Year 6 Maths reasoning (SATs): Comparing data sets and valid conclusions
Part of the Year 6 Maths reasoning (SATs) statistics and data chapter. Chapter overview · whole chapter on one page
Comparing data sets and valid conclusions
Rule
Two data sets can have the same mean but very different spreads. The range shows how spread out the values are.
A conclusion is valid only if the data support it. A link in a graph does not prove that one thing causes another.
Key ideas
- Same mean does not mean same spread: compare the range too.
- A smaller range means more consistent results.
- Check whether a conclusion goes beyond what the data show.
Method. Compare the ranges, because a smaller range means more consistent scores.
- Range A. Largest 7, smallest 5, so the range is 2.7 - 5 = 2
- Range B. Largest 11, smallest 1, so the range is 10.11 - 1 = 10
- Compare. Team A has the smaller range, so its scores are more consistent.A
- Write the answer. A
Check. 2 < 10, and both teams have a mean of 6. ✓
Method. A link between two things does not show that one causes the other.
- What the data show. Sales and hot days go up together.a link
- Is it a cause? Ice cream cannot make the weather hotter, so the conclusion does not follow.no
- Write the answer. no
Check. A link is not proof of cause. ✓
Method. Compare the ranges: the smaller range means more consistent scores.
- Range of A. The range of Class A is 3.3
- Range of B. The range of Class B is 15.15
- Compare. A has the smaller range, so its scores are more consistent.A
- Write the answer. A
Check. 3 < 15. ✓
Watch out
Watch out. Two data sets with the same mean can be very different. Always check the range or the spread.
Exam tip
Practice guide. Write one sentence that compares the averages and one that compares the spread.
Exercise 8E Practice: comparing data sets and conclusions
Non-calculatorMethod. Find the range of each team.
- Range X. 6 - 4 = 2.2
- Range Y. 8 - 2 = 6.6
- Compare. X has the smaller range, so X is more consistent.X
- Write the answer. X
Check. 2 < 6. ✓
Method. The smaller range shows more consistent scores.
- Compare ranges. Ali 3, Sam 15.3 < 15
- Decide. Ali has the smaller range, so Ali is more consistent.Ali
- Write the answer. Ali
Check. 3 < 15. ✓
Method. Think about the mode.
- Mean. The mean is the average of all sizes.average
- Mode. The most common size is the mode, which may be different.mode
- Write the answer. The mean can be 6 even if most sales are a different size, because a few very large or very small sizes can pull the mean to 6.
Check. The mean and the mode can be different. ✓
Method. Test each choice against the question.
- Read what the question asks. Decide what the answer must do or show.
- Test the choice. The graph shows a link between rain and sales, which is what the data support.Umbrellas sold go up when it rains fits
- Reject the other choices. The graph cannot show that umbrella sales cause rain.Rain is caused by umbrella sales and Umbrella sellers make it rain do not fit
- Write the answer. Umbrellas sold go up when it rains
Check. Umbrellas sold go up when it rains is the one that fits. ✓
Method. The mean is one number; it does not show everything.
- What the mean shows. The mean of Class 2 is higher.24
- Is that enough? A higher mean does not show that every pupil did better.not enough
- Write the answer. no
Check. 24 - 20 = 4. ✓
Watch out. The difference between the two means is 4, but this does not prove every pupil in Class 2 did better.
Method. The mean is the total divided by the number of values.
- Add the values. Add up all 4 values.12 + 14 + 16 + 18 = 60
- Share equally. Divide the total by the number of values, 4.60 / 4 = 15
- Write the answer. 15 minutes
Check. 15 x 4 = 60. ✓
Watch out. Check that the total of the values is the mean times the number of values.
Method. Order the values, then find the middle one.
- Put the values in order. Write them from smallest to largest.2, 4, 7, 9, 12
- Find the middle. With 5 values, the middle value is 7.7
- Write the answer. 7
Check. There are 2 values on each side of 7. ✓
Watch out. Always order the values first. The median is not the first or the last value.
Method. Think about what a shop needs to know.
- What the shop needs. The shop needs to know which size is sold most.most popular
- Conclude. The mode gives that answer directly.mode
- Write the answer. Because shoe sizes are sold as whole sizes, and the most common size shows what to stock most.
Check. The mode is the most popular. ✓