The article shows results of the research of cognitive interpretability of visualization and approaches to obtaining empirical estimates of the practical effectiveness of visualization tools. Estimated results are used in the development of technology of cognitive interpretation of heterogeneous data and necessary means of visual analytics. © 2018 National Research Nuclear University. All rights reserved.