Following the link, you'll watch a computer simulation of the smooth fall of an object in the water tank due to pure gravity. Since the body is not perfectly symmetric in its shape, it turns out that the object is rotating counter-clockwise as well as dropping vertically. Another possible reason for the rotation is the instability of the falling process intrinsic to this particular example of fluid-structure interaction as in the case of swing pendulum.