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Doctor Who on BBC America

Marketing Channels
TV Shows
Playground →Docs

The top 10 splits into two distinct neighborhoods: Doctor Who (0.83) anchors one peak as the only other TV Show in the set, while a dense cluster of actors forms the second — six of the remaining nine neighbors carry the Actors subcategory.

The shape is two-peak, and the gap between the peaks is narrow. Doctor Who at 0.83 is the strongest pull, but Bruce Campbell (0.80), Karen Gillan (0.80), and Jason Mewes (0.80) follow within three hundredths of a point, making the actor cluster nearly as strong as the franchise match. Seth Green (0.78) and Nathan Fillion (0.76) extend that cluster further. These are not actors from the show itself — the subcategory field simply identifies them as Actors, a kind whose audiences consistently overlap with this one. Rounding out the top 10 are Alyson Hannigan (0.76), Kevin Smith (0.74, subcategory: Directors), MythBusters (0.73, TV Shows), and Weezer (0.73, Musicians and Bands). The presence of a director, a science-entertainment TV show, and a band in the lower tier suggests the audience shape extends beyond any single kind, but the dominant composition remains actors.

The two-peak structure — one franchise match and one broad actor cluster — indicates an audience that is simultaneously show-loyal and shaped by a wider ecosystem of genre-adjacent celebrity fandom.

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": "doctorwho_bbca", "title": "Doctor Who on BBC America", "category": "Marketing Channels", "subcategory": "TV Shows", "resolved": "doctorwho_bbca", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "bbcdoctorwho", "title": "Doctor Who", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8276, "drivers": [ "I02", "O04", "Q06", "A01", "A05" ] }, { "handle": "groovybruce", "title": "Bruce Campbell", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8046, "drivers": [ "I02", "J02", "O02", "F03", "Q06" ] }, { "handle": "karengillan", "title": "Karen Gillan", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8027, "drivers": [ "I02", "O04", "A01", "N03", "F03" ] }, { "handle": "jaymewes", "title": "Jason Mewes", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7959, "drivers": [ "O02", "Q06", "F03", "O04", "I02" ] }, { "handle": "sethgreen", "title": "Seth Green", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7795, "drivers": [ "Q06", "J02", "O03", "A01", "I02" ] }, { "handle": "nathanfillion", "title": "Nathan Fillion", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7609, "drivers": [ "J02", "I02", "O04", "A01", "F03" ] }, { "handle": "alydenisof", "title": "Alyson Hannigan", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7557, "drivers": [ "N03", "O04", "J02", "O03", "I02" ] }, { "handle": "thatkevinsmith", "title": "Kevin Smith", "category": "Celebrities and Influencers", "subcategory": "Directors", "similarity": 0.7371, "drivers": [ "I02", "Q06", "J02", "F03", "O04" ] }, { "handle": "mythbusters", "title": "MythBusters", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.7291, "drivers": [ "J02", "O02", "Q06", "N04", "O03" ] }, { "handle": "weezer", "title": "Weezer", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.728, "drivers": [ "I02", "N03", "O03", "Q06", "A01" ] } ] }
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