A non-random pattern is signalled by too few or too many
runs, or crossings of the median line.12 A run is a series
of points in a row on one side of the median. If only
chance is influencing the process being measured with
a run chart, then there should be a regularity at which
data points go above and below the median to satisfy this
condition.