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.intersection() function return a new Index with elements from the index that are common to both the indexes. This is a specialized intersection for TimedeltaIndex objects. It may be much faster than Index.intersection.
Syntax : TimedeltaIndex.intersection(other)
Parameters :
other : TimedeltaIndex or array-like
Return : Index or TimedeltaIndex
Example #1: Use TimedeltaIndex.intersection() function to find the intersection of two TimedeltaIndex objects.
Python3
# importing pandas as pdimport pandas as pd# Create the first TimedeltaIndex objecttidx1 = pd.TimedeltaIndex(start ='11 days 22:11:12.001124', periods = 5, freq ='T', name ='New_object')# Create the second TimedeltaIndex objecttidx2 = pd.TimedeltaIndex(start ='11 days 22:14:12.001124', periods = 5, freq ='T', name ='New_object')# Print the first and second TimedeltaIndex objectprint(tidx1, '\n', tidx2) |
Output :
Now we will use the TimedeltaIndex.intersection() function to find the intersection of the two objects
Python3
# find the intersectiontidx1.intersection(tidx2) |
Output :
As we can see in the output, the TimedeltaIndex.intersection() function has returned an object which contains only those elements which are common to both tidx1 and tidx2.
Example #2: Use TimedeltaIndex.intersection() function to find the intersection 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.intersection() function to find the intersection of the two objects
Python3
# find the intersectiontidx1.intersection(tidx2) |
Output :
As we can see in the output, the TimedeltaIndex.intersection() function has returned an object which contains only those elements which are common to both tidx1 and tidx2.
