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In an era of vast data availability, the ability to predict future trends accurately has become a critical advantage for businesses, policymakers, and researchers alike. This paper examines the predictive power inherent in data analytics and mining techniques and their applications in forecasting future trends across various domains. Through a comprehensive review of methodologies, case studies, and real-world applications, we explore how data analytics and mining enable the extraction of valuable insights from large datasets to anticipate trends in finance, healthcare, marketing, and beyond. We delve into the tools, and best practices employed in predictive modeling, emphasizing their role in enhancing decision-making processes and strategic planning.
Agarwal et al. (Mon,) studied this question.