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Hamilton's top 10 nearest neighbors span actors, comedians, a TV show, a musician, and a podcast network — with no single subcategory dominating and scores compressed between 0.98 and 0.94. That tight band is the defining structural fact: this is a flat shape, where the audience overlaps broadly across a diverse mix rather than concentrating on one type.
Similarity here measures how closely two entities' audiences resemble each other in composition. Lin-Manuel Miranda leads at 0.98, the only Musicians and Bands entry in the top 10. Four actors follow closely — Phillipa Soo (0.97), Leslie Odom, Jr. (0.96), Daveed Diggs (0.96), and Renée Elise Goldsberry (0.96) — all cast members, which makes them the most concentrated subcategory cluster in the set. After them, the neighbor list opens up considerably: Colin Jost (0.96) is a Comedian, Last Week Tonight (0.95) is a TV Show, Josh Malina (0.95) is an Actor, Amanda Gorman (0.95) is an Author, and John Mulaney (0.94) is a Comedian. No other Musicals appear in the top 10 — Hamilton's nearest audience neighbors are almost entirely individual performers and media channels, not peer productions.
The flat shape, combined with the cross-kind spread across actors, comedians, authors, and TV programming, points to an audience that organizes around a particular cultural sensibility rather than a single genre or format.
