You need a regular deck of 52 cards and a little table space to play this game.
Cut out the Jokers and separate any King and Queen of the same suit.
Shuffle the remaining cards and place the Queen on top and the King on the bottom when you are done shuffling.
Start by turning over the cards one by one; the Queen will be first.
Any card that has the same rank or suit that is next to the same type of card or just one over needs to be removed. For example, let's say you have the Queen, then an Ace of Spades, a 2 of hearts, a 2 of clubs, and a 4 of spades. The 2's would be discarded; moving together the Ace and the 4. They would also be discarded as they are the same suit.
Hopefully you will be able to discard the rest of the deck except for the Queen and King.