For quick data manipulation in a linear data structure, an array list is the most appropriate choice.
Array lists provide efficient access to elements due to their underlying array structure, allowing for quick retrieval and iteration. While linked lists offer efficient insertions and deletions, they do not provide the same level of performance for random access, making array lists more suitable for scenarios where large amounts of data need to be manipulated quickly.
Thus, the best choice is array list.