In the beginning, Big Data output must be read and structured into the clear data model, so that future data discovery could bring its values. The goal was to apply a scientific data analysis approach to analyse the mixing efficiency of mixing machine. Hereby, data analysis allowed us to post-process particles on the quantitative level by creating performance indicators for mixing efficiency using visual analytics.