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Box Plots and Data Visualisation
A box plot shows minimum=2, Q1=5, median=8, Q3=12, maximum=20. What can you conclude about the data?
Learning Intentions
Know
- Box plot (box-and-whisker)
- Five-number summary
- Histogram
- Stem-and-leaf
Understand
- What a box plot reveals about distribution shape
- When to use each type of display
Can Do
- Construct a box plot from data
- Interpret box plots
- Compare distributions using box plots
Box Plots
A box plot displays:
- Minimum (left whisker end)
- Q1 (left edge of box)
- Median (line inside box)
- Q3 (right edge of box)
- Maximum (right whisker end)
The box spans the interquartile range (IQR)
Outliers are often shown as individual points beyond the whiskers.
Interpreting Box Plots
Box plot shape reveals distribution:
- Symmetrical: median centred, whiskers roughly equal
- Right-skewed: median closer to Q1, right whisker longer
- Left-skewed: median closer to Q3, left whisker longer
A long whisker or outlier points indicate spread in that direction.
Histograms and Stem-and-Leaf
A histogram shows frequency distribution using bars. The area (not just height) represents frequency.
A stem-and-leaf plot shows all data values while grouping them. The stem is the leading digit(s), the leaf is the trailing digit.
Example: 12, 15, 21, 23, 23, 30
Stem | Leaf
1 | 2 5
2 | 1 3 3
3 | 0
Check Understanding
Construct a box plot for: 4, 8, 10, 12, 15, 18, 22, 25, 30. Describe the shape.
Box Plots
Construct a box plot for: 5, 7, 9, 11, 13, 15, 17.
Min=5, Q1=7, Median=11, Q3=15, Max=17
Box from 7 to 15, median at 11, whiskers to 5 and 17.
Two classes took a test. Class A: min=40, Q1=55, med=70, Q3=80, max=95. Class B: min=50, Q1=60, med=65, Q3=75, max=90. Compare.
Class A has higher median (70 vs 65) but greater spread (IQR=25 vs 15). Class B is more consistent.
Data: 2, 3, 5, 7, 8, 10, 12, 15, 50. Should 50 be an outlier on the box plot?
Q1=4, Q3=13.5, IQR=9.5. Upper fence = $13.5 + 1.5(9.5) = 27.75$
50 > 27.75, so yes, plot as outlier. Whiskers extend to 15.
Common Misconceptions
The whiskers always extend to min and max. No — whiskers extend to the most extreme values within 1.5×IQR of the quartiles. Outliers are plotted separately.
Box plot height matters. No — box plots are one-dimensional; height is arbitrary and carries no meaning.
Median is always in the middle of the box. Not necessarily — the median can be anywhere between Q1 and Q3, revealing skewness.
Practice — Data Displays
Medicine and Public Health
Box plots are used extensively in medical research to compare treatment groups. The Australian Institute of Health and Welfare uses box plots to display life expectancy, hospital wait times, and disease incidence across regions and demographic groups.
📓 Copy Into Your Books
▼Box plot
- Min, Q1, Median, Q3, Max
- Box = IQR
- Whiskers to fence
Shape
- Symmetric - median centred
- Right-skew - longer right whisker
- Left-skew - longer left whisker
Other displays
- Histogram - frequency bars
- Stem-and-leaf - all values shown
- Dot plot - individual points