Wave from the piezoelectric material is not what I expected. Did I miss a step?
The signal is AC, it goes positive and negative, the frequency is the frequency that you press it. 

This piezo disk device is a transducer it converts flexing into the movement of electric charge, flex it one way and charge is pushed into the wires allow it to relax and the charge is pulled back the other way.