what is the difference between the independent t-test and the mann whitney u-test?
Unlike the independent-samples t-test, the Mann-Whitney U test allows you to draw different conclusions about your data depending on the assumptions you make about your data's distribution. ... These different conclusions hinge on the shape of the distributions of your data, which we explain more about later.