Correlation Coefficient from a Covariance Value Formula

Below you will find descriptions and details for the formula that is used to compute Pearson correlation coefficients from covariances.

Pearson correlation value:

Variable definitions:
cov_XY = covariance between X and Y
σ_X = standard deviation of X
σ_Y = standard deviation of Y