The Comedy Central show has launched the #CancelTheSimpsons hashtag.
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The storm has killed at least two people and left a wide path of destruction.
"Can't wait for y'all to see Me BLUE," the actor who plays Genie tells fans.
New rules have been handed down to ensure the safety and well-being of the island's iconic animals.