cluster named towns using their Latitude and longitude or radian values

Question

I would like to cluster named towns using their Latitude and longitude or radian values. I am new to R and would like some advice.

Answer 1

Well, you could try using the K-means algorithm. K-means will cluster your towns according to means of cluster which in your case could easily derived from latitude and longitude.