Count Duplicates in List in Python (2 Examples)

 

In this Python tutorial you’ll learn how to count the number of repeated items in a list.

The page will contain the following contents:

Let’s dive right into the examples.

 

Creation of Exemplifying Data

The data below is used as a basis for this Python programming tutorial:

my_list = ['a', 'c', 'b', 'a', 'a', 'c']                # Create example list
print(my_list)                                          # Print example list
# ['a', 'c', 'b', 'a', 'a', 'c']

Have a look at the previous output of the Python console. It shows that our example data is a list object containing six list elements.

Some of these elements appear several times. Let’s count how often each value occurrs!

 

Example 1: Count Repeated Elements in List Using count() Function

In this example, I’ll show how to use the count method to return the number of occurrences of each list element.

Consider the Python code below. We iterate over the elements in our list to get the different counts:

my_list_count1 = {i:my_list.count(i) for i in my_list}  # Apply count function
print(my_list_count1)                                   # Print list counts
# {'a': 3, 'c': 2, 'b': 1}

As shown in the output above, the character ‘a’ appears three times in our list, the character ‘c’ appears twice, and the character ‘a’ is unique.

 

Example 2: Count Repeated Elements in List Using Counter() Function of collections Module

Alternatively to the count method (demonstrated in Example 1), we can also use the Counter function of the collections module.

First, we have to import Counter from the collections module:

from collections import Counter                         # Import Counter

Next, we can apply the Counter function to our list object to get the number of times every value occurrs:

my_list_count2 = Counter(my_list)                       # Apply Counter function
print(my_list_count2)                                   # Print list counts
# Counter({'a': 3, 'c': 2, 'b': 1})

The printed counts above are the same as in Example 1. However, this time we have employed the Counter function of the collections module instead of the count method.

 

Video, Further Resources & Summary

Have a look at the following video on my YouTube channel. I demonstrate the Python programming code of this tutorial in the video tutorial:

 

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Furthermore, you may have a look at the related articles on my homepage:

 

In this article you have learned how to get the amount of repeated elements in a list in the Python programming language. If you have any further questions, don’t hesitate to let me know in the comments section below.

 

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