Understanding modern marketplace dynamics via extensive consumer observations and strategic insights. The retail setting persists in change at an unprecedented pace, driven by technological advancements and shifting societal expectations. Understanding customer preferences necessitates state-of-the-art data-driven techniques that represent the mu