Chapter 6 of 10All chapters
Chapter 6 of 10
Dual axes and correlation
Manufacturing a relationship.
Why they mislead
Two series on separate scales can be made to track each other by sliding either axis. The apparent relationship is a choice made by whoever drew it.
- Spurious correlations between unrelated series are easy to find in any large dataset.
- Prefer two stacked charts sharing a time axis.
Correlation displays
A scatter plot with a fitted line invites causal reading. Adding the raw points and stating the strength of the relationship keeps the reader honest.