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FearTWD

Marketing Channels
TV Shows
Playground →Docs

The top 10 neighbors for FearTWD span five distinct subcategories — TV Shows, Actors, Musicians and Bands, TV Personalities, and one Movie Franchise — with no single type dominating and scores compressed into a narrow band from 0.93 down to 0.88. That flat distribution is the defining structural fact here.

The Walking Dead leads at 0.93, the only neighbor that shares FearTWD's own subcategory in the top 10. The next two positions belong to actors from the same franchise universe: Michael Cudlitz at 0.93 and Norman Reedus at 0.92, followed by Emily Kinney at 0.92. That cluster of three actors sits nearly as close as the parent show itself, which signals that cast identity is a meaningful component of this audience's shape. Then the pattern shifts: Kelly Clarkson at 0.91 and Chanel West Coast at 0.90 — both Musicians and Bands — appear before the next TV Show, The Big Bang Theory at 0.89. Gwen Stefani (0.89), Ozzy Osbourne (0.89), and Criminal Minds (0.89) round out the ten. The musician presence — four of the top 10 — is the cross-kind finding: an audience shaped as much by mainstream and rock acts as by genre-adjacent television.

The flat shape reflects an audience with broad, evenly distributed overlap across TV, actors, and musicians rather than a tight niche defined by any single neighbor.

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": "feartwd", "title": "FearTWD", "category": "Marketing Channels", "subcategory": "TV Shows", "resolved": "feartwd", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "walkingdead_amc", "title": "The Walking Dead", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9291, "drivers": [ "N03", "N04", "A02", "J01", "O03" ] }, { "handle": "cudlitz", "title": "Michael Cudlitz", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9271, "drivers": [ "N04", "N03", "O03", "A02", "O02" ] }, { "handle": "wwwbigbaldhead", "title": "Norman Reedus", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9184, "drivers": [ "N04", "N03", "A02", "J01", "O02" ] }, { "handle": "emmykinney", "title": "Emily Kinney", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9153, "drivers": [ "N04", "A02", "N03", "J01", "O02" ] }, { "handle": "kellyclarkson", "title": "Kelly Clarkson", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.914, "drivers": [ "N03", "N04", "A02", "A01", "O03" ] }, { "handle": "chanelwestcoast", "title": "Chanel West Coast", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8954, "drivers": [ "N03", "N04", "A02", "O02", "A01" ] }, { "handle": "bigbangtheory", "title": "The Big Bang Theory", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8912, "drivers": [ "N03", "N04", "A02", "G01", "O02" ] }, { "handle": "gwenstefani", "title": "Gwen Stefani", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8891, "drivers": [ "N03", "N04", "A02", "A01", "O03" ] }, { "handle": "ozzyosbourne", "title": "Ozzy Osbourne", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8874, "drivers": [ "N03", "N04", "O03", "O02", "A02" ] }, { "handle": "crimminds_cbs", "title": "Criminal Minds", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8869, "drivers": [ "N03", "N04", "A02", "O02", "O03" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: