Every individual and company is impacted by manufacturing in some capacity, and the industry possesses substantial volumes of data. With an escalating demand for affordable high-quality goods propelled by an improvement in global living standards, the key to meeting this requirement lies in leveraging Big Data analytics. Manufacturers, if successful in harnessing the potential of data, can predict consumer needs with a high degree of certainty, enabling them to produce widely accepted products that align closely with market demands.