Data Types and Displays
Classify data as categorical or numerical, and represent data using histograms, box plots, and stem-and-leaf plots.
Types of Data
Data can be broadly classified into two categories. Choosing the correct data type determines which statistical displays and measures are appropriate.
Categorical Data
Data that falls into categories or groups. Cannot be meaningfully averaged.
Numerical Data
Data that is measured or counted. Can be averaged.
Statistical Displays
Different types of data call for different visual representations. Here are the key displays for Year 11 Mathematics:
Histogram
Used for continuous numerical data. Bars touch (no gaps) because the data is on a continuous scale. The x-axis shows class intervals and the y-axis shows frequency.
Example histogram showing frequency distribution (bars touch)
Box Plot (Box-and-Whisker)
Shows the five-number summary: minimum, Q1, median (Q2), Q3, and maximum. Great for comparing distributions and identifying skew.
Stem-and-Leaf Plot
Retains the original data values while showing the distribution shape. The stem is the leading digit(s) and the leaf is the final digit.
Key: 3|4 means 34
Choosing the Right Display
Key Vocabulary
Categorical Data
Data sorted into groups or categories. Can be nominal (no order) or ordinal (ordered).
Numerical Data
Data consisting of numbers that can be measured or counted. Can be discrete or continuous.
Five-Number Summary
Min, Q1, Median, Q3, Max. Used to construct a box plot.
Histogram
A display for continuous data using adjacent bars where bar area represents frequency.
Worked Examples
Classify each: (a) shoe size, (b) hair colour, (c) temperature, (d) satisfaction rating (1-5).
(a) Shoe size: Numerical discrete (countable sizes: 7, 7.5, 8, ...)
(b) Hair colour: Categorical nominal (no natural order)
(c) Temperature: Numerical continuous (any value in a range)
(d) Satisfaction rating: Categorical ordinal (ordered categories)
Data: 12, 15, 18, 22, 25, 28, 30, 35, 42, 48. Find the five-number summary.
Step 1: Data is already sorted. n = 10.
Step 2: Min = 12, Max = 48
Step 3: Median = (25 + 28)/2 = 26.5 (average of 5th and 6th values)
Step 4: Q1 = 18 (median of lower half: 12,15,18,22,25), Q3 = 35 (median of upper half: 28,30,35,42,48)
Answer: Five-number summary: 12, 18, 26.5, 35, 48
Create a stem-and-leaf plot for: 23, 31, 27, 45, 38, 42, 35, 29, 44, 36.
Step 1: Sort: 23, 27, 29, 31, 35, 36, 38, 42, 44, 45
Step 2: Stems are tens digits (2, 3, 4), leaves are units digits.
2 | 3 7 9
3 | 1 5 6 8
4 | 2 4 5
Key: 2|3 = 23
Knowledge Check
Select the correct answer for each question. Click "Check Answer" to see if you are right.
Question 1
What type of data is "number of pets in a household"?
Question 2
Which display is best for comparing the distributions of two groups?
Question 3
In a histogram, bars touch because:
Question 4
In a stem-and-leaf plot, 4|7 represents:
Question 5
A box plot shows Q1 = 20, Median = 30, Q3 = 45. What is the interquartile range (IQR)?
Key Concepts Summary
- ●Categorical data (nominal/ordinal) describes groups; numerical data (discrete/continuous) involves numbers.
- ●Histograms use touching bars for continuous data; bar charts have gaps for categorical data.
- ●Box plots display the five-number summary and are ideal for comparing distributions.
- ●Stem-and-leaf plots preserve original data while showing the distribution shape.
- ●Always match the display type to the data type for clear communication.