Exploring clusters

CityCycle, a bike-share company, is planning where to install new docking stations in a downtown district. Every dot on the map is the end point of a recent trip — a spot where riders tend to finish their rides.

Using clustering on this trip data, you need to help decide how many docking stations to open. Adjust the number of stations and see how the trip points group together.

Based on these trips, how many docking stations do you think should be opened downtown?