Python program to find N largest and smallest elements from the list

Python heapq.nlargest() and heapq.nsmallest() capacities Examples: Here, we will figure out how to discover N biggest and littlest components?

Here, we figure out how to discover the N biggest and littlest components from the list? Where list and N are given by the client, N might be any value yet not exactly the list length.


There are two different ways,

1st, By characterizing a capacity:


  • Characterize the capacity name largest_ele and smallest_ele.
  • Pass two contentions in a capacity (l,n): l is the list and n is the number of components.
  • Run the for circle n times
  • Tuned in locate the limit of the given list and affix it to another list
  • What’s more, in the wake of affixing to another list expel the most extreme component from the list

By the inbuilt module heapq module:

On the off chance that you are searching for the N littlest or biggest things and N is little contrasted with the general size of the assortment, these capacities give predominant execution.

  • Import the heapq module
  • Give the list
  • Presently utilize the capacity heapq.nlargest(n,l) and heapq.nsmallest(n,l) from the module to locate the biggest and the littlest numbers.

Python code:

# N largest and smallest element in a list 
# by function and by the help of heapq module

#function to find n largest element
def largest_ele(l,n): 
    for i in range(n):
        s.append(max(l)) #append max of list in a new list
        l.remove(max(l)) #remove max of list from the list
    print('by largest_ele function: ',s)

	#function to find n largest element
def smallest_ele(m,n): 
    for i in range(n):
        t.append(min(m))#append min of list in a new list
        m.remove(min(m))#remove min of list from the list
    print('by smallest_ele function: ',t)


# using the inbuilt module function 
# heapq.nlargest and heapq.nsmallest
import heapq
nums = [1, 8, 2, 23, 7, -4, 18, 23, 42, 37, 2]
print('BY heapq.nlargest: ',heapq.nlargest(3, nums)) # Prints [42, 37, 23]
print('BY heapq.nsmallest: ',heapq.nsmallest(3, nums)) # Prints [-4, 1, 2]


by largest_ele function:  [10, 8]
by smallest_ele function:  [0, 1]
BY heapq.nlargest:  [42, 37, 23]
BY heapq.nsmallest:  [-4, 1, 2]

Note: The nlargest() and nsmallest() capacities are generally proper in the event that you are attempting to discover a moderately modest number of things. On the off chance that you are just attempting to locate the single littlest or biggest thing (N=1), it is quicker to utilize min() and max().

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