Modern companies are increasingly reliant on data to influence strategic decisions and gain a competitive advantage. A thorough data analytics framework moves beyond simply collecting numbers; it's about shifting raw figures into actionable understanding. This entails employing a selection of techniques, from descriptive investigation to predictive