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Updated: Jun 03, 2026
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1. Two companies have merged and a full database integration is planned for next year. The data architect needs an interim solution to view all employee data from both companies
* The tables come from different systems
* Both companies have similar Employees tables
* Both tables have identifiers for Employee and some other attributes (eg , geographical information)
* The tables also have some fields that do NOT match (e.g.: Social Security Number and Bank Account) Which problem occurs when the two tables are loaded into Qlik Sense?
A) An auto concatenation occurs
B) A circular reference occurs
C) Link tables are created
D) Synthetic keys are created
2. Refer to the exhibit.
The data model shown has a synthetic key for information that contains actual sales and budget sales for a multi-national company As a business requirement, users must be able to drill down by department and country. Datajnust not be lost.
Due to data quality issues, some departments are NOT included in the Sales and Budget tables.
The data architect needs a method to eliminate synthetic keys that generates the fastest performing data model Which method should the data architect use?
A) Field aliases or comment out redundant fields
B) A forced concatenation statement
C) A Left Join statement in the script
D) A link table to associate the two tables
3. 
A data architect needs to build a dashboard that displays the aggregated -sales for each sales representative.
All aggregations or data must be performed in the script.
Which script should the data architect use to meet these requirements?
A)
B)
C)
D)
A) Option C
B) Option B
C) Option D
D) Option A
4. Refer to the exhibit.
Each order can-have multiple products The data architect needs to make sure the Amount can be analyzed by Order Type and Product Category.
The Order Number field data always contains the Order Type in the first three characters Product. Product Category, and Sales Channel data are available in an Excel spreadsheet called "Categories" in the file PaperProducts xlsx.
Which two ways can the data architect use to make additions to the existing script and meet the requirements?
(Choose two.)
A)
B)
C)
D)
A) Option C
B) Option B
C) Option D
D) Option A
5. Sales managers need to see an overview of historical performance and highlight the current year's metrics App requirements:
* Display the current year's total sales
* Total sales displayed must respond to the user's selections
Which variables should a data architect create to meet these requirements?
A)
B)
C)
D)
A) Option C
B) Option B
C) Option D
D) Option A
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: D | Question # 3 Answer: C | Question # 4 Answer: A | Question # 5 Answer: D |
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