I figured out why everyone is buying toilet paper. Because a huge rock is headed towards Earth, and paper covers rock.
Toilet Paper Logic
Explanation
The joke plays on the idea that people are stockpiling toilet paper for no good reason, and the punchline suggests a ridiculous explanation that paper would be able to protect from a huge rock. It's a silly and absurd reason.