TimedeltaIndex.components Return a dataframe of the components (days, hours, minutes, seconds, milliseconds, microseconds, nanoseconds) of the Timedeltas.
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https://pandas.pydata.org/pandas-docs/version/0.25.0/reference/api/pandas.TimedeltaIndex.components.html