The top 10 neighbors for Lady Gaga span five distinct subcategories — Musicians and Bands, Actors, Film Studios, Websites, and TV Personalities — with no single type dominating and scores compressed into a narrow band from 0.94 down to 0.90. That tight spread is the defining structural feature: no one neighbor pulls away from the pack.
The shape is flat. Lindsay Lohan leads at 0.94, an Actor, followed by Billboard (0.93, a Website), then Adele (0.93, Musicians and Bands) — the first fellow musician in the set. Warner Bros. (0.92) and Sony Pictures (0.92) bring two Film Studios into the top five, a cross-kind presence that is notable given the musician center. Charli XCX (0.91) and Victoria Beckham (0.90) round out the Musicians and Bands count to four of the ten neighbors. Paris Hilton (0.91, TV Personalities) and Converse (social) (0.90, Footwear) add further cross-kind texture, with E! News (0.90, Magazines) closing the set.
The mix — musicians, actors, film studios, a celebrity magazine, a footwear brand, and a TV personality — points to an audience shaped by mainstream entertainment culture broadly rather than by music fandom specifically. The four fellow musicians in the top 10 are outnumbered by entities from film, celebrity media, and fashion, which is the clearest signal in the data.