pandas.Series.dt.components#

Series.dt.components[source] #

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
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