Comparison of Data Sets (SQA National 5 Maths): Revision Note

Exam code: X847 75

Roger B

Written by: Roger B

Reviewed by: Dan Finlay

Updated on

Comparing data sets

How do I compare two data sets?

  • You may be given two sets of data that relate to a context

  • To compare data sets, you need to

    • compare their averages

      • mean or median

    • compare their spreads

      • standard deviation or interquartile range

Examiner Tips and Tricks

You will always compare

  • either the mean and standard deviation of two sets of data

  • or the median and interquartile range of the data sets

You should not use the mean with the interquartile range, or the median with the standard deviation.

How do I write a conclusion when comparing two data sets?

  • When comparing averages and spreads, you need to compare the then

    • describe what this means in the real life context of the question 

  • Copy the exact wording from the question in your answer

  • There should be two parts to your conclusion

    • For example, if class A had a median score of 45 and IQR of 5, and class B had a median score of 32 and an IQR of 12:

      • "On average class A performed better than class B on the test."

        • (Because class A had a higher median)

      • "The scores in class A were less varied than scores in class B."

        • (Because class A had a smaller IQR)

    • Other good phrases for lower measures of spread include:

      • "scores are more consistent"

      • "scores are closer together"

      • "scores are less spread out"

Worked Example

A teacher recorded the number of correct answers achieved by a sample of seven students in a short mathematics test.

For School A the mean number of correct answers was 20 and the standard deviation was 3.4.

A sample of students from School B sat the same test. Their results gave a mean number of correct answers of 23 and a standard deviation of 1.5.

Make two valid comments comparing the number of correct answers achieved by the students in School A and School B.

Answer:

Compare the averages

  • The mean was lower for School A than for school B

On average the number of correct answers was lower in School A than it was in School B

Compare the spreads

  • The standard deviation was higher for School A than for school B

The numbers of correct answers were more varied in School A than they were in School B

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Roger B

Author: Roger B

Expertise: Maths Content Creator

Roger's teaching experience stretches all the way back to 1992, and in that time he has taught students at all levels between Year 7 and university undergraduate. Having conducted and published postgraduate research into the mathematical theory behind quantum computing, he is more than confident in dealing with mathematics at any level the exam boards might throw at you.

Dan Finlay

Reviewer: Dan Finlay

Expertise: Maths Subject Lead

Dan graduated from the University of Oxford with a First class degree in mathematics. As well as teaching maths for over 8 years, Dan has marked a range of exams for Edexcel, tutored students and taught A Level Accounting. Dan has a keen interest in statistics and probability and their real-life applications.