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Python | Pandas TimedeltaIndex.to_pytimedelta()
  • Last Updated : 06 Jan, 2019

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.to_pytimedelta() function return the given TimedeltaIndex object as an ndarray of datetime.timedelta objects.

Syntax : TimedeltaIndex.to_pytimedelta()

Parameters : None

Return : datetimes : ndarray



Example #1: Use TimedeltaIndex.to_pytimedelta() function to convert the given TimedeltaIndex object into an ndarray.




# importing pandas as pd
import pandas as pd
  
# Create the TimedeltaIndex object
tidx = pd.TimedeltaIndex(data =['06:05:01.000030', '+23:59:59.999999',
                        '22 day 2 min 3us 10ns', '+23:29:59.999999'
                        '+12:19:59.999999'])
  
# Print the TimedeltaIndex object
print(tidx)

Output :

Now we will use the TimedeltaIndex.to_pytimedelta() function to return an ndarray constructed from the given TimedeltaIndex object.




# convert to datetime.timedelta
tidx.to_pytimedelta()

Output :

As we can see in the output, the TimedeltaIndex.to_pytimedelta() function has returned an array object containing the elements of the given TimedeltaIndex object as object type.
 
Example #2: Use TimedeltaIndex.to_pytimedelta() function to convert the given TimedeltaIndex object into an ndarray.




# 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 ='D', name ='Koala')
  
# Print the TimedeltaIndex object
print(tidx)

Output :

Now we will use the TimedeltaIndex.to_pytimedelta() function to return an ndarray constructed from the given TimedeltaIndex object.




# convert to datetime.timedelta
tidx.to_pytimedelta()

Output :

As we can see in the output, the TimedeltaIndex.to_pytimedelta() function has returned an array object containing the elements of the given TimedeltaIndex object as object type.

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