Playground →
Nine of Will.i.am's ten nearest neighbors by audience shape are fellow musicians, with scores running from Alicia Keys at 0.99 down to Kendrick Lamar at 0.97 — a dense, same-kind cluster with almost no spread between positions one and ten.
The shape is flat: no single neighbor dominates, and the scores compress into a tight band rather than tapering off. The nine musicians span a wide stylistic range — Rihanna (0.98), Nicki Minaj (0.97), Pharrell Williams (0.97), Mariah Carey (0.97), AKON (0.97), Ne-Yo (0.97), and 50 Cent (0.97) — yet their audiences all look structurally similar to Will.i.am's. The one departure from the musician cluster is VH1 at 0.96, a TV channel whose audience composition lands just inside the top 10, suggesting some overlap with the broader music-television viewership that surrounds this space. No athletes, actors, or media brands appear in the top 10 until VH1 breaks the streak at position ten.
The overall picture is a tightly self-similar audience: people who follow Will.i.am tend to look almost indistinguishable, in compositional terms, from the audiences of a broad cross-section of mainstream and hip-hop musicians.
