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Lady A

Celebrities and Influencers
Musicians and Bands
Playground →Docs

The top 10 neighbors for Lady A form a tightly compressed cluster of country music acts and country-format media — no standout outlier, no cross-genre pull, just a dense band of same-kind audiences.

Similarity here measures how closely two entities' audience compositions resemble each other. The shape is flat: scores run from 0.99 at the top to 0.99 at the bottom of the ten, with no single neighbor pulling away from the pack. Rascal Flatts leads at 0.99, followed immediately by Tim McGraw at 0.99 and CMT at 0.99. Billy Currington and Little Big Town sit at 0.99 as well, with Keith Urban, Brad Paisley, Toby Keith, Luke Bryan, and Jason Aldean rounding out the ten between 0.99 and 0.99.

Nine of the ten neighbors are Musicians and Bands; the lone exception is CMT, a TV Channel. There is no cross-category drift in the top 10 — no actors, no sports figures, no general-interest media. The one non-musician neighbor is itself a country-format channel, which reinforces rather than disrupts the genre-specific character of the cluster. The scores are so tightly grouped — spanning less than 0.005 across all ten — that rank order carries almost no structural meaning; what matters is the uniformity of the set.

This audience shape signals a genre-defined audience with very little overlap into adjacent entertainment categories, at least within the top 10.

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": "ladya", "title": "Lady A", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "ladya", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "rascalflatts", "title": "Rascal Flatts", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9935, "drivers": [ "N04", "N01", "M04", "N02", "M03" ] }, { "handle": "thetimmcgraw", "title": "Tim McGraw", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9929, "drivers": [ "N04", "N01", "M04", "N03", "N02" ] }, { "handle": "cmt", "title": "CMT", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.9914, "drivers": [ "N04", "N01", "M04", "N03", "N02" ] }, { "handle": "billycurrington", "title": "Billy Currington", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9913, "drivers": [ "N04", "N01", "M04", "N02", "M03" ] }, { "handle": "littlebigtown", "title": "Little Big Town", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9912, "drivers": [ "N04", "N01", "M04", "N02", "M03" ] }, { "handle": "keithurban", "title": "Keith Urban", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9905, "drivers": [ "N04", "N01", "N03", "M04", "N02" ] }, { "handle": "bradpaisley", "title": "Brad Paisley", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9903, "drivers": [ "N04", "N01", "M04", "M03", "N03" ] }, { "handle": "tobykeith", "title": "Toby Keith", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9901, "drivers": [ "N04", "N01", "M04", "N02", "N03" ] }, { "handle": "lukebryanonline", "title": "Luke Bryan", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9896, "drivers": [ "N04", "N01", "M04", "M03", "N02" ] }, { "handle": "jason_aldean", "title": "Jason Aldean", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9895, "drivers": [ "N04", "N01", "M04", "N03", "M03" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: