The opposite of play is not work. The opposite of play is depression.

Madness string 2991

It seems like it would be difficult to get any meaningful data when so many variables change simultaneously.

Like... WHY WOULD YOU HAVE EGGS IN YOUR LIVING ROOM TO BEGIN WITH?!