Histograms - Higher only – WJECFrequency density

Histograms are a way of representing data. They are like bar charts, but show the frequency density instead of the frequency. They can be used to determine information about the distribution of data.

Part of MathsStatistics

Frequency density

A histogram is drawn like a bar chart, but often has bars of unequal width. It is the area of the bar that tells us the frequency in a histogram, not its height.

Example

Look at the following table:

A two column table with 5 rows showing 'Time taken (in seconds)' and 'Frequency'.

In order to draw a histogram to represent this data, we need to find the frequency density for each group.

If we look at the first group, we can see it has a frequency of 4 and a width of 20, because 20 - 0 = 20.

\(\text{Frequency density = frequency ÷ group width}\)

= 4 ÷ 20

= 0.2

So we need to draw a bar which goes from 0 to 20 on the \(\text{x}\)-axis and up to 0.2 on the \(\text{y}\)–axis.

Looking at the second group, we have a frequency of 9 and a width of 15.

\(\text{Frequency density = frequency ÷ group width}\)

= 9 ÷ 15

= 0.6

So we need to draw a bar which goes from 20 to 35 on the \(\text{x}\)-axis and up to 0.6 on the \(\text{y}\)–axis.

Calculating similarly for the remaining groups we get:

A four column table with 5 rows showing 'Time taken (in seconds)',  'Frequency', 'Width' and 'Frequency density'.

Plotting this data, our histogram will look like this:

Histogram labelled 'Frequency density' on the y-axis and 'Time taken (t seconds)' on the x-axis.

Question

Draw a histogram for the following data:

A table with five rows and two columns labelled 'Money spent (£)' and 'Frequency'.