1. Suppose that we are given a data set of 20 points in 2d space. When the first principal component of the data set is computed, the result is as follows: u = If we add one data point to the data set at (2,2), how would this first principle component change? O It would rotate toward the y axis. It would not. O It would rotate toward the x axis