Skill: Create histograms

Explanation and Free Practice Resources

A histogram represents the distribution of numerical data by grouping values into equal-width, adjacent intervals and showing each interval’s frequency with a bar whose height matches the number of observations it contains. Creating one requires selecting appropriate intervals, placing values consistently at boundaries, and using clear labels and scales; unlike a bar graph, its touching bars indicate continuous numerical intervals rather than separate categories. Unequal-width intervals and frequency-density comparisons are not included.

Detailed Explanation: Create histograms

A histogram shows how numerical data are spread across equal-width intervals.

Example

The numbers of minutes 12 students spent reading are:

2, 4, 5, 7, 8, 10, 11, 11, 13, 14, 16, 182,\ 4,\ 5,\ 7,\ 8,\ 10,\ 11,\ 11,\ 13,\ 14,\ 16,\ 18

1. Choose equal-width intervals

Use intervals that are each 5 minutes wide:

  • 00–44
  • 55–99
  • 1010–1414
  • 1515–1919

These intervals are next to one another and do not overlap. In boundary notation, they mean:

  • 0≤x<50 \leq x < 5
  • 5≤x<105 \leq x < 10
  • 10≤x<1510 \leq x < 15
  • 15≤x<2015 \leq x < 20

So, a value exactly equal to 55 goes in the 55–99 interval.

2. Count the values in each interval

Reading timeValues in the intervalFrequency
00–442,42,422
55–995,7,85,7,833
1010–141410,11,11,13,1410,11,11,13,1455
1515–191916,1816,1822

The frequency is the number of data values in each interval.

3. Draw and label the histogram

  • Label the horizontal axis Reading time (minutes).
  • Label the vertical axis Frequency.
  • Mark the frequency scale from 00 to 55.
  • Draw one bar for each interval.
  • Make the bar heights 2,3,5,2,3,5, and 22.
  • Make the bars touch because the intervals represent continuous numerical ranges.

The finished histogram has bars over 00–44, 55–99, 1010–1414, and 1515–1919, with heights matching their frequencies. Unlike a bar graph, a histogram’s bars touch.

Learn by doing: Create histograms

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Statistics - Histograms - Frequency Table to Histogram


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