Hands on pandas.Series in Python
pandas.Series.str¶
The attribute
pandas.Series.strcan only be used with Series ofstrvalues. You will either encounter anAttributionError(Can only use .str accessor with string values, which use np.object_ dtype in pandas) or find it to yield a Series ofNaN's if you invoke it on a Series of non-string values. If you have control of the DataFrame, the preferred way is to cast the type the column tostr