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Sam Smith

Celebrities and Influencers
Musicians and Bands
Playground →Docs

The top 10 neighbors for Sam Smith span a narrow similarity band — from MTV at 0.93 down to Warner Bros. at 0.89 — with no single neighbor pulling sharply ahead of the rest. That flat distribution is the defining structural feature here.

Subcategory composition tells the clearest story. Six of the ten neighbors are Musicians and Bands: Britney Spears (0.91), Charli XCX (0.91), Iggy Azalea (0.90), Adele (0.90), Black Eyed Peas (0.89), and Justin Bieber (0.89) — all sharing Sam Smith's own subcategory. The remaining four break toward adjacent entertainment: Kim Kardashian (0.91) is a Reality TV Star, MTV is a TV Channel, Apple Music (0.89) is a Music brand, and Warner Bros. is a Film Studio. The cross-kind presence is real but secondary — the dominant pull is same-subcategory musicians, not a surprising outside cluster.

What stands out within that musician group is the stylistic range it covers: pop veterans, hip-hop crossovers, and contemporary acts all land within two hundredths of each other in similarity score, suggesting the audience shape here is defined less by a specific genre niche and more by broad mainstream pop consumption patterns.

This is an audience that tracks the pop landscape widely, with no single neighbor or category commanding a disproportionate share of the overlap.

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": "samsmith", "title": "Sam Smith", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "samsmith", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "mtv", "title": "MTV", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.9292, "drivers": [ "N03", "Q08", "P03", "O04", "P05" ] }, { "handle": "britneyspears", "title": "Britney Spears", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9125, "drivers": [ "N03", "Q08", "A01", "O04", "P03" ] }, { "handle": "charli_xcx", "title": "Charli XCX", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9122, "drivers": [ "N03", "P03", "Q08", "J05", "O04" ] }, { "handle": "kimkardashian", "title": "Kim Kardashian", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9052, "drivers": [ "N03", "O04", "Q08", "P04", "P03" ] }, { "handle": "iggyazalea", "title": "Iggy Azalea", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9042, "drivers": [ "N03", "Q08", "P03", "O04", "P04" ] }, { "handle": "adele", "title": "Adele", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8994, "drivers": [ "N03", "Q08", "P03", "O04", "A01" ] }, { "handle": "bep", "title": "Black Eyed Peas", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8945, "drivers": [ "N03", "Q08", "O04", "P04", "Q02" ] }, { "handle": "applemusic", "title": "Apple Music", "category": "Brands", "subcategory": "Music", "similarity": 0.8935, "drivers": [ "N03", "Q02", "P03", "Q08", "O04" ] }, { "handle": "justinbieber", "title": "Justin Bieber", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8915, "drivers": [ "N03", "O04", "Q08", "P04", "A01" ] }, { "handle": "warnerbros", "title": "Warner Bros.", "category": "Brands", "subcategory": "Film Studios", "similarity": 0.8913, "drivers": [ "N03", "P03", "Q01", "A05", "Q08" ] } ] }
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