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Correlation analysis

Excuse me, my independent variable is an unordered categorical variable, species, and the dependent variable is a numerical variable, the probability of disease of different species, I want to know whether there is a correlation between the probability of disease and species, and what method should I choose to analyze? example: species mouse dog cat bird cattle percentage 10% 16% 19% 20%

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