* Analysis Authorization in SAP BW/4HANA: Analysis authorizations are used to restrict data access for users based on specific criteria, such as organizational units (e.g., Controlling Areas). These authorizations ensure that users can only view data they are authorized to access.
* InfoProvider: An InfoProvider is a data storage object in SAP BW/4HANA that holds data for reporting and analysis. When a user performs a data preview on an InfoProvider, the system applies the user's analysis authorizations to filter the data accordingly.
* Data Preview Behavior: During a data preview, the system evaluates the user's analysis authorizations and displays only the data that matches the authorized values. Unauthorized data is excluded from the result set.
* The user has analysis authorization forControlling Areas 1000 and 2000.
* The InfoProvider contains records forControlling Areas 1000, 2000, 3000, and 4000.
* When the user starts a data preview on the InfoProvider:
* The system applies the user's analysis authorization.
* Only data for the authorized Controlling Areas (1000 and 2000) will be displayed.
* Data for unauthorized Controlling Areas (3000 and 4000) will be excluded from the result set.
* B. No data for any of the Controlling Areas:This would only occur if the user had no valid analysis authorization or if there were no matching records in the InfoProvider. However, since the user is authorized for Controlling Areas 1000 and 2000, data for these areas will be displayed.Incorrect.
* C. Only the aggregated total of all Controlling Areas:Aggregation across all Controlling Areas would violate the principle of analysis authorization, which restricts data access to authorized values.
Unauthorized data (3000 and 4000) cannot contribute to the aggregated total.Incorrect.
* D. Data for Controlling Areas 1000 2000 the aggregated total of 3000 4000:Unauthorized data (3000 and 4000) cannot be included in any form, even as part of an aggregated total. The system strictly excludes unauthorized data from the result set.Incorrect.
Key Concepts:Scenario Analysis:Why Other Options Are Incorrect:Why Option A Is Correct:The system applies the user's analysis authorization and filters the data accordingly. Since the user is authorized for Controlling Areas 1000 and 2000, only data for these areas will be displayed during the data preview.
* SAP BW/4HANA Security Guide: The official guide explains how analysis authorizations work and their impact on data visibility in queries and data previews.
* SAP Note on Analysis Authorizations: Notes such as 2508998 provide detailed guidance on configuring and troubleshooting analysis authorizations.
* SAP Best Practices for Data Security: These guidelines emphasize the importance of restricting data access based on user roles and authorizations.
References:By leveraging analysis authorizations, organizations can ensure that users only access data they are authorized to view, maintaining compliance and data security.

B. Generate external views:
* External views allow joining master data and transactional data in SAP HANA Calculation Views for flexible reporting.
C. Composite Provider with left outer joins:
* Composite Providers allow combining data using joins, providing a flexible virtual data mart structure.
E. Open ODS View with associations:
* Open ODS Views enable flexible modeling using associations between different master data entities.
References:SAP BW/4HANA modeling and reporting documentation (SAP Help Portal).

* SAP Analytics Cloud analytics designer: This tool can help you create web-based dashboards with interactive visualizations using Javascript. You can use the analytics designer to create custom applications that leverage the power of SAP Analytics Cloud models and APIs12.
Reference:
* 1 https://blogs.sap.com/2020/11/05/data-visualization-best-practices-in-dashboard-design-using-sap-analytics-cloud/
* 2 https://blogs.sap.com/2021/12/15/sap-analytics-cloud-sac/