pandas.Series.dt.components

Series.dt.components

Return a Dataframe of the components of the Timedeltas.

Returns

DataFrame

Examples

>>> s = pd.Series(pd.to_timedelta(np.arange(5), unit='s'))
>>> s
0   00:00:00
1   00:00:01
2   00:00:02
3   00:00:03
4   00:00:04
dtype: timedelta64[ns]
>>> s.dt.components
   days  hours  minutes  seconds  milliseconds  microseconds  nanoseconds
0     0      0        0        0             0             0            0
1     0      0        0        1             0             0            0
2     0      0        0        2             0             0            0
3     0      0        0        3             0             0            0
4     0      0        0        4             0             0            0

pandas.Series.dt.nanoseconds pandas.Series.dt.to_pytimedelta