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Bob's Burgers

Marketing Channels
TV Shows
Playground →Docs

Actors dominate Bob's Burgers' nearest audiences — but the spread across subcategories is what defines this shape.

The similarity scores here run broad, with Kesha leading at 0.74 and the remaining nine neighbors descending gradually to South Park at 0.66. No single neighbor pulls far ahead of the rest. Tallying the subcategories across the top 10: six are Actors (Felicia Day at 0.70, Seth Green at 0.70, Elijah Wood at 0.69, Macaulay Culkin at 0.68, Zachary Levi at 0.65, Bruce Campbell at 0.66), one is a Musician (Kesha), one is a Director (Kevin Smith at 0.69), one is a Fictional Character (Isabelle at 0.67), and two are TV Shows (Doctor Who at 0.66, South Park at 0.66). The center entity is itself a TV Show, making Doctor Who and South Park the only same-kind neighbors in the top 10 — the rest are celebrities, predominantly actors with cult-fandom profiles.

The pattern is a geek-adjacent celebrity cluster: actors and personalities associated with genre film, cult TV, and internet-era fandom, rather than mainstream broadcast audiences. The broad shape with no dominant spike reflects an audience that overlaps widely across this particular cultural stratum rather than concentrating around any single comparable show.

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": "bobsburgersfox", "title": "Bob's Burgers", "category": "Marketing Channels", "subcategory": "TV Shows", "resolved": "bobsburgersfox", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "kesharose", "title": "Kesha", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.7367, "drivers": [ "H02", "I01", "I03", "A01", "A05" ] }, { "handle": "feliciaday", "title": "Felicia Day", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7031, "drivers": [ "H02", "Q06", "I03", "I01", "A01" ] }, { "handle": "sethgreen", "title": "Seth Green", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.6953, "drivers": [ "Q06", "A01", "A05", "J02", "I03" ] }, { "handle": "elijahwood", "title": "Elijah Wood", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.6934, "drivers": [ "I01", "H02", "Q01", "A01", "Q06" ] }, { "handle": "jason_mraz", "title": "Jason Mraz", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.6897, "drivers": [ "I01", "H02", "Q06", "A01", "A05" ] }, { "handle": "thatkevinsmith", "title": "Kevin Smith", "category": "Celebrities and Influencers", "subcategory": "Directors", "similarity": 0.6864, "drivers": [ "Q06", "A01", "I01", "A05", "J02" ] }, { "handle": "incredibleculk", "title": "Macaulay Culkin", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.6791, "drivers": [ "N03", "I03", "Q06", "I01", "H02" ] }, { "handle": "animalcrossing", "title": "Isabelle", "category": "Miscellaneous", "subcategory": "Fictional Characters", "similarity": 0.6747, "drivers": [ "N03", "A01", "H02", "I03", "J02" ] }, { "handle": "bbcdoctorwho", "title": "Doctor Who", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.6648, "drivers": [ "I03", "A05", "A01", "N03", "Q06" ] }, { "handle": "southpark", "title": "South Park", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.6622, "drivers": [ "Q06", "A01", "I03", "O02", "A05" ] } ] }
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