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# original column | |
In [15]: df["timedelta_column"] | |
Out[15]: | |
0 1 days 00:00:00 | |
1 3 days 02:00:00 | |
2 5 days 04:00:00 | |
3 7 days 06:00:00 | |
4 9 days 08:00:00 | |
5 11 days 10:00:00 | |
dtype: timedelta64[ns] | |
# all components | |
In [17]: df["timedelta_column"].dt.components | |
Out[17]: | |
days hours minutes seconds milliseconds microseconds nanoseconds | |
0 1 0 0 0 0 0 0 | |
1 3 2 0 0 0 0 0 | |
2 5 4 0 0 0 0 0 | |
3 7 6 0 0 0 0 0 | |
4 9 8 0 0 0 0 0 | |
5 11 10 0 0 0 0 0 | |
# only days (integer) | |
In [16]: s.dt.days | |
Out[16]: | |
0 1 | |
1 3 | |
2 5 | |
3 7 | |
4 9 | |
5 11 | |
dtype: int64 |
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