Non-Gaussian Distributions Explained from First Principles (Beginner Friendly)

As we all know, the real-world dataset is not normalized, but most of us thought every dataset followed the famous bell curve.

After all, everyone talks about the Normal Distribution.

But then I looked at real-world datasets like:

Income of people