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Statistics & Probability ยท Higher

Histograms

Histograms display continuous data in classes. Unlike bar charts, the area of each bar represents frequency, not the height. The y-axis shows frequency density.

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Key facts to remember

  • 1Frequency density = frequency รท class width.
  • 2Frequency = frequency density ร— class width (area of bar).
  • 3There are no gaps between bars in a histogram.
  • 4Classes do not need to be equal width.
  • 5The y-axis is always labelled "frequency density", not "frequency".
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Formulas

Frequency density
FD = Frequency รท Class width
Frequency
Frequency = FD ร— Class width
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Worked examples

Example 1

A class 20 โ‰ค t < 30 has frequency 40. Calculate the frequency density.

Working

  1. Class width = 30 โˆ’ 20 = 10
  2. Frequency density = 40 รท 10 = 4
AnswerFrequency density = 4
Example 2

A bar on a histogram has frequency density 3 and class width 5. Find the frequency.

Working

  1. Frequency = FD ร— class width = 3 ร— 5 = 15
AnswerFrequency = 15
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Common mistakes

โœ—Reading the height of the bar as the frequency instead of using frequency density ร— class width.
โœ—Leaving gaps between bars (histograms show continuous data โ€” no gaps).
โœ—Forgetting to label the y-axis as frequency density.
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Exam tips

โœ“Always add a "class width" and "FD" column to your table before drawing a histogram.
โœ“To find frequency from a histogram: frequency = height ร— width (area of bar).

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