Pure water does not conduct electricity! H2O! What does is salt (chlorine) that is inside our water and other little particles like iron and other minerals.
and if you put electricity through salt water, you can seperate the hydrogen from the oxygen... can you tell us what happens if you mix the hydrogen and the oxygen again?