numpy.char.translate(a, table, deletechars=None) For each element in a, return a copy of the string where all characters occurring in the optional argument deletechars are removed, and the remaining characters have been mapped through the given translation table.
Calls str.translate element-wise.
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See also
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https://docs.scipy.org/doc/numpy-1.17.0/reference/generated/numpy.char.translate.html