Distribution uniformity is a measure of how evenly spread out a set of values is in a given distribution. It is calculated by dividing the range of the values in the distribution by the standard deviation of the values. A distribution with high uniformity has values that are very close in range and a low standard deviation, indicating that the values are distributed evenly throughout the data set.