Manually perform K-means clustering for 4 iterations on the following 1-D dataset (see that K=3 below). Report the updated cluster assignment for each datapoint and the new means at each iteration. (7 pts)

Data = [ 1 3 4 5 8 9 10 11 12 16 17 ]

Initial means = [ 3 9 12 ]