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Geographic distribution

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Gender distribution

inferred

Top publishers

Editor records

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Gender (inferred*): Algorithmically inferred from first names using gender-guesser. Not self-reported gender identity. "andy" = androgynous (ambiguous name).

Affiliation: Shows the ROR canonical name when matched. Click [ROR] for the registry entry, [raw] to see the original scraped text.

h-index: From OpenAlex. Missing when no author profile was matched.

Roles: Standardized from publisher-specific titles.

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