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In [34]: pd.Series(['1', '2', '3']).median()
Out[34]: 2.0
In [36]: pd.DataFrame({"A": ['1', '2', '3']}).median()
Out[36]:
A 2.0
dtype: float64 Problem description
median should not convert the input types. We seem to explicitly convert all non-float dtypes in nanmedian. Do we want to do that?
TypeError or ValueError. Not sure
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