When to withdraw or take a pass/fail?

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I can only think of it being a prereq where you would W and then retake for a letter because you want to apply to a bunch of schools that wont accept prereqs taken pass fail unless your entire school made everyone go pass fail. If its a random class or upper div, having one P isnt gonna matter.
 
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