Count frequencies of all elements in array in Python using collections module Last Updated : 22 Feb, 2023 Comments Improve Suggest changes Like Article Like Report Given an unsorted array of n integers which can contains n integers. Count frequency of all elements that are present in array. Examples: Input : arr[] = [1, 1, 1, 1, 2, 2, 2, 2, 3, 3, 4, 5, 5] Output : 1 -> 4 2 -> 4 3 -> 2 4 -> 1 5 -> 2 This problem can be solved in many ways, refer Count frequencies of all elements in array link. In Python, we can quickly solve this problem in using Collections module. Implementation: Python # Function to count frequency of each element import collections # it returns a dictionary data structure whose # keys are array elements and values are their # corresponding frequencies {1: 4, 2: 4, 3: 2, # 5: 2, 4: 1} def CountFrequency(arr): return collections.Counter(arr) # Driver function if __name__ == "__main__": arr = [1, 1, 1, 1, 2, 2, 2, 2, 3, 3, 4, 5, 5] freq = CountFrequency(arr) # iterate dictionary named as freq to print # count of each element for (key, value) in freq.items(): print (key, " -> ", value) Output(1, ' -> ', 4) (2, ' -> ', 4) (3, ' -> ', 2) (4, ' -> ', 1) (5, ' -> ', 2) The time complexity of this function is O(n), where n is the length of the input array. The auxiliary space required by this function is O(k), where k is the number of unique elements in the input array. Related Article : Counting the frequencies in a list using dictionary in Python Comment More infoAdvertise with us Next Article Count frequencies of all elements in array in Python using collections module S Shashank Mishra (Gullu) Improve Article Tags : Python DSA Arrays frequency-counting Practice Tags : Arrayspython Similar Reads Count occurrences of an element in a list in Python A common task when working with lists is to count how many times a specific element appears. In Python, we have several ways to count occurrences of an element using both built-in and custom methods.The simplest and most straightforward way to count occurrences of an element in a list is by using th 2 min read Count distinct elements in an array in Python Given an unsorted array, count all distinct elements in it. Examples: Input : arr[] = {10, 20, 20, 10, 30, 10} Output : 3 Input : arr[] = {10, 20, 20, 10, 20} Output : 2 We have existing solution for this article. 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