We get this question asked enough where we thought we should post about it. I am going to keep it extremely simple.
WebSite: Refers to the entire domain
e.g. https://moz.com
WebPage: Refers to a particular page on that domain.
e.g. https://moz.com/about
You can view sample code for WebSite and WebPage right here.