Work with your assigned partner to write a series of Python scripts to fit Agglomerative clustering model to this data.
Make sure to use model selection and random restarts and answer the following questions:
Plot the data with the centers of each cluster. Color code the points according to their cluster assignment. Plot the dendrogram for the clusterings.
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