"For the four clusters identified Compute the Euclidean distance between the following sets of points:

a. (2, 5) and (8, 4)

b. (2, - 1, 32) and (8, 15, - 5),

Find the average and standard deviations of each numerical variable for the schools in each cluster and compare them with the averages and standard deviations for the entire data set. Does the clustering show distinct differences among the clusters? "