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Check If a List Contains Only Numbers in Python

In this tutorial, we will look at how to check if a list contains only numbers in Python with the help of some examples.

Check if list contains only numbers in python

You can use a combination of the Python built-in isinstance() and all() function to check if a list contains only numbers. For instance, you can use the following steps to check if all elements in a list are integers in Python –

  1. In a list comprehension, for each element in the list, check if it’s an integer using the isinstance() function.
  2. Apply the Python built-in all() function to return True only if all the items in the above list comprehension correspond to True.

The following is the code to check if all elements in a list are integers or not.

# check if all elements in ls are integers
all([isinstance(item, int) for item in ls])

Let’s take a look at an example.

# list of numbers
ls = [1, 2, 3, 4]
# check if list contains only numbers
print(all([isinstance(item, int) for item in ls]))

Output:

True

We get True as the output as all elements in the list ls are integers.

Let’s take a look at another example.

# list of numbers and a string
ls = [1, 2, 3, 4, 'cat']
# check if list contains only numbers
print(all([isinstance(item, int) for item in ls]))

Output:

False

Here we get False as the output because not all elements in the list ls are integers. One element, “cat” in the list is a string.

If you, however, have a list of strings and want to check whether all the elements in the list are digits or not, you can use the following code.

# list of numeric strings
ls = ["1", "2", "3", "4"]
# check if list of string contains only numberic elements
print(all([item.isdigit() for item in ls]))

Output:

True

Here we check whether each element in the list of strings, ls is a numerical value or not using the string isdigit() function. We get True as the output as all the strings in the list ls are numeric characters.

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Author

  • Piyush is a data scientist passionate about using data to understand things better and make informed decisions. In the past, he's worked as a Data Scientist for ZS and holds an engineering degree from IIT Roorkee. His hobbies include watching cricket, reading, and working on side projects.