Overview
What you’ll learn
- Interpret and compare tables, bar graphs, pictograms, line graphs and dot diagrams.
- Construct and interpret pie charts, converting frequencies to angles with (frequency ÷ total) × 360°.
- Read histograms with equal class intervals and stem-and-leaf diagrams, recovering individual data values.
- Draw and interpret cumulative frequency diagrams, estimating medians, quartiles and percentiles from them.
- Interpret box-and-whisker plots, including range and interquartile range.
- Choose an appropriate diagram for a purpose and explain why a given diagram is misleading.
In 30 seconds
- 1Bar graphs compare categories; the height of each bar is its frequency.
- 2Pie charts show parts of a whole: angle = (frequency ÷ total) × 360°.
- 3Dot diagrams and stem-and-leaf diagrams display every individual value — nothing is hidden.
- 4Histograms group continuous data into equal class intervals; the bars touch because the data is continuous.
- 5A cumulative frequency curve plots upper class boundaries against running totals; the median sits at the n/2 reading.
- 6A box-and-whisker plot displays exactly five numbers: minimum, Q1, median, Q3, maximum.
- 7IQR = Q3 − Q1; it measures the spread of the middle 50% and ignores extreme values.
- 8A truncated axis (not starting at zero) exaggerates differences — the classic misleading diagram.
Notes · 1 of 5
Tables, bar graphs, pictograms, line graphs and dot diagrams
The everyday diagrams: what each shows best.
A table stores raw facts; diagrams turn them visible. Bar graphs compare separate categories — heights equal frequencies, and the bars stay separated because the categories are discrete. Pictograms repeat a symbol per unit (e.g. one car icon per 10 cars); they are friendly to read but a partial symbol is hard to judge. Line graphs connect points to expose trends over time. Dot diagrams stack one dot per data value, ideal for small discrete sets — the tallest stack is the mode.
| Pet | Frequency |
|---|---|
| Dog | 12 |
| Cat | 10 |
| Fish | 5 |
| Hamster | 3 |
Choosing between them: time trend → line graph; comparing categories → bar graph; small discrete data → dot diagram; fractions of a total → pie chart (next section). The question "state why this diagram was chosen" wants the purpose, not a description.
Notes · 2 of 5
Pie charts
Turning frequencies into angles: fraction × 360°.
A pie chart shares one whole between categories: the full circle is 360°, and each category’s angle = (frequency ÷ total) × 360°. Because the total circle represents the grand total, pie charts answer "what fraction?" questions at a glance — but they hide absolute numbers unless the total is stated.
- 1Total the frequencies
Class of 40 by transport: walk 12, bus 10, car 8, cycle 6, other 4 — total 40.
- 2Fraction × 360°
Walk: (12/40) × 360° = 108°; bus 90°; car 72°; cycle 54°; other 36°.
- 3Check
108 + 90 + 72 + 54 + 36 = 360° ✓ — the angles must always total 360°.
Two pie charts compare proportions within each group, not group sizes: a small school’s pie can look identical to a large school’s. Comparing totals needs bar graphs or the raw numbers.
Notes · 3 of 5
Histograms and stem-and-leaf diagrams
Grouped continuous data — and a diagram that never hides a value.
A histogram displays grouped continuous data in equal class intervals with touching bars (continuity). The horizontal axis uses class boundaries (e.g. 10 ≤ w < 20) and the vertical axis the frequency. A stem-and-leaf diagram splits each value into a stem (leading digit(s)) and leaf (last digit) — it is a picture and a sorted list at once, so the median and mode can be read exactly.
| Mass (kg) | Frequency |
|---|---|
| 0 < m ≤ 10 | 7 |
| 10 < m ≤ 20 | 12 |
| 20 < m ≤ 30 | 9 |
| 30 < m ≤ 40 | 5 |
Histogram questions love totals and fractions: from the parcels table, the modal class is 10 < m ≤ 20 (12 parcels), and the fraction heavier than 20 kg is (9 + 5)/33 = 14/33. Quote fractions or percentages — never read a single parcel’s exact mass from a histogram, because grouping destroyed that information.
Notes · 4 of 5
Cumulative frequency and box-and-whisker plots
Running totals that hand you the median and the quartiles.
A cumulative frequency table adds up as it goes: each row gives how many values are less than or equal to its upper boundary. Plotted (upper boundary against running total) and joined with a smooth curve, it estimates medians (read at n/2), quartiles (n/4 and 3n/4) and any percentile. A box-and-whisker plot compresses the same story into five numbers: minimum, lower quartile Q1, median, upper quartile Q3, maximum.
| Height h (cm) | Cumulative frequency |
|---|---|
| h ≤ 150 | 4 |
| h ≤ 160 | 12 |
| h ≤ 170 | 25 |
| h ≤ 180 | 32 |
| h ≤ 190 | 35 |
- 1Read a class count
Between 160 and 170: 25 − 12 = 13 students.
- 2Median position
n/2 = 17.5 → the 18th value; from the table it sits in the 160 < h ≤ 170 class.
- 3Quartiles
Q1 at n/4 = 8.75 → the 9th value; Q3 at 3n/4 = 26.25 → the 27th value.
Notes · 5 of 5
Choosing diagrams and spotting misleading ones
Purpose first — and the tricks that make charts lie.
Every diagram has a job description. Trends over time → line graph. Comparing categories → bar graph. Fractions of one whole → pie chart. Every individual value → stem-and-leaf or dot diagram. Spread and medians → box plot. Exam marks come from naming the purpose ("a line graph shows the trend over time"), not from naming the diagram alone.
- Truncated axis: starting the y-axis at 90 instead of 0 makes a small change look enormous.
- Unequal pictogram symbols: a bigger icon for a bigger bar inflates the impression twice over.
- Pie charts with different totals: comparing angles across pies ignores the group sizes.
- 3-D effects: perspective distorts which slice looks largest.
Inference questions ask what a diagram permits: from a box plot you may compare medians and spreads; you may not claim causation, nor read individual values that grouping has destroyed. Keep conclusions inside the data.
Revise
Key terms
The words examiners expect you to use precisely.
- Bar graph
- Separated bars whose heights compare frequencies of distinct categories.
- Pictogram
- A diagram using repeated symbols, where each symbol stands for a fixed number of items.
- Line graph
- Points joined by segments to show a trend over time.
- Dot diagram
- One dot per data value stacked above its value; the tallest stack is the mode.
- Pie chart
- A circle split into sectors with angles (frequency ÷ total) × 360°, showing parts of a whole.
- Histogram
- Touching bars for grouped continuous data in equal class intervals.
Show 5 more key termsShow fewer key terms
- Stem-and-leaf diagram
- A display splitting values into stems and leaves that shows every individual value.
- Cumulative frequency
- The running total of frequencies up to an upper class boundary.
- Box-and-whisker plot
- A diagram of five values: minimum, Q1, median, Q3, maximum.
- Interquartile range
- Q3 − Q1; the spread of the middle 50% of the data.
- Misleading diagram
- A diagram whose design (e.g. truncated axis) exaggerates or hides the true pattern.
Revise
Common mistakes
Where students most often lose marks in this chapter — and what to do instead.
Mistake: Adding pie-chart angles without checking they total 360°.
The circle is a full turn; leftover or excess degrees mean an arithmetic slip.
Instead: Σ angle = 360° is the built-in check.
Mistake: Computing the pie angle as frequency × 360 (omitting the division by the total).
The angle is a fraction of the circle.
Instead: angle = (frequency ÷ total) × 360°.
Show 10 more mistakesShow fewer mistakes
Mistake: Separating histogram bars like a bar graph.
Histograms show continuous grouped data — the classes touch.
Instead: Bars share boundaries: 10 ≤ m < 20 butts against 20 ≤ m < 30.
Mistake: Reading an individual value straight off a histogram.
Grouping destroys exact values.
Instead: A histogram supports counts, fractions and modal classes — not exact data points.
Mistake: Reading the median from a cumulative frequency curve at a value of n instead of n/2.
The median splits the data in half.
Instead: Draw across at cumulative frequency n/2, then down to the axis.
Mistake: Computing the IQR as maximum − minimum.
That is the range.
Instead: IQR = Q3 − Q1.
Mistake: Using the stem-and-leaf stem alone as the value (stem 2, leaf 4 read as 2).
The key defines the reconstruction.
Instead: Apply the key: 2 | 4 means 24.
Mistake: Comparing two pie charts and concluding one group is larger because a slice looks bigger.
Pie charts compare fractions within their own totals.
Instead: Compare group sizes with the raw totals or bar graphs.
Mistake: Accepting a truncated axis as showing a dramatic trend.
Cutting the baseline exaggerates changes.
Instead: Insist the axis starts at zero, or note the break and quote actual values.
Mistake: Forgetting that cumulative frequency is plotted against the UPPER class boundary.
The running total counts everything up to the top of the class.
Instead: Plot (upper boundary, running total) points.
Mistake: Reading quartiles from a stem-and-leaf without ordering the leaves.
Quartiles need sorted data.
Instead: Leaves must be in ascending order; then count to the n/4 and 3n/4 positions.
Mistake: Claiming cause and effect from a diagram.
Diagrams show association in the collected data, not causation.
Instead: Keep inferences to what was measured ("higher in 2024 than 2023"), not why.
Check yourself
Quick quiz
32 questions with instant explanations. About 5 minutes.
Question 1 of 3
- Question 1: current question
- Question 2: not answered
- Question 3: not answered
Construct pie charts
In a pie chart of 40 people, 12 chose tea. The tea sector angle is
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Practise
Topical questions
Exam-style practice in three tiers, from recall to data questions.
- 7Foundation
- 7Standard
- 6Challenging
20 questions worth 83 marks, each with a model answer, mark scheme and examiner tips.
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Practise this chapter
Jump straight to the questions for this chapter, the chapters either side of it, and this year’s assessment papers.
Test yourself
Full papers for this subject. Each school sets its own scope — check your assessment outline.
Exam practice
Practice paper
A 30-mark paper set out like a school paper, with a separate mark scheme. Give yourself 40 min.
Question paper
Chapter 3 Practice Paper
30 marks · 40 min · 5 pages
7 multiple-choice questions and structured questions with answer lines. Chapter 3 (S1 diagrams: pie charts, stem-and-leaf, histograms, cumulative frequency, box plots, misleading diagrams).
Mark scheme
PROChapter 3 Practice Paper — mark scheme
Answers · Marking points · 3 pages
Model answers with a mark for each creditworthy point — for marking at home or in class.
Where this chapter is tested
Each school sets its own scope — check your assessment outline.
Questions
Frequently asked questions
What does Sec 4 E-Math Chapter 3 cover?
It covers the diagram-handling parts of syllabus sub-topic S1 of O-Level 4052 / SEC G3 K310: reading and comparing tables, bar graphs, pictograms, line graphs, pie charts, dot diagrams, histograms, stem-and-leaf, cumulative frequency curves and box plots; choosing the right diagram; and explaining misleading ones. Averages, spread and standard deviation live in Chapter 4.
How do I decide which diagram to use in an exam answer?
Name the purpose, then the diagram: "a line graph, because the data is a trend over time"; "a pie chart, because we want each category as a fraction of the total"; "a stem-and-leaf diagram, because every individual value should remain visible". Purpose plus diagram earns the full mark.
How do I find the median from a cumulative frequency curve?
Read across from n/2 on the vertical axis to the curve, then down to the horizontal axis. Quartiles use n/4 and 3n/4 the same way. Always quote the reading position ("at CF = 40 of 80") so the examiner can follow your construction lines.
What makes a diagram "misleading" in exam terms?
A design choice that distorts the message: a truncated axis, unequal or oversized pictogram symbols, 3-D perspective on a pie chart, or comparing pie charts with different totals. Your answer should name the trick and state the fair alternative.
When is this chapter usually tested in school?
Statistical diagrams appear in almost every Sec 4 WA1 and Prelim paper — usually a construction (pie chart angles or a cumulative table) plus interpretation and a critique part. Construction accuracy and quoted reasons carry the marks.
Up next
Chapter 4: Averages and Spread