One property of water that is missing in alcohol and oil is surface tension. Water has a high surface tension, which allows it to form drops and beads on surfaces like the penny. In contrast, alcohol and oil have lower surface tension, which prevents a high number of drops from accumulating on the penny as they tend to spread out more thinly.
