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ServiceNow CIS-PA Exam Syllabus Topics:

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

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                            ServiceNow Certified Implementation Specialist - Platform Analytics Sample Questions (Q38-Q43):

                            NEW QUESTION # 38
                            Which definition best describes theKPI Detailsapplication?

                            Answer: C

                            Explanation:
                            TheKPI Detailsapplication provides anexploratory, in-depth view of individual indicators. It allows users to analyze trends, targets, forecasts, breakdowns, and historical performance beyond what is shown in high- level dashboards.
                            KPI Details is not a content pack and does not consist of predefined reports. While Analytics Hub displays summary KPI information, KPI Details is a dedicated application for deeper investigation and performance review. ServiceNow documentation clearly describes KPI Details as a drill-down analysis tool, making option B the correct answer.


                            NEW QUESTION # 39
                            When creating a breakdown on the age of a task, which table can be used as the Facts table of the Breakdown Source?

                            Answer: B

                            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 # 40
                            What does the"Allow formula component to be NULL"setting for aFormula Indicatordo?

                            Answer: C

                            Explanation:
                            TheAllow formula component to be NULLsetting controls how a Formula Indicator behaves when one or more component indicators return NULL values. When enabled, the formula continues to calculate using the available components instead of aborting the calculation.
                            If this setting is disabled and any component returns NULL, the entire formula result becomes NULL. The setting does not automatically convert NULLs to zero, nor does it skip calculation entirely. ServiceNow documentation explains that this option provides flexibility in environments where some component indicators may not have data for every period, ensuring the formula can still produce meaningful results.
                            Therefore, option D accurately describes the behavior.


                            NEW QUESTION # 41
                            Which configuration confirms that anAutomated Breakdownis using aBucket Group?

                            Answer: C

                            Explanation:
                            An Automated Breakdown is confirmed to be using aBucket Groupwhen theFacts table of the Breakdown Sourceis set toBucket [pa_buckets]. Bucket Groups define how numeric or duration values are grouped, but the actual bucketed analytics data is stored in thepa_bucketstable during data collection.
                            The Breakdown Source is responsible for defining where the breakdown facts originate. If its Facts table is pa_buckets, this indicates that the breakdown is based on bucketed values generated by a Bucket Group. The Breakdown record itself does not define the facts table, and default element filters or related list conditions do not establish the use of bucket data.
                            ServiceNow Platform Analytics documentation clearly states that all bucket-based breakdowns must reference pa_bucketsat the Breakdown Source level, making option C the correct and definitive answer.


                            NEW QUESTION # 42
                            Choose 2 options.
                            Whichformulaissyntactically CORRECTin ServiceNow Performance Analytics, assuming that allIndicator names are valid?

                            Answer: B,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 # 43
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