pandas.Series.dt.components

Series.dt.components

Return a Dataframe of the components of the Timedeltas.

Each row of the DataFrame corresponds to a Timedelta in the original Series and contains the individual components (days, hours, minutes, seconds, milliseconds, microseconds, nanoseconds) of the Timedelta.

Returns:

DataFrame

See also

TimedeltaIndex.components

Return a DataFrame of the individual resolution components of the Timedeltas.

Series.dt.total_seconds

Return the total number of seconds in the duration.

Examples

>>> s = pd.Series(pd.to_timedelta(np.arange(5), unit="s"))
>>> s
0   0 days 00:00:00
1   0 days 00:00:01
2   0 days 00:00:02
3   0 days 00:00:03
4   0 days 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