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Zuby

Celebrities and Influencers
Musicians and Bands
Playground →Docs

At 0.91, Matt Walsh and Tim Pool sit nearly level at the top of Zuby's neighbor set — two distinct poles that together define a two-peak audience shape bridging opinion commentary and independent journalism.

The top 10 breaks down into three overlapping subcategory clusters: Authors (Matt Walsh at 0.91, Michael Knowles at 0.85), Journalists (Tim Pool at 0.91), Politicians (Dan Crenshaw at 0.88, Ben Shapiro at 0.86, Jesse Kelly at 0.84), Activists (Ashley StClair at 0.88, Allie Beth Stuckey at 0.87), and Websites (The Babylon Bee at 0.89, The Daily Wire at 0.87). Every neighbor in the top 10 falls within the Celebrities and Influencers or Marketing Channels categories, and not one shares Zuby's own subcategory of Musicians and Bands. The audience that follows Zuby looks structurally identical to audiences for political commentators, conservative media outlets, and activist voices — not to audiences for other musicians.

That cross-kind pattern is the defining feature here: a musician whose nearest audience neighbors are entirely drawn from political commentary and opinion media.

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": "zubymusic", "title": "Zuby", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "zubymusic", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "mattwalshblog", "title": "Matt Walsh", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.9134, "drivers": [ "Q01", "I01", "E06", "M01", "A05" ] }, { "handle": "timcast", "title": "Tim Pool", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9052, "drivers": [ "Q01", "I01", "E06", "M01", "O04" ] }, { "handle": "thebabylonbee", "title": "The Babylon Bee", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.891, "drivers": [ "Q01", "I01", "A05", "M01", "E06" ] }, { "handle": "stclairashley", "title": "Ashley StClair", "category": "Celebrities and Influencers", "subcategory": "Activists", "similarity": 0.8805, "drivers": [ "Q01", "I01", "M01", "A05", "E06" ] }, { "handle": "dancrenshawtx", "title": "Dan Crenshaw", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.8773, "drivers": [ "Q01", "I01", "M01", "A05", "E06" ] }, { "handle": "realdailywire", "title": "The Daily Wire", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.8669, "drivers": [ "Q01", "I01", "N03", "M01", "E06" ] }, { "handle": "conservmillen", "title": "Allie Beth Stuckey", "category": "Celebrities and Influencers", "subcategory": "Activists", "similarity": 0.8653, "drivers": [ "Q01", "N03", "I01", "A05", "E06" ] }, { "handle": "benshapiro", "title": "Ben Shapiro", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.8626, "drivers": [ "Q01", "I01", "M01", "E06", "A05" ] }, { "handle": "michaeljknowles", "title": "Michael Knowles", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.8507, "drivers": [ "Q01", "I01", "E06", "A05", "M01" ] }, { "handle": "jessekellydc", "title": "Jesse Kelly", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.8424, "drivers": [ "Q01", "I01", "A05", "M01", "C02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: