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Python – Nested Dictionary values summation

  • Last Updated : 14 May, 2020

Sometimes, while working with Python dictionaries, we can have problem in which we have nested records and we need cumulative summation of it’s keys values. This can have possible application in domains such as web development and competitive programming. Lets discuss certain ways in which this task can be performed.

Method #1 : Using loop + items() + values()
The combination of above functionalities can be used to solve this problem. In this, we iterate through all the values extracted using values() and perform the task of summation.

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# Python3 code to demonstrate working of 
# Nested Dictionary values summation
# Using loop + items() + values()
  
# initializing dictionary
test_dict = {'gfg' : {'a' : 4, 'b' : 5, 'c' : 8},
             'is' : {'a' : 8, 'c' : 10},
             'best' : {'c' : 19, 'b' : 10}}
  
# printing original dictionary
print("The original dictionary is : " + str(test_dict))
  
# Nested Dictionary values summation
# Using loop + items() + values()
res = dict()
for sub in test_dict.values():
    for key, ele in sub.items():
        res[key] = ele + res.get(key, 0)
  
# printing result 
print("The summation dictionary is : " + str(res)) 
Output :



The original dictionary is : {‘gfg’: {‘a’: 4, ‘b’: 5, ‘c’: 8}, ‘best’: {‘b’: 10, ‘c’: 19}, ‘is’: {‘a’: 8, ‘c’: 10}}
The summation dictionary is : {‘a’: 12, ‘b’: 15, ‘c’: 37}

 

Method #2 : Using Counter() + values()
The combination of above methods can be used to perform this task. In this, we save the required frequency using Counter() and extraction of values can be done using values().




# Python3 code to demonstrate working of 
# Nested Dictionary values summation
# Using Counter() + values()
from collections import Counter
  
# initializing dictionary
test_dict = {'gfg' : {'a' : 4, 'b' : 5, 'c' : 8},
             'is' : {'a' : 8, 'c' : 10},
             'best' : {'c' : 19, 'b' : 10}}
  
# printing original dictionary
print("The original dictionary is : " + str(test_dict))
  
# Nested Dictionary values summation
# Using Counter() + values()
res = Counter()
for val in test_dict.values():
    res.update(val)
      
# printing result 
print("The summation dictionary is : " + str(dict(res))) 
Output :

The original dictionary is : {‘gfg’: {‘a’: 4, ‘b’: 5, ‘c’: 8}, ‘best’: {‘b’: 10, ‘c’: 19}, ‘is’: {‘a’: 8, ‘c’: 10}}
The summation dictionary is : {‘a’: 12, ‘b’: 15, ‘c’: 37}




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