Python | Count occurrence of all elements of list in a tuple
Given a tuple and a list as input, write a Python program to count the occurrences of all items of the list in the tuple.
Attention geek! Strengthen your foundations with the Python Programming Foundation Course and learn the basics.
To begin with, your interview preparations Enhance your Data Structures concepts with the Python DS Course. And to begin with your Machine Learning Journey, join the Machine Learning - Basic Level Course
Input : tuple = ('a', 'a', 'c', 'b', 'd') list = ['a', 'b'] Output : 3 Input : tuple = (1, 2, 3, 1, 4, 6, 7, 1, 4) list = [1, 4, 7] Output : 6
Approach #1 : Naive Approach
The first approach is the naive approach. Use a for loop and traverse through the given list and count the occurrence of each item of tuple in a list. Finally, return the count.
Approach #2 : Using Counter
From Python Collections module, import counter to solve the given problem. A Counter is a container that keeps track of how many times equivalent values are added. Having saved the resultant in ‘counts’, we use a for loop and count how many times each item in list occurs in ‘counts’ and sum it to give the final output.
Approach #3 : Using Set
Another method of solving the given problem is using set data structure. Simply convert the given list into a set, which removes all duplicates. And now, for each item of list, count its occurrence in tuple and sum them.
Approach #4 : Using Python dictionary
Get each item of tuple and its frequency as key:value pair in Python dictionary, then using a for loop, for each item of list, count its occurrence in tuple and sum them.
Approach #5 : Python
Python numpy gives us a direct method to find the solution for the given problem, and that is
numpy.in1d(). This method test whether each element of a 1-D array is also present in a second array. Since list is also a 1-D array, this method can be applied here.