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CIVIC TOOLKIT / 06 / Understanding numbers

One Huge Number Can Move the Average

America Is the Way PAC · Published September 21, 2026 · About 1 minute to watch

Original educational commentary with AI narration and illustrated examples. Examples are hypothetical unless explicitly identified otherwise. This is not a news report.

The explanation

The average can change even when most people see no change.

Imagine five annual incomes: thirty thousand, thirty-five thousand, forty thousand, forty-five thousand, and fifty thousand dollars. The average and the median are both forty thousand. Now replace the fifty-thousand-dollar income with five hundred thousand.

The average jumps to one hundred thirty thousand dollars. The median, the middle value, stays forty thousand. Four of the five people received no raise. Both statistics are calculated correctly, but they answer different questions.

When a headline says the average person is doing better, ask which average it means. Use the median to describe the middle observation and the mean to describe the total divided by the count. Neither describes everyone's experience.

Illustrative mean income ($ thousands)
ScenarioValue
Original mean40
New mean130

Try the comparison yourself

Sort the five values before finding the median. Then calculate the total and divide by five. Ask whether the comparison includes the same population in both periods.

This article uses original hypothetical examples, arithmetic, and editorial reasoning. It makes no claim about a named community, official, or current dataset.

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