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The top 10 neighbors in David Guetta's similarity graph span five distinct subcategories — Musicians and Bands, Actors, Comedians, Athletes, and a TV Channel — with no single kind dominating the set.
The shape is broad, meaning many neighbors register high similarity without any one pulling far ahead of the rest. Eva Longoria Baston leads at 0.95, followed by Zedd at 0.93 and George Lopez at 0.92. Similarity here measures how closely two entities' audiences resemble each other in composition; a score of 0.95 indicates near-identical audience shape, not thematic overlap. Shakira (0.92) and Sofia Vergara (0.91) round out the top five. Fellow musicians account for three of the top 10 — Zedd, Shakira, and Skrillex (0.91) — but the set also includes Manny Pacquiao (0.91, Athletes), George Lopez (Comedians), and SHOWTIME SPORTS (0.90, TV Channels). The cross-kind spread is the defining feature: more than half the top 10 come from subcategories other than Musicians and Bands.
The scores themselves compress into a tight band — 0.90 to 0.95 across the top 10 — which reinforces the broad shape: this audience doesn't belong to one corner of the celebrity landscape, it overlaps broadly with actors, comedians, athletes, and sports media alongside fellow musicians.
