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Python | Pandas TimedeltaIndex.get_loc

  • Last Updated : 28 Dec, 2018

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.get_loc() function return integer location for requested label in the given TimedeltaIndex object.

Syntax : TimedeltaIndex.get_loc(key, method=None, tolerance=None)

Parameters :
key : value to look for in the object.

Return : loc : int



Example #1: Use TimedeltaIndex.get_loc() function to find the integer location of a value in the given TimedeltaIndex object.




# importing pandas as pd
import pandas as pd
  
# Create the TimedeltaIndex object
tidx = pd.TimedeltaIndex(data =['3 days 06:05:01.000030', '1 days 06:05:01.000030',
                                '3 days 06:05:01.000030', '1 days 02:00:00'
                                                 '21 days 06:15:01.000030'])
  
# Print the TimedeltaIndex object
print(tidx)

Output :

Now we will use the TimedeltaIndex.get_loc() function to find the integer location of ‘1 days 02:00:00’.




# find the integer location of the passed value.
tidx.get_loc('1 days 02:00:00')

Output :

As we can see in the output, the TimedeltaIndex.get_loc() function has returned 3 indicating the passed label is present at this position in the given TimedeltaIndex object.
 
Example #2: Use TimedeltaIndex.get_loc() function to find the integer location of a value in the given TimedeltaIndex object.




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

Output :

Now we will use the TimedeltaIndex.get_loc() function to find the integer location of ‘+12:19:59.999999’.




# find the integer location of the passed value.
tidx.get_loc('+12:19:59.999999')

Output :

As we can see in the output, the TimedeltaIndex.get_loc() function has returned 5 indicating the passed label is present at this position in the given TimedeltaIndex object.

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