Learning focus

Develop transferable AO3 skills: plan, measure, record, process, interpret and evaluate biological investigations accurately and safely.

Line graphs

Use a line graph when the independent variable is continuous numerical data, such as temperature, concentration or time. Plot measured points and draw a best-fit line or smooth curve as appropriate.

The type of independent variable determines the suitable display.
The type of independent variable determines the suitable display.
Bar charts

Use a bar chart for categories or discrete groups, such as species, treatment type or blood group. Bars have equal width and do not touch. The order may be arbitrary unless the categories have a natural sequence.

Bar charts have gaps; histogram bars touch.
Bar charts have gaps; histogram bars touch.
Histograms

Use a histogram for continuous data grouped into class intervals, such as height distributions. Bars touch because the scale is continuous. If class widths differ, frequency density may be needed, though simple equal intervals are most common at this level.

Pie charts

Pie charts show proportions of a whole. They are less useful for showing relationships between two measured variables. Select a display that answers the biological question rather than choosing the most decorative format.

Practical or data skill

Classify ten data sets as suitable for a line graph, bar chart, histogram or pie chart, and justify each selection using the variable type.

Examination tip

Continuous x-data usually requires a line graph; categories require a bar chart.

Review questions and suggested answers
Question 1

Why do histogram bars touch?

Suggested answer

The class intervals represent a continuous variable.

Question 2

When is a line graph suitable?

Suggested answer

When the independent variable is continuous numerical data.

Question 3

What is a key visual difference between a bar chart and histogram?

Suggested answer

Bar-chart bars have gaps; histogram bars touch.