iTunes asks shows a dialog box asking if you would like to delete a track for every duplication that Tune Sweeper has found.
To prevent this - sign out of your iTunes account in iTunes before using Tune Sweeper.
In iTunes, select 'Account->Sign Out' from the top menu.
On a PC - you can access the iTunes menus by tapping the Alt key on your keyboard.