What is a longitudinal wave? In which medium: solid, liquid or gas, can it be produced?

The wave in which the particles of medium vibrate about their mean positions, in the direction of propagation of sound is called a Longitudinal wave.

Longitudinal waves can be produced in solids, liquids as well as gases.