Components are either in series or shunt position. Don't know which of those "parallel" is supposed to be.
A series capacitor acts as a high pass filter (blocks low frequencies).
A shunt capacitor acts as a low pass filter (bleeds off high frequencies).
The capacitor is parallel to the signal path. One plate to hot and one plate to ground.
