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ServiceNow CIS-PA Exam Syllabus Topics:

Topic	Details
Topic 1	Perform Diagnostics and Troubleshooting: This section addresses identifying and resolving issues using Spotlight diagnostic tools to monitor system health and performance.
Topic 2	Administration and Solutions: This domain covers administrative tasks using the Admin Console and accelerating deployment with pre-built Content Packs.
Topic 3	Architecture and Deployment: This domain covers the foundational components of the Performance Analytics solution and the proper deployment sequence in ServiceNow environments.
Topic 4	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.
Topic 5	Configure Breakdowns and Breakdown Sources: This section covers setting up breakdowns to analyze indicators across different dimensions, including breakdown mappings, matrices, exclusions, scripted mappings, and bucket groups.
Topic 6	Data Visualization: This section focuses on presenting data through widgets, interactive filters, appropriate visualizations, dashboards, and analyzing data using Analytics Hub and KPI Details.

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ServiceNow Certified Implementation Specialist - Platform Analytics Sample Questions (Q30-Q35):

NEW QUESTION # 30
What is the purpose of aBreakdown Source?

A. It specifies which indicators are available to a breakdown
B. It identifies unique breakdown elements for classification
C. It defines a default elements filter
D. It specifies the options available for non-categorical data

Answer: B

Explanation:
ABreakdown Sourcedefines how data isclassified into distinct breakdown elementsfor analysis. It identifies the table and field (or script) used to generate the unique values-such as categories, priorities, assignment groups, or buckets-that segment indicator scores.
Default element filters are configured on the Breakdown, not the Breakdown Source. Indicators are linked to Breakdowns through Breakdown Mappings, not selected at the source level. While bucket-based sources support non-categorical data, their core purpose remains identifying unique breakdown elements. ServiceNow documentation emphasizes that the Breakdown Source is responsible for definingwhere breakdown values come from and how they are identified, making option C the correct answer.

NEW QUESTION # 31
Which scenarios require the use of ascripted Breakdown Mapping?

A. Categorizing incidents based on their category
B. Categorizing the length of time since tasks were updated into age ranges
C. Categorizing requests based on the number of times they were updated
D. Categorizing incidents based on their priority

Answer: C

Explanation:
Ascripted Breakdown Mappingis required when the breakdown value cannot be obtained through adirect field mappingor simple reference relationship. Categorizing requests based onthe number of times they were updatedrequires calculating a value dynamically (for example, counting updates from the audit history), which is not stored as a single field on the record. Because this value must be derived programmatically, a scripted mapping is necessary.
Options B and C use existing fields (category, priority) that can be mapped directly without scripting. Option D usesage ranges, which are handled throughBucket Groupsand thepa_bucketstable, not scripted mappings.
ServiceNow documentation clearly states that scripted mappings are intended forcalculated, derived, or indirect values, making option A the correct answer.

NEW QUESTION # 32
Which scenario requires ascripted Breakdown Mapping?

A. The table being mapped is a database view and not an actual table
B. The value needed for the Breakdown is available only as a dot-walked field
C. The field to map to is of type Sys ID
D. There is no direct mapping between the Indicator field and the Breakdown table

Answer: D

Explanation:
Ascripted Breakdown Mappingis required when there isno direct field relationshipbetween the Indicator source data and the Breakdown source table. In such cases, standard field mapping cannot resolve how indicator records should be categorized, so a script is needed to programmatically determine the correct breakdown value.
Mapping to a Sys ID field (option B) is supported through standard mappings. Database views (option C) can still be mapped if fields are accessible. Dot-walked fields (option D) are commonly supported without scripting. According to ServiceNow Platform Analytics documentation, scripted mappings are specifically intended forcomplex or indirect relationships, making option A the correct answer.

NEW QUESTION # 33
You see this error in aBreakdown Source:

Which action resolves the issue?

A. EnableDC active. Modify the Breakdown Source conditions to reduce the returned elements list below the system property setting.
B. Delete and recreate the Breakdown Source.
C. EnableDC active. Nothing more is required.
D. EnableDC active. Modify system properties to increase the maximum number of breakdown elements that can be included in data collection.

Answer: A

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 # 34
Choose 2 options.
Which variables are used in aPerformance Analytics scriptwithout being defined in theFieldslist?

A. sys_updated_on
B. score_end
C. collection_job_end
D. score_start
E. collection_job_start
F. sys_created_on

Answer: B,D

Explanation:
In Performance Analytics scripted indicators, certainsystem-provided variablesare automatically available without being explicitly defined in the Fields list. The variablesscore_startandscore_endrepresent thestart and end timestampsof the reporting period for which the indicator score is being calculated. These variables are essential for time-aware calculations and historical accuracy.
Fields such as sys_created_on and sys_updated_on must be explicitly added to the Fields list if they are used in scripts. collection_job_start and collection_job_end are not available script variables in indicator calculations. ServiceNow documentation clearly identifies score_start and score_end as built-in variables available to Performance Analytics scripts, making optionsB and Fthe correct answers.

NEW QUESTION # 35
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