How do I calculate percentiles with python numpy

Certainly! Calculating percentiles in Python can be easily done using the NumPy library. NumPy provides a function called percentile that allows you to calculate percentiles easily. Here's a step-by-step tutorial with code examples:
If you don't have NumPy installed, you can install it using:
Let's start by creating a dataset. For the purpose of this tutorial, we'll use a simple array of numbers:
Now, let's calculate percentiles using the percentile function. The syntax is as follows:
where data is your dataset, and q is the percentile you want to calculate.
For example, to calculate the 25th percentile (also known as the first quartile), you can do:
Similarly, you can calculate other percentiles like the median (50th percentile) or the third quartile (75th percentile):
If you want to calculate a range of percentiles, you can use the percentile function with an array of percentile values. For example, to calculate the 10th, 20th, 30th, and 40th percentiles: