A scree plot is a graphical representation used in statistical analysis to identify the optimal number of components or factors to retain in a dataset. This plot is typically used in Principal Component Analysis (PCA) or Factor Analysis. The x-axis represents the number of components, while the y-axis shows the corresponding eigenvalues.