[Nov-2023] Qlik Sense Data Architect QSDA2021 Exam Practice Test Questions Dumps Bundle!
2023 Updated QSDA2021 PDF for the QSDA2021 Tests Free Updated Today!
Qlik QSDA2021 certification exam is a valuable credential for data professionals who want to enhance their career prospects and stay up-to-date with the latest trends and technologies in data architecture. It demonstrates to employers and clients that the certified professional has the knowledge and skills required to design and manage complex data architectures using Qlik Sense, and can deliver high-quality data solutions that meet business needs.
The QSDA2021 exam covers a wide range of topics related to Qlik Sense data architecture, including data modeling, data preparation, data transformation, data visualization, data exploration, and data analysis. Candidates are expected to demonstrate proficiency in these areas and showcase their ability to design, develop, and deploy Qlik Sense applications that meet business requirements. Passing the QSDA2021 exam validates the candidate's skills and knowledge as a Qlik Sense Data Architect and demonstrates their ability to leverage Qlik Sense for data-driven decision making.
NEW QUESTION # 29
A data architect needs to load Table_A from an Excel file and sort the data by Field_2.
Which script should the data architect use?
A)
B)
C)
D)
- A. Option C
- B. Option B
- C. Option A
- D. Option D
Answer: D
NEW QUESTION # 30
Refer to the exhibit.
A data architect executes the script.
What will be the value of the first row for Field_1?
- A. D
- B. A
- C. 0
- D. Null
Answer: A
NEW QUESTION # 31
Refer to the exhibit.
A data architect is loading the tables and a synth key is generated.
How should the data architect resolve the synthetic key?
- A. Create a composite key using OrdertD and LineNo
- B. Remove the LineNo field from both tables and use the AutoNumber function on the OrderlC field
- C. Create a composite key using OrderlD and LineNo. and remove OrderlD and LineNo from Shipments
- D. Remove the LineNo field from Shipments and use the AutoNumber function on the
Answer: C
NEW QUESTION # 32
Refer to the exhibit.
A data architect is working with an app and creates some visualizations to check the dat a. Some visualizations show issues in the data set.
* The Sales by Country table shows a total OrderValue of 18,300 sales while the KPI shows a total OrderValue of 20,600.
* The Sales monthly trend bar chart does not work with the Month field.
Which two data issues should the data architect fix in the app? (Select two.)
- A. The OrderDate field values in the Calendar table do not match with the values in the OrderDate field from the Orders table
- B. In the Orders table, some values in the CustomerlD field do not exist in the Customers table.
- C. The Month field does not exist in the Orders table and needs to be incorporated in the table using he Calendar table.
- D. In the Orders table, some CustomerlD values are null because there are orders with no customer.
and needs to be incorporated in the table using the Calendar table, null because there are orders with no customer
Answer: A,B
NEW QUESTION # 33
A data architect is building a model to show trends in visualizations across seven date fields. The seven date fields reside in different tables. The data architect must efficiently build this data model.
Requirements:
* A single date selector
* Show all dates, even those with NO activity
* Minimize the impact on server resources and p
Which two solutions should the data architect use? (Select two.)
- A. Generic load
- B. Link table
- C. Multiple calendars
- D. Data island
- E. Canonical calendar
Answer: B,E
Explanation:
A canonical calendar should be used to create a single date selector that can be used to show all dates, even those with no activity. A link table should be used to join the seven date fields from different tables, which will minimize the impact on server resources and performance. Source: Qlik
NEW QUESTION # 34
Refer to the exhibit.
A customer needs to load forecast data from an Excel file.
Which preceding load statement should the data architect use to load the data?
- A.
- B.
- C.
- D.
Answer: A
NEW QUESTION # 35
A data architect needs to add the UnitCost field from the ProductCost table in the Dim_Products Table.
Which script code should the data architect use?
- A.
- B.
- C.
- D.
Answer: B
NEW QUESTION # 36
Refer to the exhibits.
Some business users created an app by using the Add data functionality and loading two Excel files Orders and Customers.
The app is used to analyze the number of orders by customer. When the users create a bar chart to review the figures, the data shown is incorrect.
What should the data architect do to resolve this issue?
- A. Open the data load editor and use JOIN instead of concatenate to combine Orders and Customers by CustomerlD
- B. Open the data manager, split the Customers table, and JOIN Orders and Customers on the CustomerlD field
- C. Open the data manager, split the Customers table, and associate both tables on CustomerlD field
- D. Open the data load editor and apply a NOCONCATENATE function in the LOAD statement on the Orders table
Answer: A
NEW QUESTION # 37
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 is composed 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. RIGHT(SUBFIELD (Key,' ', 2), 3)
- B. MID ( SUBFIELD (Key , ' ', 2), 3)
- C. LEFT(SUBFIELD(Key, ' ', 2), 2)
- D. LTRIM (SUBFIELD (Key, ' ', 2), 2)
Answer: C
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 # 38
The Marketing department is using some similar KPIs in different apps that need to be modified frequently according to the business needs. The KPIs are created using master items with the same expression.
Which method should the data architect use to manage the modifications in all apps?
- A. Create a core app with all the master items needed and use a BINARY load in the other apps.
- B. Create only a single app with all the master items needed and protect it with SECTION ACCESS.
- C. Create a selection app with all the master items and use an on-demand app generation method.
- D. Create a variable repository and load them using INCLUDE statements in the apps where needed
Answer: D
Explanation:
This method allows the data architect to store the KPIs in a single repository and then use INCLUDE statements to load them into the other apps. This makes it easy to modify the KPIs in one place and have the changes reflected in all the apps. Source: Qlik A variable repository is a central location where all of the master items used in the apps can be stored and managed. By creating a variable repository and loading the master items into each app using INCLUDE statements, the data architect can make modifications to the master items in one place, and the changes will be automatically propagated to all of the apps that use the master items.
This method allows for easy management of the master items and eliminates the need to make changes to each app individually, which can be time-consuming and prone to errors.
NEW QUESTION # 39
Refer to the exhibit.
Refer to the exhibits.
The first table, Mastersports, contains the master list of all sport names that need to be loaded into the app. The second table, TeamMembers, contains the teams and team members registered for specific sports.
In a Qlik Sense app, a data architect is loading the two tables that need to be linked together based on the Sport field. The table format cannot be changed in the source.
What should the data architect do in the data load editor?
- A. Apply a preceding LOAD to the MasterSports table with the SUBFIELD function to create the Sport field
- B. Apply a preceding LOAD from the TeamMembers table with the SUBFIELD function and rename the field to Sport
- C. Apply a FOR loop to load to the MasterSports table creating the values for the Sport field
Answer: C
NEW QUESTION # 40
A data architect needs to revise an existing app.
The number of data rows has grown rapidly recently. While the app is in production, users are becoming increasingly unhappy about the response times when they make selections Which two methods should be used to improve performance? (Select two.)
- A. Denormalize the schema
- B. Use dynamic script generation with variables
- C. Create master items for all complex expressions
- D. Use flags in the data model to simplify set analysis
- E. Make sure any Ul variables are preceded by '='
Answer: B,D
NEW QUESTION # 41
Refer to the exhibit.
A data architect is loading two tables into a data model from a SQL database These tables are related on key fields CustomerlD and CustomerKey.
Which script is valid to load the tables and maintain the correct association?
A)
B)
C)
D)
- A. Option D
- B. Option B
- C. Option A
- D. Option C
Answer: D
NEW QUESTION # 42
Refer to the exhibit.
A company has different departments. Executive and Sales should always be the first values in a Department filter pane. Which script must the data architect use to meet this requirement?
A)
B)
C)
D)
- A. Option C
- B. Option B
- C. Option A
- D. Option D
Answer: D
NEW QUESTION # 43
Refer to the exhibit.
On executing a load script of an app, the country field needs to be normalized. The developer uses a mapping table to address the issue.
What should the data architect do?
- A. Use LOAD DISTINCT on the mapping table
- B. Use a LEFT JOIN instead of the APPLYMAP
- C. Review the values of the source mapping table
- D. Create two different mapping tables
Answer: C
NEW QUESTION # 44
A data architect needs to build an Order Fulfillment app. The business requires front-end performance is optimized.
The OrderDate and ShipmentDate are located in different tables.
The user needs to identify the data type and must be able to:
* Show trends for orders and shipments
* Use a single filter for both date fields
* Analyze data over fiscal periods
Which steps should the data architect take to build the data model?
- A. 1. Create a master calendar table as a data island
2. Create a single filter using fields from the master calendar - B. 1. Create a link table with master calendar fields
2. Create a single filter using fields from the master calendar - C. 1. Create a master calendar and join into the Shipments and Orders table
2. Create a single filter using fields from the Shipments table - D. 1. Load the Shipments and Orders table via the data manager
2. Create a single filter using fields from the Orders table
Answer: B
NEW QUESTION # 45
Refer to the exhibit.
Which changes on the database will the script capture?
- A. Update and Remove rows
- B. Insert and Update rows
- C. Insert and Remove rows
- D. Insert. Update, and Remove rows
Answer: D
NEW QUESTION # 46
Refer to the exhibit.
A Human Resources Director needs an app to analyze organizational structure. The Directory is particularly interested in the longest levels of line management.
Two table loads are required. Both use the same basic structure.
Which two table load prefixes are needed?
- A. * HierarchyLevel(EmployeelD, ManagerlD Name Level, '/', Structure)
* HierarchyBelongsTo(EmployeelD, ManagerlD, Name ManagerlD, Manager, Depth) - B. * HierarchyBelongsTo(ManagerlD, Manager, ManagerlD, ManagerlD, Manager Level)
* Hierarchy(EmployeelD, ManagerlD, Name. Manager Name, Structure '/' Depth) - C. * HierarchyBelongs.To(EmployeeID, ManagerlD, Name ManagerlD, Manager, Depth)
- D. * Hierarchy(EmployeelD. ManagerlD Name, Manager Name, Structure V, Depth)
* HierarchyLevelEmployeelD, ManagerlD, Name, Manager, Name, Structure, Depth '/')
Answer: C
NEW QUESTION # 47
A data architect executes the following script:
What will Field_1 contain after this script is executed?
- A. abcd
- B. Abed, abed, ABCD
- C. Abcd, abcd
- D. Abed, abed, ABCD, ABCDABCD
Answer: B
NEW QUESTION # 48
Refer to the exhibit.
Refer to the exhibits.
An app is built to analyze salesperson performance by department. Departments are unique within the Departments table, but Salespeople often move between departments. A strict business rule states that a salesperson must be associated with ONLY one department at all times.
The data architect creates a summary of department performance and notices the values are incorrect. The total sales KPI shows the correct result.
How should the data architect modify the data model to correct this issue?
- A. Create a bridge table between the Transactions and Salespeople tables to resolve the many-to-many relationship
- B. Join the Departments and Salespeople tables to resolve the many-to-many relationship
- C. Create a bridge table between the Departments and Salespeople tables to resolve the many-to-many relationship
- D. Join the Transactions and Salespeople tables to resolve the many-to-many relationship
Answer: C
NEW QUESTION # 49
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