Is Nominal and is independent measures
Chi square
Is nominal but not independent measures
Binomial sign test
Not nominal and not test of difference (is a correlation)
Spearmans rho
Not nominal, is a test of difference (experiment), not independent measures
Wilcoxon signed ranks
Not nominal, is a test of difference (experiment), is independent measures
Mann-whitney U test