Introduction: The Importance of Real-World Data In the realm of data science, theoretical knowledge is just the starting point. The true test of a data analyst’s prowess lies in their ability to navigate the complexities of real-world datasets. Unlike the pristine, textbook examples often encountered in academic settings, real-world data is messy, incomplete, and often