The Spearman correlation coefficient is a non-parametric indicator that measures the dependence of two variables. The correlation of two statistical variables is analyzed based on a monotonic equation. If there are no duplicate values in the sample data, and when the two variables are completely monotonically related, ρ is ± 1 .