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Data with categorical values that can be ordered by magnitude, but the exact distance (spacing) between categories is undefined or unknown.

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correlation with ordinal variable

I am trying to analyze experiments where small groups of animals are all treated with a drug at different doses. So each value on the x-axis represents one group and each value on the y axis the measu …