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Learning Goal: I’m working on a r question and need guidance to help me learn.Requirements:1. Identify three variables in the dataset and apply k-means clustering on these three variables.2. Create 2, 3, 4, and 5 different clusters and find their total within sum of squares values using R. By looking at the relative decrease in the within sums of squares values, choose the best number of clusters that you think is appropriate to use.3. Find the mean and the standard deviation of each variable for each cluster using pivot tables. Use the number of clusters you determined in part 1.4. Submit a Word document that contains a brief explanation of your dataset and a detailed discussion of your results. You can include screenshots of tables and graphs you created in Excel, Power BI, or R.
Requirements: N/A
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