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directions of the initial and the transformed vectors are the same, if it is negative, their directions are reversed. Number of eigenvectors An n-by- n matrix has, at most, n linearly independent eigenvectors. However, each eigenvector multiplied by a nonzero scalar is also an eigenvector. If you