That substance is just cornstarch and water. If you've never played with it, I highly recommend it. Just get a box of cornstarch and mix more and more of it into a bowl of water until you can't mix any more in. You'll know when that happens. It's not called a non-Newtonian fluid (youtube link) for nothing.