Find any data you are interested in at the county level for New York and repeat one of the analyses above using the functions in the code provided and discuss your results. You may also swap out this example for a new one on different geography if you wish; all you will need is a shape file. You may embed the data you wish to analyze in this new shape file or import in using a csv file in this scenario. Depending on the geography you select, if you use centroids for the analysis, you may need to revise the 90,000 upper limit on distance between the centroids.