Python | Pandas TimedeltaIndex.seconds

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

Syntax : TimedeltaIndex.seconds

Return : index object

Example #1: Use TimedeltaIndex.seconds attribute to find out the seconds value for each entry of the TimedeltaIndex object.

# importing pandas as pd
import pandas as pd

# Create the TimedeltaIndex object
tidx = pd.TimedeltaIndex(data =['2 min 3us 10ns', '06:05:01.000030',
                                               '+23:59:59.999999'])

# Print the TimedeltaIndex
print(tidx)

Output :

Now we will print the number of seconds in each entry of the object.

# find number of seconds for each element
tidx.seconds

Output :

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

Example #2: Use TimedeltaIndex.seconds attribute to find out the seconds 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 seconds in each entry of the object.

# find number of seconds for each element
tidx.seconds

Output :

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