Consumer behavior is a dynamic and ever-changing landscape. To thrive, businesses must meticulously analyze the patterns shaping how consumers engage with products and services. This demands decoding a wide range of factors, such as demographics, socio-economic conditions, social influences, and technological advancements. Leveraging data analytic