How important is the diameter?
Diameter is the size of the propeller, if you draw a circle around your propeller, in between you measure the diameter.
By increasing the diameter you will have more grip on the water, better thrust. Because of this the RPM is lower.
By decreasng the diameter you will have more speed because theresistance in the water is less, also because of this the RPM is higher.