His site blocks me as a bot, so posting here.<p>Pandas str replace is almost certainly faster than Numba:<p><a href="https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.Series.str.replace.html" rel="nofollow">https://pandas.pydata.org/pandas-docs/stable/reference/api/p...</a>