Eigenvectors, Data Science, Analytics, Principal Component, Graph.
to see and evaluate the data. The animation below tries to show that. The blue dots are our datapoints. PCA tries to find maximum variance of the projection (red lines) of blue dots. If we look carefully, the maximum variance occurs when the rotating black line meets the magenta lines, and that