What is Harpoon That Whale?
A call used in derogatory fashion to make a fat girl's presence known so everyone around can enjoy laughing and staring.
Literally, it means "Fuck that fat chick!"
"Harpoon that whale"
See fugly, fat chicks, fuck, sex