Measure of disolved hydrogen ions. It makes things acidic (like lemons) or alkaline (like ammonia).
You measure it with ph kits (take out 5ml of water and put three drops in). The kits are pretty cheap.
Also see this for more detail info:
http://en.wikipedia.org/wiki/PH