Python program to sort a list of tuples by second Item

Given a list of tuples, write a Python program to sort the tuples by second item of each tuples.

Examples:

Input : [('for', 24), ('Geeks', 8), ('Geeks', 30)] 
Output : [('Geeks', 8), ('for', 24), ('Geeks', 30)]

Input : [['452', 10), ('256', 5), ('100', 20), ('135', 15)]
Output : [('256', 5), ('452', 10), ('135', 15), ('100', 20)]

 
Method #1: Using the Bubble Sort

Using the technique of Bubble Sort to we can perform the sorting. Note that each tuple is an element in given list. Access the second element of each tuple using the nested loops. This performs the in-place method of sorting. The time complexity is similar to the Bubble Sort i.e. O(n^2).

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# Python program to sort a list of tuples by second Item
  
# Function to sort the list of tuples by its second item
def Sort_Tuple(tup): 
      
    # getting length of list of tuples
    lst = len(tup) 
    for i in range(0, lst): 
          
        for j in range(0, lst-i-1): 
            if (tup[j][1] > tup[j + 1][1]): 
                temp = tup[j] 
                tup[j]= tup[j + 1
                tup[j + 1]= temp 
    return tup 
  
# Driver Code 
tup =[('for', 24), ('is', 10), ('Geeks', 28), 
      ('Geeksforgeeks', 5), ('portal', 20), ('a', 15)] 
        
print(Sort_Tuple(tup)) 

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Output:

[('Geeksforgeeks', 5), ('is', 10), ('a', 15), ('portal', 20), ('for', 24), ('Geeks', 28)]

 

Method #2: Using sort() method

While sorting via this method the actual content of the tuple is changed, and just like the previous method, in-place method of sort is performed.

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# Python program to sort a list of
# tuples by second Item using sort() 
  
# Function to sort hte list by second item of tuple
def Sort_Tuple(tup): 
  
    # reverse = None (Sorts in Ascending order) 
    # key is set to sort using second element of 
    # sublist lambda has been used 
    tup.sort(key = lambda x: x[1]) 
    return tup 
  
# Driver Code 
tup = [('rishav', 10), ('akash', 5), ('ram', 20), ('gaurav', 15)] 
  
# printing the sorted list of tuples
print(Sort_Tuple(tup)) 

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Output:

[('akash', 5), ('rishav', 10), ('gaurav', 15), ('ram', 20)]

 
Method #3: Using sorted() method

Sorted() method sorts a list and always returns a list with the elements in a sorted manner, without modifying the original sequence. It takes three parameters from which two are optional, here we tried to use all of the three:

Iterable : sequence (list, tuple, string) or collection (dictionary, set, frozenset) or any other iterator that needs to be sorted.
Key(optional) : A function that would server as a key or a basis of sort comparison.
Reverse(optional) : To sort this in ascending order we could have just ignored the third parameter, which we did in this program. If set true, then the iterable would be sorted in reverse (descending) order, by default it is set as false.

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# Python program to sort a list of
# tuples by second Item using sorted() 
  
# Function to sort the list by second item of tuple
def Sort_Tuple(tup): 
  
    # reverse = None (Sorts in Ascending order) 
    # key is set to sort using second element of 
    # sublist lambda has been used 
    return(sorted(tup, key = lambda x: x[1]))  
  
# Driver Code 
tup = [('rishav', 10), ('akash', 5), ('ram', 20), ('gaurav', 15)] 
  
# printing the sorted list of tuples
print(Sort_Tuple(tup)) 

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Output:

[('akash', 5), ('rishav', 10), ('gaurav', 15), ('ram', 20)]


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