pleas help me

very important

I hope the solution is arranged and that it is a short solution.

1. Consider performing K-Means Clusterieg ea a ene-dimensional dataset containing seven data pointer [1,3,5,7,9,12,15] uving k=2, and the initial eluster ecatern are cluater_center_I =2,0 and closter_ceater_2 2=13.0. Apply K-Mean algorithm. In each itchation you nced to show three companats: a. The distancer between centers and each data point. (Note: please use the simple equation for distance between 10 points x1 and x2 as the arithmetic absolute difference x1x ). b. The cluster assignments, (That if, which data points are belongs to which cluster?). c. The new cluster centers after making the assignments. 1. Coasider perforaning KMeans Clastering on a ene-dimensional datasct containing seven data points: {1,3,5,7,9,12,15} waing k=2, and the initial eluster centers are cluster_cenier 1=2.0 and clester_cciter_2=13.0. Apply K-Mean algorithm. In each itcration you nexd to show three components: a. The distances between centers and each data point. (Note: please use the simple equation for distance between 10 points x1 and x2 as the arithmetic abselute difference x(1x2). b. The cluster assignments. (That is, which data points are belongs to which cluster?). c. The new cluster centers after making the assignments. 1. Coasider performing KMeans Clastering en a ene-dimensional dataset containing snco data points: {1,3,5,7,9,12,15} wing k=2, and the initial elester ceaters are cluster_cenier_1 =2.0 and clester_cciter_2=13.0. Apply K-Mean algerithm. In each. iteration you noved to show three components: a. The distances between centers and each data point. (Note: please use the simple equation for distance between 10 points x1 and x2 as the arithmetic absolute difference x(1x2 ). b. The cluster assignments. (That is, which data points are belongs to which cluster?). c. The new cluster centers after making the assignments