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Module 8 · Visualisation Module contents
Module 8  ·  Card 2 / 13beginner

Bar Charts

A bar chart compares a number across categories, using the length of each bar to show its value.

Bars should start at 0, because the eye compares lengths, and a cut-off axis exaggerates the differences.

For example, sales by region are clearer as bars sorted from largest to smallest than in alphabetical order.

Horizontal bars suit long category names, such as product titles, which would overlap under vertical bars.

Bar charts are for categories; for a quantity changing over time, a line chart usually reads better.

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Module 08 · Visualisation · 13 concepts
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Bar Charts, in more detail

Bar charts are the default for comparing amounts across categories, because length is easy to judge.

Each bar stands for one category, and its length from 0 is the value.

That reliance on length is why the axis must start at 0: a bar cut short no longer shows its value.

Sorting the bars by value lets the reader see the ranking without comparing every pair.

Alphabetical order is better only when readers need to look up one category by name.

Grouped bars put several series side by side within each category, such as sales for 2 years in each region.

Stacked bars pile series on top of each other, which shows totals well but makes the middle pieces hard to compare.

Only the bottom piece starts from a shared baseline, so the others float at different heights.

Labelling values directly on the bars can remove the need for gridlines and a value axis.

Too many categories make bars thin and labels unreadable, so the smallest are often grouped as Other.

3D bars distort lengths through perspective and add nothing, so they are best avoided.

Bars are a poor fit for a distribution of values, because one bar per group hides the spread inside it.

In practice horizontal bars are often easier to read, since long labels sit on the left at a normal angle.

Colour can highlight the one bar the message is about while the others stay grey.

The usual mistake is a bar axis that starts above 0, which turns small differences into dramatic ones.

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Test yourself

One question on this card. Every option explains itself once you pick, right or wrong.

Question 1
A bar chart of 2 regions' sales starts its axis at 95,000. Region A sold 98,000 and region B sold 100,000. What impression does it give?
Visualisation

13 concepts in this module, then a graded test with every answer explained.

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