Introduction: In the realm of data management, the importance of an analytic mindset cannot be overstated. This mindset is not just about crunching numbers; it's about understanding the journey of analytics, from the initial goal-setting to the final analysis. It involves recognizing the objectives at each step and using them to guide our approach to problem-solving. Understanding the Iterative Nature of Analytics: An often-overlooked aspect of data analysis is its iterativ