The language people use when talking about eggs can be confusing.
If someone candles and says their egg is 'clear' that usually means an egg that never started to develop. This could be an egg that was never fertilised in the first place, or an egg that was fertilised, but got bumped about during shipping to the extent that it got 'scrambled' which is a word used to describe eggs that have had a very rough time during shipping. You can't really tell the difference between the two, which is why people should be wary of contacting sellers and complaining they've been sent infertile eggs!
A clear egg is different from a rotten egg. A clear egg could sit in your incubator for the whole 21 days of incubation, and if you cracked it open after that you'd most likely just find a warm eggy smelling mush of mixed up egg white and runny yolk. I usually remove clear eggs at 12-14 days and feed them to my dogs, as they're still fine to eat. They're not bad, they're just non-developers.
A rotten egg is one that's become contaminated by bacteria, which will grow and multiply in the warm incubator conditions. A rotten egg can develop from either a clear egg OR from an egg that was fertile and had started to grow an embryo but then died. A rotten egg will stink to high heaven, even through the unbroken shell, and I don't think that even my disgusting greedy horrible poo-eating dogs would ever be stupid enough to try eating one. Though I wouldn't be confident enough to put money on it!
Sometimes confusion is caused when people say they've got dud eggs or bad eggs, meaning they're annoyed about having non-developers, and other people assume that by 'bad egg' they mean a rotten one, not just one that wasn't any good...
It's hard to describe what eggs should look like when candling, but if you're not sure what you're seeing, best to leave them in! A clear egg isn't perfectly clear and yes, you'll probably be able to see the yolk kind of moving about slowly in there. If at about 7 days you can quite clearly see a little black dot (the embryo) and a network of veins in some eggs but not in others, it's most likely that those others are non-developers.