My Projects

Clustering Analysis

Client: Villahi Cleaning Products.

I realized a cluster analysis of the customers of Villahi cleaning products to segment the customers according to their buying frequency and quantity to help measure the loyalty of their customers and transfer this info to their marketing team. The image below shows such clustering analysis, with the k-means algorithm, with only a small sample of customers, this with the purpose of mantaining privacy of the business.