You can delete a great deal of information such as lessons, courses etc., but you cannot delete some root items such as users. You can, however, remove any identifying factors such as name, phone numbers, addresses etc., from users so that there is no trace of the individual left.

This is covered in another FAQ section: Working with Users – Can I remove a Users details?