numpy.char.replace(a, old, new, count=None) For each element in a, return a copy of the string with all occurrences of substring old replaced by new.
Calls str.replace 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.replace.html