In today's data-driven world, the monumental quantities of information created presents both a {challenge{ and an opportunity.{ Big data analytics empowers us to transform this raw resource into meaningful knowledge. By harnessing advanced techniques, we can uncover hidden patterns, predict future trends, and make more informed decisions across num