Eigenvectors, Machine Learning, Artificial Intelligence, Data Science, Statistics.
the eigenvector is not rotated. An Eigenvector is a vector whose direction remains unchanged when a linear transformation is applied to it. Consider the image below in which three vectors are shown. Linear Transformation Eigenvectors (red) do not change direction when a linear transformation (e.g.