We present an approach to discrete datasets analysis on the basis of integrated rating mechanisms identification approaches, developed recently. On the basis of three data sets, the results of the work of the method for identifying integrated rating mechanisms on incomplete data are demonstrated. The results obtained and the benefits from the application of the technique are presented.