How To Make Range Inclusive Python

How To Articles

Python is a powerful programming language that offers a wide range of functionalities. One common task in Python is working with ranges. By default, the range() function in Python creates a sequence that starts from 0 and ends at n-1, where n is the specified number. However, there may be cases where you need to create an inclusive range that includes both the start and end values. In this article, I will guide you through the process of making a range inclusive in Python and provide some personal insights along the way.

Understanding the range() Function

The range() function in Python is used to generate a sequence of numbers within a specified range. It takes three parameters: start, stop, and step. By default, the start value is 0, and the step value is 1. The stop value represents the end point of the range, but it is important to note that the stop value is not inclusive, meaning it will not be included in the generated sequence.

Let’s take a look at a simple example:

for num in range(5):

This code will output the numbers 0, 1, 2, 3, and 4. Notice that the stop value of 5 is not included in the sequence. This behavior is the default for the range() function.

Making a Range Inclusive

To make a range inclusive in Python, where both the start and stop values are included, we need to adjust the parameters of the range() function. One approach is to manually increment the stop value by 1. Let’s modify our previous example:

for num in range(5 + 1):

Now, the output will include the number 5. By simply increasing the stop value by 1, we ensure that it is included in the generated sequence.

Alternatively, we can pass the desired start and stop values as parameters to the range() function. For example:

for num in range(1, 6):

This code will generate the sequence 1, 2, 3, 4, 5. By specifying the start value as 1 and the stop value as 6, we include both endpoints in the sequence.

Personal Insights

Working with ranges in Python can be a bit confusing, especially when it comes to inclusivity. As a programmer, I’ve often found myself needing to generate sequences that include both the start and end values. The default behavior of the range() function can sometimes lead to off-by-one errors if you forget that the stop value is not included. However, once you understand this behavior and how to make a range inclusive, it becomes much easier to work with.

I personally find the second approach, where you specify the start and stop values as parameters, to be more intuitive and less error-prone. By explicitly stating the desired range, you avoid any confusion about inclusivity. It’s a small adjustment, but it can make a big difference in the clarity of your code.


In this article, we explored the concept of making a range inclusive in Python. We discovered that the range() function by default generates a sequence that does not include the stop value. However, by manually adjusting the stop value or specifying the desired start and stop values, we can create inclusive ranges. Working with inclusive ranges can help eliminate confusion and ensure that your code generates the desired output. Remember to always consider the inclusivity of ranges when working with the range() function in Python.