This paper shows how small area census data can be used to estimate the socio-demographic characteristics of GP practices. It provides information on the likely accuracy of the technique by applying it to estimates of the proportion of elderly patients within a practice (a statistic known from other sources) and produces evidence which suggests that the method is most successful where practices serve a high proportion of patients within their catchment.