Modern companies are increasingly reliant on information to guide strategic decisions and gain a competitive advantage. A thorough data analytics framework moves beyond simply collecting numbers; it's about transforming raw figures into actionable perspectives. This requires employing a variety of techniques, from descriptive analysis to predictive