Question

The programming team knows they need to create a program that will use a linear data structure to complete large amounts of data manipulation very quickly. Which data structure is most appropriate?(1 point)
Responses

array list
array list

linked list
linked list

graphs
graphs

maps

Answer 1

For the scenario described, the most appropriate linear data structure for quickly manipulating large amounts of data would be an **array list**.

**Reasons:**
- **Array List**: It provides average constant time complexity for accessing elements by index, which makes it very efficient for data manipulation tasks.
- **Linked List**: While it allows for efficient insertions and deletions, accessing elements by index is typically slower than with an array list.
- **Graphs**: These are not linear data structures and are used for representing more complex relationships between data points.
- **Maps**: These structures are used for key-value storage and do not provide a linear arrangement of data.

Considering the need for speed in data manipulation, an **array list** would be the best choice here.