Included with this assignment is an Excel spreadsheet that contains data with two dimension values.The purpose of this assignment is to demonstrate steps performed in a K-Means Cluster analysis.Review the ”k-MEANS CLUSTERING ALGORITHM” section in Chapter 4 of the  et. . textbook for additional background.Use Excel to perform the following data analysis.You will use Excel to help with calculations, but only standard functions should be used (i.e. don’t use a plug-in to perform the analysis for you.)  You need to show your work doing this analysis the long way.  If you were to repeat steps 4 through 6, what will likely happen with the cluster centroids?  The rubric for this assignment can be viewed when clicking on the assignment link.Here is a link to an example spreadsheet using a smaller data set.  It contains two tabs.  The first tab is the raw data.  The second tab contains the analysis that was performed.  Make sure that you use a different starting center points from the example. 
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