Skill: Construct histograms

Explanation and Free Practice Resources

A histogram represents quantitative data by grouping numerical values into contiguous, usually equal-width intervals and displaying the frequency in each interval with adjacent bars; the horizontal axis shows the intervals and the vertical axis shows their counts. Constructing one requires placing values according to interval boundaries, maintaining a consistent scale, and distinguishing a histogram from a bar graph, whose separated bars represent categorical categories rather than numerical ranges.

Detailed Explanation: Construct histograms

A histogram shows how often numerical values fall within equal-width intervals.

Example

The scores on a quiz were:

12, 18, 21, 24, 27, 31, 33, 35, 41, 44, 46, 4812,\ 18,\ 21,\ 24,\ 27,\ 31,\ 33,\ 35,\ 41,\ 44,\ 46,\ 48

1. Choose equal-width intervals

Use intervals of width 1010:

  • 1010–1919
  • 2020–2929
  • 3030–3939
  • 4040–4949

These intervals are numerical ranges, not separate categories.

2. Count the values in each interval

Score intervalScores in the intervalFrequency
1010–191912,1812, 1822
2020–292921,24,2721, 24, 2733
3030–393931,33,3531, 33, 3533
4040–494941,44,46,4841, 44, 46, 4844

3. Draw and label the axes

  • Label the horizontal axis Quiz score.
  • Label the vertical axis Frequency.
  • Mark the score intervals 1010–1919, 2020–2929, 3030–3939, and 4040–4949 on the horizontal axis.
  • Use a consistent vertical scale: 0,1,2,3,40,1,2,3,4.

4. Draw the bars

Draw one bar for each interval:

  • The bar for 1010–1919 has height 22.
  • The bar for 2020–2929 has height 33.
  • The bar for 3030–3939 has height 33.
  • The bar for 4040–4949 has height 44.

The bars should touch because the intervals represent ranges of numerical values. A histogram uses touching bars, while a bar graph usually has separated bars for categories such as fruits or colors.

Learn by doing: Construct histograms

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Your results

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Statistics - Histograms - Frequency Table to Histogram


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