This research concerns with the development of marketing strategy of mineral water based on people's taste preference by analyzing taste components of mineral water. A two-dimensional analysis has been used in classifying tastes' data. The characteristics of data are recognized in tastes of mineral water by correlation analysis. A combination of Principal Component Analysis and Selforganizing Map is applied to classify the tastes of mineral water. Some marketing strategies are concluded after the evaluation.