M4 · Finding Groups Nobody Labeled
How Many Groups Are There?
Use elbow and silhouette to argue for a value of k, and admit the ambiguity.
k-means needs to be told how many groups to look for. Your data never says. There are two honest ways to argue for a number, and neither of them is a proof.