The most extensive database of superconducting materials has been pre-processed. On this database, methods for reducing dimensions, pairwise display of features, a heat map and Pearson's correlation criterion, visualization of features with color are considered. The dependences of the critical temperature of superconductors on atomic mass, radius, ionization energy, electron affinity, heat of fusion, thermal conductivity, and valence are considered.