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Milo Ventimiglia

Celebrities and Influencers
Actors
Playground →Docs

The top 10 neighbors span five distinct subcategories — no single kind dominates — which is the defining feature of a broad audience shape.

David Harbour leads at 0.80, the strongest pull in the set and the only neighbor above 0.79. From there, the scores descend gradually: the Peter Mayhew Foundation (a Non-Profit) sits at 0.78, followed by actors Lauren Graham (0.76), Mandy Moore (0.76), Chrissy Metz (0.75), and Ed Helms (0.75). That run of actors is the densest cluster in the top 10, but it breaks quickly: LEGO (Toys and Games, 0.74), comedian Anthony Jeselnik (0.74), TV show It's Always Sunny (0.73), and fictional character Kermit the Frog (0.73) round out the set. Tallying the subcategories: six of the ten neighbors are Actors, but the remaining four span Non-Profit, Toys and Games, Comedians, TV Shows, and Fictional Characters — a genuinely mixed periphery. The Peter Mayhew Foundation's placement at second overall (0.78) is the most structurally unexpected entry; a Non-Profit outranking most of the actor neighbors signals that something beyond genre or profession is shaping this audience's composition.

The broad shape here reflects an audience that overlaps widely across entertainment, fandom, and comedy without concentrating tightly around any single type.

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": "miloventimiglia", "title": "Milo Ventimiglia", "category": "Celebrities and Influencers", "subcategory": "Actors", "resolved": "miloventimiglia", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "davidkharbour", "title": "David Harbour", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8021, "drivers": [ "N03", "O04", "M01", "J02", "P06" ] }, { "handle": "thewookieeroars", "title": "Peter Mayhew Foundation", "category": "Organizations", "subcategory": "Non-Profit", "similarity": 0.7769, "drivers": [ "N03", "M01", "O04", "D03", "Q02" ] }, { "handle": "thelaurengraham", "title": "Lauren Graham", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7573, "drivers": [ "N03", "O04", "P06", "G03", "G01" ] }, { "handle": "themandymoore", "title": "Mandy Moore", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7568, "drivers": [ "N03", "M01", "O04", "D03", "J05" ] }, { "handle": "chrissymetz", "title": "Chrissy Metz", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7523, "drivers": [ "N03", "D03", "J02", "M01", "P06" ] }, { "handle": "edhelms", "title": "Ed Helms", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7521, "drivers": [ "N03", "O04", "G03", "M01", "G01" ] }, { "handle": "lego_group", "title": "LEGO", "category": "Brands", "subcategory": "Toys and Games", "similarity": 0.7434, "drivers": [ "N03", "F04", "O04", "M01", "Q05" ] }, { "handle": "anthonyjeselnik", "title": "Anthony Jeselnik", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.7372, "drivers": [ "N03", "O04", "P02", "G03", "H02" ] }, { "handle": "alwayssunnyfxx", "title": "It's Always Sunny", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.7318, "drivers": [ "N03", "D03", "O04", "Q05", "J05" ] }, { "handle": "kermitthefrog", "title": "Kermit the Frog", "category": "Miscellaneous", "subcategory": "Fictional Characters", "similarity": 0.7303, "drivers": [ "N03", "M01", "O04", "G03", "P02" ] } ] }
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