Valid Salesforce-Data-Cloud Practice Test Dumps with 100% Passing Guarantee [Dec-2023]
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NEW QUESTION # 27
An administrator wants to be able to create a multi-dimensional metric to identify unified individual lifetime value (LTV). Which sequence of DMO joins are necessary within the Calculated Insight to enable this calculation?
- A. Sales Order > Individual > Unified Individual
- B. Sales Order > Unified Individual
- C. Unified Individual > Unified Link Individual > Sales Order
- D. Unified Individual > Individual > Sales Order
Answer: C
Explanation:
To create a multi-dimensional metric to identify unified individual lifetime value (LTV), the administrator needs to join the following data model objects (DMOs) in the Calculated Insight:
Unified Individual: This DMO represents the unified profile of an individual, which contains attributes from multiple sources.
Unified Link Individual: This DMO represents the link between an Individual DMO and a Unified Individual DMO.
Sales Order: This DMO represents a transaction or purchase made by an individual.
The sequence of joins should start from the Unified Individual DMO, then join the Unified Link Individual DMO using the UnifiedIndividualId field, and then join the Sales Order DMO using the IndividualId field. This way, the administrator can access the sales order data for each unified individual and calculate their lifetime value.
NEW QUESTION # 28
How do the Data streams that use the Marketing Cloud Connector refresh data?
- A. Marketing Cloud's Automation Studio handles this process.
- B. APIs are used for refresh
- C. None of the above
- D. Manually refreshed by CDP Admin
Answer: A
Explanation:
The data streams that use the Marketing Cloud Connector refresh data using Marketing Cloud's Automation Studio. The Marketing Cloud Connector is a feature that allows you to stream data from Marketing Cloud to Data Cloud in near real time. The connector uses Automation Studio to schedule and run data extracts from Marketing Cloud data extensions and send them to Data Cloud via SFTP. You can configure the frequency and time of the data extracts in Automation Studio. Reference: Marketing Cloud Connector
NEW QUESTION # 29
An organization is looking to use Data Cloud to unify data across 5 Salesforce orgs, 2 Marketing Cloud accounts, 6 Amazon S3 Buckets, and 4 Personalization datasets. As far as connection limits are concerned, which platform is going to present a challenge?
- A. Personalization
- B. Salesforce CRM
- C. Marketing Cloud
- D. Amazon S3 Bucket
Answer: C
Explanation:
This platform is going to present a challenge in terms of connection limits for Data Cloud. Data Cloud supports up to 3 Marketing Cloud connections per org, which means that only 3 Marketing Cloud accounts can be connected as data sources or activation targets. The other platforms have higher or no limits for connections. Reference: https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_limits.htm&type=5
NEW QUESTION # 30
How does an administrator increase the consolidation rate for Identity Resolution?
- A. Reduce the number of matching rules
- B. Add more matching rules to broaden the search for matches
- C. Change the Ignore Empty Value option
- D. Change all reconciliation rules to Source Sequence
Answer: A
Explanation:
Explanation
Reducing the number of matching 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 # 31
Which option allows an organization an easy way to ingest Marketing Cloud subscriber profile attributes into Data Cloud on a daily basis?
- A. Marketing Cloud Connect API
- B. Automation Studio and Profile API
- C. Email Studio Starter Data Bundle
- D. Profile attributes are not yet supported
Answer: B
Explanation:
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
NEW QUESTION # 32
What is the maximum limit of the number of records for Full Refresh Extract Method?
- A. 40 million
- B. No hard limit
- C. 50 million
- D. 10 million
Answer: D
Explanation:
The maximum limit of the number of records for Full Refresh Extract Method is 10 million. Full Refresh Extract Method is an option for extracting data from Marketing Cloud to Data Cloud. It extracts all records from a data extension regardless of when they were created or modified. If the number of records exceeds 10 million, an error occurs and no records are extracted. Reference: Extract Methods
NEW QUESTION # 33
What should be the type of the Event Time Field while ingesting Engagement data?
- A. Mutable
- B. Immutable
- C. Inconsistent
- D. None of the above
Answer: B
Explanation:
Explanation
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. References: Engagement Data Model
NEW QUESTION # 34
What are the two distinct phases of data model management in Data Cloud?
- A. Data Modeling
- B. Data Actions
- C. Data Activation
- D. Data Ingestion
Answer: A,D
Explanation:
These two phases are distinct phases of data model management in Data Cloud. Data ingestion is the process of bringing data from different sources into Data Cloud using connectors or APIs. Data modeling is the process of mapping the ingested data to the Data Cloud canonical model or creating custom data model objects. Reference: https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_data_model.htm&type=5
NEW QUESTION # 35
Which type of measures with aggregate functions are supported?
- A. Numeric
- B. Boolean
- C. Date
- D. Text
Answer: A
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 # 36
What component of Calculated Insights can be included as attribute data in an activation?
- A. Dimensions
- B. Filters
- C. Metrics
- D. Metrics and Dimensions
Answer: A
Explanation:
Dimensions are attributes that can be used to group or filter data in calculated insights. You can include dimensions as attribute data in an activation by selecting them from the available attributes list. Reference: https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_calculated_insights.htm&type=5
NEW QUESTION # 37
Cloud Kicks has received a Request to be Forgotten by a customer. In which two ways can Data Cloud honor this request?
- A. Add the Individual Id to a headerless file and use the delete from file functionality
- B. Delete the data from the incoming data stream and perform a full refresh
- C. Use Data Explorer to locate and manually remove the Individual
- D. Use the Consent API to suppress processing and delete the individual and related records from source data streams
Answer: A,D
Explanation:
These two ways can help Data Cloud honor a request to be forgotten by a customer. 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. The delete from file functionality allows you to upload a file with individual IDs that will be deleted from Data Cloud. Reference: https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_consent_api.htm&type=5 https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_delete_from_file.htm&type=5
NEW QUESTION # 38
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 Streaming Data Transformations with a Flow
- D. Use a Calculated Insight paired with a Flow
Answer: B
Explanation:
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.
NEW QUESTION # 39
Which data model subject area should be used for any Organization, Individual, or Member in the Customer 360 data model?
- A. Party
- B. Global Account
- C. Membership
- D. Individual
Answer: A
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. Reference: https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_party.htm&type=5
NEW QUESTION # 40
When can the data types be changed during ingestion?
- A. Data type can never be changed
- B. After the DSO is created
- C. Data type can be changed at any time
- D. Before DSO is created
Answer: D
Explanation:
Explanation
The data types can be changed during ingestion before the Data Source Object (DSO) is created. A DSO is a container for ingested data that defines the schema, format, and metadata of the data. Data types can be changed in the Data Explorer before creating a DSO by using the Edit Schema option. Once a DSO is created, the data types cannot be changed. References: Create a Data Source Object
NEW QUESTION # 41
How does Data Cloud handle an individual's right to be forgotten?
- A. Deletes the records from all DSOs and any downstream DMOs are updated at the next scheduled ingestion.
- B. Deletes the specified Individual record and its Unified Individual Link record.
- C. Deletes the specified Individual and records from any DSO mapped to the Individual DMO.
- D. Deletes the specified Individual and records from any DMO/DLO related to the Individual.
Answer: C
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. Reference: https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_delete_individual.htm&type=5
NEW QUESTION # 42
To which Data Model entity should the Email field from a CRM Contact object be mapped?
- A. Account Contact
- B. Contact Point Email
- C. Lead
- D. Individual
Answer: B
Explanation:
The Email field from a CRM Contact object should be mapped to the Contact Point Email entity in the Customer 360 data model. This entity represents an email address that is associated with an individual or an account contact. Reference: [Contact Point Email Entity]
NEW QUESTION # 43
Which two objects or fields are supported for ingestion using the Salesforce CRM connector?
- A. Standard Objects
- B. Custom Objects
- C. Standard Big Objects
- D. Custom Big Objects
Answer: A,B
Explanation:
The Salesforce CRM connector supports ingestion of standard objects and custom objects from Salesforce CRM. Standard objects are predefined objects that are included with Salesforce CRM, such as Account, Contact, Lead, etc. Custom objects are objects that customers can create to store information that is specific to their organization or industry. Reference: [Salesforce CRM Connector], [Standard Objects], [Custom Objects]
NEW QUESTION # 44
Which of the following cannot be used in Segmentation? (Choose 2)
- A. Aggregate Functions
- B. Date Time Measures
- C. Text Measures
- D. Numeric Measures
Answer: B,C
Explanation:
Text Measures and Date Time Measures cannot be used in Segmentation. Segmentation is the process of creating filtered audience segments based on calculated insights. Calculated insights are metrics that define and calculate multidimensional measures on your data. Only Numeric Measures can be used as calculated insights, because they can be aggregated using functions such as SUM, AVG, MIN, MAX, or COUNT. Text Measures and Date Time Measures 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. Reference: Measures and Dimensions
NEW QUESTION # 45
What are two benefits Data Cloud provides a company in relation to managing customer data?
- A. Data Governance
- B. Unified Identity Resolution
- C. Data Marketplace
- D. Data Harmonization
Answer: B,D
Explanation:
Explanation
These two benefits Data Cloud provides a company in relation to managing customer data. Unified Identity Resolution allows a company to link data from different sources and create a single view of each customer.
Data Harmonization allows a company to standardize and enrich data from different sources and improve data quality and usability. References:
https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_identity_resolution.htm&type=5https://help.
NEW QUESTION # 46
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