Data Science and Data Analysis are closely related fields within the realm of data-driven decision-making. Data Science is a broader discipline that encompasses a wide range of techniques, including machine learning, statistical modeling, and advanced programming, to extract insights and predictions from complex datasets. . On the other hand, Data Analysis focuses more specifically on examining and interpreting existing datasets to uncover meaningful patterns, trends, and insights