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 Index.summary() function return a summarized representation of the Index. This function is similar to what we have for the dataframes.
Syntax: Index.summary(name=None)
Returns : Summary
Example #1: Use Index.summary() function to find the summary of the Index.
# importing pandas as pd import pandas as pd
# Creating the index idx = pd.Index(['Beagle', 'Pug', 'Labrador',
'Sephard', 'Mastiff', 'Husky'])
# Print the index idx |
Output :
Now we will find the summary of the Index.
# find the summary of the Index. idx.summary() |
Output :
As we can see in the output, the function has returned an overall summary of the Index.
Example #2: Use Index.summary() function to summarize the Index.
# importing pandas as pd import pandas as pd
# Creating the index idx = pd.Index([22, 14, 8, 56, 27, 21, 51, 23])
# Print the index idx |
Output :
Now we will find the summary of the index.
# the function returns the summary of the Index idx.summary() |
Output :
As we can see in the output, the function has returned the summary for the Index.