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The top 10 neighbors for Kim Kardashian are dominated by musicians, with only two fellow Reality TV Stars in the set — and the scores compress into a narrow band from 0.98 down to 0.96, the hallmark of a flat shape.
Similarity here measures how closely two entities' audiences resemble each other in composition. Iggy Azalea leads at 0.98, followed by Jennifer Lopez at 0.97 and Bruno Mars at 0.97. These three are all Musicians and Bands — a subcategory that accounts for six of the ten neighbors. The two Reality TV Stars in the set are Khloé Kardashian at 0.97 and Kris Jenner at 0.96, both from the same franchise. Rounding out the top 10 are The Weeknd at 0.96, Black Eyed Peas at 0.96, Paris Hilton at 0.96 (TV Personalities), Kourtney Kardashian at 0.96, and MTV at 0.96 — a TV Channel. The presence of MTV alongside a cluster of musicians points to an audience shaped as much by music-entertainment culture as by reality television.
No single neighbor pulls away from the pack; the range across all ten is barely two percentage points, confirming the flat structure. The overall picture is an audience whose shape is defined primarily by mainstream music fandom, with reality TV family ties as a secondary thread.
