A sensor array consisted of interdigitated gold electrodes modified with nanostructured ultra-thin films of conducting polymers was used to evaluate different water samples from three distinct reservoirs, located in the São Paulo State, Brazil, according to their eutrophic level, i.e. oligotrophic, eutrophic and hypereutrophic. These reservoirs samples presented different eutrophic levels. The sensor array data were processed and analyzed by using PCA (principal component analysis). In the near future, this will be a reliable and straightforward method to analyze water samples based on the concept of global selectivity and electrochemical impedance.