Thanks for the answers.
I have another question. If electricity was applied in pulses as apposed to a constant flow, would the outcome be any different?
Can water molecules be split by simply passing an electric current through water or does it need to be done in a specific manner? Assuming the water solution remains constant, will the results vary depending on materials used for electrodes and does the placement of electrodes affect the outcome?