Latest PDF of QlikView-Business-Analyst-Certification: QlikView Business Analyst Certification (QVBAC) 2025

QlikView Business Analyst Certification (QVBAC) 2025 Practice Test

QlikView-Business-Analyst-Certification test Format | Course Contents | Course Outline | test Syllabus | test Objectives

Exam Name: QlikView Business Analyst Certification
Exam Format: Multiple-choice, drag-and-drop, scenario-based questions
Number of Questions: ~50-60 questions
Duration: 60-90 minutes
Passing Score: ~70% (may vary)
Delivery Method: Online proctored or at Pearson VUE test centers
Language: English

- Associative Model – QlikView’s in-memory data model that dynamically links related data.
- In-Memory Processing – Data is loaded into RAM for fast analysis.
- QlikView Document (.QVW) – The main file format for QlikView applications.
- Script Editor – Used for data extraction, transformation, and loading (ETL).

- QVD (QlikView Data File) – A compressed, optimized storage format for QlikView data.
- Understanding QlikView’s associative data model
- Differences between QlikView and traditional BI tools
- Components of a QlikView application (UI, data model, scripts)

- LOAD Statement – Used to import data from various sources (SQL, Excel, CSV, etc.).
- Resident Load – Loading data from an already loaded table.
- Concatenation – Combining tables with similar fields.
- Mapping Load – Used for lookups and data transformations.
- Qualify & Unqualify – Managing field name conflicts.
- Set Analysis – Advanced filtering syntax (e.g., Sum({} Sales)).

- Loading data from databases, flat files, and QVDs
- Using WHERE clauses, JOINs, and KEEP in scripts
- Handling incremental loads
- Optimizing script performance

- Star Schema vs. Snowflake Schema – Data warehouse modeling techniques.
- Synthetic Key – An unwanted composite key created when tables share multiple fields.
- Circular Reference – A loop in data relationships.
- Link Table – Resolves synthetic keys by separating relationships.

- Designing efficient data models
- Avoiding synthetic keys and circular references
- Using ApplyMap() and Mapping Tables
- Optimizing data model performance

- Sheet Object – Any visualization (chart, table, list box) in QlikView.
- List Box – A filter component displaying field values.
- Multi Box – Combines multiple list boxes into one.
- Straight Table vs. Pivot Table – Table types in QlikView.
- Chart Types – Bar, line, pie, scatter, gauge, etc.

- Creating interactive dashboards
- Applying conditional formatting
- Using bookmarks and selections
- Designing dynamic visualizations with variables

- Set Modifiers – {} syntax for dynamic filtering.
- Dollar-Sign Expansion – Dynamic expression evaluation ($(vVariable)).
- Aggregation Functions – Sum(), Avg(), Count(), Only().
- If() & Alt() – Conditional logic in expressions.
- Writing complex Set Analysis expressions
- Using variables in expressions
- Handling NULL values

- Section Access – Row-level security in QlikView.
- Publisher – QlikView’s tool for scheduling reloads and distribution.
- AccessPoint – Web-based portal for accessing QlikView documents.
- Implementing user-based security
- Configuring Section Access for data restrictions
- Scheduling reloads in QlikView Publisher
- Deploying QlikView apps to QlikView Server

- RAM Usage Optimization – Reducing memory consumption.
- Binary Load – Loading one QlikView document into another.
- QlikView Logs – Debugging script errors.
- Identifying performance bottlenecks
- Reducing data model size
- Debugging script errors

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Question: 534
updates the visualizations on the dashboard without requiring a manual refresh?
A. By using static data sources for all visualizations
B. By linking the List Box to the visualizations via expressions
C. By enabling the "Auto-Refresh" setting in the chart properties
D. By utilizing the "Always One Selected Value" option Answer: B
Explanation: Linking the List Box to the visualizations via expressions ensures that selections update the visualizations automatically, enhancing interactivity within the dashboard.
Question: 535
In a QlikView script, which statement correctly loads a field named "SalesAmount" from a CSV file and renames it to "TotalSales"?
A. LOAD [SalesAmount] AS TotalSales RESIDENT data.csv;
B. LOAD SalesAmount AS TotalSales FROM [data.csv];
C. LOAD SalesAmount FROM [data.csv] INTO TotalSales;
D. LOAD [SalesAmount] FROM [data.csv] WITH NAME TotalSales;
Answer: B
In QlikView, how can you ensure that a certain selection in a List Box automatically
Explanation: The correct syntax for renaming a field during a load operation is to use AS in the LOAD statement.
Question: 536
When distributing QlikView applications via Publisher, what is the purpose of the "Distribute" option in the task settings?
1. To ensure the application is available to all users in the AccessPoint.
2. To send the application via email to specific users.
3. To create a backup copy of the application on the server.
Explanation: The "Distribute" option in the task settings is used to ensure that the application is made available to all authorized users in the AccessPoint, enabling them to access the latest version of the app.
Question: 537
In QlikView, which function would you use to retrieve the last value in a sorted list?
A. FirstSortedValue
B. LastSortedValue
C. LastValue
D. Max Answer: B
Explanation: The "LastSortedValue" function retrieves the last value from a sorted list based on specified sorting criteria, making it useful for end-of-range analyses.
Question: 538
To automatically reload the application without user intervention. Answer: A
You are experiencing performance issues in a QlikView application. You suspect circular references are to blame. Which of the following actions would you take to diagnose and resolve this?
1. Remove all keys from the data model
2. Use the Data Model Viewer to visualize table relationships
3. Ignore the circular references as they are not critical
4. Add more dimensions to the existing tables
Answer: B
Explanation: The Data Model Viewer provides a visual representation of table relationships, helping to diagnose and resolve circular references effectively.
How can a QlikView application be designed to allow users to save their current selections for future reference?
A. Use Bookmarks
B. Use Variables
C. Use Alternate States
D. Use Set Analysis Answer: A
Explanation: Bookmarks allow users to save their current selections in a QlikView application, enabling easy access to specific views of data later.
Question: 540
Which of the following actions in QlikView will result in creating a synthetic key during data loading?
A. Loading two tables with one common field name.
B. Loading two tables with unique field names.
C. Loading two tables with all fields having different names.
D. Loading two tables without any common fields at all.
Question: 539
Answer: A
Explanation: A synthetic key is created when two tables share a common field name, leading to ambiguity in the data model.
Question: 541
In QlikView, if you want to create a variable that holds the maximum sales figure dynamically based on user selections, which syntax is most appropriate?
1. SET vMaxSales = MAX(Sales)
2. SET vMaxSales = Max(Sales)
3. LET vMaxSales = Max({} Sales)
Answer: D
Explanation: The correct syntax to create a variable that dynamically holds the maximum sales figure based on user selections is LET vMaxSales = MAX(Sales).
Question: 542
A QlikView application needs to display sales data filtered by a specific region for the last three years. Which expression would be appropriate for this requirement?
A. Sum({} Sales)
B. Sum({$(=Year(Today())-3)"}>} Sales)
C. Sum({} Sales)
D. Sum({=$(=Year(Today())-3)"}>} Sales) Answer: D
Explanation: This expression filters the sales data for the specified region and includes only the years that are greater than or equal to three years back from the current year.
Question: 543
4. LET vMaxSales = MAX(Sales)
When loading data incrementally from a QVD file, which of the following approaches is correct to ensure that only new records are loaded based on the last load timestamp stored in vLastLoadTime?
1. LOAD * FROM [SalesData.qvd] WHERE LoadTime > $(vLastLoadTime);
2. LOAD * FROM [SalesData.qvd] WHERE LoadTime = $(vLastLoadTime);
3. LOAD * RESIDENT [SalesData.qvd] WHERE LoadTime > vLastLoadTime;
4. SQL SELECT * FROM [SalesData.qvd] WHERE LoadTime > $(vLastLoadTime);
Answer: A
Explanation: The correct method for incrementally loading data from a QVD uses a WHERE clause to filter records based on the last load timestamp.
What is the primary purpose of the "Field Event Trigger" in QlikView?
A. To change the state of a field when a user interacts with it
B. To refresh data
C. To execute a script
D. To load new data Answer: A
Explanation: The Field Event Trigger allows for dynamic changes in the application based on user interactions with specific fields, enhancing user experience.
Question: 545
Using the expression Alt(OrderAmount, 0) in QlikView, what is the result if OrderAmount is NULL for a specific record?
A. The expression will return the string "NULL"
B. The expression will return an error
C. The expression will return 0
D. The expression will return the last non-NULL value of OrderAmount
Question: 544
Answer: C
Explanation: The Alt() function returns the first non-NULL value from the given parameters. If OrderAmount is NULL, it will return the second parameter, which is 0.
Question: 546
Which QlikView function can be used to create a running total of sales over time?
1. CumulativeSum(Sales)
2. Total(Sum(Sales))
3. RangeSum(Above(Sum(Sales), 0, RowNo()))
Explanation: The "RangeSum" function combined with "Above" is used to create a running total for sales, effectively calculating the cumulative sales over time.
Question: 547
In scripting, how can you ensure that a field is calculated only once in QlikView to Improve performance?
A. Use the "Distinct" keyword
B. Use the "FirstSortedValue" function
C. Create a temporary table
D. Use "Mapping Load" Answer: D
Explanation: A "Mapping Load" allows for efficient calculations of fields by creating a key-value pair that can be reused, ensuring the field is calculated only once.
Question: 548
Accumulate(Sales) Answer: C
In QlikView, when designing a data model, which of the following methods can be used to prevent synthetic keys when combining multiple fact tables that share common dimensions?
1. Using the "Concatenate" keyword in the load script
2. Creating a composite key by concatenating multiple dimensions
3. Using the "Join" keyword with a "Keep" statement
4. Loading the fact tables in separate QVD files
Answer: B
Question: 549
A QlikView developer wants to highlight outliers in sales data. Which technique is most effective for this purpose?
A. Aggregation
B. Set Analysis
C. Color Coding
D. Data Model Optimization Answer: C
Explanation: Color coding can be used to visually highlight outliers in sales data, making them stand out in charts for further analysis.
Question: 550
Which of the following methods is the best practice for optimizing script performance when loading large datasets from a database?
A. Load all fields from the database without filtering.
B. Use the WHERE clause to restrict the number of records loaded.
C. Load data into multiple temporary tables before combining.
D. Load data sequentially from each table without joins.
Explanation: Creating a composite key by concatenating multiple dimensions ensures that the key is unique and prevents synthetic keys from being created, as it explicitly defines the relationship between tables.
Answer: B
Explanation: Using the WHERE clause to filter records minimizes the amount of data loaded, thus optimizing script performance when dealing with large datasets.
Question: 551
Which of the following expressions would you use in a QlikView Bar Chart to calculate the percentage contribution of each category to the total sales amount dynamically?
1. Sum(Sales) / Total Sum(Sales)
2. Sum(Sales) / Sum(Total Sales)
3. (Sum(Sales) / Sum(All Sales)) * 100
Answer: A
Explanation: The expression "Sum(Sales) / Total Sum(Sales)" calculates the percentage contribution of each category to the total sales amount dynamically, allowing for effective comparison.
Question: 552
A business analyst is tasked with optimizing a QlikView application. Which of the following commands is used to reduce the amount of data loaded into the application?
A. DROP FIELDS
B. RESIDENT
C. WHERE
D. KEEP FIELDS
Answer: C
Explanation: The WHERE clause is used to filter records during the load process, allowing the analyst to load only the relevant data into the application, thus optimizing performance.
Sum(Sales) / Aggr(Sum(Sales), Category)
Question: 553
Which QlikView feature allows users to select multiple values in a filter pane?
1. Allow Multiple Selections
2. Multi-Select
3. Selection Mode
4. Filter Options Answer: A
Question: 554
When accessing a QlikView application through AccessPoint, what determines the data visibility for each user?
A. The application settings configured in the QlikView Management Console.
B. The Section Access settings defined in the application's script.
C. The data model and its relationships established in the application.
D. The user's role defined in the QlikView Publisher. Answer: B
Explanation: The data visibility for each user in QlikView AccessPoint is determined by the Section Access settings defined in the application's script, which control what data each user can see.
Question: 555
What is the purpose of the Aggr() function in QlikView?
A. To sum values for a single dimension only
B. To create a new field from aggregated values
C. To calculate averages across specified dimensions
Explanation: The "Allow Multiple Selections" option in the filter pane enables users to select more than one value, enhancing interactivity in data exploration.
D. To aggregate data across multiple dimensions Answer: D
Explanation: The Aggr() function is used to perform aggregations across multiple dimensions, allowing for more complex calculations.
Question: 556
Which of the following techniques can be used to implement user-driven filters in QlikView that automatically update all associated visualizations based on a single selection?
1. Using separate List Boxes for each visualization
C. Implementing a master filter
D. Utilizing the "Linked Dimensions" feature Answer: D
Explanation: Utilizing the "Linked Dimensions" feature allows user-driven filters to automatically update all associated visualizations based on a single selection, enhancing interactivity.
Question: 557
What is the use of the "Interval" function in QlikView?
A. To calculate the difference between two dates
B. To group data into specified ranges
C. To create a time interval for analysis
D. To format numbers with specific precision Answer: B
Explanation: The "Interval" function is used to group data into specified ranges, allowing for effective categorization in analyses.
Applying the "Always One Selected Value" option

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