What are the best methods to analyse nominal, ordinal, interval, and ratio data in Life Sciences / Agricultural Sciences with reference to  Non-parametric & parametric tests?

Do you've a taxonomic illustration for statistical analytic methods according to type of data, Parametric/Non-parametric, Uni-variate/Multivariate tests.

Sample is attached.

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