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https://github.com/leeper/dual-axis

dual y-axis figures are usually terrible
https://github.com/leeper/dual-axis

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dual y-axis figures are usually terrible

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# Dual y-axis figures are usually terrible

This is a simple Shiny app to show why dual y-axis figures are usually terrible.*

To run it, do:

```R
library("shiny")
runGitHub("dual-axis", "leeper")
```

As some quick examples, here are four screenshots showing how to manipulate two time series to appear to have basically any relationship:

![version1](images/version1.png)

![version2](images/version2.png)

![version3](images/version3.png)

![version4](images/version4.png)

As a result, the visualization - on premise - fails the most important criterion of data presentation: truthfulness.

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* The only exception is when the two axes are linear transformations of each other (e.g., Fahrenheit to Celsius temperature conversions).