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Guardian World's top 10 neighbors span three distinct subcategories — magazines, news publishers, and non-profit organizations — with no single type dominating and scores compressed into a narrow band from 0.95 to 0.97.
The shape is flat: similarity scores measure how closely two entities' audiences resemble each other, and here the top neighbor, Vanity Fair (0.97), sits only 0.012 points above the tenth, Amnesty International (0.95). That compression means no single neighbor defines the audience; the cluster defines it collectively. Four of the ten are magazines — Vanity Fair (0.97), Variety (0.96), and two others — while three are fellow news publishers: The Guardian (0.96), Al Jazeera English (0.96), and AFP news agency (0.96). The remaining three are non-profit and activism organizations: Human Rights Watch (0.96), UNHCR, the UN Refugee Agency (0.96), and Amnesty International (0.95), alongside the Guggenheim Museum (0.96) in an education subcategory. The cross-kind presence of human-rights and cultural institutions alongside news and magazine brands is the structural finding: this audience's shape is shared not just by journalism but by internationally oriented civil-society and arts organizations.
The flat distribution suggests an audience that is broadly cosmopolitan in its media diet rather than tightly anchored to any single content type.
