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Paul Wesley

Celebrities and Influencers
Actors
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The top 10 neighbors span five distinct subcategories — actors, TV shows, musicians and bands, a TV personality, and a musician-band — with no single kind dominating the way it would in a tighter niche.

The shape is broad, and the scores reflect it: every neighbor in the top 10 sits between 0.91 and 0.97, a compressed band with no dramatic drop-off. Ian Somerhalder leads at 0.97, followed by Channing Tatum at 0.96 and Liam Hemsworth at 0.93 — all actors, matching Paul Wesley's own subcategory. But the cluster doesn't stay within that lane. Supernatural (0.93) and The Walking Dead (0.92) are TV Shows, not actors, and Slipknot (0.91) is a Musicians and Bands entry — a subcategory that accounts for one of the ten neighbors. Nina Dobrev (0.93) and Mark Sheppard (0.92) round out the actor contingent, while Aaron Goodwin (0.91) is the lone TV Personality in the set.

Tallying the top 10: five actors (Somerhalder, Tatum, Hemsworth, Dobrev, Sheppard), two TV Shows (Supernatural, The Walking Dead), one TV Personality (Goodwin), one Musicians and Bands entry (Slipknot), and Zac Efron (0.91) as a fifth actor. The cross-kind presence of genre TV properties and a heavy-metal band alongside a cluster of actors signals an audience that organizes around a specific entertainment sensibility — CW-era genre drama and its adjacent fandoms — rather than around any single entity type.

The broad shape here reflects an audience with wide but coherent overlap across actors, prestige-adjacent TV, and fan-culture music acts.

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": "paulwesley", "title": "Paul Wesley", "category": "Celebrities and Influencers", "subcategory": "Actors", "resolved": "paulwesley", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "iansomerhalder", "title": "Ian Somerhalder", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9714, "drivers": [ "N03", "N04", "A01", "J05", "O02" ] }, { "handle": "channingtatum", "title": "Channing Tatum", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9559, "drivers": [ "N03", "N04", "A01", "O02", "O03" ] }, { "handle": "liamhemsworth", "title": "Liam Hemsworth", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9316, "drivers": [ "N03", "N04", "A01", "A02", "O03" ] }, { "handle": "cw_spn", "title": "Supernatural", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9288, "drivers": [ "N03", "N04", "O03", "O02", "A01" ] }, { "handle": "ninadobrev", "title": "Nina Dobrev", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9287, "drivers": [ "N03", "N04", "A01", "A02", "O03" ] }, { "handle": "walkingdead_amc", "title": "The Walking Dead", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.919, "drivers": [ "N03", "N04", "A01", "A02", "O02" ] }, { "handle": "mark_sheppard", "title": "Mark Sheppard", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9183, "drivers": [ "N03", "N04", "O02", "O03", "A01" ] }, { "handle": "slipknot", "title": "Slipknot", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9118, "drivers": [ "N03", "N04", "O02", "O03", "A01" ] }, { "handle": "zacefron", "title": "Zac Efron", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9108, "drivers": [ "N03", "A01", "A02", "N04", "J05" ] }, { "handle": "cworiginals", "title": "The Originals", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9098, "drivers": [ "N03", "N04", "F04", "N01", "O03" ] } ] }
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