Hi Hilary, it only appears with admin login. So still you want to remove it

<?php edit_post_link( __( '<i class="fa fa-pencil"></i> Edit - ', themeofwp ), '<small class="edit-link">', '</small><div class="clearfix"></div>' );

you can find in page.php. Also you can check this topic further info:

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