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monotonic relationship. Step 2: Calculate the Rank of two variables Step 3: Calculate the PCC of the ranked variables. How do we rank the variables? This is important to understand how to calculate the ranks of two random variables since Spearman’s Rank Correlation Coefficient based on the ranks of