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a) Keep my files: Removes apps and settings, but keeps your personal files.
b) Remove everything: Remove all of your personal files, apps, and settings.
Warning: this action will erase all your personal information and downloaded apps.
We strongly advise that you back up your personal data to prevent loss of personal data. (Refer to Q How to back up my laptop data)