Refer to the data below, Apply the 2-means algorithm (i.e. with 2 clusters) to identify two segments in the customer base shown below. Use customers b and d as initial means for the two clusters. Describe each step, and show all relevant calculations (Hint: you don't necessarily need to use calculators to compute the distances. You only need to tell which distance is bigger).

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