Playground →
The top 10 neighbors for Chance The Rapper form a tightly compressed cluster of fellow musicians — seven of the ten share the Musicians and Bands subcategory — with scores spanning only 0.93 to 0.91, a range narrow enough that no single neighbor stands out as a dominant pull.
The shape is flat. SZA leads at 0.93, followed closely by Lupe Fiasco (0.92), Common (0.92), Pusha T (0.92), John Legend (0.92), Beyoncé (0.92), and Kendrick Lamar (0.92). The remaining three positions break from that pattern: Michael B. Jordan (0.92) and Halle Berry (0.91) are Actors, and Keke Palmer (0.91) is also an Actor. That three of the ten nearest neighbors are Actors — not musicians — is the cross-kind signal worth noting. No other subcategory appears in the top 10; there are no TV Personalities, no Magazines, no Websites among these ten closest positions, though all of those appear further out in the broader neighbor set.
The overall picture is an audience whose shape is defined almost entirely by other musicians, with a consistent secondary pull toward actors — a pattern that holds across a remarkably compressed similarity band.
