Data analysis focuses on using statistical tools and computational methods to interpret historical data and support the decision-making process, while data science is a broader field that includes not only data analysis, but also involves building complex machine learning models and predictive algorithms to predict future trends and automate decision-making systems. Data science combines data analysis, programming, machine learning, and big data technologies to solve more complex problems, such