"Mirror iMac" under airplay settings isn't working?

I'm trying to airplay my 3rd gen Apple TV with my iMac but the option isn't available? I've updated my iMac to the latest operating system. What else can I do to fix this? Do I have a incorrect setting somewhere?

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