DATA-CLOUD practice questions 21–30

1. Question 21 · 96 in bank

   What does the Source Sequence reconciliation rule do in identity resolution?

   • AIdentifies which data sources should be used in the process of reconciliation by prioritizing the most recently updated data source
   • BIncludes data from sources where the data is most frequently occurring
   • CSets the priority of specific data sources when building attributes in a unified profile, such as a first or last name
   • DIdentifies which individual records should be merged into a unified profile by setting a priority for specific data sources

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   Answer: C

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2. Question 22 · 96 in bank

   Cumulus Financial wants to be able to track the daily transaction volume of each of its customers in real time and send out a notification as soon as it detects volume outside a customer's normal range. What should a consultant do to accommodate this request?

   • AUse streaming data transform combined with a data action.
   • BUse streaming data transform with a flow.
   • CUse a streaming insight paired with a data action.
   • DUse a calculated insight paired with a flow.

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   Answer: C

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3. Question 23 · 96 in bank

   Cumulus Financial wants to segregate Salesforce CRM Account data based on Country for its Data Cloud users. What should the consultant do to accomplish this?

   • AUse Salesforce sharing rules on the Account object to filter and segregate records based on Country.
   • BUse formula fields based on the Account Country field to filter incoming records.
   • CUse streaming transforms to filter out Account data based on Country and map to separate data model objects accordingly.
   • DUse the data spaces feature and apply filtering on the Account data lake object based on Country.

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   Answer: D

   Explanation

   Data spaces are a feature that allows Data Cloud users to create subsets of data based on filters and permissions. Data spaces can be used to segregate data based on different criteria, such as geography, business unit, or product line. In this case, the consultant can use the data spaces feature and apply filtering on the Account data lake object based on Country.

   Source: Adapted from community discussion — 7a34b0e

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4. Question 24 · 96 in bank

   During discovery, which feature should a consultant highlight for a customer who has multiple data sources and needs to match and reconcile data about individuals into a single unified profile?

   • AHarmonization
   • BIdentity Resolution
   • CData Cleansing
   • DData Consolidation

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   Answer: C

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5. Question 25 · 96 in bank

   Which data model subject area defines the revenue or quantity for an opportunity by product family?

   • AEngagement
   • BSales Order
   • CProduct
   • DParty

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   Answer: B

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6. Question 26 · 96 in bank

   Which method should a consultant use when performing aggregations in windows of 15 minutes on data collected via the Interactions SDK or Mobile SDK?

   • AFormula fields
   • BStreaming insight
   • CCalculated insight
   • DBatch transform

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   Answer: B

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7. Question 27 · 96 in bank

   Northern Trail Outfitters wants to use some of its Marketing Cloud data in Data Cloud. Which engagement channel data will require custom integration?

   • ASMS
   • BCloudPage
   • CMobile push
   • DEmail

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   Answer: B

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8. Question 28 · 96 in bank

   Select 2

   Every day, Northern Trail Outfitters uploads a summary of the last 24 hours of store transactions to a new file in an Amazon S3 bucket, and files older than seven days are automatically deleted. Each file contains a timestamp in a standardized naming convention. Which two options should a consultant configure when ingesting this data stream? (Choose two.)

   • AEnsure the filename contains a wildcard to accommodate the timestamp.
   • BEnsure that deletion of old files is enabled.
   • CEnsure the refresh mode is set to "Full Refresh".
   • DEnsure the refresh mode is set to "Upsert".

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   Answer: AD

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9. Question 29 · 96 in bank

   Select 2

   A customer notices that their consolidation rate has recently increased. They contact the consultant to ask why. What are two likely explanations for the increase? (Choose two.)

   • ADuplicates have been removed from source system data streams.
   • BIdentity resolution rules have been added to the ruleset to increase the number of matched profiles.
   • CNew data sources have been added to Data Cloud that largely overlap with the existing profiles.
   • DIdentity resolution rules have been removed to reduce the number of matched profiles.

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   Answer: BC

   Explanation

   B. Adding more RULES to the RULESET increases the match rate C. More dupe, more match rate. however, adding more CRITERIA decreases the match rate, just a reminder.

   Source: Adapted from community discussion — edit_certs

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10. Question 30 · 96 in bank

    Which configuration supports separate Amazon S3 buckets for data ingestion and activation?

    • AMultiple S3 connectors in Data Cloud setup
    • BDedicated S3 data sources in Data Cloud setup
    • CDedicated S3 data sources in activation setup
    • DSeparate user credentials for data stream and activation target

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    Answer: A

    Explanation

    Multiple S3 connectors in Data Cloud setup explicitly supports separate S3 buckets for data ingestion and activation. While D mentions access control, it does not achieve the configuration-level separation required for this scenario.

    Source: Adapted from community discussion — lucaluca1982

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DATA-CLOUD practice, question 21. 96 questions available.