Write a Python program to count occurrences of each element in a list

Python | Count occurrences of an element in a list

Given a list in Python and a number x, count number of occurrences of x in the given list.
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Python | Count occurrences of an element in a list
Python Program to Count occurrences of an element in a list
Below are the three solutions:
Count Occurrences of Element in Python List
“count occurrences of each element in list python” Code Answer’s
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Input : lst = [15, 6, 7, 10, 12, 20, 10, 28, 10] x = 10 Output : 3 10 appears three times in given list. Input : lst = [8, 6, 8, 10, 8, 20, 10, 8, 8] x = 16 Output : 0

Recommended: Please try your approach on {IDE} first, before moving on to the solution.

Method 1 (Simple approach)
We keep a counter that keeps on increasing if the required element is found in the list.

Python3

# Python code to count the number of occurrences

def countX(lst, x):

count = 0

for ele in lst:

if (ele == x):

count = count + 1

return count
# Driver Code

lst = [8, 6, 8, 10, 8, 20, 10, 8, 8]

x = 8

print('{} has occurred {} times'.format(x, countX(lst, x)))

Output: 8 has occurred 5 times

Method 2 (Using count())
The idea is to use list method count() to count number of occurrences.

Python3

# Python code to count the number of occurrences

def countX(lst, x):

return lst.count(x)
# Driver Code

lst = [8, 6, 8, 10, 8, 20, 10, 8, 8]

x = 8

print('{} has occurred {} times'.format(x, countX(lst, x)))

Output: 8 has occurred 5 times

Method 2 (Using Counter())
Counter method returns a dictionary with occurrences of all elements as a key-value pair, where key is the element and value is the number of times that element has occurred.

Python3

from collections import Counter
# declaring the list

l = [1, 1, 2, 2, 3, 3, 4, 4, 5, 5]
# driver program

x = 3

d = Counter(l)

print('{} has occurred {} times'.format(x, d[x]))

Output: 3 has occurred 2 times

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Python Program to Count occurrences of an element in a list

In this tutorial, you will learn to count occurrences of an element in a list in Python. The List is an ordered set of values enclosed in square brackets [ ]. List stores some values called elements in it, which can be accessed by their particular index.

Occurrence simply means the total number of times an element is present in the list.

An element in a list can be repeated many times in the list. We have to write a program that will input an element from the user and then count and display the number of times that element is repeated in the list.

Input: list=[2, 4, 1, 7, 9, 10, 12, 17, 1] n=1

Output: 2 ( 1 occurs 2 times in the list)

Input: list=[3, 4, 5, 7, 8, 10, 2] n=1

Output: 0 (1 occurs 0 times in the list)

Below are the three solutions:

Fastest is using a for loop and storing it in a Dict.

import time from collections import Counter def countElement(a): g = {} for i in a: if i in g: g[i] +=1 else: g[i] =1 return g z = [1,1,1,1,2,2,2,2,3,3,4,5,5,234,23,3,12,3,123,12,31,23,13,2,4,23,42,42,34,234,23,42,34,23,423,42,34,23,423,4,234,23,42,34,23,4,23,423,4,23,4] #Solution 1 - Faster st = time.monotonic() for i in range(1000000): b = countElement(z) et = time.monotonic() print(b) print('Simple for loop and storing it in dict - Duration: {}'.format(et - st)) #Solution 2 - Fast st = time.monotonic() for i in range(1000000): a = Counter(z) et = time.monotonic() print (a) print('Using collections.Counter - Duration: {}'.format(et - st)) #Solution 3 - Slow st = time.monotonic() for i in range(1000000): g = dict([(i, z.count(i)) for i in set(z)]) et = time.monotonic() print(g) print('Using list comprehension - Duration: {}'.format(et - st))

Result

#Solution 1 - Faster

{1: 4, 2: 5, 3: 4, 4: 6, 5: 2, 234: 3, 23: 10, 12: 2, 123: 1, 31: 1, 13: 1, 42: 5, 34: 4, 423: 3} Simple for loop and storing it in dict - Duration: 12.032000000000153

#Solution 2 - Fast

Counter({23: 10, 4: 6, 2: 5, 42: 5, 1: 4, 3: 4, 34: 4, 234: 3, 423: 3, 5: 2, 12: 2, 123: 1, 31: 1, 13: 1}) Using collections.Counter - Duration: 15.889999999999418

#Solution 3 - Slow

{1: 4, 2: 5, 3: 4, 4: 6, 5: 2, 34: 4, 423: 3, 234: 3, 42: 5, 12: 2, 13: 1, 23: 10, 123: 1, 31: 1} Using list comprehension - Duration: 33.0

Count Occurrences of Element in Python List

Python is well known for its easy syntax, fast implementation, and, most importantly, large support of multiple data structures. Lists are one of those data structures in python which helps to store large amounts of sequential data in a single variable. As huge data is stored under the same variable, it is sometimes quite difficult to manually identify whether the given element is present in the lists, and if yes, how many times. Therefore, in this article, we will study the various ways to count the number of occurrences in the list in python. To recall the concepts of python lists in detail, visit our article “3 Ways to Convert List to Tuple”.

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