Share

Miranda Lambert

Celebrities and Influencers
Musicians and Bands
Playground →Docs

Miranda Lambert's top 10 neighbors are entirely Musicians and Bands — no TV channels, no awards shows, no non-music entities appear in the set — and they compress into a band of scores so tight it reads less like a ranked list than a single cluster. Similarity here measures how closely two entities' audiences resemble each other in composition; the 0.0062-point spread across all ten neighbors signals that the audience shape is essentially uniform across the group.

Blake Shelton sits at the top (0.9949), followed closely by Brad Paisley (0.9929), Little Big Town (0.9915), and Luke Bryan (0.9915). Martina McBride (0.9911), Lee Brice (0.9908), Jason Aldean (0.9907), and Dierks Bentley (0.9894) follow in a near-continuous line, with Chris Young (0.9893) and Josh Turner (0.9887) rounding out the ten. Every neighbor shares Miranda Lambert's own subcategory — Musicians and Bands — making this a same-kind cluster with no cross-category intrusion in the top 10.

The flat shape reflects an audience that is deeply genre-specific: the people who follow Miranda Lambert follow the broader country music landscape with near-identical consistency across a wide roster of artists.

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": "mirandalambert", "title": "Miranda Lambert", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "mirandalambert", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "blakeshelton", "title": "Blake Shelton", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9949, "drivers": [ "N04", "N01", "M04", "M03", "N02" ] }, { "handle": "bradpaisley", "title": "Brad Paisley", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9929, "drivers": [ "N04", "N01", "M04", "M03", "N02" ] }, { "handle": "littlebigtown", "title": "Little Big Town", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9915, "drivers": [ "N04", "N01", "M04", "M03", "N02" ] }, { "handle": "lukebryanonline", "title": "Luke Bryan", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9915, "drivers": [ "N04", "N01", "M04", "M03", "N02" ] }, { "handle": "martinamcbride", "title": "Martina McBride", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9911, "drivers": [ "N04", "N01", "M04", "N02", "M03" ] }, { "handle": "leebrice", "title": "Lee Brice", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9908, "drivers": [ "N04", "N01", "M04", "M03", "N02" ] }, { "handle": "jason_aldean", "title": "Jason Aldean", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9907, "drivers": [ "N04", "N01", "M04", "M03", "N02" ] }, { "handle": "dierksbentley", "title": "Dierks Bentley", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9894, "drivers": [ "N04", "N01", "M04", "M03", "N02" ] }, { "handle": "chrisyoungmusic", "title": "Chris Young", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9893, "drivers": [ "N04", "N01", "M04", "M03", "N02" ] }, { "handle": "joshturnermusic", "title": "Josh Turner", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9887, "drivers": [ "N01", "N04", "M04", "M03", "N02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: