Jane: No shit! It can be used to convey negative emotions as well: John: I just got a $500 speeding ticket! Jane: No shit! The second usage is to express insincere wonderment. In this case, No shit! is a sarcastic response to something the person finds obvious: John: If you stare at the sun, you'll probably go blind. Jane: No shit! More @Wikipedia
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