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.
