Flavor profile analysis (FPA) data for influent and effluent water samples from two Philadelphia treatment systems were studied, along with quality control protocols, in order to optimize the FPA method. the quality of the data was evaluated for (1) the qualitative description and (2) the quantitative response for each organoleptic descriptor. Includes 14 references, tables.