Mariah Carey's top 10 neighbors are a dense, same-kind cluster — nine of the ten are fellow Musicians and Bands, with VH1 (0.97) the lone non-musician in the set.

The shape is flat: scores run from Alicia Keys at 0.99 down to Ice Cube at 0.97, a spread of just two points across all ten neighbors. No single entity dominates; the cluster holds together as a tight band. The musicians span R&B, hip-hop, and pop — Jordin Sparks (0.98), AKON (0.98), Dr. Dre (0.97), Will.i.am (0.97), J. Cole (0.97), Nicki Minaj (0.97) — suggesting the audience composition that draws people to Mariah Carey is broadly shared across a wide range of contemporary Black music acts. VH1, a TV channel subcategory, sits at 0.97 and is the only non-musician in the top 10, which is consistent with a cluster anchored in music-television culture.

What's absent from the top 10 is any athlete, actor, comedian, or brand — categories that do appear further out in the wider neighbor set. Within these ten, the audience shape is almost entirely defined by other musicians, with a single music-TV channel reinforcing the same cultural lane.

This flat, same-kind structure indicates an audience whose composition is characteristic of a broad swath of popular music fandom rather than a narrowly defined niche.