Get n-smallest values from a particular column in Pandas DataFrame

Pandas DataFrame is two-dimensional size-mutable, potentially heterogeneous tabular data structure with labeled axes (rows and columns).

Let’s see how can we can get n-smallest values from a particular column in Pandas DataFrame.

Observe this dataset first. We’ll use ‘Age’, ‘Weight’ and ‘Salary’ columns of this data in order to get n-smallest values from a particular column in Pandas DataFrame.



filter_none

edit
close

play_arrow

link
brightness_4
code

# importing pandas module 
import pandas as pd 
    
# making data frame 
df = pd.read_csv("https://media.geeksforgeeks.org/wp-content/uploads/nba.csv") 
  
df.head(10)

chevron_right






                        filter_none












Code #1:  Getting 5 smallest Age 













                                    filter_none




                                    edit

                                    close




                                    play_arrow




                                    link

                                    brightness_4

                                    code
                                




















# importing pandas module  


import pandas as pd  


    


# making data frame  


df = pd.read_csv("nba.csv")  


  


  


df.nsmallest(5, ['Age']) 



















                        chevron_right







                        filter_none










Output:



 


Code #2:  Getting 10 minimum weights













                                    filter_none




                                    edit

                                    close




                                    play_arrow




                                    link

                                    brightness_4

                                    code
                                




















# importing pandas module  


import pandas as pd  


    


# making data frame  


df = pd.read_csv("nba.csv")  


  


  


df.nsmallest(10, ['Weight']) 



















                        chevron_right







                        filter_none










Output:



 


Code #3:  Getting 10 minimum salary













                                    filter_none




                                    edit

                                    close




                                    play_arrow




                                    link

                                    brightness_4

                                    code
                                




















# importing pandas module  


import pandas as pd  


    


# making data frame  


df = pd.read_csv("nba.csv")  


  


  


df.nsmallest(5, ['Salary']) 



















                        chevron_right







                        filter_none










Output:





          
          
          
          

            

    

        My Personal Notes
        arrow_drop_up
    

    

        
        

            
            
        

    


Recommended Posts:
Shivam_k
Check out this Author's contributed articles.
If you like GeeksforGeeks and would like to contribute, you can also write an article using contribute.geeksforgeeks.org or mail your article to contribute@geeksforgeeks.org. See your article appearing on the GeeksforGeeks main page and help other Geeks.
Please Improve this article if you find anything incorrect by clicking on  the "Improve Article" button below.