1 Answers

Data is usually distributed in different ways with a bias to the left or to the right or it can all be jumbled up.

However, there are chances that data is distributed around a central value without any bias to the left or right and reaches normal distribution in the form of a bell-shaped curve.

Normal Distribution – Data Science Interview Questions – Edureka

Figure: Normal distribution in a bell curve

The random variables are distributed in the form of a symmetrical, bell-shaped curve.

Properties of Normal Distribution are as follows;

Unimodal -one mode

Symmetrical -left and right halves are mirror images

Bell-shaped -maximum height (mode) at the mean

Mean, Mode, and Median are all located in the center