The most appropriate data structure for rapid data manipulation in this case would be array list.
Array lists allow for quick access to elements via indices, efficient iteration, and are generally faster than linked lists in terms of accessing elements, particularly when dealing with a large amount of data. Maps and graphs serve different purposes and wouldn’t be as suitable for linear data manipulation needed in this scenario.