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Qlik Sense Data Architect Certification Exam - 2022 Sample Questions (Q66-Q71):

NEW QUESTION # 66
A data architect builds a data model for a large user group. Some sheets will be published, and the app will allow users to create their own visualizations and analyze data. Some fields must NOT appear in any field list.
How should a data architect meet these requirements?

• A. Use security rules
• B. Use HidePrefix variable
• C. Use HideField variable
• D. Add fields to master items

Answer: A Explanation:
Explanation
The best way for a data architect to meet the requirements of not allowing some fields to appear in any field list is to use security rules. Security rules can be used to restrict access to certain fields, which will ensure that they don't appear in any field list or visualization. Additionally, security rules can also be used to restrict access to certain data models, ensuring that only users with the right permissions can view and analyze the data.
Row-level security (RLS) with Power BI - Power BI | Microsoft Learn
https://learn.microsoft.com/en-us/power-bi/enterprise/service-admin-rls What Is Data Visualization? Definition & Examples | Tableau
https://www.tableau.com/learn/articles/data-visualization
80+ Top Power BI Interview Questions and Answers [Updated 2023]
https://www.edureka.co/blog/interview-questions/power-bi-interview-questions/
NEW QUESTION # 67
A data architect completes development of a new app with two data sources Both data sources will also be used by other apps in the future The sources have different data refresh frequencies
* Source 1 Contains frequently updated data and must be refreshed hourly
* Source 2 Contains data that is transferred from a partner and must be refreshed weekly Tasks must be created to load the data sources and make sure that the new app uses the most current data The data will be stored in two QVDs Which tasks should be created to meet these requirements'?

• A. 1. Schedule Task 1 to run hourly and refresh data from Source 1
  2 Schedule Task 2 that is dependent on Task 1 to refresh data from Source 2
  3 Schedule a task for the app that is dependent on completion of Tasks 1 and 2 that loads the two QVDs
• B. 1 Schedule Task 1 to run hourly and refresh data from Source 1
  2 Schedule Task 2 to run weekly and refresh data from Source 2
  3. Schedule a task for the app that is dependent on completion of Task 2 that loads the two QVDs
• C. 1. Schedule Task 1 to run hourly and refresh data from Source 1
  2 Schedule Task 2 that is dependent on Task 1 to refresh data from Source 2
  3. Schedule a task for the app that is dependent on completion of Task 2 that loads the two QVDs
• D. 1 Schedule Task 1 to run hourly and refresh data from Source 1
  2 Schedule Task 2 to run weekly and refresh data from Source 2
  3. Schedule a task for the app that is dependent on completion of Tasks 1 or 2 that loads the two QVDs

Answer: A Explanation:
Explanation
This option ensures that the data in the two data sources is always up-to-date by scheduling the data refresh tasks to run at the appropriate frequencies. Task 1 runs hourly to refresh data from Source 1, and Task 2 is dependent on Task 1 so that it runs only after Task 1 is completed. This ensures that the data from Source 2 is loaded only after the most current data from Source 1 is loaded.
NEW QUESTION # 68
ITALY IT001 HR
GERMANY DE002 HR
SPAIN SP03 FINANCE
FRANCE FRO04 SALES
Refer to the exhibit
A company stores the employee data within a key composed of Country UserlD, and Department. These fields are separated by a blank space. The UserlD field iscomposed of two characters that indicate the country followed by a unique code of two or three digits. A data architect wants to retrieve only that unique code.

• A. LTRIM (SUBFIELD (Key, ' ', 2), 2)
• B. MID ( SUBFIELD (Key , ' ', 2), 3)
• C. RIGHT(SUBFIELD (Key,' ', 2), 3)
• D. LEFT(SUBFIELD(Key, ' ', 2), 2)

Answer: D Explanation:
Explanation
This expression will extract the unique code from the key by using the SUBFIELD function to separate the key into its components, and then using the LEFT function to extract the first two characters of the second component.Source: Qlik
NEW QUESTION # 69

Refer to the exhibit
A data architect develops an app for Coffee4all, a coffee company with stores located throughout Europe The script runs successfully, but the Stores table does not have any values.
What should the data architect do?

• A. Use Concatenate before loading the Stores table
• B. Use where exists (ID, StorelD)
• C. Use where exists (ID)

Answer: C
NEW QUESTION # 70
A data architect needs to create an app that combines employee data from the Sales system and the Human Resources (HR) system.
These systems identify employees differently Employees in the HR system are identified with an alpha-numeric key Employees in the Sales system are identified using an integer key.
The Human Resources manager creates a table that maps these keys to another, called Associations.
The resultant data model must meet the following requirements:
* Associations must be valid
* The model must be optimized for performance
* The option must support multiple tables added
Which solution should the data architect use to meet these requirements?

• A. APPLYMAP ( 'Associations , EmployeeKey ) as Employeekey;
• B. RENAME FIELDS USING Associations;
• C. MAPSUBSTRING ( 'Associations' ,EMployeekey) As Employeekey;
• D. MAP EmloyeeKey USING Associations;

Answer: D Explanation:
Explanation
The MAP function maps the EmployeeKey in the Sales system to the EmployeeKey in the HR system using the Associations table. This allows the data architect to join the data from the Sales system and the HR system using the same key, ensuring that the associations are valid.
Using the MAP function also optimizes the performance of the data model as it eliminates the need for multiple joins between the data from the Sales and HR systems.
This solution also supports multiple tables added, as the MAP function can be applied to any table that needs to be joined with the HR system data.
NEW QUESTION # 71
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