Understanding jQuery conflicts in an large Visualforce page context

I was going through lot of jQuery stuff recently and thought I will brief about what and how can a conflict of jQuery is understood in a better way.

Here we go! following is the detailed example for using jQuery variables ( Demo - JSBin )