Contour plots of the colour distributions. The filled lines show the distribution of all galaxies in the catalogue, while the red and blue ones represent the colour distributions of two cells of the SOM. The inner and outer contour lines contain 90% and 68% of the samples. The figure shows how the SOM groups galaxies with similar colours in the same cells and how different cells have different colour distributions.