Not sure why you mentioned "african village", sounds like you have some prejudices about those.
Anyway, probably not, since the process requires hydrogen. I think if you're not near a water mains, other means of water purification will be a bit more important.
Because it shouldn’t be limited to wealthy, industrialized nations. Especially when those same places are the ones who created the problem in the first place.