Yes, both the projected data and the transformation matrix are NumPy arrays. 
The projected data is a 2D array with the same number of rows as the input data, but with the columns representing the principal components. The transformation matrix is also a 2D array with the eigenvectors of the covariance matrix as its columns.
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