Randomness and Clustering

Some years ago an office building in Brisbane acquired considerable notoriety for the rate at which cancer had been detected in those who had worked in it.  This phenomenon may have been caused by some carcinogenic agent, presumably introduced in the construction phase, or it may have been an unusually large cluster that originated from a random distribution of the health problem.