The top 10 neighbors for Larry Elder distribute across five subcategories — journalists, TV personalities, politicians, an author, a podcaster, and an activist — with scores compressed between 0.95 and 0.96. That narrow band, not any single dominant neighbor, is the structural finding: audience shape similarity (a 0–1 cosine-style measure) is nearly uniform across a genuinely varied cast.
Three of the ten share Elder's own subcategory as journalists: Sara A. Carter (0.96), John Solomon (0.96), and Jack Posobiec (0.95). The remaining seven span TV personalities — Lisa Boothe (0.96) and Greg Gutfeld (0.95) — politicians — Burgess Owens (0.96) and Tom Fitton (0.95) — an author in Dinesh D'Souza (0.96), a podcast and radio channel in Mark R. Levin (0.95), and an activist in Brandon Straka (0.95). No single subcategory commands the cluster; the audience overlaps with journalists and non-journalists at essentially the same rate.
The flat shape reflects an audience whose composition is stable and consistent enough to match across formats and roles without concentrating around any one type.