In your personal Facebook profile on facebook.com, navigate to the Settings area. Click Apps in the sidebar menu. Click the Edit link of your Facebook application. Change the "Visibility of app" to the desired privacy level. Note: this will not affect the visibility of already published posts, only of new posts published after this change.
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