Histogram

A histogram is a bar graph that shows how often values fall within set intervals. It is useful for spotting the shape and spread of a distribution.

Use a histogram to:

  • see whether your data follows a normal distribution
  • find where values cluster
  • determine how spread out the values are

Download histogram template (PDF 976.5 KB)

Histogram example

Imagine you collect pharmacy drug dispensing turn-around times for a specific period. If the values follow a normal distribution, some observation times will be very short, and some will be much longer, but most will cluster around an average. Graphing this gives a classic bell-shaped or normal distribution.

Histogram of pharmacy dispensing turnaround times (example data). Frequency peaks at 6 in the 41 to 50 minute bin and falls away symmetrically on each side, forming a roughly normal distribution from 0 to 100 minutes.
Histogram of pharmacy drug dispensing turnaround times

Video tutorial

Histogram

Learn how to describe, interpret and create a histogram.

30:36

More about histograms (Institute for Healthcare Improvement)

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