Saturday, June 13, 2026
HomeLanguagesPython | Pandas Index.insert()

Python | Pandas Index.insert()

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.insert() function make new Index inserting new item at location. This function also follows Python list.append() semantics for negative values. If the negative value are passed then it start from the other end.

Syntax: Index.insert(loc, item)

Parameters :
loc : int
item : object

Returns : new_index : Index

Example #1: Use Index.insert() function to insert a new value in the Index.




# importing pandas as pd
import pandas as pd
  
# Creating the Index
idx = pd.Index(['Labrador', 'Beagle', 'Labrador',
                     'Lhasa', 'Husky', 'Beagle'])
  
# Print the Index
idx


Output :

Now insert ‘Great_Dane’ at the 1st index.




# Inserting a value at the first position in the index.
idx.insert(1, 'Great_Dane')


Output :

As we can see in the output, the Index.insert() function has inserted the passed value at the desired location.
 
Example #2: Use Index.insert() function to insert a value into the Index at the second position from the last in the Index.




# importing pandas as pd
import pandas as pd
  
# Creating the Index
idx = pd.Index(['Labrador', 'Beagle', 'Labrador',
                     'Lhasa', 'Husky', 'Beagle'])
  
# Print the Index
idx


Output :

Now insert ‘Great_Dane’ at the 1st index from the last.




# Inserting a value at the first position in the index.
idx.insert(-1, 'Great_Dane')


Output :

As we can see in the output, the passed value has been inserted into the Index at the desired location.

RELATED ARTICLES

4 COMMENTS

Most Popular

Dominic
32515 POSTS0 COMMENTS
Milvus
131 POSTS0 COMMENTS
Nango Kala
6897 POSTS0 COMMENTS
Nicole Veronica
12013 POSTS0 COMMENTS
Nokonwaba Nkukhwana
12109 POSTS0 COMMENTS
Shaida Kate Naidoo
7019 POSTS0 COMMENTS
Ted Musemwa
7262 POSTS0 COMMENTS
Thapelo Manthata
6976 POSTS0 COMMENTS
Umr Jansen
6964 POSTS0 COMMENTS