Python | Pandas TimedeltaIndex.symmetric_difference()
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.
Pandas TimedeltaIndex.symmetric_difference() function compute the symmetric difference of two Index objects. It’s sorted if sorting is possible. For a given pair of TimedeltaIndex object idx1 and idx2, symmetric_difference contains elements that appear in either idx1 or idx2 but not both. Equivalent to the Index created by idx1.difference(idx2) or idx2.difference(idx1) with duplicates dropped.
Syntax : TimedeltaIndex.symmetric_difference(other, result_name=None)
Parameters :
other : Index or array-like
result_name : str
Return : symmetric_difference : Index
Example #1: Use TimedeltaIndex.symmetric_difference() function to find the symmetric difference of two TimedeltaIndex objects.
Python3
import pandas as pd
tidx1 = pd.TimedeltaIndex(data = [ '06:05:01.000030' , '+23:59:59.999999' ,
'22 day 2 min 3us 10ns' , '+23:29:59.999999' ,
'+12:19:59.999999' ])
tidx2 = pd.TimedeltaIndex(data = [ '09:11:18.000030' , '+23:59:59.999999' ,
'9 day 18 min 3us ' , '+23:29:59.999999' ,
'+12:19:59.999999' ])
print (tidx1)
print (tidx2)
|
Output :
Now we will use the TimedeltaIndex.symmetric_difference() function to find the symmetric difference.
Python3
tidx1.symmetric_difference(tidx2)
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Output :
As we can see in the output, the TimedeltaIndex.symmetric_difference() function has returned a new object which contains only those elements which are not common to both the objects.
Example #2: Use TimedeltaIndex.symmetric_difference() function to find the symmetric difference of two TimedeltaIndex objects.
Python3
import pandas as pd
tidx1 = pd.TimedeltaIndex(start = '1 days 02:00:12.001124' ,
periods = 5 , freq = 'D' , name = 'Koala' )
tidx2 = pd.TimedeltaIndex(start = '3 days 02:00:12.001124' ,
periods = 5 , freq = 'D' , name = 'Koala' )
print (tidx1)
print (tidx2)
|
Output :
Now we will use the TimedeltaIndex.symmetric_difference() function to find the symmetric difference.
Python3
tidx1.symmetric_difference(tidx2)
|
Output :
As we can see in the output, the TimedeltaIndex.symmetric_difference() function has returned a new object which contains only those elements which are not common to both the objects.
Last Updated :
29 Sep, 2021
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