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Salesforce Certified Data Architect Sample Questions (Q216-Q221):

NEW QUESTION # 216
Universal Containers has a large volume of Contact data going into Salesforce.com. There are 100,000 existing contact records. 200,000 new contacts will be loaded. The Contact object has an external ID field that is unique and must be populated for all existing records. What should the architect recommend to reduce data load processing time?

  • A. Delete all existing records, and then load all records together via the Insert operation.
  • B. Load new records via the Insert operation and existing records via the Update operation.
  • C. Load Contact records together using the Streaming API via the Upsert operation.
  • D. Load all records via the Upsert operation to determine new records vs. existing records.

Answer: B


NEW QUESTION # 217
UC is using SF CRM. UC sales managers are complaining about data quality and would like to monitor and measure data quality.
Which 2 solutions should a data architect recommend to monitor and measure data quality?
Choose 2 answers.

  • A. Export data and check for data completeness outside of Salesforce.
  • B. Use custom objects and fields to identify issues.
  • C. Review data quality reports and dashboards.
  • D. Install and run data quality analysis dashboard app

Answer: C,D

Explanation:
Reviewing data quality reports and dashboards and installing and running data quality analysis dashboard app are two solutions that can help monitor and measure data quality. Data quality reports and dashboards can provide insights into the completeness, accuracy, and consistency of the data. Data quality analysis dashboard app is a free app from AppExchange that can help analyze and improve data quality by identifying duplicate, incomplete, or inaccurate records.


NEW QUESTION # 218
Universal Containers (UC) wants to capture information on how data entities are stored within the different applications and systems used within the company. For that purpose, the architecture team decided to create a data dictionary covering the main business domains within UC. Which two common techniques are used building a data dictionary to store information on how business entities are defined?

  • A. Use a data definition language.
  • B. Use an entity relationship diagram.
  • C. Use the Salesforce Metadata API.
  • D. Use Salesforce Object Query Language.

Answer: B,C


NEW QUESTION # 219
Every year, Ursa Major Solar has more than 1 million orders. Each order contains an average of 10 line items. The Chief Executive Officer (CEO) needs the Sales Reps to see how much money each customer generates year-over-year. However, data storage is running low in Salesforce.
Which approach for data archiving is appropriate for this scenario?

  • A. 1. Annually export and delete order line items. 2. Store them in a zip file in case the data is needed later.
  • B. 1. Annually export and delete orders and order line items. 2. Store them in a zip file in case the data is needed later.
  • C. 1. Annually delete orders and order line items. 2. Ensure the customer has order information in another system.
  • D. 1. Annually aggregate order amount data to store in a custom object. 2. Delete those orders and order line items.

Answer: D


NEW QUESTION # 220
A large automobile company has implemented Salesforce for its sales associates. Leads flow from its website to Salesforce using a batch integration in Salesforce. The batch job converts the leads to Accounts in Salesforce. Customers visiting their retail stores are also created in Salesforce as Accounts.
The company has noticed a large number of duplicate Accounts in Salesforce. On analysis, it was found that certain customers could interact with its website and also visit the store. The sales associates use Global Search to search for customers in Salesforce before they create the customers.
Which option should a data architect choose to implement to avoid duplicates?

  • A. Build a custom search functionality that allows sales associates to search for customer in real time upon visiting their retail stores.
  • B. Implement an MDM solution to validate the customer information before creating Salesforce.
  • C. leverage duplicate rules in Salesforce to validate duplicates during the account creation process.
  • D. Develop an Apex class that searches for duplicates and removes them nightly.

Answer: C

Explanation:
Leveraging duplicate rules in Salesforce to validate duplicates during the account creation process (option A) is the best option to implement to avoid duplicates, as it allows the sales associates to identify and merge duplicate accounts before they are saved. Developing an Apex class that searches for duplicates and removes them nightly (option B) is not a good option, as it may cause data loss or conflicts, and it does not prevent duplicates from being created in the first place. Implementing an MDM solution to validate the customer information before creating Salesforce (option C) is also not a good option, as it may introduce additional complexity and cost, and it does not address the issue of customers interacting with both the website and the store. Building a custom search functionality that allows sales associates to search for customer in real time upon visiting their retail stores (option D) is also not a good option, as it may not be reliable or user-friendly, and it does not leverage the existing Global Search feature.


NEW QUESTION # 221
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