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ServiceNow Certified Implementation Specialist - Platform Analytics Sample Questions (Q53-Q58):

NEW QUESTION # 53
Which Indicator should beexcluded from a Historic Data Collectionbecause its scores cannot be accurately collected?

A. Summed age of open problems
B. Number of incidents resolved in time
C. Number of open problems not updated in the last 90 days
D. Number of new requests

Answer: A

Explanation:
Historic Data Collection is designed to accurately reconstructpast indicator scoresbased on historical records. Indicators that rely oncalculated age values, such assummed age of open problems, cannot be accurately reconstructed because age is atime-relative valuethat depends on the exact moment of calculation.
Count-based indicators (options A, B, and D) can be recalculated historically by evaluating record states at specific points in time. However, summing age values requires knowing the precise age of each record at each historical interval, which is not reliably reproducible. ServiceNow documentation explicitly warns against using historic data collection forage-based and duration-sum indicators, making option C the correct exclusion.

NEW QUESTION # 54
Which of the following statements best describes an Automated Indicator?

A. A scheduled job that collects data
B. A subcategorization of an indicator that provides more granular views of scores
C. A process summary taken at a single point in time
D. A series of measurements that describe a process over a period of time

Answer: D

Explanation:
AnAutomated Indicatorin Platform Analytics is defined as aseries of measurements collected over time that represent the performance of a process. These measurements are stored astime series data, allowing organizations to analyze trends, patterns, and historical performance. Automated indicators rely onindicator sourcesandscheduled data collection jobsto collect data at defined intervals, such as daily or hourly.
Option B describes asnapshot report, which represents data at a single point in time and does not support trending. Option C refers tobreakdowns, which categorize indicator scores for deeper analysis but do not define the indicator itself. Option D describes thedata collection job, which is a mechanism used by automated indicators but not the indicator definition. ServiceNow documentation explicitly states that indicators represent performance over time, making option A the correct and most complete description of an Automated Indicator.

NEW QUESTION # 55
Which definition describes the functionality of aFormula Indicator?

A. The Formula Indicator score is calculated when the Formula Indicator is viewed
B. A Formula Indicator can use up to 5 Automated Indicators
C. A Formula Indicator is needed anytime you need to calculate an aggregate
D. A Formula Indicator can reference the Indicator Threshold value

Answer: B

Explanation:
AFormula Indicatorin ServiceNow Platform Analytics allows you to calculate a derived score usingup to five other indicators(automated or manual) through a mathematical expression. These component indicators must already exist and have collected data.
Formula Indicators arenot calculated at view time; instead, they arepre-calculated during data collection and stored like other indicator scores. This ensures consistent historical trending and optimal dashboard performance. Aggregates such as count or sum are handled by automated indicators, not formula indicators.
Formula indicators also cannot referenceindicator threshold values, as thresholds are used only for KPI status evaluation and visualization, not for calculations.
ServiceNow documentation clearly states the five-indicator limit and emphasizes that Formula Indicators are meant forderived metrics, such as percentages, ratios, or normalized scores, making optionBthe only correct definition.

NEW QUESTION # 56
Which property indicates therecommended evaluation datefor a Target?

A. End Date
B. Review Date
C. Baseline Date
D. Improvement Date

Answer: B

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 # 57
Which user should you run Data Collections as?

A. Platform Analytics Admin
B. A dedicated Performance Analytics service account
C. System Administrator
D. Maintenance account (maint)

Answer: B

Explanation:
ServiceNow best practice recommends running Performance Analytics data collections using a dedicated service account specifically created for analytics processing. This ensures consistent permissions, predictable access to data, and improved auditability.
Running collections as individual admins can introduce permission inconsistencies if roles change. The maint account is intended for system upgrades and maintenance, not scheduled analytics jobs. A dedicated Performance Analytics service account minimizes operational risk and aligns with ServiceNow security and governance guidelines.
ServiceNow documentation emphasizes the importance of service accounts for background processing, making option C the correct and recommended choice.

NEW QUESTION # 58
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