pandas.Series.dt.to_pytimedelta

Series.dt.to_pytimedelta(self)

Return an array of native datetime.timedelta objects.

Python’s standard datetime library uses a different representation timedelta’s. This method converts a Series of pandas Timedeltas to datetime.timedelta format with the same length as the original Series.

Returns

numpy.ndarray

Array of 1D containing data with datetime.timedelta type.

See also

datetime.timedelta

Examples

>>> s = pd.Series(pd.to_timedelta(np.arange(5), unit='d'))
>>> s
0   0 days
1   1 days
2   2 days
3   3 days
4   4 days
dtype: timedelta64[ns]

>>> s.dt.to_pytimedelta()
array([datetime.timedelta(0), datetime.timedelta(1),
       datetime.timedelta(2), datetime.timedelta(3),
       datetime.timedelta(4)], dtype=object)

pandas.Series.dt.components pandas.Series.dt.total_seconds