I am trying to identify whether a name belongs to a man or a woman from a large dataset by using MySQL. I couldn’t find any common things between those names. How can I identify a name belongs to a woman or a man?
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You cannot sensibly. Get a list of names and the sex it usually corresponds to. Compare your names with that list. And keep in mind that there are names which are common for women and men.
Names do not really allow to conclude the gender.