So some would argue that when we answer the question about what is best, that in fact, the magenta is best, cuz it does not react to the outliers, and the only reason that red, and that red line got way shifted, because it's trying to compensate for these points that are way out squared the distance analysis and this red line doesn't do the job at all, bottom points or the top points, doesn't, doesn't do well anywhere. 