As an amusing side note, I once came across a joke compression program that could compress any data down to zero bytes. It did this by creating directories filled with zero-sized files whose filenames contained the actual data of the file in question.
If you right-clicked on the folder and asked the OS how big it was, it'd report 0 bytes. But of course all that data still had to be stored somewhere, in the metadata of the filesystem.