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Showing content from https://github.com/pandas-dev/pandas/issues/15743 below:

BUG: replace of numeric by string

In [2]: pd.Series([1,2,3]).replace('1', np.nan)
Out[2]: 
0    NaN
1    2.0
2    3.0
dtype: float64

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