pandas.TimedeltaIndex.components

property TimedeltaIndex.components

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

The components (days, hours, minutes seconds, milliseconds, microseconds, nanoseconds) are returned as columns in a DataFrame.

Returns:

DataFrame

See also

TimedeltaIndex.total_seconds

Return total duration expressed in seconds.

Timedelta.components

Return a components namedtuple-like of a single timedelta.

Examples

>>> tdelta_idx = pd.to_timedelta(["1 day 3 min 2 us 42 ns"])
>>> tdelta_idx
TimedeltaIndex(['1 days 00:03:00.000002042'],
               dtype='timedelta64[ns]', freq=None)
>>> tdelta_idx.components
   days  hours  minutes  seconds  milliseconds  microseconds  nanoseconds
0     1      0        3        0             0             2           42