Are data sets reliable? Only if users read the small print annexes giv
ing the details of data collections. The author takes an iconoclastic
approach to major (mostly US) census and other data, to illustrate lik
ely pitfalls. Changes in definition and fashion of racial or ethnic ca
tegories blur the picture. Classification by sex is simple, but gender
awareness requires greater detail for a finer analysis of data on hou
sehold composition, paid and unpaid work, occupation, employment statu
s, and poverty. The composition of the labour force is unknown. So, us
er beware.