Here's an external resource to understand the concept more

I had a hard time grasping these concepts and their relevance, so I googled around and came upon these sites:

https://www.scribbr.com/statistics/variance/

https://www.alchemer.com/resources/blog/variance-covariance-correlation/

Just sharing as perhaps others might find additional reading helpful.