Data are generated through a process of abstraction, so any data are the result of human decisions and choices. For every abstraction, somebody (or some set of people) will have made choices with regard to what to abstract from and what categories or measurements to use in the abstracted representation. The implication is that data are never an objective description of the world. They are instead always partial and biased.

