This article presents part of the data from an evaluation of primary care, implemented as part of research funded by the Brazilian Ministry of Health in 2005. Thirty-one municipalities from the States of Minas Gerais and Espírito Santo comprised the study sample. Data collected with qualitative methods (interviews and documents) were summarized, with the production of a set of categorical variables. The article presents the distribution of values for the variables by municipality. The variables were submitted to correspondence analysis, which showed their internal validity. The article also provides observations on relevant aspects of the field. In conclusion, the evaluation demonstrates advances in the Family Health Strategy in Brazil, with important contributions to the Project for Expansion and Consolidation of the Family Health Strategy, despite persistent obstacles, particularly related to human resources in the family health strategies and local use of the data produced.