If it's important and your algorithm can handle it, then it's data, not missing data, and there's no need to be concerned with the underlying representation. I

If it's important and your algorithm can handle it, then it's data, not missing data, and there's no need to be concerned with the underlying representation. If it's not important or your algorithm can't handle it, then you don't lose anything by collapsing it to NA.