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Keith Urban

Celebrities and Influencers
Musicians and Bands
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Keith Urban's top 10 neighbors form a tightly packed cluster of country music acts and country-format media, with scores spanning just 0.014 — from Tim McGraw at 0.997 down to Luke Bryan at 0.986. That narrow band is the defining structural feature: no single neighbor dominates, and no neighbor falls meaningfully behind.

Nine of the ten neighbors carry the Musicians and Bands subcategory. The list reads as a who's-who of mainstream country: Lady A (0.99), Faith Hill (0.99), Carrie Underwood (0.989), Toby Keith (0.987), Jason Aldean (0.987), and Dierks Bentley (0.987). The one exception is CMA Country Music (0.988), a TV show subcategory entry that sits comfortably inside the same band — its audience shape is indistinguishable from the artists surrounding it. No non-country media, no cross-genre musicians, and no non-music entities appear in the top 10.

The flat shape here reflects a genre audience with unusually consistent composition: the people who follow one mainstream country act follow nearly all of them, and the format's dedicated TV programming draws the same crowd.

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": "keithurban", "title": "Keith Urban", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "keithurban", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "thetimmcgraw", "title": "Tim McGraw", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.997, "drivers": [ "N04", "N03", "N01", "M04", "N02" ] }, { "handle": "ladya", "title": "Lady A", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9905, "drivers": [ "N04", "N01", "N03", "M04", "N02" ] }, { "handle": "faithhill", "title": "Faith Hill", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9895, "drivers": [ "N04", "N01", "N03", "M04", "N02" ] }, { "handle": "carrieunderwood", "title": "Carrie Underwood", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9887, "drivers": [ "N04", "N01", "M04", "N03", "M03" ] }, { "handle": "countrymusic", "title": "CMA Country Music", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9882, "drivers": [ "N04", "N01", "N03", "M04", "N02" ] }, { "handle": "tobykeith", "title": "Toby Keith", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9872, "drivers": [ "N04", "N01", "M04", "N03", "N02" ] }, { "handle": "jason_aldean", "title": "Jason Aldean", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9868, "drivers": [ "N04", "N01", "N03", "M04", "M03" ] }, { "handle": "dierksbentley", "title": "Dierks Bentley", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9866, "drivers": [ "N04", "N01", "M04", "N03", "M03" ] }, { "handle": "cmt", "title": "CMT", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.9863, "drivers": [ "N04", "N01", "N03", "M04", "N02" ] }, { "handle": "lukebryanonline", "title": "Luke Bryan", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9861, "drivers": [ "N04", "N01", "M04", "N03", "M03" ] } ] }
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