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The top 10 neighbors in Ellie Goulding's similarity graph span musicians, actors, a footwear brand, and a film studio — no single category dominates, which is the defining structural feature of a broad-shape audience.
Similarity here measures how closely two entities' audiences resemble each other in composition. The two nearest neighbors are fellow musicians: Lorde at 0.89 and Lady Gaga at 0.89. Charli XCX (0.87) and Sam Smith (0.86) follow, keeping the top five largely within the Musicians and Bands subcategory. But the cluster breaks open quickly: Lindsay Lohan (0.88) and Cara Delevingne (0.86) are both Actors, sitting third and sixth respectively — higher than several fellow musicians. Adele (0.85) and Jared Leto (0.84) extend the musician count, but Leonardo DiCaprio (0.84, Actor) and Converse (0.84, Footwear) round out the ten, pulling the cluster well outside music entirely.
Tallying the top 10: six are Musicians and Bands, three are Actors, and one is a Footwear brand. That cross-kind presence — actors and a consumer brand sitting at near-identical scores to chart-adjacent musicians — signals an audience whose shape is not defined by genre loyalty alone. The spread across subcategories, with scores ranging only from 0.84 to 0.89, confirms the flat band within a broad pattern: no single neighbor pulls decisively ahead, and the audience overlaps almost equally with pop, film, and lifestyle-adjacent spaces.
