Question: Using the data in the file P17_21.xlsx, the same data as in Problem 19, use the method in Example 17.4 to find four clusters of

Using the data in the file P17_21.xlsx, the same data as in Problem 19, use the method in Example 17.4 to find four clusters of cities. Note that there are two text variables, Crime_Trend and Unemployment_Threat. You can ignore them for this problem. Write a short report about the clusters you find. Does the clustering make sense? Can you provide descriptive, meaningful names for the clusters?

For this Assignment, review the resources for this week, and examine the k-means clustering approach. Reflect on how you might apply this approach to an issue or challenge in a health services organization. Then, complete the problems for the Assignment.

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