Pandas Series property: dt.components

Series-dt.components property

The dt.components property is used to return a Dataframe of the components of the Timedeltas.

Syntax:

Series.dt.components

Example:

Python-Pandas Code:

import numpy as np
import pandas as pd
s = pd.Series(pd.to_timedelta(np.arange(6), unit='s'))
s

Output:

0   00:00:00
1   00:00:01
2   00:00:02
3   00:00:03
4   00:00:04
5   00:00:05
dtype: timedelta64[ns]

Python-Pandas Code:

import numpy as np
import pandas as pd
s = pd.Series(pd.to_timedelta(np.arange(6), unit='s'))
s.dt.components

Output:

  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
5	0	    0	    0	       5	       0	       0	            0

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