FBISE, NCP & NBF-aligned resources for Classes 9–12
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Computer Chapter 4 : Topic 2.10
Data Distributions
1 / 11
When using spreadsheet software to represent a data distribution, which graphical tool is most appropriate for showing frequency of continuous numerical data?
Reasoning: Histograms are specifically designed to show frequency distribution of continuous data using grouped intervals.
2 / 11
In a data analysis software, what is the main purpose of adjusting the bin size when creating a histogram?
Reasoning: Bin size determines how data is grouped, which affects the shape and interpretation of the distribution.
3 / 11
Which software feature is most commonly used to summarize and visualize distributions dynamically in spreadsheet applications?
Reasoning: Pivot tables and pivot charts help summarize and visualize distributions interactively.
4 / 11
Which graphical representation is most suitable in software tools for showing the spread, median, and outliers of a dataset?
Reasoning: Box plots clearly display median, quartiles, and outliers, making them ideal for distribution analysis.
5 / 11
When analyzing a dataset in software, which type of distribution is suggested if most values cluster on the left with a long tail on the right?
Reasoning: A long tail on the right indicates a right-skewed (positively skewed) distribution.
6 / 11
Which chart type in software is least appropriate for representing a numerical distribution?
Reasoning: Pie charts are used for categorical proportions, not numerical distributions.
7 / 11
In spreadsheet software, why is a frequency table often created before plotting a distribution graph?
Reasoning: Frequency tables summarize data, making it easier to create accurate graphs.
8 / 11
Which software-generated graph would best help compare two different data distributions side by side?
Reasoning: Side-by-side box plots allow comparison of distributions, medians, and variability.
9 / 11
What is the main advantage of using software for representing data distributions instead of manual drawing?
Reasoning: Software allows quick, accurate, and interactive visualization of distributions.
10 / 11
Which feature in data visualization software helps identify outliers in a dataset distribution?
Reasoning: Box plots clearly mark outliers beyond whiskers.
11 / 11
When using software tools to analyze distribution patterns, what does a symmetrical histogram typically indicate about the dataset?
Reasoning: A symmetrical histogram indicates that values are evenly spread around the central tendency.
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