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Computer Chapter 4 : Topic 2.5
Quantitative Data
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A dataset records the number of books borrowed by each student during a month. Which type of quantitative data is this?
Reasoning: The number of books can only be counted in whole numbers.
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Which of the following measurements is the best example of continuous quantitative data?
Reasoning: Height can take any value within a range, including decimals.
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Temperature measured in degrees Celsius is generally classified as which type of scaled data?
Reasoning: Celsius has equal intervals, but zero does not indicate the absence of temperature.
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Which characteristic distinguishes ratio-scaled data from interval-scaled data?
Reasoning: Ratio-scaled data includes a meaningful zero value.
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A scientist records the weight of newborn babies in kilograms. This measurement is best classified as:
Reasoning: Weight has a true zero and can take decimal values.
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Which of the following variables is a discrete quantitative attribute?
Reasoning: Student counts are whole-number values and cannot be fractional.
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A dataset stores temperatures as 20°C, 25°C, and 30°C. Why is this data not considered ratio-scaled?
Reasoning: The zero point in Celsius is arbitrary, not absolute.
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Which example best represents ratio-scaled quantitative data?
Reasoning: Distance has a true zero and meaningful ratios.
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A school records the exact time students take to complete a test, including fractions of seconds. This data is:
Reasoning: Time can be measured with very fine precision.
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Which statement correctly describes continuous data?
Reasoning: Continuous data includes values between two measurement points.
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A company records the number of products sold each day. Which classification is most appropriate?
Reasoning: Products sold are counted in whole numbers.
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Which variable is both quantitative and interval-scaled?
Reasoning: Fahrenheit temperatures have equal intervals but no true zero point.
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A dataset contains measurements of water levels in a river recorded to the nearest millimeter. This data is most accurately classified as:
Reasoning: Water level is measured and can take many decimal values within a range.
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