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ServiceNow CIS-PA Exam Syllabus Topics:

SectionObjectives
Administration and Implementation- System configuration
  • 1. Performance Analytics setup and maintenance
    • 2. Troubleshooting data and reporting issues
      - Security and access control
      • 1. Roles and permissions for PA data
        Goals and Thresholds- Target setting and tracking
        • 1. Thresholds and scoring rules
          • 2. Goal definitions for indicators
            Indicators and Data Sources- Data collection setup
            • 1. Aggregation and data collection jobs
              • 2. Scheduled jobs and data refresh
                - Indicator configuration
                • 1. Breakdowns and breakdown sources
                  • 2. Indicator formulas and definitions
                    Dashboards and Widgets- Performance Analytics dashboards
                    • 1. Widget configuration and usage
                      • 2. Dashboard design principles
                        Performance Analytics Fundamentals- Key concepts of Performance Analytics
                        • 1. Indicators and data collection basics
                          • 2. Time series data and scoring concepts

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                            ServiceNow Certified Implementation Specialist - Platform Analytics Sample Questions (Q61-Q66):

                            NEW QUESTION # 61
                            How can aBreakdownbe applied tomultiple Indicatorsbased ondifferent Facts tables?

                            Answer: C

                            Explanation:
                            A single Breakdown can be reused across multiple indicators-even when those indicators are based on different facts tables-by creating aseparate Breakdown Mapping for each indicator facts table.
                            The Breakdown defineswhatis being analyzed, while the Breakdown Mapping defineshowthe indicator facts relate to the breakdown source. Because different facts tables may store data differently, each requires its own mapping configuration. A scripted mapping is only required when no direct relationship exists, not simply because facts tables differ. ServiceNow documentation clearly states that reuse across facts tables is achieved through multiple mappings, making option D the correct answer.


                            NEW QUESTION # 62
                            Which feature in Platform Analytics enables the sharing of visualizations on any dashboard?

                            Answer: A

                            Explanation:
                            TheVisualization Libraryis the Platform Analytics feature that enables visualizations to be reused and shared acrossany dashboard. When a visualization (such as a time series, scorecard, or breakdown visualization) is saved to the Visualization Library, it becomes areusable analytics componentthat can be added to multiple dashboards without duplicating configuration. This ensures consistency in metrics, reduces maintenance overhead, and supports centralized governance of analytics content.
                            Dashboard Sharing, by contrast, controlswho can view or edit a dashboard, not how individual visualizations are reused across dashboards. Roles such as pa_kpi_signals_admin or report_admin provide administrative capabilities but do not enable cross-dashboard visualization reuse. According to ServiceNow Platform Analytics documentation, the Visualization Library is specifically designed to store, manage, and distribute analytics visualizations so they can be embedded in dashboards throughout the platform. This feature is essential in enterprise analytics implementations where the same KPIs and indicators must appear consistently across multiple dashboards and user audiences.


                            NEW QUESTION # 63
                            Choose 2 options.
                            Whichformulaissyntactically CORRECTin ServiceNow Performance Analytics, assuming that allIndicator names are valid?

                            Answer: C,D

                            Explanation:
                            InPerformance Analytics Formula Indicators, indicator references must followstrict syntax rules:
                            * Indicator names must be enclosed insingle square brackets:[Indicator name]
                            * Mathematical operators must be valid
                            * Parentheses must be properly paired
                            * Curly braces { } and double square brackets [[ ]] arenot validfor indicator references Let's evaluate each option:
                            * Option A - IncorrectUses indicator nameswithout square brackets, which is invalid syntax.
                            * Option B - IncorrectUsescurly braces { }, which are not supported for indicator references, and also has ambiguous operator precedence.
                            * Option C - CorrectUses propersingle square brackets, valid arithmetic operators, and correctly nested parentheses. This is a common and documented formula pattern for calculating percentage improvement against a baseline.
                            * Option D - CorrectUses valid square-bracket indicator references and proper arithmetic. Even though it is logically redundant, it issyntactically valid, which is what the question asks.
                            * Option E - IncorrectUsesdouble square bracketsand mismatched braces { ), which is invalid syntax.


                            NEW QUESTION # 64
                            Which data is loaded when you view aPerformance Analytics Dashboard?

                            Answer: D

                            Explanation:
                            When a Performance Analytics dashboard is opened, ServiceNow loadsonly the widgets configured on the currently active tab. Widgets on other tabs are not loaded until the user clicks those tabs. This behavior is intentional and supportsperformance optimization, especially for dashboards containing many analytics widgets or complex queries.
                            Widgets are not limited by view rules alone, and ServiceNow does not preload widgets from all tabs.
                            Additionally, widgets that require scrolling are still loaded as long as they are part of the active tab.
                            ServiceNow documentation confirms that dashboard widgets are loadedper tab, reducing unnecessary data processing and improving load times. Therefore, option A is the correct and documented behavior.


                            NEW QUESTION # 65
                            You see this error in aBreakdown Source:

                            Which action resolves the issue?

                            Answer: C

                            Explanation:
                            In ServiceNow Platform Analytics, aBreakdown Sourceis automatically disabled when the number of generated breakdown elements exceeds themaximum element limitdefined in system properties (for example, properties controlling the maximum allowed breakdown elements during data collection). This safeguard exists to protect system performance and prevent excessive storage and processing during data collection jobs.
                            When this error occurs, therecommended and documented resolutionisnotto increase the system property arbitrarily. Increasing the global limit can negatively impact performance across all analytics workloads and is discouraged unless there is a strong architectural justification.
                            Instead, ServiceNow best practice is torefine the Breakdown Source conditions-for example, by adding filters, narrowing scope, or excluding unnecessary records-so that the number of returned elements falls below the configured system threshold. Once the conditions are optimized, you can safely re-enableDC active, and the breakdown will participate in data collection successfully.
                            Simply re-enabling DC active without reducing elements will cause the breakdown to be disabled again, and deleting/recreating the source does not address the root cause. Therefore,option Dis the correct and fully supported resolution according to ServiceNow Platform Analytics documentation and best practices.


                            NEW QUESTION # 66
                            ......

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