Basically, it is slang for saying "that's awesome" or "hell yeah"
Jack: Hey wanna go to McDonald's?Bob:YE BOIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIIII
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