Since the late 1990’s vegetable oils have been conquering an increasing importance in the world.In virtue of reducing the CO2 emissions and promoting regional development, the biodieselemerges as a viable alternative. Hence this articleappraises the productivity of vegetable oil forthe production of biodiesel in the Zona da Mata Mineira over the period 2005/2006, using theexploratory spatial data analysis. In order to measure the productive potential of vegetable oil atthe regional level, one calculates the content of oil for each vegetable and these contents aresummed up to obtain the total of vegetable oil. Clusters were identified for the production ofvegetables both the high efficiency and low efficiency. The finding reveal the possibility ofgenerating jobs in most regions within Zona da MataMineira. Hence one observes the plantation ofvegetables for the production of biodiesel is highly viable in the Zona da Mata Mineir
