Comment by stared

In short: Reposting my comment from https://news.ycombinator.com/item?id=46775758 thread:

scaling -> real numbers

2d rotations and scaling -> complex numbers

3d rotations and scaling -> quaternions

In the case of quaternions, there is called double-covering, which turns out (rather than being an artefact), play fundamental role in particle physics.