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Tim McGraw

Celebrities and Influencers
Musicians and Bands
Playground →Docs

All ten of Tim McGraw's nearest neighbors are fellow Musicians and Bands — a uniformly same-kind cluster with no crossover into actors, hosts, or any other subcategory in the top 10. The scores compress into a narrow band from 0.997 down to 0.99, which is the defining structural feature here: no single neighbor pulls away from the rest.

Keith Urban leads at 0.997, followed closely by Carrie Underwood at 0.993, Lady A at 0.9929, Luke Bryan at 0.9926, and Brad Paisley at 0.9921. Jason Aldean (0.9918), Toby Keith (0.9914), Faith Hill (0.9908), Dierks Bentley (0.9906), and Blake Shelton (0.9899) round out the set. Every one of them shares the same subcategory as McGraw. The spread across all ten is less than 0.008 — a flat distribution with no structural outlier.

What the wider graph (positions 11–50) confirms is that non-musician entities do eventually appear — CMT at 0.9879, CMA Country Music at 0.9875, and ACM Awards at 0.9853 — but they sit outside the top 10. The top 10 is a tight, genre-coherent band of peers with nearly interchangeable audience shapes.

This pattern describes an audience that is deeply genre-specific and does not diffuse meaningfully across other kinds of entities within its nearest neighbors.

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": "thetimmcgraw", "title": "Tim McGraw", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "thetimmcgraw", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "keithurban", "title": "Keith Urban", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.997, "drivers": [ "N04", "N03", "N01", "M04", "N02" ] }, { "handle": "carrieunderwood", "title": "Carrie Underwood", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.993, "drivers": [ "N04", "N01", "M04", "N03", "M03" ] }, { "handle": "ladya", "title": "Lady A", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9929, "drivers": [ "N04", "N01", "M04", "N03", "N02" ] }, { "handle": "lukebryanonline", "title": "Luke Bryan", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9926, "drivers": [ "N04", "N01", "M04", "N03", "M03" ] }, { "handle": "bradpaisley", "title": "Brad Paisley", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9921, "drivers": [ "N04", "N01", "M04", "M03", "N03" ] }, { "handle": "jason_aldean", "title": "Jason Aldean", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9918, "drivers": [ "N04", "N01", "M04", "N03", "M03" ] }, { "handle": "tobykeith", "title": "Toby Keith", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9914, "drivers": [ "N04", "N01", "M04", "N02", "N03" ] }, { "handle": "faithhill", "title": "Faith Hill", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9908, "drivers": [ "N04", "N01", "N03", "M04", "N02" ] }, { "handle": "dierksbentley", "title": "Dierks Bentley", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9906, "drivers": [ "N04", "N01", "M04", "N03", "M03" ] }, { "handle": "blakeshelton", "title": "Blake Shelton", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9899, "drivers": [ "N04", "N01", "M04", "N02", "M03" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: