Correlation vs Causation in Data Science

A short and sweet explanation using real-world examples.

Let’s jump into it right away.


Correlation means relationship and association to another variable. For example, a movement in one variable associates with the movement in another variable. For example, ice-cream sales go up as the weather turns hot.

A positive correlation means, the movement is in the same direction (left plot); negative correlation means that variables…