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In a monotonic relationship, the variables also tend to change together, but not necessarily at a constant rate. Spearman Rank Correlation evaluates the monotonic relationship between the ranked values. Linear means a relationship when two variables change in the same direction at a constant rate. The Pearson Product Moment Correlation tests the linear relationship between two continuous variables. The Spearman correlation is the nonparametric version of the Pearson correlation coefficient that measure the degree of association between two variables based on their ranks.
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Do Spearman correlation in Excel using a graph.
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