for all of the questions that pop up here from time to time about statistical significance- here's a nice "pruning campaign while not sober" super easy a/b 'should I clip this LP/keyword/source/affiliate/etc' test
Split Test (A/B Test) Calculator
Split Test (A/B Test) Calculator