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Why is so much sports science research hard to reproduce? Why do some sports rank competitors by points and others by head to head records? Why are defensive players so often called the most underrated? How do ranking points from one competition affect entry into another? Why do outdoor records need wind and altitude notes attached? Who corrects official sports statistics after a recording error? How live match data is collected by courtside statisticians Who decides what counts as an assist and what counts as an error? Per-game or per-minute: why rate statistics change the whole picture Why do two websites report different numbers for the same match? How does seeding decide who meets whom in a knockout draw? Which numbers actually tell you whether a player is good? What counts as a milestone for a defensive specialist? Average NBA salary is skewed upward by a few supermax deals How are advanced metrics built and what do they leave out?

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