The data set below represents the locations of users of a certain app. Determine whether there is a location that users tend to migrate to when using this app or whether users in a certain neighborhood tend to use the app more.

1. Use a centroid-based algorithm, such as k-means clustering, on the data set and reportwhether there are neighborhoods of heavy app use, and if so,where these neighborhoods are located.

Dataset in excel sheet below because it is long

https://drive.google.com/file/d/1IOaHCxI4YIzTZwxpAczmJzCKc4BpWPCk/view?usp=sharing