Statistical Annotations in Scatterplot Matrices is a data visualization enhancement method that integrates quantitative statistical summaries, such as correlation coefficients, regression lines, or significance indicators, directly within the cells of a scatterplot matrix to facilitate the interpretability and analytical depth of multivariate relationships.