Irregularities of point distribution is a quite interesting topic. Basically, the theory tells: if you are given n points and you want to place it in the unit square, no matter how you distribute them it can never be a "uniform" distribution in some understanding of uniformity. In addition, if we measure it by using Discrepancy function, the distribution seems to be far from being "uniform". And we conclude that no distribution of points is perfect!