Python | Pandas TimedeltaIndex.summary()

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)

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.