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.difference() function return a new Index with elements from the index that are not in other. This is the set difference of two Index objects. It’s sorted if sorting is possible.
Syntax : TimedeltaIndex.difference(other)
Parameters :
other : Index or array-like
Return : difference : Index
Example #1: Use TimedeltaIndex.difference() function to find the set difference of two TimedeltaIndex objects.
Python3
# importing pandas as pdimport pandas as pd# Create the first TimedeltaIndex objecttidx1 = 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'])# Create the second TimedeltaIndex objecttidx2 = 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 the first and second TimedeltaIndex objectprint(tidx1, "\n", tidx2) |
Output :
Now we will use the TimedeltaIndex.difference() function to find the set difference.
Python3
# find the set differencetidx1.difference(tidx2) |
Output :
As we can see in the output, the TimedeltaIndex.difference() function has returned a new object which contains only those elements which are unique to tidx1.
Example #2: Use TimedeltaIndex.difference() function to find the set difference of two TimedeltaIndex objects.
Python3
# importing pandas as pdimport pandas as pd# Create the first TimedeltaIndex objecttidx1 = pd.TimedeltaIndex(start ='1 days 02:00:12.001124', periods = 5, freq ='D', name ='Koala')# Create the second TimedeltaIndex objecttidx2 = pd.TimedeltaIndex(start ='3 days 02:00:12.001124', periods = 5, freq ='D', name ='Koala')# Print the first and second TimedeltaIndex objectprint(tidx1, "\n", tidx2) |
Output :
Now we will use the TimedeltaIndex.difference() function to find the set difference.
Python3
# find the set differencetidx1.difference(tidx2) |
Output :
As we can see in the output, the TimedeltaIndex.difference() function has returned a new object which contains only those elements which are unique to tidx1.
