Python | Pandas TimedeltaIndex.nanoseconds

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.nanoseconds attribute return the number of nanoseconds for each element in the TimedeltaIndex object. The value returned ranges from 0 to less than 1 microsecond.

Syntax : TimedeltaIndex.nanoseconds

Return : index object

Example #1: Use TimedeltaIndex.nanoseconds 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(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 of nanoseconds in each entry of the object.

# find nanoseconds number
tidx.nanoseconds

Output :

As we can see in the output, the TimedeltaIndex.nanoseconds attribute has returned the number of nanoseconds in each element of the object.

Example #2: Use TimedeltaIndex.nanoseconds 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 of nanoseconds in each entry of the object.

# find nanoseconds number
tidx.nanoseconds

Output :

As we can see in the output, the TimedeltaIndex.nanoseconds attribute has returned the number of nanoseconds in each element of the object.