Eigenvectors, Data Science, Analytics, Principal Component, Graph.
information within the initial variables is squeezed or compressed into the first components. As you can see in above example (formula 5), a 2x2 matrix was transformed into single column matrix (transformed vector). So, let’s say you have 10 dimensional data, the PCA will try to compress it into a