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  • Exam Name: Qlik Sense Data Architect Certification Exam - February 2021 Release
  • Last Update: Sep 13, 2025
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QSDA2021 Practice Exam Questions with Answers Qlik Sense Data Architect Certification Exam - February 2021 Release Certification

Question # 6

Refer to the exhibit.

QSDA2021 question answer

Which changes on the database will the script capture?

A.

Insert and Remove rows

B.

Insert. Update, and Remove rows

C.

Insert and Update rows

D.

Update and Remove rows

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Question # 7

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 variable repository and load them using INCLUDE statements in the apps where needed

B.

Create a selection app with all the master items and use an on-demand app generation method.

C.

Create a core app with all the master items needed and use a BINARY load in the other apps.

D.

Create only a single app with all the master items needed and protect it with SECTION ACCESS.

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Question # 8

Refer to the exhibit.

QSDA2021 question answer

A data architect is working on a Qlik Sense app the business has created to analyze the company orders and shipments. To understand the table structure, the business has given the following summary:

• Every order creates a unique orderlD and an order date in the Orders table

• An order can contain one or more order lines one for each product ID in the order details table

• Products in the order are shipped (shipment date) as soon as tliey are ready and can be shipped separately

• The dates need to be analyzed separately by Year Month, and Quarter

The data architect realizes the data model has issues that must be fixed.

Which steps should the data architect perform?

A.

1. Create a key with OrderlD and ProductID in the OrderDetails table and in the Orders table

2. Delete the ShipmentID in the Shipments table

3. Delete the ProductID and OrderlD in the OrderDetails table

4. Concatenate Orders and OrderDetails

5. Create a link table using the MasterCalendar table and create a concatenated field between OrderDate and ShipmentDate

B.

1. Create a key with OrderlD and ProductID in the OrderDeta Is table and in the Shipments table

2. Delete the ShipmentID in the Orders table

3. Delete the ProductID and OrderlD in the Shipmi

4. Left join Orders and OrderDetails

5. Use Derive statement with the MasterCalendar table and apply the derive fields to OrderDate and ShipmentDate

C.

1. Create a key with OrderlD and ProductID in the OrderDetails tab e and in the Orders table

2. Delete the ShipmentID in the Shipments table

3. Delete the ProductID and OrderlD in the OrderDetails

4. Left join Orders and OrderDetails

5. Use Derive statement with the MasterCalendar table and apply the derive fields to OrderDate and ShipmentDate

D.

1. Create a key with OrderlD and ProductID in the OrderDetails table and in the Shipments table

2. Delete the ShipmentID in the Orders table

3 Delete the ProductID and OrderlD in the Shipments table

4. Concatenate Orders and OrderDetails

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Question # 9

QSDA2021 question answer

On executing a load script of an app, the country field needsto be normalized.The developer uses a mapping table to address the issue.

What should the data architect do?

A.

Use a LEFT JOIN instead of the APPLYMAP

B.

Use LOAD DISTINCT on the mapping table

C.

Create two different mapping tables

D.

Review the values of the source mapping table

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Question # 10

QSDA2021 question answer

A company has different departments. Executive and Sales should always be the first values in aDepartment filter pane. Which script must the data architect use to meet this requirement?

A)

QSDA2021 question answer

B)

QSDA2021 question answer

C)

QSDA2021 question answer

D)

QSDA2021 question answer

A.

Option A

B.

Option B

C.

Option C

D.

Option D

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Question # 11

A data architect of an organization that has implemented Qlik Sense on Windows needs to load large amounts of data from a database that is continuously updated

New records are added, and existing records get updated and deleted. Each record has a LastModified field.

All existing records are exported into a QVD file. The data architect wants to load the records into Qlik Sense efficiently.

Which steps should the data architect take to meet these requirements?

A.

1 Load the existing data from the QVD

2. Load the new and updated data from the database without the rows that have just been loaded from the QVD and concatenate with data from the QVD

3. Load all records from the key field from the database and use an INNER JOIN on the previous table

B.

1. Load the existing data from the QVD

2. Load new and updated data from the database Concatenate with the table loaded from the QVD.

3. Create a separate table for the deleted rows and use a WHERE NOT EXISTS to remove these records

C.

1. Use a partial LOAD to load new and updated data from the database.

2. Load the existing data from the QVD without the updated rows that have just been loaded from the database and concatenate with the new and updated records

3. Use the PEEK function to remove the deleted rows

D.

1 Load the new and updated data from the database.

2. Load the existing data from the QVD without the updated rows that have just been loaded from the database and concatenate with the new and updated records.

3. Load all records from the key field from the database and use an INNER JOIN on the previous table.

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Question # 12

A company generates 1 GB of ticketing data daily.The data is stored in multiple tables Business users need to see trends oftickets processed for the past.2 years Users very rarely access the transaction-level data for a specific date.Only the past 2 years of data must be loaded which is 720 GB of data

Which method should a data architect use to meet these requirements?

A.

Load only aggregated data for 2 years and use On-Demand App Generation (ODAG) for transaction data

B.

Load only aggregated data for 2 years and apply filters on a sheet for transaction data

C.

Load only 2 years of data in an aggregated app and create a separate transaction app for occasional use

D.

Load only 2 years of data and use best practices in scripting and visualization to calculate and display aggregated data

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Question # 13

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)

QSDA2021 question answer

B)

QSDA2021 question answer

C)

QSDA2021 question answer

D)

QSDA2021 question answer

A.

Option

B.

Option

C.

Option

D.

Option

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Question # 14

Refer to the exhibit.

QSDA2021 question answer

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)

QSDA2021 question answer

B)

QSDA2021 question answer

C)

QSDA2021 question answer

D)

QSDA2021 question answer

A.

Option

B.

Option

C.

Option

D.

Option

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Question # 15

A data architect needs to upload data from ten different sources, but only if there are any changes after the last reload When data is updated, a new file is placed into a folder mapped to E A439926003 The data connection points to this folder.

The data architect plans a script which will:

1.Verify that the file exists

2. If the file exists, upload it Otherwise, skip to the next piece of code

The script will repeat this subroutine for each source. When the script ends, all uploaded files will be removed with a batch procedure.

Which option should the data architect use to meet these requirements?

A.

FileSize, IF, THEN, END IF

B.

FilePath, IF, THEN. Drop

C.

FileExists, FOR EACH, IF

D.

FilePath, FOR EACH, Peek, Drop

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