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0.69671139, -0.71735154]])) You can store the eigenvectors as two vectors u and v. Let’s plot the eigenvectors with the data (note that you should use centered data because it is the data used to calculate the covariance matrix). You can scale the eigenvectors by their corresponding eigenvalues,