FBISE, NCP & NBF-aligned resources for Classes 9–12
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Computer Chapter 4 : Topic 3.12
Data Visualization Evaluation
1 / 11
A published article includes a bar chart showing sales growth, but the vertical axis starts at 90 instead of 0. What should a reader question first?
Reasoning: Truncated axes can make small differences appear much larger than they actually are.
2 / 11
A news story concludes that a new study method improves student performance based on a graph showing higher average scores. What should be examined before accepting the conclusion?
Reasoning: Conclusions should be evaluated using the evidence presented in the data.
3 / 11
A line graph shows a steady increase in online sales over several months. What is the most appropriate interpretation of the visualization?
Reasoning: A line graph showing an upward trend indicates growth over the measured period.
4 / 11
A report claims that a product became more popular because sales increased after an advertising campaign. Why should this conclusion be evaluated carefully?
Reasoning: Correlation does not always prove causation; other factors may be involved.
5 / 11
A pie chart shows that one category represents 60% of total sales. What can a reader reasonably conclude from this visualization?
Reasoning: A pie chart represents proportions of a whole, not exact future trends or profits.
6 / 11
While reading a published story, why is it important to examine the source of the data used in visualizations?
Reasoning: Trustworthy data sources improve the credibility of findings and conclusions.
7 / 11
A graph displays survey results from only ten people, yet the article makes conclusions about an entire country. What is the main concern?
Reasoning: Small samples may not accurately represent larger populations.
8 / 11
A visualization shows a relationship between ice cream sales and drowning incidents. Why should readers be cautious about concluding that one causes the other?
Reasoning: Two variables may be related without one directly causing the other.
9 / 11
A published article presents a scatter plot with points closely grouped around an upward trend line. What does this generally suggest?
Reasoning: A positive trend in a scatter plot indicates that both variables tend to increase together.
10 / 11
When critiquing a published story that includes experimental results, what is the most important question to ask?
Reasoning: Strong conclusions must be based on evidence shown in the experiment.
11 / 11
A report uses graphs and experimental data to support a business recommendation. What skill helps readers evaluate the quality of the recommendation?
Reasoning: Critical interpretation of data and conclusions helps determine whether recommendations are justified.
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