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A “best telling detail” in statistics is a single number or fact that captures the essence of a dataset more clearly than anything else. It’s the detail that instantly communicates the story the data is trying to tell.

Example of a Best Telling Detail Imagine you’re analyzing employee commute times at a company.

You have a full dataset:
5, 10, 12, 14, 15, 16, 18, 20, 55 minutes

Lots of numbers. But one detail tells the real story:

The median commute time is 15 minutes.

Why is this the “best telling detail”?
Because it immediately reveals:

  • Most employees live close to work
  • The 55‑minute outlier doesn’t distort the picture
  • The typical experience is short and consistent

That single statistic communicates the dataset’s core truth better than listing all the numbers or even giving the mean.

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Scott

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5mo ago

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