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# Use a k-means cluster analysis to identify types of phone users.

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Please see the attached q5.doc Word document for the question. You will need the attached dataset tele.xls to complete as well.

##### Solution Summary

The following outlines the process of identifying types of phone users. In the first step a boxplot is generated and the distribution is discussed. In the second the log of number of calls is calculated, a boxplot is generated, and the distribution is disucssed. Finally, a 4-cluster solution is generated along with a description of each cluster.

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A. Boxplot for Numcalls variable.

The data is ...

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