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eigenvector of A. It is only scaled by a value, which is called an eigenvalue of the matrix A. An eigenvector of the matrix A is a vector that is contracted or elongated when transformed by the matrix. The eigenvalue is the scaling factor by which the vector is contracted or elongated.