Your question is Clustering Stores for Segments. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
What clustering algorithms would you use to group retail stores based on sales velocity and geographic layout at Walmart Supply Chain, and how do you evaluate the optimal number of clusters?