Knock Knock

Here is Bryce's favorite joke. He tells it to everyone. We heard it 20 times in a row on the way home from the lake yesterday.

Knock, Knock
Who's there?
Banana
Banana who?
Banana monkey show coming right up!

What makes this so funny? I have no idea. Please help me figure it out.