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John Stamos

Celebrities and Influencers
Actors
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Nine of John Stamos's ten nearest neighbors by audience shape are fellow actors — a tight, same-kind cluster with scores running from Bruce Campbell at 0.79 down to Steven Yeun at 0.74, a range of just five points across the full set. Similarity here measures how closely two entities' audiences resemble each other in composition; the narrow band across all ten positions is what the flat shape flag captures.

The cluster reads as character actors and ensemble TV veterans rather than any single franchise or era. Bruce Campbell (0.79), Jason Mewes (0.78), and Seth Green (0.78) sit at the top, followed closely by Michael J. Fox (0.77) and Ben Savage (0.76). Katey Sagal (0.75) and William Shatner (0.75) round out the actor bloc. The lone departure from the Actors subcategory is Dane Cook (0.76), a comedian whose audience shape nonetheless fits cleanly within the band. No musicians, TV shows, or brands appear in the top 10.

The overall picture is an audience defined almost entirely by its affinity for actors — with no meaningful cross-kind pull strong enough to break into the nearest ten positions.

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": "johnstamos", "title": "John Stamos", "category": "Celebrities and Influencers", "subcategory": "Actors", "resolved": "johnstamos", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "groovybruce", "title": "Bruce Campbell", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7893, "drivers": [ "O02", "J02", "F03", "A01", "O04" ] }, { "handle": "jaymewes", "title": "Jason Mewes", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7789, "drivers": [ "O02", "O04", "F03", "A01", "C05" ] }, { "handle": "sethgreen", "title": "Seth Green", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7782, "drivers": [ "O02", "Q06", "J02", "A01", "A05" ] }, { "handle": "realmikefox", "title": "Michael J. Fox", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7711, "drivers": [ "H04", "O02", "O04", "N04", "F03" ] }, { "handle": "danecook", "title": "Dane Cook", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.7589, "drivers": [ "O02", "F03", "O04", "H04", "D03" ] }, { "handle": "davidspade", "title": "David Spade", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7583, "drivers": [ "H04", "O02", "O04", "F03", "N04" ] }, { "handle": "bensavage", "title": "Ben Savage", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7583, "drivers": [ "J02", "O02", "O04", "D03", "N04" ] }, { "handle": "kateysagal", "title": "Katey Sagal", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7528, "drivers": [ "N04", "O02", "H04", "A01", "A05" ] }, { "handle": "williamshatner", "title": "William Shatner", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.752, "drivers": [ "O04", "H04", "O02", "Q06", "O03" ] }, { "handle": "steveyeun", "title": "Steven Yeun", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7435, "drivers": [ "N04", "O02", "A01", "J01", "O03" ] } ] }
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