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ServiceNow CIS-PA Exam Syllabus Topics:

SectionObjectives
Topic 1: 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
          Topic 2: Performance Analytics Fundamentals- Key concepts of Performance Analytics
          • 1. Indicators and data collection basics
            • 2. Time series data and scoring concepts
              Topic 3: Administration and Implementation- System configuration
              • 1. Troubleshooting data and reporting issues
                • 2. Performance Analytics setup and maintenance
                  - Security and access control
                  • 1. Roles and permissions for PA data
                    Topic 4: Goals and Thresholds- Target setting and tracking
                    • 1. Thresholds and scoring rules
                      • 2. Goal definitions for indicators
                        Topic 5: Dashboards and Widgets- Performance Analytics dashboards
                        • 1. Widget configuration and usage
                          • 2. Dashboard design principles

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                            ServiceNow Certified Implementation Specialist - Platform Analytics Sample Questions (Q49-Q54):

                            NEW QUESTION # 49
                            What configuration setting should be used to run aHistorical Collection Job?

                            Answer: D

                            Explanation:
                            AHistorical Collection Jobis designed to collect past data for a defined historical period and is typically executedone timeoron demand. Unlike scheduled collection jobs (daily, weekly, or monthly), historical jobs are not intended to run repeatedly.
                            ServiceNow documentation specifies that historical collections are initiated manually to backfill data for indicators that were created after records already existed. Running them on a recurring schedule could lead to duplicated or incorrect data. Therefore, the correct configuration isOnce or On Demand, making option A the correct answer.


                            NEW QUESTION # 50
                            InKPI Details, what happens when an indicator isforecasted to hit a future target?

                            Answer: B

                            Explanation:
                            In KPI Details, Platform Analytics usesforecastingto predict whether an indicator is likely to meet its defined target within the specified timeframe. When the forecast shows that the indicator is expected to reach the target, theKPI status is automatically set to "On Track." This status update helps stakeholders quickly assess performance without manual interpretation of trend lines.
                            Platform Analytics does not automatically create new targets, generate comments, or prompt target owners to change review dates as part of the forecasting process. Those actions remain manual and governed by performance review practices. ServiceNow documentation explains that KPI status reflects the relationship between current performance, targets, and forecasted trends, making option C the correct answer.


                            NEW QUESTION # 51
                            Which role allows forcreating and configuring Indicators, Breakdowns, and managing Data Collection?

                            Answer: D

                            Explanation:
                            ThePA Adminrole provides full administrative access to Platform Analytics. Users with this role cancreate and configure indicators, definebreakdowns and breakdown sources, managedata collection jobs, activate content packs, and administer analytics security and settings.
                            PA Contributors typically create content within limited scopes, while PA Power Users focus on analysis and dashboards rather than core configuration. The PA Data Collector role is limited to running data collection jobs. ServiceNow documentation clearly identifiesPA Adminas the role required for full analytics configuration and administration, making option B the correct answer.


                            NEW QUESTION # 52
                            Which data is loaded when you view aPerformance Analytics Dashboard?

                            Answer: A

                            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 # 53
                            When creating a breakdown on the age of a task, which table can be used as the Facts table of the Breakdown Source?

                            Answer: C

                            Explanation:
                            When creating a breakdown based on theage of a task, the correctFacts tablefor the Breakdown Source is Bucket [pa_buckets]. In Platform Analytics, age-based breakdowns (such as 0-5 days, 6-10 days, etc.) are not derived directly from the Task table. Instead, they usebucketed data, which is generated bybucket groups during data collection.
                            Thepa_bucketstable stores the calculated bucket values for records at collection time, making it the authoritative facts table for age, duration, and numeric range breakdowns. Bucket Groups define how values are grouped, while the Bucket table stores the actual bucket assignments used in analytics. The Task table itself cannot be used as the facts table for age breakdowns because Platform Analytics requires pre- aggregated, time-aware bucket data to ensure historical accuracy. The Choice table is only used for choice list values and is unrelated to numeric or age-based breakdowns. ServiceNow documentation clearly states that bucket-based breakdowns must reference thepa_bucketstable to function correctly and produce accurate time series analytics.


                            NEW QUESTION # 54
                            ......

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