Web Analytics = measuring your web traffic data... in depth.
Example: You have a website. So, where do your visitors came from?
Answer 1: he searched for "car" on Google, and found your site.
Answer 2: she browsed "Autos" on Yahoo Directory, using clicks only, never typing a word.
Analytics = better than asking visitors, "How did you find us?"