I need your advice in A clustering problem.

A clustering advice

The situation: I am an operations analyst Ineeded to give each agent the closest 35 customer for him to visit.

Solution : I used kmeans_constrained to cluster the retailers by their longitude and latitude and set the max size to 35 and that’s fine, it does decent job in terms of distances.

Con: it’s really random, it just gets the closest 35 customers to visit regardless of anything else.

So, I made a custom score for each …

advice analyst cluster clustering customer datascience job latitude max operations retailers set solution