Consumer behavior is a dynamic and rapidly landscape. To prosper, businesses must meticulously analyze the movements shaping how consumers interact with products and brands. This demands understanding a broad array of factors, such as demographics, economic conditions, lifestyle influences, and technological advancements. Employing data analytics