Data manipulation refers to the process of organizing or arranging data to make it easier to interpret and use. It involves adding, deleting, and modifying data in a database using a data manipulation language (DML) . DMLs are computer programming languages that are often a sublanguage of a broader database language such as SQL. Data manipulation can be used to sort, reorganize, and move data without making essential changes. It can improve company and organization development by enhancing efficiency, identifying trends, decreasing expenses, and studying client behavior. Data manipulation is critical for process efficiency and optimization, and it has a direct impact on what kind of business decisions get made because it provides a way to see data more clearly within a big picture.