The top 10 neighbors for Cornel West span news publishers, non-profits, fellow academics, musicians, activists, a TV personality, and an actor — a mixed subcategory cluster with no single dominant type and no standout score gap between them.

The shape is flat: scores run from The Root at 0.99 down to Janelle Monáe at 0.97, a range of just 0.02 across all ten positions. NAACP (0.99) and Marc Lamont Hill (0.99) sit just behind The Root, followed by Melissa Harris-Perry (0.98) and Black Girl Nerds (0.98). Marc Lamont Hill and Melissa Harris-Perry are the only two neighbors who share West's own subcategory — Academics — making them the closest same-kind matches in the set. The remaining eight neighbors are drawn from news publishers, a non-profit, musicians, an activist, and a TV personality, meaning the audience shape is defined less by academic content than by a broader cross-kind cluster. Questlove (0.98) and Shaun King (0.97) represent the musician and activist ends of that range, while Shonda Rhimes (0.97) and Issa Rae (0.97) bring TV personality and actor subcategories into the top 10.

The flat, tightly compressed scores indicate an audience that distributes evenly across a wide variety of entity types rather than concentrating around any single neighbor or kind.