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How can a chart make a small gap look enormous?

Two bar charts can use the same numbers yet give very different impressions. Starting the vertical axis above zero changes the lengths the eye compares, while other chart types may use a narrowed scale for a different reason.

2–3 min

Questions you could explore

  • What is a viewer comparing when looking at bars?
  • Why does the same baseline rule not apply automatically to a line chart?

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Maths and statistics

When one long wait changes the average

An average wait can sound straightforward until one person waits much longer than everyone else. The mean and median offer two ways to summarize that same group. Their different responses to an unusually large value raise a practical question: what do we want an average to tell us?

5–7 min
Maths and statistics

How is random sampling different from random assignment?

A study can choose people at random, assign them to groups at random, do both, or do neither. Those choices answer different problems: who the findings may describe, and how fairly the study compares conditions.

3–5 min
How can a chart make a small gap look enormous? | Speech Topic | speaking.app