How do histograms display continuous data, and why is area the key idea?
Histograms for continuous data with equal and unequal class widths; frequency density; using area to represent frequency; estimating frequencies within a class; correct use of class boundaries.
A focused answer to Edexcel GCSE Statistics on histograms, covering continuous data and class boundaries, equal and unequal class widths, frequency density, why area represents frequency, and estimating frequencies within a class interval at Higher tier.
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What this dot point is asking
Edexcel code 2a.03 includes histograms, and code 2a.06 stresses correct use of class boundaries. You must represent continuous grouped data with a histogram, calculate and use frequency density for unequal class widths (Higher tier), understand why area represents frequency, and estimate frequencies within part of a class. At Foundation tier histograms with equal class widths are used (and the vertical axis may be labelled frequency); frequency density is Higher tier only.
Continuous data and class boundaries
A histogram is used for continuous grouped data. Because the data is continuous, the bars touch (no gaps), and the horizontal axis is a continuous number line. Getting the class boundaries right is essential: a class written as runs from to and has width . For data rounded to whole units, boundaries may sit at the half unit (a class " to " of ages has boundaries to ). Errors in boundaries are a common source of graphical misrepresentation.
Why area represents frequency
The central idea of a histogram is that frequency is proportional to area, not to height. This matters when class widths differ: a wide class can hold many values without being tall. If you plotted raw frequency as height with unequal widths, the wide classes would look misleadingly large. Using area keeps the comparison fair.
Frequency density
To draw a histogram you compute the frequency density of each class and plot it as the bar height. To read a histogram you multiply the density by the width to recover the frequency. This pair of operations is the single most examined skill in this topic.
A useful shortcut for questions that give you one known class is to find the frequency per unit of area on the graph. If a class with a known frequency covers a known number of small squares on the grid, then each square represents the same number of items everywhere on the histogram, so you can read off any other class by counting its squares. Examiners often supply one frequency precisely so you can unlock the rest of the diagram this way.
Histograms versus bar charts
Edexcel expects you to know when a histogram is appropriate and to contrast it with a bar chart. A histogram is for continuous grouped data: the horizontal axis is a continuous measurement scale, the bars touch, and area represents frequency. A bar chart is for discrete or categorical data: the bars have gaps, equal widths, and height (not area) shows frequency. Choosing the wrong diagram, or leaving gaps in a histogram, is treated as a misrepresentation. When a question asks you to "justify" your choice of diagram, name the data type (continuous, grouped) as the reason a histogram is correct.
Estimating frequencies within a class
Because area represents frequency, you can estimate how many values fall in part of a class by taking the matching fraction of that class's area. For the class with frequency , the number with is the part from to , which is half the class width, giving an estimate of . This assumes values are spread evenly across the class, which is the standard GCSE assumption.
Exam-style practice questions
Practice questions written in the style of Pearson Edexcel exam questions on this dot point, with worked answer explainers. The year tag is the paper they imitate, not the source.
Edexcel 1ST0 20204 marksThe table shows the times, in minutes, taken by runners. : frequency ; : frequency ; : frequency ; : frequency . Calculate the frequency density for each class so a histogram can be drawn.Show worked answer →
Frequency density .
: width , density .
: width , density .
: width , density .
: width , density .
Markers reward dividing each frequency by the correct class width and four correct densities.
Edexcel 1ST0 20223 marksA histogram has a bar for the class with frequency density , and a bar for with frequency density . (a) Find the frequency of each class. (b) Estimate the number of values with .Show worked answer →
(a) Frequency frequency density class width.
: . : .
(b) For , take the part of the to class above : width , so frequency .
Markers reward frequency density width for both classes, and using the proportion of the class above to estimate values.
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Sources & how we know this
- Pearson Edexcel GCSE (9-1) Statistics (1ST0) specification — Pearson Edexcel (2017)