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dataset in new dimensions. (Normalised A matrix) . (Eigenvector Matrix) = Transformed Dataset Red squares indicates which row is multiplied by which column to get first element in new dimensions according to eigenvectors. To conclude, you can see latest dataset per student in 2 dimension as