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U2

Celebrities and Influencers
Musicians and Bands

U2's top 10 neighbors span ten different subcategories — activism, comedy, retail, politics, religion, and more — with Bruce Springsteen (0.85) the only fellow musician in the set.

The shape is flat: scores run from 0.86 down to 0.82 with no single dominant neighbor and no cluster pulling ahead. Republican Voters Against Trump sits at the top (0.86), followed closely by Springsteen (0.85), Jerry Seinfeld (0.84), and Howard Stern (0.84). Pope Francis (0.83) and Mitt Romney (0.82) round out a neighbor set that also includes J. Crew Factory (0.82), Ethan Allen (0.82), Jason Alexander (0.82), and Alexander S. Vindman (0.82). The subcategory distribution is maximally diverse: every one of the ten neighbors belongs to a different subcategory. That breadth — an activism organization, a spiritual leader, a politician, a comedian, a furniture retailer, and an actor all landing within four hundredths of each other — signals an audience whose shape is not defined by music fandom alone.

The flat, cross-kind pattern here suggests U2's audience overlaps broadly with a particular demographic profile that cuts across entertainment, civic, and retail categories rather than concentrating within any single one.

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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": "u2", "title": "U2", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "u2", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "rvat2020", "title": "Republican Voters Against Trump", "category": "Organizations", "subcategory": "Activism", "similarity": 0.8555, "drivers": [ "A01", "A04", "J01", "J04", "J02" ] }, { "handle": "springsteen", "title": "Bruce Springsteen", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8478, "drivers": [ "A01", "A04", "J04", "J01", "J02" ] }, { "handle": "jerryseinfeld", "title": "Jerry Seinfeld", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.8409, "drivers": [ "A01", "A04", "G01", "J04", "A02" ] }, { "handle": "howardstern", "title": "Howard Stern", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.8404, "drivers": [ "A04", "A01", "J04", "J01", "J02" ] }, { "handle": "pontifex", "title": "Pope Francis", "category": "Celebrities and Influencers", "subcategory": "Spiritual Leaders", "similarity": 0.834, "drivers": [ "A01", "A04", "J04", "J01", "G01" ] }, { "handle": "j-crew-factory", "title": "J. Crew Factory", "category": "Apparel", "subcategory": "General", "similarity": 0.8223, "drivers": [ "A04", "A01", "J04", "M01", "J01" ] }, { "handle": "mittromney", "title": "Mitt Romney", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.8198, "drivers": [ "A01", "J01", "A04", "J02", "P02" ] }, { "handle": "ethan-allen", "title": "Ethan Allen", "category": "Retail", "subcategory": "Furniture Stores", "similarity": 0.8194, "drivers": [ "A01", "A04", "J04", "J01", "M01" ] }, { "handle": "ijasonalexander", "title": "Jason Alexander", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8191, "drivers": [ "A01", "J04", "A04", "G01", "P02" ] }, { "handle": "avindman", "title": "Alexander S. Vindman", "category": "Celebrities and Influencers", "subcategory": "Government Officials", "similarity": 0.8173, "drivers": [ "A01", "J01", "A04", "J04", "J02" ] } ] }
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