C_SAC Exam Questions: Free SAP Practice Tests [2026]
This certification validates your core skills and fundamental knowledge in the area of SAP Analytics Cloud (SAC) Data Analysis. It is specifically designed for data analysts and consultants who need to demonstrate their ability to explore, visualize, and analyze data to drive informed business decisions. This certification proves you can handle the end-to-end analytics workflow - from data preparation to advanced storytelling.

Why practice with scenario-based questions?
The C_SAC exam isn't just about identifying buttons in the interface; it’s about applied data strategy. You will encounter scenarios where you must choose the most efficient visualization for a specific KPI or decide between a Live or Import data model based on real-time requirements. Pure memorization won't help you navigate the logic required to solve complex data relationship issues or security configurations.
What you'll find below:
We are providing FREE scenario-based practice questions that simulate the actual exam experience. These questions are designed to test your analytical mindset, your technical grasp of the SAC interface, and your ability to deliver high-value business intelligence.
The Best Part? Each question includes detailed explanations to help you understand the "why." You’ll learn how to think like a Senior Data Analyst, ensuring you are ready for both the C_SAC exam and your next big data project.
Let's dive into the practice questions:
Practice Questions
Test your knowledge with these free sample questions
You have created a script that calculates depreciation for assets over a 20-year timeline using a FOREACH loop. For many assets, the book value reaches zero after just 3 or 4 years. Currently, the script continues to loop through the remaining 16+ years of empty data for every asset, which is hurting performance.
Which keyword should you add to your script to stop the loop immediately once the value reaches zero?
A planner has just finished updating the "Sales Revenue" forecast for Q3 in an SAP Analytics Cloud story configured for seamless planning. They click the "Publish" icon to commit their changes. To verify that the data has successfully moved from the story to the backend database, where should an IT administrator look to see the updated raw records immediately?
You are writing a complex script where you need to calculate a "Total Sales" figure first, and then use that figure to calculate "Commission" and "Marketing Budget" in subsequent steps. You do not want this intermediate "Total Sales" value to be stored permanently in the database or appear in user reports; it is needed strictly for the duration of the calculation.
How should you define this member in your script?
A marketing executive spends two hours every month taking screenshots of their SAP Analytics Cloud charts to paste into a PowerPoint presentation for the board meeting. Frequently, the data changes just before the meeting, forcing them to redo the screenshots.
Which tool would allow the executive to embed the charts into the slides once, so they can be refreshed with live data without manual copy-pasting?
A business analyst at a bike manufacturing company is reviewing the budget for 2025. They do not want to simply project past trends; instead, they need to answer the question: "What is the probable impact on Operating Income if the Cost of Goods Sold fluctuates unpredictably between $10 million and $20 million?" They need to run a simulation using random inputs to determine the probability of pessimistic, realistic, and optimistic outcomes without writing any code.
Which specific feature should the analyst use to perform this risk analysis?
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