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Get New 2025 Valid Practice Accredited Professional Salesforce-Data-Cloud Q&A - Testing Engine [Q37-Q57]

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Get New 2025 Valid Practice Accredited Professional Salesforce-Data-Cloud Q&A - Testing Engine

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NEW QUESTION # 37
What is a unique requirement of a Streaming Insight query?

  • A. A window function
  • B. A measurement
  • C. A dimension
  • D. A WHERE clause

Answer: A

Explanation:
A window function is a unique requirement of a Streaming Insight query. It defines the time interval for the query to run on the streaming data and the frequency of the query execution. References:
https://help.salesforce.com/s/articleView?id=sf.c360_a_streaming_insights.htm&type=5


NEW QUESTION # 38
Which data sources are available from Marketing Cloud as a starter bundle?

  • A. Email, Mobile Connect, and Einstein Engagement Scoring
  • B. Email, Cloud Pages, Einstein Web & Email Recommendations
  • C. Email, MobileConnect, MobilePush and GroupConnect
  • D. Email, MobileConnect and MobilePush

Answer: D

Explanation:
These data sources are available from Marketing Cloud as a starter bundle. They provide basic contact data, such as email address, mobile number, and device ID, as well as engagement data, such as email opens,clicks, bounces, unsubscribes, SMS sends, deliveries, opt-outs, and push sends, opens, and opt-outs. References:
https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_marketing_cloud_data_foundation.
htm&type=5


NEW QUESTION # 39
How does an administrator increase the consolidation rate for Identity Resolution?

  • A. Change all reconciliation rules to Source Sequence
  • B. Reduce the number of matching rules
  • C. Add more matching rules to broaden the search for matches
  • D. Change the Ignore Empty Value option

Answer: B

Explanation:
Reducing the number ofmatching rules can increase the consolidation rate for Identity Resolution, because it reduces the chances of finding multiple matches for the same individual. Matching rules tell Data Cloud which profiles to unify during the identity resolution process. If there are too many matching rules, Data Cloud might find more than one match for a given profile, resulting in a lower consolidation rate.
References: Identity Resolution Match Rules


NEW QUESTION # 40
Which type of measures with aggregate functions are supported?

  • A. Date
  • B. Text
  • C. Numeric
  • D. Boolean

Answer: C

Explanation:
Explanation
Numeric is the only type of measures that support aggregate functions. Measures are numeric fields that can be aggregated using functions such as SUM, AVG, MIN, MAX, or COUNT. For example, you can use a measure to calculate the total revenue or the average order value from your data. Date, Text, and Boolean are not types of measures, but types of dimensions. Dimensions are fields that can be used to group or filter data, but not to perform calculations. References: Measures and Dimensions


NEW QUESTION # 41
Which data model subject area should be used for any Organization, Individual, or Member in the Customer
360 data model?

  • A. Individual
  • B. Party
  • C. Global Account
  • D. Membership

Answer: B

Explanation:
The party subject area should be used for any organization, individual, or member in the Customer 360 data model. It includes information such as name, address, email, phone, and loyalty membership. References:
https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_party.htm&type=5


NEW QUESTION # 42
What happens if no file name is specified in AWS S3 data stream during ingestion?

  • A. The system chooses the first file found in the S3 bucket
  • B. The ingestion setup is completed but the data stream shows 0 records
  • C. The system does not fetch any file and the data stream shows an error.
  • D. The ingestion setup can't be completed without specifying the filename.

Answer: C

Explanation:
If no file name is specified in AWS S3 data stream during ingestion, the system does not fetch any file and the data stream shows an error. AWS S3 data stream is a feature thatallows you to stream data from Amazon Web Services Simple Storage Service (AWS S3) to Data Cloud in near real time. You need to specify the file name or prefix of the files that you want to ingest from your S3 bucket. If you leave this field blank, the system cannot find any matching files and returns an error message. References: AWS S3 Data Stream


NEW QUESTION # 43
A customer has requested that their personal data be deleted. Which action should be performed to accommodate this request in Data Cloud?

  • A. Utilize the Data Rights Subject Request tool to request deletion of the customer's information
  • B. Use Ingestion API to request deletion of the customer's information
  • C. Use Consent API to request deletion of the customer's information
  • D. Manually delete customer and related records using the Profile Explorer

Answer: C

Explanation:
This action should be performed to accommodate the request to delete personal data in Data Cloud. The Consent API allows you to set a consent flag for an individual that prevents further processing of their data and deletes their records from source data streams.References:https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_consent_api.htm&type=


NEW QUESTION # 44
Which two statements about Data Cloud's Web and Mobile App connector are true?

  • A. Mobile and Web SDK schema can be updated to delete an existing field
  • B. Tenant Specific Endpoint is auto-generated in Data Cloud when setting up a Mobile or Web app connection
  • C. Any Data Streams associated with Web or Mobile connector app will be automatically deleted upon deleting the app from Data Cloud Setup
  • D. Data Cloud administrators can see the status of a Web or Mobile connector app on the app details page

Answer: B,D

Explanation:
Explanation
The app details page shows the status of the app, such as active, inactive, or error. The tenant specific endpoint is a unique URL that is generated for each app and used to send data to Data Cloud from the web or mobile SDK.
References:https://help.salesforce.com/s/articleView?id=sf.c360_a_web_mobile_app_connector.htm&type=5


NEW QUESTION # 45
What is the first step to set up and configure a Data Cloud instance after it has been provisioned?

  • A. Complete the Salesforce Data Cloud "Get Started'' process
  • B. Connect to the Salesforce CRM org Data Cloud is provisioned in
  • C. Connect to the Marketing Cloud Account Data Cloud is provisioned in
  • D. Enable Customer Data Cloud Admin permission set to the relevant Salesforce CRM user

Answer: B

Explanation:
This is the first step to set up and configure a Data Cloud instance after it has been provisioned. The customer needs to connect to the Salesforce CRM org that Data Cloud is provisioned in, using theSalesforce CRM connector. This will allow Data Cloud to access the CRM data and map it to the Customer 360 data model.
References: [Salesforce CRM Connector], [Data Cloud Setup]


NEW QUESTION # 46
Which data model subject area should be used forany Organization, Individual, or Member in the Customer
360 data model?

  • A. Individual
  • B. Party
  • C. Global Account
  • D. Membership

Answer: B

Explanation:
The party subject area should be used for any organization, individual, or member in the Customer 360 data model. It includes information such as name, address, email, phone, and loyalty membership.
References:https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_party.htm&type=5


NEW QUESTION # 47
A user needs permissions to access Data Cloud to create, manage, and publish segments. However, the user should not be allowed to create reports or manage data sources. Which permission set should an administrator assign?

  • A. Customer Data Cloud for Marketing Data Aware Specialist
  • B. Customer Data Cloud for Marketing Manager
  • C. Customer Data Cloud for Marketing Specialist
  • D. Customer Data Cloud for Marketing Admin

Answer: C

Explanation:
Explanation
This permission set should be assigned to a user who needs permissions to access Data Cloud to create, manage, and publish segments, but not to create reports or manage data sources. This permission set allows the user to create and edit segments, calculated insights, streaming insights, and activations, but not to access data streams, data model, identity resolution, or reports.
References:https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_permission_sets.htm&type=5


NEW QUESTION # 48
Which three out-of-the-box connectors are available for Data Cloud?

  • A. Marketing Cloud
  • B. Amazon Redshift Connector
  • C. Amazon S3
  • D. Slack Connector
  • E. B2C Commerce

Answer: A,C,E

Explanation:
Explanation
These three out-of-the-box connectors are available for Data Cloud. They allow you to ingest data from Marketing Cloud, B2C Commerce, or Amazon S3 into Data Cloud and map it to the Data Cloud data model.
References:https://help.salesforce.com/s/articleView?id=sf.c360_a_connectors.htm&type=5


NEW QUESTION # 49
Which three actions can be applied to a previously created segment?

  • A. Reactivate
  • B. Copy
  • C. Delete
  • D. Inactivate
  • E. Export

Answer: B,C,E

Explanation:
These three actions can be applied to apreviously created segment. You can export a segment to a CSV file, delete a segment from Data Cloud, or copy a segment to create a duplicate segment with the same criteria.
References:https://help.salesforce.com/s/articleView?id=sf.c360_a_segmentation_actions.htm&type=5


NEW QUESTION # 50
How does Data Cloud handle an individual's right to be forgotten?

  • A. Deletes the specified Individual and records from any DMO/DLO related to the Individual.
  • B. Deletes the specified Individual record and its Unified Individual Link record.
  • C. Deletes the records from all DSOs and any downstream DMOs are updated at the next scheduled ingestion.
  • D. Deletes the specified Individual and records from any DSO mapped to the Individual DMO.

Answer: D

Explanation:
This is how Data Cloud handles an individual's right to be forgotten. It deletes the individual record from the Individual data model object (DMO) and any related records from the data stream objects (DSOs) that are mapped to it. References:https://help.salesforce.com/s/articleView?id=sf.
c360_a_data_cloud_delete_individual.htm&type=5


NEW QUESTION # 51
Which two steps are required when configuring a Marketing Cloud activation?

  • A. Add Additional Attributes
  • B. Set an Activation Schedule
  • C. Select an Activation Target
  • D. Select Contact Points

Answer: C,D

Explanation:
Explanation
These two steps are required when configuring a Marketing Cloud activation. You need to select an activation target that represents a Marketing Cloud business unit and a contact point that represents a Marketing Cloud data extension.
References:https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_marketing_cloud.htm&type=5


NEW QUESTION # 52
What is a DMO called if it inherits the name, shape, and semantics of the referenceobject?

  • A. Data Lake Object (DLO)
  • B. Custom DMO
  • C. Standard DMO
  • D. Data Source Object (DSO)

Answer: C

Explanation:
A Data Model Object (DMO) that inherits the name, shape, and semantics of the reference object is called a Standard DMO. A reference object is a predefined object in the Data Cloud data model that represents a common entity or concept, such as Individual, Order, or Product. A Standard DMO is a copy of a reference object that you can use to ingest data from a specific source without modifying the original reference object.
A Standard DMO has the same fields and relationships as the reference object, but you can add custom fields or relationships to it if needed. References: Data Model Objects


NEW QUESTION # 53
Which three features can be used to validate the data in the unified profile object?

  • A. Profile Explorer
  • B. Identity Reconciliation
  • C. Data Actions
  • D. Query API
  • E. Data Explorer

Answer: A,D,E

Explanation:
These three features can be used to validate the data in the unified profile object. Data Explorer allows you to view the ingested data from different sources and how it is mapped to the unified profile object. Query API allows you to query the unified profile object using SOQL or SQL queries. Profile Explorer allows you to view the unified profile records and their attributes. References:
https://help.salesforce.com/s/articleView?id=sf.c360_a_data_explorer.htm&type=5
https://help.salesforce.com/s/articleView?id=sf.c360_a_query_api.htm&type=5
https://help.salesforce.com/s/articleView?id=sf.c360_a_profile_explorer.htm&type=5


NEW QUESTION # 54
Which two steps are required when configuring a Marketing Cloud activation?

  • A. Add Additional Attributes
  • B. Set an Activation Schedule
  • C. Select an Activation Target
  • D. Select Contact Points

Answer: C,D

Explanation:
These two steps are required when configuring a Marketing Cloud activation. You need to select an activation target that represents a Marketing Cloud business unit and a contact point that represents a Marketing Cloud data extension. References:
https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_marketing_cloud.htm&type=5


NEW QUESTION # 55
When performing Segmentation or Activation, which timezone is used to publish and refresh data?

  • A. Timezone of the Data Cloud Admin user
  • B. Timezone is explicitly specified when creating a segment or activation
  • C. Timezone set by the Salesforce Data Cloud org
  • D. Timezone of the user defining the activity

Answer: C

Explanation:
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.


NEW QUESTION # 56
To import campaign members into a campaign in CRM a user wants to export the segment to Amazon S3. The resulting file needs to include CRM Campaign ID in the name. How can this outcome be achieved?

  • A. Include campaign identifier into the filename specification
  • B. Include campaign identifier into the activation name
  • C. Hard-code the campaign identifier as a new attribute in the campaign activation
  • D. Include campaign identifier into the segment name

Answer: A

Explanation:
Explanation
You can use the filename specification option in the Amazon S3 activation to customize the name of the file that is exported. You can use variables such as {campaignId} to include the CRM campaign ID in the file name.
References:https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_amazon_s3.htm&type=5


NEW QUESTION # 57
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Salesforce-Data-Cloud Braindumps Real Exam Updated on Dec 17, 2025 with 94 Questions: https://www.testsimulate.com/Salesforce-Data-Cloud-study-materials.html

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