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About the data. The roster is hand-maintained: federation, gender, birth year, GM title year, and status come from a curated dataset rather than any live feed. Profile links are collected from Wikidata and cover about nine players in ten; they are not checked continuously. Deceased GM records and historical federations (Soviet Union, Yugoslavia, Czechoslovakia, West/East Germany) are sourced from the Wikipedia List of chess grandmasters. Country of birth is sourced from Wikipedia/Wikidata birth-place records where available; it is left blank rather than assumed from current federation when no reliable birth-place data exists.