Python | Pandas TimedeltaIndex.base
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.base
attribute return the base object if the memory of the underlying data is shared by more than one objects.
Syntax: TimedeltaIndex.base
Return : array
Example #1: Use TimedeltaIndex.base
attribute to find out the base address of the TimedeltaIndex object.
# importing pandas as pd import pandas as pd # Create the TimedeltaIndex object tidx = pd.TimedeltaIndex(data = [ '1 days 02:00:00' , '1 days 06:05:01.000030' ]) # Print the TimedeltaIndex print (tidx) # Create a copy tidx_copy = tidx |
Output :
Now we want to find out the base address of these two objects
# Print the base address of original object tidx.base # Print the base address of the copied object tidx_copy.base |
Output :
As we can see in the output, the TimedeltaIndex.base
attribute has returned the same base address for both the objects.
Example #2: Use TimedeltaIndex.base
attribute to find out the base address of the TimedeltaIndex object.
# importing pandas as pd import pandas as pd # Create the TimedeltaIndex object tidx = pd.TimedeltaIndex(data = [ '-1 days 2 min 3us' , '1 days 06:05:01.000030' , '-1 days + 23:59:59.999999' ]) # Print the TimedeltaIndex print (tidx) # Create a copy tidx_copy = tidx |
Output :
Now we want to find out the base address of these two objects
# Print the base address of original object tidx.base # Print the base address of the copied object tidx_copy.base |
Output :
As we can see in the output, the TimedeltaIndex.base
attribute has returned the same base address for both the objects.
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