Can you perform a nonparametric test?

If your data is not normal, there are a few steps you can take prior to performing a nonparametric test. If your data has a generally skewed distribution, you could consider a transformation of the data. When data is significantly skewed in one direction or the other, sometimes there are patterns that can be observed.
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