I attended a class at the Home Machine Quilt Show in Salt Lake City. The lady recommended bottled drinking water because it has the "right amount of minerals". I used tap water and it has leaked and stained my fabric!!!
Since using bottled drinking water, I've never had a leak. And it's a great way to use up 1/2 empty bottles.