1. Organising Data: Tables & Bar Charts
Statistics starts with collecting and organising data. For categorical data (labels, like colours) or discrete data (counted numbers, like shoe size), we often use tables. A tally chart is a simple way to count frequencies. These are then summarised in a frequency table. When you have two categorical variables, a two-way table is excellent for seeing how they relate. To visualise this data, we use bar charts. A dual bar chart places bars side-by-side to compare two datasets, while a compound (or stacked) bar chart stacks bars on top of each other to show how a total is broken down.
Key term
Examiner insight
Common pitfall
Worked example 14 marks
80 students were asked if they study French or German. 35 students are boys. 20 of the 48 students who study French are boys.a) Complete the two-way table.b) A student is chosen at random. What is the probability they are a girl who studies German?
- 1
Start by filling in the given numbers: Total students = 80, Total boys = 35, Total French = 48, Boys studying French = 20.
- 2
Calculate Total girls: 80 - 35 = 45.
- 3
Calculate Girls studying French: 48 - 20 = 28.
- 4
Calculate Total German: 80 - 48 = 32.
- 5
Calculate Boys studying German: 35 - 20 = 15.
- 6
Calculate Girls studying German: 45 - 28 = 17. Or 32 - 15 = 17. The table is now complete.
- 7
For part (b), find the number of girls who study German from the table, which is 17.
- 8
The probability is the number of girls studying German divided by the total number of students: P(Girl and German) = 17 / 80.
Worked example 24 marks
The table shows the number of goals scored by two football teams in a season. Draw a suitable chart to compare the data.
| Goals | 0-15 mins | 16-30 mins | 31-45 mins | 46-60 mins | 61-75 mins | 76-90 mins |
|---|---|---|---|---|---|---|
| Team A | 5 | 8 | 12 | 7 | 10 | 15 |
| Team B | 6 | 7 | 9 | 9 | 13 | 11 |
- 1
A dual bar chart is suitable for comparing the two teams across the same categories (time intervals).
- 2
Draw and label the axes. The horizontal axis will have the time intervals. The vertical axis will be 'Frequency' or 'Number of Goals' and must have a consistent scale (e.g., 0 to 16 in steps of 2).
- 3
For each time interval, draw two bars side-by-side: one for Team A and one for Team B, up to their respective frequencies.
- 4
For '0-15 mins', draw a bar for Team A up to 5 and a bar for Team B up to 6.
- 5
Repeat this for all six time intervals.
- 6
Include a key to show which colour or shading represents Team A and which represents Team B. Give the chart a title, such as 'Goals Scored by Time Interval for Team A and Team B'.
Recap
- Tally charts are used for counting raw data.
- Frequency tables summarise the counts from a tally chart.
- Two-way tables show the relationship between two categorical variables.
- Dual bar charts compare two datasets across the same categories.
- Compound bar charts show how a total is composed of different parts.
- Always label your charts and axes clearly and include a key where necessary.
Quick check
- A two-way table shows that out of 100 people, 60 are adults. 40 people like tea, 25 of whom are adults. How many children do not like tea?2 marks
- What type of chart is best for comparing the number of boys and girls who prefer three different sports?1 mark