In the rapidly evolving retail sector, understanding customer behavior and purchase intentions is key to

effective marketing and sales strategies. This assignment is based on a dataset that includes customer

interactions in a retail environment. The dataset encompasses various behavioral and demographic

variables, along with a 'Purchase Intention' score that reflects the likelihood of future purchases. The

objective is to perform cluster analysis to uncover distinct customer segments and to examine how

these segments correlate with purchase intentions.