I don't understand the questions regarding mp3 compression since mp3 is
already compressed.

True, but at varying bit rates, etc...When you convert
a wav to mp3, you can choose the bitrate, and decide
how much "compression" you want. Often many mp3's
can be further shrunk from their present file size with
not too much degradation in sound quality.
MK