AI generatedStatisticsKey Stage 3

Spotting misleading graphs

Spotting misleading graphs.

  • Check the starting value and spacing of the scale before comparing heights.
  • Frequency bar charts should have a zero baseline, equal bar widths and a consistent scale.
  • Explain the distortion using the actual values, then state a correction.

Example 1

The bars make B look three times as large as A. Explain why this is misleading.

Given graph to critique: truncated4042444648ABFrequencyGroup
The vertical axis starts at 40, so the drawn heights show 2 and 6 rather than the full frequencies 42 and 46. Start a frequency bar chart at zero. B is only 4 greater than A.

Example 2

The vertical labels increase by 10, 10, 30 and 10 over equal spaces. Explain the problem.

Given graph to critique: unequal010205060ABFrequencyGroup
Equal vertical distances represent different changes. Use one constant scale so equal steps represent equal increases.

Your turn

Question 1

Bar B is wider as well as taller. Explain why the display is misleading.

Given graph to critique: widths02468ABFrequencyGroup
Check answer
For a bar chart, compare frequencies using height on a common scale. Unequal widths exaggerate the area of B; use equal-width bars.
Question 2

Someone says B has three times the frequency of A. Use the scale to check.

Given graph to critique: truncated6062646668ABFrequencyGroup
Check answer
False. The frequencies are 62 and 66, only 4 apart. Starting at 60 exaggerates the visible height ratio; draw the bars from zero.
Question 3

Suggest one improvement to make the categories fair to compare.

Given graph to critique: widths0246810ABFrequencyGroup
Check answer
Use equal-width bars with gaps between categories. Keep the same frequency scale for both bars.
Question 4

Can you read 35 by going halfway between the 20 and 50 labels on this scale? Explain the issue.

Given graph to critique: unequal010205060ABFrequencyGroup
Check answer
That would use a different rate from the rest of the axis. Redraw with equal numerical intervals at equal distances before interpreting bar heights.
Question 5

The graph claims a very large increase from A to B. State the actual increase and improve the graph.

Given graph to critique: truncated8082848688ABFrequencyGroup
Check answer
The increase is . Begin the frequency axis at zero so the visible bar heights show the full frequencies.