Question 2-K-means: (R studio)

In this question, you will use the K-means clustering algorithm to cluster US states by the Violent Crime Rates. The dataset that you will use for this question is named USArrests and is one of the available datasets in R. You do not need to load any extra package.

Run the following command and read the description of the dataset: ?USArrests

Use the scale function to z-score standardize the USArrests data frames and save the standardized USArrests on a data frame named USArrests _z.

Run the following code so we all get the same results: RNGversion("3.5.2") set.seed(1)

Perform K-means clustering with 5 clusters.

What states are in each cluster?

What are the values of the cluster centers?