I vote for SPSS as well. It looks very complicated at first, but it is comprehensive.
Another software I recommend is GraphPad Prism. It can do basic statistical tests and lets you customize the resulting graphs. It has a 30-day free trial period. It does not seem to be as stable as SPSS...
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