The evaporation of water is a physical change. Water molecules do not change. It's just that water molecules diffuse in the air with different movements.
The electrification of water is a chemical change. Water molecules are broken down and split into hydrogen atoms and oxygen atoms. The two atoms are recombined to form hydrogen molecules and oxygen molecules, thus forming new substances.