As an independent contractor, how much must I make in order to pay taxes each quarter?

I am driving for Uber and I am confused about quarterly tax payments. I understand that if I think I will make X amount in profit after taxes within Y amount of time, then I will need to pay estimated quarterly taxes. What are the variables and how does that work?