Pythonic Tips & Tricks  -  Checking and Indexing Duplicates

Pythonic Tips & Tricks  -  Checking and Indexing Duplicates

How to Identify and Index Duplicates in a List .Pythonic Tips & Tricks — Checking and Indexing Duplicates

Duplicate detecting and indexing is a fundamental skill every data scientist should have. When dealing with any dataset, it is important to identify and locate values that are identical. In this article, we shall take a look at several techniques you can use.

Let’s get started!

So let’s say you were given the below question.

“Create a function that would check if a list has duplicate values, if it does have duplicate values list them all. If the list has no duplicates return “No Duplicates”.

Fairly simple question, let us see how to code it.

def duplicates(example_list):
    return len(example_list) != len(set(example_list))

result_1 = duplicates(['1','2','3','5','5','6','6'])
result_2 = duplicates(['1','2','3','5','6'])
print(result_1)
print(result_2)

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Output 1

The code above is able to check if the inputted list contains any duplicates. It will return ‘True’ if the list does indeed have duplicates and ‘False’ if it does not. However this only answers half of our question.

Let us find a way for it to return the values that are duplicated. To do this we can make use of an If-Else statement coupled with some list comprehension.

def duplicates_1(example_list):
    if (len(example_list) != len(set(example_list))) is False:
        return 'No Duplicates'
    else:
        return set([i for i in example_list 
                    if example_list.count(i) > 1])

result_1 = duplicates_1(['1','2','3','5','5','6','6'])
result_2 = duplicates_1(['1','2','3','5','6'])
print(result_1)
print(result_2)

Image for post

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