OLAP operations (e.g., slice, dice, roll-up, drill-down) MCQs

1. What does the “slice” operation in OLAP do?

A. Aggregates data along a hierarchy B. Rotates data to view from different angles C. Selects a single dimension from a multidimensional cube D. Divides the data cube into smaller cubes Answer: C

2. Which of the following is an example of a “dice” operation in OLAP?

A. Selecting a single dimension of data B. Selecting multiple dimensions and filtering data based on certain criteria C. Aggregating data to a higher level of hierarchy D. Drilling down to a more detailed level Answer: B

3. The “roll-up” operation in OLAP involves:

A. Aggregating data to a higher level of a hierarchy B. Breaking data into more granular levels C. Rotating the cube for different perspectives D. Filtering data based on specific conditions Answer: A

4. What does the “drill-down” operation do in an OLAP cube?

A. Aggregates data to a summary level B. Moves from a summarized view to a more detailed view C. Filters data to focus on a specific slice D. Combines data from multiple sources Answer: B

5. Which operation allows users to view data from different perspectives by rotating the data cube?

A. Slice B. Dice C. Roll-up D. Pivot Answer: D

6. What happens when you perform a “slice” operation on a data cube?

A. You reduce the cube to a single dimension B. You rotate the cube to view data differently C. You filter the cube to show data for a specific value of one dimension D. You split the cube into multiple smaller cubes Answer: C

7. Which OLAP operation involves selecting multiple dimensions and applying filters on them?

A. Slice B. Dice C. Roll-up D. Drill-down Answer: B

8. Moving from monthly data to quarterly data in an OLAP cube is an example of:

A. Drill-down B. Slice C. Roll-up D. Dice Answer: C

9. In the context of OLAP, “drill-through” means:

A. Moving from a data cube to transactional data B. Aggregating data at a higher level C. Viewing data from a different perspective D. Applying filters on multiple dimensions Answer: A

10. Which of the following operations would you use to examine more detailed data for a specific year?

A. Roll-up B. Drill-down C. Dice D. Pivot Answer: B

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