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Ringo Starr

Celebrities and Influencers
Musicians and Bands
Playground →Docs

Kevin Bacon sits at 0.82 in Ringo Starr's top 10 — higher than Keith Richards (0.78), Mick Jagger (0.70), and The Beatles (0.66) — making an actor the third-strongest audience overlap for a musician.

The two-peak shape is anchored by Paul McCartney (0.85) and Elton John (0.85), two fellow Musicians and Bands who form a tight cluster at the top. Below them, the neighbor set fractures into a second, distinct neighborhood: Actors dominate positions three through ten, with Kevin Bacon, Tom Arnold, and William Shatner all appearing alongside Valerie Bertinelli (TV Personalities) and Chip Franklin (Journalists). Among fellow Musicians and Bands in the top 10, only Keith Richards (0.78), Mick Jagger (0.70), and The Beatles (0.66) appear — meaning the rock-era musician cluster is real but outnumbered by screen talent. The audience bridges classic rock and a cohort of older-generation entertainment figures whose audiences share a comparable composition regardless of medium.

That cross-kind pull — a musician whose nearest audiences skew heavily toward actors and TV personalities rather than other musicians — is the defining structural feature of this similarity graph.

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": "ringostarrmusic", "title": "Ringo Starr", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "ringostarrmusic", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "paulmccartney", "title": "Paul McCartney", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8503, "drivers": [ "N03", "K03", "K02", "O04", "J05" ] }, { "handle": "eltonofficial", "title": "Elton John", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.846, "drivers": [ "N03", "K02", "K03", "O04", "E02" ] }, { "handle": "kevinbacon", "title": "Kevin Bacon", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8209, "drivers": [ "N03", "O04", "H04", "F04", "Q02" ] }, { "handle": "officialkeef", "title": "Keith Richards", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.7801, "drivers": [ "N03", "K02", "K03", "J05", "J02" ] }, { "handle": "tomarnold", "title": "Tom Arnold", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7216, "drivers": [ "N03", "K02", "Q06", "F04", "K03" ] }, { "handle": "chipfranklin", "title": "Chip Franklin", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.718, "drivers": [ "N03", "K02", "J05", "K03", "Q06" ] }, { "handle": "williamshatner", "title": "William Shatner", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7141, "drivers": [ "N03", "K03", "K02", "O04", "Q06" ] }, { "handle": "wolfiesmom", "title": "Valerie Bertinelli", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.6999, "drivers": [ "N03", "K02", "K03", "O04", "Q06" ] }, { "handle": "mickjagger", "title": "Mick Jagger", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.6974, "drivers": [ "K02", "N03", "K03", "J05", "J02" ] }, { "handle": "hwinkler4real", "title": "Henry Winkler", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.6951, "drivers": [ "N03", "O04", "K03", "K02", "F04" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: