no vs no shit

no

intj
  • disgust 

  • vehement rejection of truthfulness 

  • mild disapproval 

particle
  • Used to show disagreement, negation, denial, refusal, or prohibition. 

  • Used together with an affirmative word or phrase to show agreement. 

  • Used to show agreement with a negative question. 

prep
  • not, does not, do not, etc. 

  • without 

  • like 

det
  • Not any. 

  • Hardly any. 

  • Not (a); not properly, not really; not fully. 

  • Not any possibility or allowance of (doing something). 

adv
  • Used before different, before comparatives with more and less, and idiomatically before other comparatives. 

  • not 

  • Used idiomatically before certain other adjectives. 

noun
  • a negating expression; an answer that shows disagreement, denial, refusal, or disapproval 

  • a vote not in favor, or opposing a proposition 

no shit

intj
  • An exclamation of amazement or disbelief. 

  • An ironic response to a statement of the obvious. 

  • Used other than figuratively or idiomatically: see no, shit. 

How often have the words no and no shit occurred in a corpus of books? (source: Google Ngram Viewer )