Consumer behavior is a dynamic and ever-changing landscape. To succeed, businesses must meticulously analyze the trends shaping how consumers interact with products and services. This involves understanding a wide range of factors, such as demographics, socio-economic conditions, cultural influences, and technological advancements. Employing data