Hitting flip simply takes the entered (or default) coords and displays two columns of info below, maps and data about the location. Hitting it again doesn’t toggle anything further. Slightly confusing at first.
Are you on mobile? There is a second column with flipped coordinates that is offscreen if the phone is in portrait mode. I suggest that you try to browse the page in landscape mode.
