If im diving and then move my hand or some paddle under water fast enough. will this create a vacuum(aka, no water in this spot)?

bonuspoint 1: If yes, what is the best shape to do this with?

bonuspoint 2: and if you know how do i calculate how fast to move my hand/paddle/thingabob.