Nickname of the town Kittanning, located in Pennsylvania. the name is a parody of Jersey Shore.
"Dude, did you go to the Penns game Saturday?!"

"Naw, I was hangin out down on Shittanning Shore baby!"
by Bubby the Whale September 25, 2011
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