2022

The data architect needs to build a model that contains Sales and Budget data for each customer. Some customers have Sales without a Budget, and other customers have a Budget with no Sales During loading, the data architect resolves a synthetic key by creating the composite key For validation, the data architect creates a table containing Customer, Month. Sales, and Budget columns. What does the data architect see when selecting a month?. All Customers, all Budget and all Sales records. Customer and Sales records for that month, but missing values for Budget. Customer and Budget records for that month, but missing values for Sales. Customer, Sales, and Budget records for that month.

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?. FirstSortedValue (Salesperson, -Aggr (Sum(Sales) , Salesperson) ). Concat(DISTINCT IF (Aggr (Rank (Sum (Sales) , 4) , Salesperson) =1, Salesperson) , ' '). FirstSortedValue (DISTINCT Salesperson, -Aggr (Sum(Sales) , Salesperson) ). Concat (DISTINCT IF (Aggr (Rank (Sum (Sales) , 1) , Salesperson) =1, Salesperson) , ' ').

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?. Two. Five. Four. Three.

A business department is forecasting revenue within an Excel spreadsheet. A data architect needs to include this forecast into the existing data model, and without losing any data. Which two sets of steps will meet these requirements? (Select two.). 1. Load the Excel spreadsheet using the data load editor 2. Use the Unpivot function 3. Use the Sum function to group the forecast by date 4. Connect to the existing data model. 1. Load the Excel spreadsheet using the data load editor 2. Use the Crosstable function to unpivot the table 3. Create a composite key out of the date and region 4. Connect the new table to the data model. 1. Load the Excel spreadsheet using the data load editor 2. Change the sort order by date 3. Create a composite key out of the forecast and region 4 Connect to the existing data model. 1. Load the Excel spreadsheet into the data manager 2. Use the Unpivot function 3. Create a composite key from the date and region 4. Connect the new table to the data model.

A data architect is developing an app that will generate QVDs for multiple business analysts. The field naming conventions on the source data are NOT business friendly. For every table loaded, multiple fields will require a name change. An Excel file is maintained centrally that lists all source data field names and the appropriate names as they should appear in the QVDs Which strategy should the data architect use to meet these requirements?. Use the Rename function and a mapping load. Create master items using business-friendly names. Use the Alias function and a mapping load. Load in the Excel file as a data island and use the Peek function.

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?. Use a LEFT JOIN instead of the APPLYMAP. Use LOAD DISTINCT on the mapping table. Create two different mapping tables. Review the values of the source mapping table.

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?. Use where exists (ID, StorelD). Use where exists (ID). Use Concatenate before loading the Stores table.

A data architect executes the following script. Which values does the OrderDate field contain after executing the script?. 20210131, 2020/01/31, 31/01/2019, 0. 20210131,2020/01/31,31/01/2019. 20210131, 2020/01/31, 31/01/2019, 9999. 20210131, 2020/01/31, 31/01/2019, 31/12/2022.

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'?. 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. 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. 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. 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.

The Section Access security table for an app is shown. User ABC\PPP opens a Qlik Sense app with a table using the field called LEVEL on one of the table columns. What is the result?. The user gets a "Field not found" error. The table is removed from the user interface. The user gets an "incomplete visualization" error. The table is displayed without the LEVELcolumn.

While using an app, the users report that some Sales Reps do NOT have personal details, like Division or Address Number A data architect has been called in to investigate. The data architect uses the data model viewer to determine the relationship between the SalesRepMaster and CustomerMaster tables. What is the cause of the issue?. 26 values for Sales Rep are null in CustomerMaster. 40.7% of the Sales Rep have CustomerMaster information. 59.3% of the Sales Rep have CustomerMaster information. Density is 100% while Total Distinct and Present Distinct are NOT the same.

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. LTRIM(SUBFIELD (Key, ' ', 2), 2). MID(SUBFIELD (Key , ' ', 2), 3). RIGHT(SUBFIELD (Key,' ', 2), 3). LEFT(SUBFIELD(Key, ' ', 2), 2).

A human resources (HR) team manager is due to go on leave. The manager needs to assign permissions to colleague to help the HR team publish apps. Which action(s) should the manager assign to the colleague before going on leave?. Owner Publish. Publish. Owner Publish, Read. Publish, Read.

A music teacher needs to know which artists are eligible to enter this year's competition. The teacher needs to find only the artists who have a music grade rank above two and play more than one instrument. Which expression is needed for the Number of Instruments measure in the table?. Count({$<Artist={"=Count(Instrument)>=2"}, Artist={"=Grade>2"}>}Instrument). Count({S<Count(Instrument)={">=2"}, Grades={">2"}>}Instrument). Count({$<Instrument={">=2"}, Artist={"=Grade>2"}>}Instrument). Count ({S<Artist={"=Count(Instrument)>=2M}, Grades={">2"}>}Instrument).

Users of a published app report incomplete visualizations. The data architect checks the app multiple timesand cannot replicate the error. The error affects only one team. What is the most likely cause?. An Omit field has been applied. Section access restricts too many records. A security rule has been applied to the sheet object. The affected users were NOT added to the Section table.

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?. Create a variable repository and load them using INCLUDE statements in the apps where needed. Create a selection app with all the master items and use an on-demand app generation method. Create a core app with all the master items needed and use a BINARY load in the other apps. Create only a single app with allthe master items needed and protect it with SECTION ACCESS.

A data architect needs to develop a script to export tables from a model based upon rules from an independent file. Thestructure of the text file with the export rules is as follows: These rules govern which table in the model to export, what the target root filename should be, and the number of copies to export. The TableToExport values are already verified to existin the model. In addition, the format will always be QVD, and the copies will be incrementally numbered. For example, the Customer table would be exported as: What is the minimum set of scripting strategies the data architect must use?. Two loopswithout any conditional statement. One loop and two IF statements. Two loops and one IF statement. One loop and one SELECT CASE statement.

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?. Create a bridge table between the Departments and Salespeople tables to resolve the many-to-many relationship. Create a bridge table between the Transactions and Salespeople tables to resolve the many-to-many relationship. Join theDepartments and Salespeople tables to resolve the many-to-many relationship. Join the Transactions and Salespeople tables to resolve the many-to-many relationship.

A data architect builds a simple data model to show the relationship between students and exams. The data is loaded. Every StudentID in the Exams table should be found in the Students table. Some students have NOT taken an exam. The data architect selects the field "StudentID" from the Students table and sees the following: Update the Students table and add 16.7% of the missing records. Remove records from the Exams table where StudentID is null. Update the Exams table and add 33.4% of the missing records. In the LOAD script, add DISTINCT before the Students and Exams tables.

A company generates 1 GB of ticketing data daily. The data is stored in multipletables Business users need to see trends of tickets 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?. Load only aggregated data for 2 years and use On-Demand App Generation (ODAG) for transaction data. Load only aggregated data for 2 years and apply filters on a sheet for transaction data. Load only 2 years ofdata in an aggregated app and create a separate transaction app for occasional use. Load only 2 years of data and use best practices in scripting and visualization to calculate and display aggregated data.

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 thelocation. Which GeoAnalytics operation should the data architect use?. Binning. Intersect. AddressLookup. Simplify.

A data architect plans to build an app that contains geographically diverse data that must be specific to user run-time selections. The source contains transactional data. The app must have minimal impact on already limited server resources. Which approach should the data architect use?. Loop and Reduce. QVDs. In-memory. ODAG.

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: 1. 3. 4. 6.

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.). The Month field does not exist in the Orders table and needs to be incorporated in the table using he Calendar table. 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. In the Orders table, some values in the CustomerlD field do not exist in the Customers table. The OrderDate field values in the Calendar table do not match with the values in the OrderDate field from the Orders table.

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?. 1. Create a link table with master calendar fields 2. Create a single filter using fields from the master calendar. 1. Load the Shipments and Orders table via the data manager 2. Create a single filter using fields from the Orders table. 1. Create a master calendar andjoin into the Shipments and Orders table 2. Create a single filter using fields from the Shipments table. 1. Create a master calendar table as a data island 2. Create a single filter using fields from the master calendar.

A data architect executes the following script: What will Field_1 contain after this script is executed?. Abcd, abcd, ABCD. abcd. Abcd, abcd. Abed, abed, ABCD, ABCDABCD.

A data architect is loading the tables and a synth key is generated. How should the data architect resolve the synthetic key?. Remove the LineNo field from Shipments and use the AutoNumber function on the. Create a composite key using OrdertD and LineNo. Remove the LineNo field from both tables and use the AutoNumberfunction on the OrderlC field. Create a composite key using OrderlD and LineNo. and remove OrderlD and LineNo from Shipments.

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?. 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 theOrderDetails table 4. Concatenate Orders and OrderDetails 5. Create a link table using the MasterCalendar table and create a concatenated field between OrderDate and ShipmentDate. 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 OrderDateand ShipmentDate. 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 andOrderDetails 5. Use Derive statement with the MasterCalendar table and apply the derive fields to OrderDate and ShipmentDate. 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.

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 appis 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?. Use the data manager. Load a calendar island. Create a canonical calendar. Create five master calendars.

A data architect is loading the tables and a synthetic key is generated. How should the data architect resolve the synthetic key?. Create a composite key using OrderlD and LineNo. Remove the LineNo field from Shipments and use the AutoNumber function on the OrderlD field. Remove the LineNo field from both tables and use the AutoNumber function on the OrderlD field. Create a composite key using OrderlD and LineNo, and remove OrderlD and LineNo from Shipments.

What are the values of the variables vLoadStart and vLoadComplete after the script executes?. vLoadStart; 'NOW{)' vLoadComplete: current system date and time when the script ended. vLoadStart: system date when the app was opened vLoadComplete 'now()'. vLoadStart: system date when the app was opened vLoadComplete: current system date and time when the script ended. vLoadStart: current system date and time when the script started vLoadComplete: 'now()'.

A company decides to migrate all apps from QlikView to Qlik Sense. After converting an apps: there are several unconverted objects What should the data architect do?. Save the unconverted objects as extensions and import them into Qlik Sense. Remove the set analysis statements from the unconverted objects. Re-create the unconverted objects. Save the unconverted objects as master items.

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?. Create a Month field for each of the three dates in the fact table and use that in the chart. Load the key field and the three date fields into a concatenated bridge table that contains KeyField and Date. Left Join the three date fields onto one bridge table using the key field containing KeyField and Date.

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.). Use dynamic script generation with variables. Denormalize the schema. Make sure any Ul variables are preceded by '='. Use flags in the data model to simplify set analysis. Create master items for all complex expressions.

A company has a stream with multiple apps One of the apps is a multi-regional sales app. A data architect must set up security for users to access the stream, enter the app, and view specific sheets and data. Whichfeatures should the data architect use to meet these requirements?. Section access and set analysis. QMC security rules and section access. QMC security rules and custom properties. Section access and sheet properties.

A data architect has a data model that includes historical order fulfillment centers. The order fulfillment centers occasionally changed location. The history of order fulfillment must be tracked on a per center, per location basis. Which scripting function should the data architect use to meet this data modeling requirement?. IntervalMatch. Peek. ApplyMap. Inner Join.

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?. 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. 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. 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. 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.

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 architectuse to meet these requirements?. FileSize, IF, THEN, END IF. FilePath, IF, THEN. Drop. FileExists, FOR EACH, IF. FilePath, FOR EACH, Peek, Drop.

A customer has a dataset that contains latitude and longitude data for service points around the country. The data is retrieved using the following statement: It must be clear to the end user that this is geographic data. Drag and drop, map-based visualization of this data is required. Which two steps should the data architect take to support this data? (Select two.). Define Location as a master item, and set the tag to Sgeodata. Add GeoProject{' Point' , Lat&Long) AS Point to the preceding load. Add GeoKakePoint (Lat, Long} as Point to Location's preceding load. Add the following to the end of the script: TAG FIELD LocationName With 'Sgeodata1, 'Srelated'; TAG FIELD Point With 'Sgeodata', 'Srelated1;. Add the following to the end of the script: TAG FIELD LocationName With 'Sgeoname', *@relates_Pt'; TAG FIELD Point With 'Sgeopoint*f 'Srelates Location', '$hidden';.

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?. *HierarchyLevel(EmployeelD, ManagerlD Name Level, '/', Structure) *HierarchyBelongsTo(EmployeelD, ManagerlD, Name ManagerlD,Manager, Depth). * HierarchyBelongsTo(ManagerlD, Manager, ManagerlD, ManagerlD, Manager Level) * Hierarchy(EmployeelD, ManagerlD, Name. Manager Name, Structure '/' Depth). * Hierarchy(EmployeelD. ManagerlD Name, Manager Name, Structure V,Depth) * HierarchyLevelEmployeelD, ManagerlD, Name, Manager, Name, Structure, Depth '/'). * HierarchyBelongs.To(EmployeeID, ManagerlD, Name ManagerlD, Manager, Depth).

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.). Canonical calendar. Generic load. Data island. Multiple calendars. Link table.

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?. Use a For loop to concatenate all of the Products table and apply a Generic Load to the final concatenate table. Use a For loop to apply a Generic load to the Product table and concatenate the generic tables together. Use a Generic Loadin the Product table and a For loop to left join each Generic table.

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?. Open the data manager, split the Customers table, and associate both tables on CustomerlD field. Open the data manager, split the Customers table, and JOIN Orders and Customers on the CustomerlD field. Open the data load editor and use JOIN instead of concatenate to combine Orders and Customers by CustomerlD. Open the data load editor and apply a NOCONCATENATE function in the LOAD statement on the Orders table.

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?. Create a Region field in the SalesTransaction table and populate using fixed region values while loading from each source. Create a Region field in the Employee table and populate using the LTrim function on the EmployeelD. Create a Region field in the Employee table and populate using the SubField function on the EmployeelD. Create a Region field in the SalesTransaction table and create a mapping table based on the Country field in the Customer table.

Multiple department fields in a dataset require a description A data architect needs to add the department descriptions or a default value when the department does NOT have a description Which strategy should the data architect use to meet these requirements?. ApplyMap with two parameters after the Mapping load. Left Join between tables and Description xlsx in every Department table. Enter "Missing description" in the blank rows for Description xlsx then Mapping Load. ApplyMap with three parameters after the Mapping load.

A data architect executes the script. What will be the value of the first row for Field_1?. 4. A. D. Null.

A data architect needs to develop multiple apps for various departments. More departments are requesting apps over time The company uses specific requirementsfor the number interpretation variables (e.g., ThousandSep, DecimalSep) found at the beginning of a LOAD script. The data architect wants to reduce duplicate scripts but does not want to copy and paste the number interpretation variables each time new appis created. The data architect prefers to use the least amount of script in Qlik Sense. How should the data architect meet these requirements?. Save the script for the number interpretation variables in a text file and use the CALL function to insert the variables. Create an Excel file with the number interpretation variables and use a FOR Next loop to load the variables into Qlik Sense. Save the script for the number interpretation variables in a text file and INCLUDE function to insert the variables. Create an Excel file with the number interpretation variables and apply the variables to the app using a mapping table.

The first table, Mastersports, contains the master list of all sport names that need to be loaded into the app. The second table, TeamMembers, containsthe 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 dataarchitect do in the data load editor?. Apply a preceding LOAD from the TeamMembers table with the SUBFIELD function and rename the field to Sport. Apply a preceding LOAD to the MasterSports table with the SUBFIELD function to create the Sport field. Apply a FOR loop to load to the MasterSports table creating the values for the Sport field.

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?. Use HidePrefix variable. Add fields to master items. Use security rules. Use HideField variable.

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 aQVD file. The data architect wants to load the records into Qlik Sense efficiently. Which steps should the data architect take to meet these requirements?. 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. 1. Load the existing data from the QVD 2. Load new andupdated 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. 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. 1 Load the new and updated data fromthe 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 onthe previous table.

A data architect must classify each product into a price group. The price groups must be the same width by default and allow users to dynamically change the width of the bucket duringanalysis. Which feature should the data architect use to meet these requirements?. Class function in the script and use variables. Class function in a calculated dimension. Nested IFs in a calculated dimension. IntervalMatch and use variables.

A data architect is using an Include statement to load the collection of variables from a TextFiles folder connection into an app. The data architect needs to load the data and generate an error if it fails. Which statement should the data architect use?. $<Include=lib://TextFiles/Variables.txt);. $(Must_Include=lib://TextFiles/Variables.txt);. (Must_Include=lib://TextFiies/Variables.txt);. (Includs=lib://TextFiles/Variables.txt);.

A global retailer has a large database in which millions of sales transactions are added per hour. Each regional sales manager should only see details for customers in their region. After filtering based on criteria such as region, gender,and income level, sales managers should be able to see the most current detailed transactions. What should a data architect do to meet these requirements?. Create an app for each sales manager with Qlik GeoAnalytics. Use section access and include aservice account in the table. Use On-Demand App Generation (ODAG) and section access. Use section access to restrict sales manager access by region.

A data architect needs to create an app to analyze 30-day re-admissions at a hospital. * The medical record system does NOT calculate re-admission data * The business rule to follow: if a patient is admitted to a hospital within 30 days after being discharged from a previous hospital stay, that event should be captured in the app with a flag called "30-day Re-admission" * Data being used from the patient record includes hospital account ID, patient ID, admission dater and discharge date Which action should the data architect perform first to meet these requirements?. Sequence patient records by hospital account ID and patient ID using the Peek function. Sequence patient records by patient ID using the Peek function. Calculate the days since previous discharge using admission date and discharge date. Order patient records by patient ID and admission date.

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?. 242 because field name appears in the output Panel of the debugger. 251 because the field name appears in the Variable panel of the debugger. 251 because the field name appears in the Qlik Log files. 251 because the field name appears in the Output panel of the debugger.

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?. Utilize INTERVALMATCH to load the currency conversion rate between dates theconversation changed INNER JOIN the resultant table back into the master calendar. OUTER JOIN the calendar with the currency conversion table ORDER BY the date and use the PEEK function to fill in blank values. 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. Use ITERNO and AUTOGENERATE to create a new calendar from max and min dates of the currency conversion table.

Which changes on the database will the script capture?. Insert and Remove rows. Insert. Update, and Remove rows. Insert and Update rows. Update and Remove rows.

A company has a stream with multiple apps One of the apps is a multi-regional sales app. A data architect must set up security for users to access the stream, enter the app, and view specific sheets and data. Whichfeatures should the data architect use to meet these requirements?. QMC security rules and custom properties. QMC security rules and section access. Section access and set analysis. Section access and sheet properties.

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?. Utilize a combination of LEFT(), MID(), and RIGHT() functions to capture the key components. In the SUBFIELD function, replace the '_' with a '|' or '_' character. Utilize a combination of LEFT(), MID(), and RIGHTO functions to capture the key components. In the SUBFIELD function, replace the '-' with a '|' or '-' character. Instruct the developer of the QVD file to correct the generation of the ConcatKeyAlpha field. Wrap an IF() function around the SUBFIELDQ functions to check and adapt to null values character. Instruct the developer of the QVD file to correct the generation of the ConcatKeyAlpha field. Wrap an IF() function around the SUBFIELD() functions to check and adapt to null values.

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?. APPLYMAP ( 'Associations , EmployeeKey ) as Employeekey;. MAPSUBSTRING ( 'Associations' ,EMployeekey) As Employeekey;. MAP EmloyeeKey USING Associations;. RENAME FIELDS USING Associations;.

An existing app on Qlik Sense Enterprise is duplicated and transferred to a data architect to add some additional data When trying to manually reload the original script, the data architect receives an error What should be done to make sure the script runs correctly?. Add the line lib connect to 'QVD(abc_qservice/orderData.qvd) '; before the LOAD for the Order Data table. Add the line lib connect to ' SQL (abc_qs9rvi.es) ' ;before the LOAD for the Order Detail table. Give the data architect the Read rights on the data connections in the QMC. Make the data architect the owner of the app in the QMC.

A data architect is creating an app using three tables. After executing thescript, a warning displays Which two steps should the data architect do to resolve this warning? (Select two.). Remove the rename statement (line 24) in the ProductPriceList table leaving the Product field name as is. Rename the Category field in theProductPriceLis table to PnceCategory (line 24). Move the preceding Load statement in line 10 between table name (line 23) and Load statement (line 24). insert "Join (ProductDetails)" in front of the Load statement in line 24 to combineProductPriceList with ProductDetails.

A company needs to analyze sales data based on the exchange rate of the different countries every day About 30 reports must be produced with an average of 20r000 rows each. This process is estimated to take about three hours. Reports will be in Excel and distributed to business users according to defined security rules Which two products should the data architect use to build this solution? (Select two.). OQIikGeoAnalytics. ODAG. QIikDataMarket. Qlik Storytelling. QIik NPrinting.

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 circular reference with one table disconnected. A synthetic table with two synthetic keys. A synthetic table with three synthetic keys. A synthetic table and one synthetic key.

A data architect needs to upload different data sources. To properly handle null values, the data architect decides to set all of these values to "Missing Value". Which syntax should the data architect use?. NullAsValue*; Set NullValues = 'Missing Value';. NullasNull *; Set NullValues = 'Missing Value';. NullasNull *; Set NullValue = 'Missing Value';. NullAsValue*; Set NullValue = 'Missing Value';.

USER1 has an app protected using this Section Access statement. Which countries can USER1 see in the app''. Germany. Italy, United Kingdom, The Netherlands. Italy, The Netherlands. Italy, United Kingdom, The Netherlands. Germany Italy, The Netherlands.