Does not delete its data
If you delete this app the normal procedure is to also delete the apps associated data. In the case of the Google Authenticator the data is still there. If you reinstall the app all of your 2FA tokens reappear. So much for security!
Frozen999 about
Google Authenticator, v3.0.0