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| Topic | Details |
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| Topic 1 | - Architecture and Deployment: This domain covers the foundational components of the Performance Analytics solution and the proper deployment sequence in ServiceNow environments.
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| Topic 2 | - Administration and Solutions: This domain covers administrative tasks using the Admin Console and accelerating deployment with pre-built Content Packs.
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| Topic 3 | - Configure Indicators and Indicator Sources: This domain addresses creating and configuring indicators (performance metrics), including source conditions, fact tables, indicator types, properties, and aggregation scripts.
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ServiceNow Certified Implementation Specialist - Platform Analytics Sample Questions (Q51-Q56):
NEW QUESTION # 51
You see this error in aBreakdown Source:

Which action resolves the issue?
- A. Delete and recreate the Breakdown Source.
- B. EnableDC active. Nothing more is required.
- C. EnableDC active. Modify system properties to increase the maximum number of breakdown elements that can be included in data collection.
- D. EnableDC active. Modify the Breakdown Source conditions to reduce the returned elements list below the system property setting.
Answer: D
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 # 52
Which property indicates therecommended evaluation datefor a Target?
- A. End Date
- B. Improvement Date
- C. Baseline Date
- D. Review Date
Answer: D
Explanation:
In Platform Analytics, aTargetdefines the desired performance level for an indicator. TheReview Date property specifies therecommended date to evaluate progresstoward that target. This date is used for governance and performance review purposes, helping stakeholders determine when to assess whether the indicator is trending appropriately toward its goal.
TheBaseline Datemarks the starting point for measurement, while theEnd Datedefines when the target expires or is no longer valid. TheImprovement Dateindicates when improvement efforts begin, not when performance should be evaluated. ServiceNow documentation clearly identifies the Review Date as the point in time when the target's effectiveness and achievement should be assessed, making option D the correct answer.
NEW QUESTION # 53
Which Breakdown should be excluded from the Historical Data Collection job configured for the indicator Number of open and overdue incidents?
- A. State
- B. Category
- C. Location
- D. Age
Answer: D
Explanation:
Historical Data Collection is intended to accurately reconstruct past indicator scores. Age-based breakdowns must be excluded because age is a time-relative value that cannot be reliably recalculated for historical points in time.
For the indicator Number of open and overdue incidents, breakdowns such as Location, Category, and State can be historically recalculated by evaluating record attributes at specific points in time. However, Age depends on the exact moment of evaluation and changes continuously, making it unsuitable for historical backfilling.
ServiceNow documentation explicitly warns against using age or duration-based breakdowns in historical data collection jobs, as they lead to inaccurate or misleading results. Therefore, option A is the correct and documented exclusion.
NEW QUESTION # 54
Which data is loaded when you view aPerformance Analytics Dashboard?
- A. Only widgets configured on the current tab
- B. All widgets on all dashboard tabs
- C. Only widgets configured on the current tab that are visible without scrolling
- D. Only the widgets shown by the current view rule
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 # 55
Which role allows forcreating and configuring Indicators, Breakdowns, and managing Data Collection?
- A. PA Data Collector
- B. PA Admin
- C. PA Contributor
- D. PA Power User
Answer: B
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 # 56
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