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Matthew West

Celebrities and Influencers
Musicians and Bands
Playground →Docs

Seven of Matthew West's ten nearest neighbors are fellow musicians and bands — a same-kind cluster that spans scores from 0.98 down to 0.95, with almost no separation between them. That compressed range is the defining structural feature here: Third Day at 0.98, Jeremy Camp at 0.98, TobyMac at 0.98, Casting Crowns at 0.98, and MercyMe at 0.98 form a tight band, followed closely by Chris Tomlin at 0.96 and David Crowder at 0.95. No single neighbor dominates; the audience shape is distributed evenly across this group.

The remaining three neighbors break from that pattern without breaking far. Willie Robertson, a TV personality, lands at 0.95, and two athletes — Chase Elliott at 0.94 and Michael Waltrip at 0.94 — close out the top 10. Both athletes are NASCAR figures, suggesting the audience shape extends into a motorsports-adjacent zone that sits just outside the core musician cluster. No other subcategories appear in the top 10.

The flat shape here reflects an audience that maps tightly onto one recognizable cultural neighborhood, with a consistent signal across many neighbors rather than a single defining pull.

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": "matthew_west", "title": "Matthew West", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "matthew_west", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "thirdday", "title": "Third Day", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9813, "drivers": [ "N02", "N04", "M04", "N01", "L03" ] }, { "handle": "jeremycamp", "title": "Jeremy Camp", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.979, "drivers": [ "N02", "N04", "M04", "N01", "A02" ] }, { "handle": "tobymac", "title": "TobyMac", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9765, "drivers": [ "N02", "M04", "N04", "A06", "N01" ] }, { "handle": "castingcrowns", "title": "Casting Crowns", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9763, "drivers": [ "N02", "N04", "M04", "N01", "L03" ] }, { "handle": "mercyme", "title": "MercyMe", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9759, "drivers": [ "N02", "N04", "M04", "N01", "A02" ] }, { "handle": "christomlin", "title": "Chris Tomlin", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9622, "drivers": [ "N02", "M04", "N04", "A02", "N01" ] }, { "handle": "crowdermusic", "title": "David Crowder", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9505, "drivers": [ "N04", "M04", "N02", "L03", "A02" ] }, { "handle": "williebosshog", "title": "Willie Robertson", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.9469, "drivers": [ "N02", "N04", "N01", "M04", "L03" ] }, { "handle": "chaseelliott", "title": "Chase Elliott", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9449, "drivers": [ "N04", "N01", "M04", "L03", "N02" ] }, { "handle": "mw55", "title": "Michael Waltrip", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9434, "drivers": [ "N04", "N01", "M04", "N02", "L03" ] } ] }
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