Chart Rules, As Simple as Possible, But Not Any Simpler!
In chart design it’s good to make things simple, but you certainly should avoid oversimplification. As Einstein said:
"Things should be made as simple as possible, but not any simpler"
Seth Godin presented in his blog The three laws of great graphs:
1. One Story
2. No Bar Charts
3. Motion
Effective chart design rules are simple, but reducing it to this set of 3 rules certainly is an over-oversimplification.
Particularly rule 2 is flawed. Seth details rule 2:
"NO BAR CHARTS
Bar charts are dramatically overrated, primarily because they’re the first choice in many graphing programs.The problem with bar charts is that they should either be line/area charts (when graphing a change over time, like unemployment rates) or they should be a simple pie chart (when comparing two or three items at the same scale).
Jorge, Kaiser and Jon already wrote some critical posts about this rule, where Jon suggested to replace rule 2 with
Choose Chart Types Intelligently
We are working tightly together with Stephen Few on a new product that helps business users creating effective charts with Excel and are therefore we are quite familiar with Stephen’s design principles.
Its an easy to learn set of rules
1. Determine the relationship you want to display
| Relationship | Sample |
|
Value Comparison |
Sales in different regions |
|
Ranking |
Best selling products |
|
Time-Series |
Sales in the last 12 months |
|
Part-to-Whole |
Market shares |
|
Deviation |
Revenue Actual vs Budget in the last 12 months |
|
Distribution |
Support response times |
|
Correlation |
Relationship between employee’s heights in inches and their salary |
2. Determine if you want to emphasize individual values or the overall pattern
3. Determine the chart type
| Relationship | Encoding Method | |
|
Value Comparison |
Bars and Columns |
|
|
Ranking |
Bars and Columns |
|
|
Time-Series |
Lines to emphasize the overall trends or pattern |
|
|
|
Points connected by lines to slightly emphasize individual values |
|
|
|
Columns to emphasize and support comparisons between individual values |
|
|
Part-to-Whole |
Bars and Columns |
|
|
Deviation |
Lines to emphasize the overall shape of the data |
|
|
|
Points connected by lines to slightly emphasize individual data points |
|
|
|
Bars and Columns to emphasize individual values |
|
|
Distribution |
Columns to emphasize individual values |
|
|
|
Lines to emphasize the overall shape of he data |
|
|
Correlation |
Points and a trend line in the form of a scatter plot |
Armed with this set of rules you would rule out Seth’s pie chart, and use the bar chart in the appropriated business context.
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