Eigenvalue decomposition scatter graph 2d

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An illustration depicting Principal Component Analysis (PCA) with two orthogonal principal components shown as green arrows, illustrating data distribution within an elliptic boundary. The dots represent data points, and the ellipse indicates the overall variance in the data set.

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