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Qlik Exam QSBA2024 Topic 4 Question 12 Discussion

Actual exam question for Qlik's QSBA2024 exam
Question #: 12
Topic #: 4
[All QSBA2024 Questions]

A business analyst has access to all of a company's data for the past 10 years. The source table consists of the following fields: TransactionID, TransactionTime, Transaction Date, Transaction Year, Cardholder, Cardholder address, Cardissuer, and Amount.

Users request to create an app based on this source with the following requirements:

* Users only review the data for the past 2 years

* Data must be updated daily

* Users should not view cardholder info

Which steps should the business analyst complete to improve the app performance?

Show Suggested Answer Hide Answer
Suggested Answer: B

A box plot is the best visualization for displaying the distribution of salaries broken down by department with standard deviation indicators. Box plots show the spread of data, including key measures like quartiles, median, and outliers, which are useful for analyzing salary distributions. They also naturally incorporate standard deviation indicators through the spread of data.

Key Concepts:

Box Plot: This type of chart is designed for analyzing the distribution of data across different categories (in this case, departments). It shows the spread and variability of data, which can include standard deviations.

Why the Other Options Are Less Suitable:

A . Distribution plot: While a distribution plot can show spread, it's not as effective for showing standard deviation and is less suited for categorical breakdowns.

C . Histogram: A histogram shows the distribution of a single variable, but it doesn't provide the same detailed breakdown as a box plot.

D . Scatter plot: Scatter plots are used for showing relationships between two variables and are not suitable for showing standard deviation across departments.

References for Qlik Sense Business Analyst:

Box Plot for Distribution Analysis: Box plots are ideal for visualizing data distribution and variability across categories, making them the preferred choice for analyzing salary distribution by department.

Thus, the box plot is the best choice for visualizing salary distribution with standard deviation indicators, making B the verified answer.


Contribute your Thoughts:

Tresa
5 days ago
I agree, Option B is the way to go. Deleting the cardholder and time fields, along with the daily reload, will keep the app running smoothly and maintain data privacy.
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Tijuana
7 days ago
Option B seems the most comprehensive solution. Using set analysis and an API to perform a daily reload task would optimize the app's performance while ensuring the users only see data from the past 2 years.
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Willodean
10 days ago
I'm not sure, but option D also seems reasonable. Applying a filter to extract data based on transaction year can be effective.
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Dwight
16 days ago
I agree with Bulah. Also, using an API for daily reload task seems like a good idea.
upvoted 0 times
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Bulah
21 days ago
I think option B is the best choice. Using set analysis will help show data based on transaction year.
upvoted 0 times
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