if u want to understand the joke scroll down after watching the video. this is a long animation The joke is whatever you say is the opposite of what you said so when you say it is opposite day then it is now not opposite day
most kids when they get roasted say " Oh well it is opposite day, So you called me great." because if it is opposite day and you call them great then you are saying that they called you awful.