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QSDA2021 Qlik Sense Data Architect Certification Exam - February 2021 Release Questions and Answers

Questions 4

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.)

Options:

A.

Canonical calendar

B.

Generic load

C.

Data island

D.

Multiple calendars

E.

Link table

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Questions 5

A data architect executes the following script:

QSDA2021 Question 5

What will be the result of Table A?

A)

QSDA2021 Question 5

B)

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C)

QSDA2021 Question 5

D)

QSDA2021 Question 5

Options:

A.

Option A

B.

Option B

C.

Option C

D.

Option D

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Questions 6

A data architect needs to arrange data to create an app with a map where multiple location points consolidate into hexagonal areas based on postal codes

The areas will be color coded based on the number of vendors in the location.

Which GeoAnalytics operation should the data architect use?

Options:

A.

Binning

B.

Intersect

C.

AddressLookup

D.

Simplify

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Questions 7

A data architect needs to load data from two different databases Additional data will be added from a folder that contains QVDs. text files, and Excel files.

What is the minimum number of data connections required?

Options:

A.

Two

B.

Five

C.

Four

D.

Three

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Questions 8

QSDA2021 Question 8

Refer to the exhibit.

A data architect is loading two tables: Orders and Product. The Product table includes attributes and values for each ProductID such as Colour, Price, Category, and Description.

The business analyst can filter by the value of these attributes. For performance reasons, the Data Model will use two tables.

Which solution should the data architect apply in the Data Load Editor to build the ProductDetails table?

For performance reasons, the Data Model will use two tables a Load Editor to build the ProductDetails table?

Options:

A.

Use a For loop to concatenate all of the Products table and apply a Generic Load to the final concatenate table

B.

Use a For loop to apply a Generic load to the Product table and concatenate the generic tables together

C.

Use a Generic Load in the Product table and a For loop to left join each Generic table

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Questions 9

QSDA2021 Question 9

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?

Options:

A.

Apply a preceding LOAD from the TeamMembers table with the SUBFIELD function and rename the field to Sport

B.

Apply a preceding LOAD to the MasterSports table with the SUBFIELD function to create the Sport field

C.

Apply a FOR loop to load to the MasterSports table creating the values for the Sport field

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Questions 10

Refer to the exhibit.

QSDA2021 Question 10

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 10

B)

QSDA2021 Question 10

C)

QSDA2021 Question 10

D)

QSDA2021 Question 10

Options:

A.

Option

B.

Option

C.

Option

D.

Option

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Questions 11

Refer to the exhibits.

QSDA2021 Question 11

While debugging an app, a developer loads data from an application layer QVD file.

In the process of separating a concatenated key into two parts, some split results are missing data

What should the data architect do?

Options:

A.

Utilize a combination of LEFT(), MID(), and RIGHT() functions to capture the key components

B.

In the SUBFIELD function, replace the ‘_’ with a ‘|’ or ‘_’ character.

While debugging an app, a developer loads data from an application layer QVD file.

In the process of separating a concatenated key into two parts, some split results are missing data

What should the data architect do?

C.

Utilize a combination of LEFT(), MID(), and RIGHTO functions to capture the key components

D.

In the SUBFIELD function, replace the '- with a ‘|’ or '-’ character

E.

Instruct the developer of the QVD file to correct the generation of the ConcatKeyAlpha field

F.

Wrap an IF() function around the SUBFIELDQ functions to check and adapt to null values character

G.

Instruct the developer of the QVD file to correct the generation of the ConcatKeyAlpha field

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Questions 12

QSDA2021 Question 12

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)

QSDA2021 Question 12

B)

QSDA2021 Question 12

C)

QSDA2021 Question 12

D)

QSDA2021 Question 12

Options:

A.

Option A

B.

Option B

C.

Option C

D.

Option D

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Questions 13

Refer to the exhibits.

QSDA2021 Question 13

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?

Options:

A.

Open the data manager, split the Customers table, and associate both tables on CustomerlD field

B.

Open the data manager, split the Customers table, and JOIN Orders and Customers on the CustomerlD field

C.

Open the data load editor and use JOIN instead of concatenate to combine Orders and Customers by CustomerlD

D.

Open the data load editor and apply a NOCONCATENATE function in the LOAD statement on the Orders table

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Questions 14

A data architect needs to efficiently prepare a data model for a meeting in an hour.

The data source to be used contains five date fields The app needs to display sales trends and compare the current year to date (CYTD) to last year to date (LYTD) The app is NOT going to be published It will only be used for this meeting and a single user's ad-hoc analysis.

What should the data architect do to meet these requirements?

Options:

A.

Use the data manager

B.

Load a calendar island

C.

Create a canonical calendar

D.

Create five master calendars

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Questions 15

A data architect needs to write the expression for a measure on a KPI to show the sales person with the highest sales The sort order of the values of the fields is unknown When two or more sales people have sold the same amount, the expression should return all of those sales people

Which expression should the data architect use?

Options:

A.

FirstSortedValue (Salesperson, -Aggr (Sum(Sales) , Salesperson) )

B.

Concat(DISTINCT IF (Aggr (Rank (Sum (Sales) , 4) , Salesperson) =1, Salesperson) , ' ')

C.

FirstSortedValue (DISTINCT Salesperson, -Aggr (Sum(Sales) , Salesperson) )

D.

Concat (DISTINCT IF (Aggr (Rank (Sum (Sales) , 1) , Salesperson) =1, Salesperson) , ' ')

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Exam Code: QSDA2021
Exam Name: Qlik Sense Data Architect Certification Exam - February 2021 Release
Last Update: May 8, 2026
Questions: 50

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