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NEW QUESTION 29
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 selection app with all the master items and use an on-demand app generation method.
- B. Create a variable repository and load them using INCLUDE statements in the apps where needed
- 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 allthe master items needed and protect it with SECTION ACCESS.
Answer: B
Explanation:
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 inone place and have the changes reflected in all the apps.Source: Qlik A variable repository is a centrallocation 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 oneplace, 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 30
Refer to the exhibit.
A global sales organization operates in three regions: AMERICAS, EMEA: and APAC. Each region stores its sales transactions in a separate database in which the employees update customer data through a third-party app. The data is extracted into three QVDs.
A data architect sets up a two-tier architecture for the data load. The data architect needs to add the region to the data model.
Which technique should the data architect use to create the Region field?
- A. Create a Region field in the Employee table and populate using the LTrim function on the EmployeelD
- B. Create a Region field in the SalesTransaction table and populate using fixed region values while loading from each source
- C. Create a Region field in the SalesTransaction table and create a mapping table based on the Country field in the Customer table
- D. Create a Region field in the Employee table and populate using the SubField function on the EmployeelD
Answer: B
NEW QUESTION 31
A data architect executes the following script:
What will Field_1 contain after this script is executed?
- A. Abed, abed, ABCD
- B. Abed, abed, ABCD, ABCDABCD
- C. Abcd, abcd
- D. abcd
Answer: A
NEW QUESTION 32
A dataarchitect 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?
- A. Five
- B. Three
- C. Two
- D. Four
Answer: B
NEW QUESTION 33 
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)
- C. Use where exists (ID, StorelD)
Answer: B
NEW QUESTION 34 
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. * HierarchyBelongsTo(ManagerlD, Manager, ManagerlD, ManagerlD, Manager Level)
* Hierarchy(EmployeelD, ManagerlD, Name. Manager Name, Structure '/' Depth) - B. * Hierarchy(EmployeelD. ManagerlD Name, Manager Name, Structure V,Depth)
* HierarchyLevelEmployeelD, ManagerlD, Name, Manager, Name, Structure, Depth '/') - C. *HierarchyLevel(EmployeelD, ManagerlD Name Level, '/', Structure)
*HierarchyBelongsTo(EmployeelD, ManagerlD, Name ManagerlD,Manager, Depth) - D. * HierarchyBelongs.To(EmployeeID, ManagerlD, Name ManagerlD, Manager, Depth)
Answer: D
NEW QUESTION 35
Refer to the exhibit.
A data architect is working with an app and creates some visualizations to check the data. Some visualizations showissues 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 Month field does not exist in the Orders table and needs to be incorporated in the table using he Calendar table.
- B. In the Orders table, some values in the CustomerlD field do not exist in the Customers table.
- C. 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 - D. The OrderDate field values in the Calendar table do not match with the values in the OrderDate field from the Orders table
Answer: B,D
NEW QUESTION 36 
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?
- A. Use a Generic Loadin the Product table and a For loop to left join each Generic table
- B. Use a For loop to concatenate all of the Products table and apply a Generic Load to the final concatenate table
- C. Use a For loop to apply a Generic load to the Product table and concatenate the generic tables together
Answer: A
NEW QUESTION 37
Refer to the exhibit.
A data architect needs to add a Budget table to the current Qlik Sense app. A Budget table with the fields Budget, CustomerlD, and ProductlD is loaded into the model. What will be created?
- A. A synthetic table with two synthetic keys
- B. A circular reference with one table disconnected
- C. A synthetic table with three synthetic keys
- D. A synthetic table and one synthetic key
Answer: B
NEW QUESTION 38
A table is generated resulting from the following script
When the data architect selects a date, some, but NOT all, orders for that date are shown How should the data architect modify the script to show all orders for the selected date?
A)
B)
C)
D)
- A. Option C
- B. Option A
- C. Option D
- D. Option B
Answer: A
NEW QUESTION 39
Refer to the exhibit.
While performing a data load from the source shown, the data architect notices it is NOT appropriate for the required analysis.
The data architect runs the following script to resolve this issue:
- A. 0
- B. 1
- C. 2
- D. 3
Answer: C
NEW QUESTION 40
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 A
- B. Option C
- C. Option D
- D. Option B
Answer: C
NEW QUESTION 41
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 toimprove performance? (Select two.)
- A. Use flags in the data model to simplify set analysis
- B. Make sure any Ul variables are preceded by '='
- C. Use dynamic script generation with variables
- D. Denormalize the schema
- E. Create master items for all complex expressions
Answer: A,C
NEW QUESTION 42
Refer to the exhibit.
USER1 has an app protected using this Section Access statement.
Which countries can USER1 see in the app''
- A. Italy, The Netherlands
- B. Germany Italy, The Netherlands
- C. Germany. Italy, United Kingdom, The Netherlands
- D. Italy, United Kingdom, The Netherlands
Answer: D
NEW QUESTION 43
A data architect needs to write theexpression 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?
- A. FirstSortedValue (Salesperson, -Aggr (Sum(Sales) , Salesperson) )
- B. FirstSortedValue (DISTINCT Salesperson, -Aggr (Sum(Sales) , Salesperson) )
- C. Concat (DISTINCT IF (Aggr (Rank (Sum (Sales) , 1) , Salesperson) =1, Salesperson) , ' ')
- D. Concat(DISTINCT IF (Aggr (Rank (Sum (Sales) , 4) , Salesperson) =1, Salesperson) , ' ')
Answer: C
NEW QUESTION 44 
Refer to the exhibit
A data architect is working on an app that contains orders, invoices, and shipping data. There are three different date fields within the data:
* OrderDate
* InvoiceDate
* ShippingDate
The business analyst needs to replicate the chart above to show Order and Shipping amounts on the same Month axis.
What should the data architect do?
- A. Create a Month field for each of the three dates in the fact table and use that in the chart
- B. Left Join the three date fields onto one bridge table using the key field containing KeyField and Date
- C. Load the key field and the three date fields into a concatenated bridge table that contains KeyField and Date
Answer: C
NEW QUESTION 45
Refer to the exhibits.
A business analyst needs to see the currency conversion provided by a third party process, and only contains a record when the rate changes in a chart. The currency conversion rate data is An existing master calendar exists in the data model that contains a full set of dates.
Which technique should the data architect use to meet this requirement?
- A. Use ITERNO and AUTOGENERATE to create a new calendar from max and min dates of the currency conversion table
- B. Leverage a FOR loop between the start date and end date of the master calendar Use the MATCH function to add the currency conversion rates to the master calendar
- C. OUTER JOIN the calendar with the currency conversion table
ORDER BY the date and use the PEEK function to fill in blank values - D. Utilize INTERVALMATCH to load the currency conversion rate between dates theconversation changed INNER JOIN the resultant table back into the master calendar
Answer: C
NEW QUESTION 46
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 thedata 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. Load the Shipments and Orders table via the data manager
2. Create a single filter using fields from the Orders table - 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 table as a data island
2. Create a single filter using fields from the master calendar - D. 1. Create a master calendar andjoin into the Shipments and Orders table
2. Create a single filter using fields from the Shipments table
Answer: B
NEW QUESTION 47
Refer to the exhibit.
A business analyst reports that the 'CompanyAge' field does NOT display for users The data architect examines the LOAD script and wants to place the breakpoint in the script to check the field name.
Which line number should the data architect use?
- A. 251 because the field name appears in the Variable panel of the debugger
- B. 251 because the field name appears in the Output panel of the debugger
- C. 242 because field name appears in the output Panel of the debugger
- D. 251 because the field name appears in the Qlik Log files
Answer: B
NEW QUESTION 48
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. MAP EmloyeeKey USING Associations;
- B. APPLYMAP ( 'Associations , EmployeeKey ) as Employeekey;
- C. MAPSUBSTRING ( 'Associations' ,EMployeekey) As Employeekey;
- D. RENAME FIELDS USING Associations;
Answer: A
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 49 
Refer to the exhibits.
The first table shows the source table (Original table).
This data represents the stocks stored every month for each product:
* The relevant fields are productid, qty, and date.
* The date field represents the calendar months using
* The qty field shows the product stock fluctuation from the current month versus the previous month. If there is no fluctuation between months, there are no new entries in the table.
The second table shows a Pivot table visualization the data analyst needs to create in the app displaying per each product the monthly trend of available stock.
For performance reasons, the data analyst requests the data architect to calculate the running stock quantity of each product for every month in the script.
Which approach should the data architect use?
- A. 1. Generate a Cartesian JOIN between productid and date in a Combined table
2. LEFT JOIN the Combined table with theOriginal table to populate the missing qty values
3. Use PREVIOUSO and SUM() functions to create the running quantity totals for each product for every month - B. 1. Generate a Calendar table with all dates between the minimum and maximum date values in an Original table
2. RIGHT JOIN the Calendar table back to the Original table to populate the missing qty values
3. Use PEEK() and RANGECOUNTO functions to create the running quantity totals for each product for every month - C. 1 Generate a Calendar table with all dates between the minimum and maximum date values in an Original table
2. LEFT JOIN the Calendar table back to the Original table to populate the missing qty values - D. 1 Generate a Cartesian JOIN between productid and date in a Combined table
2 RIGHT JOIN the Combined table with the Original table to populate the missing qty values
3. Use PREVIOUS() and RANGESUMQ functions to create the running quantity totals for each product for every month
Answer: C
NEW QUESTION 50
Refer to the exhibits.
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?
- A. Instruct the developer of the QVD file to correct the generation of the ConcatKeyAlpha field
- B. Utilize a combination of LEFT(), MID(), and RIGHTO functions to capture the key components
- C. Utilize a combination of LEFT(), MID(), and RIGHT() functions to capture the key components
- D. Wrap an IF() function around the SUBFIELDQ functions to check and adapt to null values character
- E. In the SUBFIELDfunction, replace the '- with a '|' or '-' character
- F. 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 theprocess of separating a concatenated key into two parts, some split results are missing data What should the data architect do? - G. Wrap an IF() function around the SUBFIELD() functions to check and adapt to null values
- H. Instruct the developer of the QVD file to correct the generation of the ConcatKeyAlpha field
Answer: E
NEW QUESTION 51 
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.
Answer: B
NEW QUESTION 52
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