Python | Pandas Timedelta.components
Last Updated :
14 Jan, 2019
Python is a great language for doing data analysis, primarily because of the fantastic ecosystem of data-centric python packages. Pandas is one of those packages and makes importing and analyzing data much easier.
Timedelta is a subclass of datetime.timedelta
, and behaves in a similar manner. It is the pandas equivalent of python’s datetime.timedelta
and is interchangeable with it in most cases. Timedelta.components
property in pandas.Timedelta
is used to return a Components NamedTuple-like.
Syntax: Timedelta.components
Parameters: None
Returns: return a Components NamedTuple-like
Code #1:
import pandas as pd
td = pd.Timedelta( '3 days 06:05:01.000030' )
print (td)
print (td.components)
|
Output:
3 days 06:05:01.000030
Components(days=3, hours=6, minutes=5, seconds=1, milliseconds=0, microseconds=30, nanoseconds=0)
Code #2:
import pandas as pd
td = pd.Timedelta( '1 days 7 hours' )
print (td)
print (td.components)
|
Output:
1 days 07:00:00
Components(days=1, hours=7, minutes=0, seconds=0, milliseconds=0, microseconds=0, nanoseconds=0)
Code #3:
import pandas as pd
import datetime
td = pd.Timedelta(datetime.timedelta(days = 3 , hours = 7 , seconds = 8 ))
print (td)
print (td.components)
|
Output:
3 days 07:00:08
Components(days=3, hours=7, minutes=0, seconds=8, milliseconds=0, microseconds=0, nanoseconds=0)
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