Hi @RomyWeekers; welcome aboard and thanks for using Dropbox!
To directly cut to the chase, your files will be restored in their original locations and not in one specific folder.
As for the reasons why they might have been deleted, you can take a look here.
Let me know if you have any more questions, Romy!