pandas.Series.dt.to_pytimedelta#
- Series.dt.to_pytimedelta()[source]#
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
A duration expressing the difference between two date, time, or datetime.
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(days=1), datetime.timedelta(days=2), datetime.timedelta(days=3), datetime.timedelta(days=4)], dtype=object)