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質問 # 21
Which data stream category should be assigned to use the data for time-based operations in segmentation and calculated insights?
- A. Transaction
- B. Engagement
- C. Sales Order
- D. Individual
正解：A
解説：
The transaction data stream category should be assigned to use the data for time-based operations in segmentation and calculated insights. This category indicates that the data stream contains events that occur at a specific point in time and have a duration. Reference: https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_data_stream_category.htm&type=5
質問 # 22
How can attribute names be modified to match a naming convention in Cloud File Storage target?
- A. Update field names in the data model
- B. Use a formula field to update the field name in an activation
- C. Set preferred attribute names when configuring activation
- D. Update attribute names in the data stream configuration
正解：A
解説：
Explanation
You can modify the attribute names in the data model by editing the field label or API name of the corresponding field. This will change how the attribute name appears in the Cloud File Storage target.
References:https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_data_model.htm&type=5
質問 # 23
Which three Data Model objects do Reconciliation Rules operate across?
- A. Individual
- B. Lead
- C. Contact
- D. Contact Point Email
- E. Party Identification
正解：A、D、E
解説：
These are the three Data Model objects that Reconciliation Rules operate across. Reconciliation rules tell Data Cloud how to prioritize values for unified individual profiles when there is conflicting information in the data model. For example, if two profiles have different email addresses, reconciliation rules can determine which one to use for the unified profile. Reconciliation rules can operate on the Individual object, which represents a person or entity, the Party Identification object, which represents an identifier such as a social media handle or a loyalty card number, and the Contact Point Email object, which represents an email address. Reference: Identity Resolution Reconciliation Rules
質問 # 24
A retail customer wants to bring customer data from different sources and wants to take advantage of Identity Resolution so that it can be used in Segmentation. On which entity should this be segmented for activation membership?
- A. Unified Individual
- B. Subscriber
- C. Unified Contact
- D. Individual
正解：A
解説：
The Unified Individual entity represents the result of Identity Resolution, which links together multiple records of an individual from different sources into a single profile4. This entity can be used for Segmentation and Activation, as it provides a complete and accurate view of each customer.
質問 # 25
What is the correct formula to display the value of the raw data column of "RetailPrice' plus an additional 5 percent?
- A. sourceField['retailprice']*1.05
- B. SELECT(['RetailPrice']*1.05)
- C. sourceField['RetailPrice1*l .05
- D. SELECT(['retailprice']*1.05)
正解：A
解説：
This is the correct formula to display the value of the raw data column of "RetailPrice" plus an additional 5 percent. The formula uses the sourceField function to access the raw data column, and then multiplies it by 1.05 to add 5 percent. The formula is case-sensitive, so the column name must match exactly with the raw data column name. Reference: [Formula Editor], [sourceField Function]
質問 # 26
What are three benefits of Calculated Insights over Segmentation Operators?
- A. Calculated Insights are better suited for single row based operation
- B. Calculated Insights results can be refreshed near real time
- C. Calculated Insights can query engagement data greater than 2 years
- D. Calculated Insights are better suited for complex queries over multiple objects
- E. Calculated Insights are better suited for non-trivial calculations, such as calculating a Net Promoter Score as a percentage
正解：C、D、E
解説：
Calculated Insights are predefined and calculated metrics that can help you build segments. Some of the benefits of Calculated Insights over Segmentation Operators are:
Calculated Insights are better suited for non-trivial calculations, such as calculating a Net Promoter Score as a percentage, which would require multiple steps and operators in segmentation.
Calculated Insights can query engagement data greater than 2 years, while segmentation operators are limited to 2 years of engagement data.
Calculated Insights are better suited for complex queries over multiple objects, such as joining data from different sources or aggregating data across different levels.
質問 # 27
Which of the following are characteristics of Formulas? (Choose 2)
- A. Simple logic on a row-based operation
- B. Attribute updated regularly
- C. Highly reusable content
- D. Ease of use, self-service
正解：A、D
解説：
Explanation
These are two characteristics of Formulas. Formulas are a feature that allows you to create custom fields in the data model using simple logic on a row-based operation. For example, you can use a formula to create a field that concatenates the first name and last name of an individual. Formulas are easy to use and self-service, meaning that you can create them without coding or complex queries. You can use formulas to enrich your data and create more meaningful segments and insights. References: Formulas
質問 # 28
Which two features are impacted by the timezone setting in the org Data Cloud is provisioned in?
- A. Segment Schedule
- B. Identity Resolution
- C. Activation Schedule
- D. Ingestion Schedule
正解：A、C
解説：
Explanation
These two features are impacted by the timezone setting in the org Data Cloud is provisioned in. The segment schedule determines how often a segment is refreshed based on the selected timezone. The activation schedule determines how often a segment is exported to an activation target based on the selected timezone. References:
https://help.salesforce.com/s/articleView?id=sf.c360_a_segmentation_schedule.htm&type=5https://help.salesfor
質問 # 29
Which data stream category should be assigned to use the data for time-based operations in segmentation and calculated insights?
- A. Transaction
- B. Engagement
- C. Sales Order
- D. Individual
正解：A
解説：
The transaction data stream category should be assigned to use the data for time-based operations in segmentation and calculated insights. This category indicates that the data stream contains events that occur at a specific point in time and have a duration. Reference: https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_data_stream_category.htm&type=5
質問 # 30
How many Metrics can be present in 1 segment container?
- A. 0
- B. 1
- C. 2
- D. 3
正解：C
解説：
Only one metric can be present in one segment container. A segment container is a logical grouping of segments that share the same metric and granularity. A metric is a calculated insight that defines and calculates a multidimensional measure on your data. A granularity is the level of detail at which you want to analyze your data, such as daily, weekly, or monthly. You can create multiple segment containers with different metrics and granularities, but each segment container can only have one metric. Reference: Segment Containers
質問 # 31
Which of these is present in Identity Resolution Summary?
- A. Last Processing Status
- B. Matched Individuals
- C. Unified Individuals
- D. All the above
正解：D
解説：
Explanation
The Identity Resolution Summary page shows all the above information: Unified Individuals, Last Processing Status, and Matched Individuals. Unified Individuals are the profiles that Data Cloud creates by linking multiple source profiles based on match rules. Last Processing Status shows the date and time of the last identity resolution run and whether it was successful or not.Matched Individuals shows the number and percentage of source profiles that were matched to a unified individual profile. References: Identity Resolution Summary
質問 # 32
How does Identity Resolution select attributes for Unified Individuals when there is conflicting information in the Data Model?
- A. Create additional Rule Sets
- B. Create additional Contact Points
- C. Leverage Reconciliation Rules
- D. Leverage Match Rules
正解：C
解説：
Explanation
Reconciliation rules are used to select attributes for Unified Individuals when there is conflicting information in the Data Model. Reconciliation rules can use different methods to prioritize values, such as source sequence, most recent value, or most frequent value. For example, if two profiles have different first names, reconciliation rules can determine which one to use for the unified profile based on the source sequence or the most recent value. References: Identity Resolution Reconciliation Rules
質問 # 33
The website team at Cumulus Financial Services wants to understand which identified users have browsed the jobs page on their website at least twice within the last 12 hours. Which component should a consultant recommend to achieve this goal?
- A. Streaming Data Transformation
- B. Segment
- C. Calculated Insight
- D. Streaming Insight
正解：D
解説：
This component should be recommended to achieve the goal of understanding which identified users have browsed the jobs page on their website at least twice within the last 12 hours. Streaming Insight allows you to query and filter data from real-time streams using window functions and aggregation functions. Reference: https://help.salesforce.com/s/articleView?id=sf.c360_a_streaming_insights.htm&type=5
質問 # 34
When performing Segmentation or Activation, which timezone is used to publish and refresh data?
- A. Timezone of the user defining the activity
- B. Timezone set by the Salesforce Data Cloud org
- C. Timezone is explicitly specified when creating a segment or activation
- D. Timezone of the Data Cloud Admin user
正解：B
解説：
According to the Salesforce Data Cloud documentation1, the timezone used for Segmentation and Activation is the one set by the Salesforce Data Cloud org, not by the individual user or admin. This ensures consistency and accuracy across different users and regions.
質問 # 35
Which option allows an organization an easy way to ingest Marketing Cloud subscriber profile attributes into Data Cloud on a daily basis?
- A. Email Studio Starter Data Bundle
- B. Automation Studio and Profile API
- C. Profile attributes are not yet supported
- D. Marketing Cloud Connect API
正解：B
解説：
This option allows an organization an easy way to ingest Marketing Cloud subscriber profile attributes into Data Cloud on a daily basis. You can use Automation Studio to export profile attributes to a data extension and use the Profile API to send them to Data Cloud. Reference: https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_marketing_cloud_data_foundation.htm&type=5
質問 # 36
Cumulus Financial wants to be able to track the daily transaction volume for of each of its customers in real time and send out a notification as soon it detects volume outside a customer's normal range. How should an administrator accommodate this request?
- A. Use Streaming Data Transformations combined with a Data Action
- B. Use a Streaming Insight paired with a Data Action
- C. Use a Calculated Insight paired with a Flow
- D. Use Streaming Data Transformations with a Flow
正解：B
解説：
To track the daily transaction volume for each customer in real time and send out a notification as soon as it detects volume outside a customer's normal range, the administrator should use a Streaming Insight paired with a Data Action. A Streaming Insight is a metric that is calculated on streaming data as it is ingested into Data Cloud, allowing near-real-time analysis of customer behavior. A Data Action is an action that is triggered by a Streaming Insight, such as sending an email, updating a record, or calling an API. By using these features, the administrator can monitor and respond to customer transactions in real time.
質問 # 37
Which authentication type is supported for a Cloud File Storage activation target?
- A. Using private key certificate
- B. Using access and secret keys
- C. Using encrypted username and password
- D. Using JWT token
正解：B
解説：
To create a Cloud File Storage activation target, you need to provide access and secret keys for authentication5. These keys are generated by your cloud storage provider, such as Amazon S3 or Google Cloud Storage.
質問 # 38
What is the result of a segmentation criteria filtering on City | Is Equal To I 'San Jose?
- A. Cities containing 'San Jose', 'San Jose', 'san jose'. or 'san jose'
- B. Cities only containing 'San Jose' or 'san jose'
- C. Cities only containing 'San Jose' or 'San Jose'
- D. Cities only containing 'San Jose' or 'san jose'
正解：D
解説：
According to the Data Cloud documentation, the Is Equal To operator is case-insensitive, meaning it matches values regardless of capitalization. Therefore, the segmentation criteria filtering on City | Is Equal To | 'San Jose' will include cities that contain either 'San Jose' or 'san jose'.
質問 # 39
The leadership team at Cumulus Financial has declared that customers who have deposited more than
$250,000 in the last 5 years and who are not using advisory services, will be the central focus for all new campaigns in the next year. Which two features support this need?
- A. Report|
- B. Dashboard
- C. Calculated Insight
- D. Segment
正解：C、D
解説：
Explanation
These two features support the need to calculate each customer's lifetime value (LTV) and create breakdowns of the revenue sourced by different channels. Calculated Insight allows you to create complex calculations based on stored data, such as LTV. Segment allows you to create audiences based on different criteria, such as revenue source. References:
https://help.salesforce.com/s/articleView?id=sf.c360_a_calculated_insights.htm&type=5https://help.salesforce.co
質問 # 40
Which data model subject area defines the revenue or quantity for an opportunity by product family?
- A. Party
- B. Engagement
- C. Sales Order
- D. Product
正解：C
解説：
The sales order subject area defines the revenue or quantity for an opportunity by product family. It also includes information about the opportunity stage, close date, and owner. Reference: https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_sales_order.htm&type=5
質問 # 41
What should be the type of the Event Time Field while ingesting Engagement data?
- A. Inconsistent
- B. Immutable
- C. Mutable
- D. None of the above
正解：B
解説：
The type of the Event Time Field while ingesting Engagement data should be Immutable. Immutable means that the field value cannot be changed once it is ingested. The Event Time Field is a mandatory field for Engagement data that represents the timestamp of when an event occurred. It is important to keep this field immutable to ensure the accuracy and consistency of the event data. Reference: Engagement Data Model
質問 # 42
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