I've done this too and have an extra tip.
You can buy graphite rods from Amazon:-
https://www.amazon.co.uk/gp/product/...?ie=UTF8&psc=1
If you use those as electrodes, the water solution stays clean, so you can see what is happening easier and you don't have a mess to deal with at the end.