A random occurrence that can't be explained. For example,
It wasn't their fault that the show failed; it was just one of those things. This expression was given greater currency as the title and refrain of one of Cole Porter's most popular songs ("Just One of Those Things," 1935). [c. 1930] Also see
one of those days.