "P06", "O04", "P04" ] }, { "handle": "britneyspears", "title": "Britney Spears", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9717, "drivers": [ "N03", "Q08", "Q05", "A01", "O03" ] }, { "handle": "ddlovato", "title": "Demi Lovato", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9692, "drivers": [ "N03", "P06", "P04", "A01", "P02" ] }, { "handle": "iggyazalea", "title": "Iggy Azalea", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9605, "drivers": [ "N03", "Q08", "O04", "P06", "P02" ] }, { "handle": "ashleytisdale", "title": "Ashley Tisdale", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9594, "drivers": [ "N03", "Q08", "O03", "P06", "N04" ] }, { "handle": "kourtneykardash", "title": "Kourtney Kardashian", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9563, "drivers": [ "N03", "P06", "Q08", "P02", "P04" ] }, { "handle": "mtv", "title": "MTV", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.9535, "drivers": [ "N03", "Q08", "Q05", "O04", "P05" ] }, { "handle": "khloekardashian", "title": "Khloé Kardashian", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9509, "drivers": [ "N03", "P06", "Q08", "O04", "P02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: