Consumer behavior is a dynamic and ever-changing landscape. To prosper, businesses must meticulously analyze the trends shaping how consumers engage with products and brands. This involves interpreting a wide array of factors, such as demographics, financial conditions, cultural influences, and technological advancements. Employing data analytics