A buddy of mine used to put a handful of change in an empty plastic bottle and it was so loud it made everyone around him want to end his existence. So, highly recommended.
Posted this earlier in this thread. And the water is far cheaper than the beer bottle. Just stuff the end with some napkins. I do it every game and it works like mad. Though the fans seated near you, look at you like WTH, cause it is so loud.