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covered V and Σ, what about U? We can go through the exact same logic as above to uncover what the matrix U contains. Since V is the eigenvectors of the columnwise correlation matrix, U is the eigenvectors of the rowwise correlation matrix, denoted by: Source: Image generated by author. Again, V is