How can data analysts maintain consistency across different reports in SAP Analytics Cloud?

To maintain consistency across different reports in SAP Analytics Cloud, utilizing master data management is essential. Master data management ensures that all the reports reference the same set of standardized data definitions and structures. This approach helps to create a single source of truth, which is crucial for aligning information across various reporting environments. By managing master data effectively, organizations can avoid discrepancies that may arise from using different versions or interpretations of data across multiple reports.

In contrast, applying consistent filter settings, while helpful, mainly impacts how the data is viewed in a specific report rather than ensuring that all reports adhere to a uniform data standard. Enabling automatic data refresh ensures that reports are updated with the latest data but does not guarantee that the data is consistent across different reports. Lastly, using data locking is more about preventing changes during specific periods rather than establishing a method for consistent data representation in reports.