A scree plot is a graphical representation used in statistical analysis, particularly in the context of Principal Component Analysis (PCA), to visualize the variance explained by each principal component. It helps in determining the optimal number of components to retain by plotting the eigenvalues against their corresponding component numbers, typically displaying a clear 'elbow' point that indicates diminishing returns in explained variance.
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