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Castle

Marketing Channels
TV Shows

Castle's top 10 neighbors span five distinct subcategories — TV Shows, Musicians and Bands, TV Channels, Comedians, and Reality TV Stars — with no single type dominating and scores compressed into a narrow band from 0.85 to 0.90.

The shape is flat. Kelly Clarkson leads at 0.90, followed by Criminal Minds at 0.88 and History at 0.88 — a musician, a crime procedural, and a cable channel arriving within two hundredths of each other. Jeff Dunham (0.87, Comedians) and Dancing with the Stars (0.87, TV Shows) continue the pattern. Of the top 10, four are fellow TV Shows — Criminal Minds, Dancing with the Stars, The Big Bang Theory (0.86), and BONES (0.86) — making same-kind neighbors a plurality but not a majority. The remaining six positions go to a musician, a TV channel, a comedian, a reality TV star (Farrah Abraham, 0.86), a TV show (The Voice, 0.86), and The Walking Dead (0.85). The cross-kind presence of Kelly Clarkson at the top slot — outranking every other TV show in the set — is the most structurally notable feature of the cluster.

The flat distribution across subcategories points to an audience that is broadly mainstream rather than tightly genre-defined.

Playground →Docs

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": "castle_abc", "title": "Castle", "category": "Marketing Channels", "subcategory": "TV Shows", "resolved": "castle_abc", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "kellyclarkson", "title": "Kelly Clarkson", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8962, "drivers": [ "N03", "N04", "A01", "A02", "J02" ] }, { "handle": "crimminds_cbs", "title": "Criminal Minds", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.881, "drivers": [ "N03", "N04", "A02", "J02", "G01" ] }, { "handle": "history", "title": "History", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.8755, "drivers": [ "N03", "N04", "H04", "A06", "A02" ] }, { "handle": "jeffdunham", "title": "Jeff Dunham", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.8724, "drivers": [ "N03", "N04", "A02", "G01", "O01" ] }, { "handle": "dancingabc", "title": "Dancing with the Stars", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8679, "drivers": [ "N03", "J02", "A02", "G01", "N04" ] }, { "handle": "bigbangtheory", "title": "The Big Bang Theory", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8614, "drivers": [ "N03", "N04", "A02", "J02", "G01" ] }, { "handle": "f1abraham", "title": "Farrah Abraham", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.8608, "drivers": [ "N03", "N04", "J02", "A01", "A02" ] }, { "handle": "officialbonestv", "title": "BONES", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8604, "drivers": [ "N03", "N04", "J02", "A02", "N02" ] }, { "handle": "nbcthevoice", "title": "The Voice", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8596, "drivers": [ "N03", "N04", "A02", "N02", "G01" ] }, { "handle": "walkingdead_amc", "title": "The Walking Dead", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8491, "drivers": [ "N03", "N04", "J02", "A02", "J01" ] } ] }
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