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The top 10 neighbors for Justin Trudeau span six distinct subcategories — Activists, Politicians, Comedians, Journalists, a TV Show, and a Magazine — with scores compressed into a narrow band from 0.98 down to 0.96, the hallmark of a flat shape.
Greta Thunberg (0.98) sits at the top, followed closely by Andrew Yang (0.98), the only other Politician in the set. John Oliver (0.97) and Last Week Tonight (0.96) represent the Comedian and TV Show subcategories respectively — a pairing that reflects the same audience rather than two separate ones. Weijia Jiang (0.96) and Scientific American (0.96) round out the top six, adding Journalists and Magazines to the mix. Further down, Padma Lakshmi (0.96), Dalai Lama (0.96), Richard Dawkins (0.96), and Edward Snowden (0.96) extend the cluster across TV Personalities, Spiritual Leaders, Authors, and Activists. The dominant pattern is cross-kind: only one other Politician appears in the top 10, while Activists (Thunberg, Snowden), media figures, and science-adjacent outlets collectively define the shape. The audience that follows Trudeau looks less like a political constituency and more like a coalition organized around progressive commentary, science media, and civic activism.
This flat, cross-kind cluster suggests an audience that moves fluidly across political, journalistic, and cultural figures rather than anchoring to any single type.
