Python | Pandas TimedeltaIndex.summary()

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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.summary() function return a summarized representation of the given TimedeltaIndex object. The summary contains the total number of entries, first entry and the last entry

Syntax : TimedeltaIndex.summary(value = None)

Parameters :
value : Scalar value to use to fill holes (e.g. 0). This value cannot be a list-likes.

Returns : Summary

Example #1: Use TimedeltaIndex.summary() function to find the summary of the given TimedeltaIndex object.

# importing pandas as pd 
import pandas as pd 
  
# Create the TimedeltaIndex object 
tidx = pd.TimedeltaIndex(data =['3 days 10:22:56', '1 days 06:05:01.000030', 
                        '19 days 12:22:56','1 days 02:00:00',  
                        '21 days 06:15:01.000030'],name ='Old_object') 
  
# Print the TimedeltaIndex object 
print(tidx) 

Output :

Now we will use the TimedeltaIndex.summary() function to return the summary of the tidx object.

# find summary of tidx 
tidx.summary() 

Output :

As we can see in the output, the TimedeltaIndex.summary() function has returned a complete summary of the given TimedeltaIndex object.

Example #2: Use TimedeltaIndex.summary() function to find the summary of 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', 
                        '13 days 06:05:01.000030', '+12:19:59.999999']) 
  
# Print the TimedeltaIndex object 
print(tidx) 