Python | Pandas TimedeltaIndex.nbytes

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.nbytes attribute return the number bytes occupied by the TimedeltaIndex object.

Syntax : TimedeltaIndex.nbytes

Return : size of the object in bytes

Example #1: Use TimedeltaIndex.nbytes attribute to find out the number of bytes occupied by the TimedeltaIndex object.

# importing pandas as pd
import pandas as pd

# Create the TimedeltaIndex object
tidx = pd.TimedeltaIndex(start ='1 days 02:00:12.001124', periods = 5,
                                             freq ='N', name ='Koala')

# Print the TimedeltaIndex
print(tidx)

Output :

Now we will print the number bytes taken by tidx object.

# find the size of tidx object in bytes
tidx.nbytes

Output :

As we can see in the output, the TimedeltaIndex.nbytes attribute has returned 40 indicating that tidx object is occupying this size memory block.

Example #2: Use TimedeltaIndex.nbytes attribute to find out the nanoseconds value for each entry 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 10ns', '1 days 06:05:01.000030',
                                                      '-1 days + 23:59:59.999999'])

# Print the TimedeltaIndex
print(tidx)

Output :

Now we will print the number bytes taken by tidx object.

# find the size of tidx object in bytes
tidx.nbytes

Output :

As we can see in the output, the TimedeltaIndex.nbytes attribute has returned 24 indicating that tidx object is occupying this size memory block.