Track 02 · Visualization principles
Choosing the right chart
Start from the question, not the chart. A simple system you will reuse forever.
Beginners pick a chart they like. Pros start from the question and let it choose the chart. Here’s the system you’ll reuse for the rest of your career.
Step 1 — name what you’re trying to show
Almost every business question is one of five intents. Name the intent first:
- Compare — which is biggest? → bar chart
- Trend — how is it changing over time? → line chart
- Composition — what are the parts of a whole? → donut or stacked bar
- Relationship — do two things move together? → scatter plot
- Distribution — how is one number spread? → histogram or heatmap
Step 2 — when in doubt, default to a bar
The sorted bar chart is the most readable chart there is. If you’re unsure, a bar is almost never wrong. Fancy is not the same as clear.
Angles this similar are impossible to compare. Pies cap out at ~4 parts.
Ranking 7 regions is effortless — the eye reads length precisely.