Finding groups (clustering)

1. Choose k, the number of groups, and drop k “centres” somewhere.
2. Assign: every point joins its nearest centre.
3. Update: move each centre to the middle (average) of its points.
4. Repeat 2 and 3 until nothing changes (it has converged).

Standardise the columns first, as always.