The Pearson Correlation Calculator computes the linear correlation coefficient (r) between two datasets by comparing deviations from their respective means. The resulting value ranges from -1 to +1, indicating the strength and direction of a linear relationship: positive values represent direct relationships, negative values represent inverse relationships, and values near zero indicate weak or no linear association.