In this problem, you will generate simulated data, and then perform PCA and K-means clustering on the data. (a) Generate a simulated data set with 20 observations in each of three classes (i. e. 60 observations total), and 50 variables.

Create a file called favorite_foods, and list your favorite foods, entering five or six or more. press enter after each favorite food so it appears on its own line (make certain you also press enter after the final food item). after the file is created, add two more foods you like that are not on the list (press enter after the final food item). view the list of foods to make certain the two items you added appear at the end of the list