Experimental RT and RI were acquired for three promising monocationic and dicationic IL-based SP containing polysubstituted pyridinium cations. This work is also aimed to pay special attention to reliability and reproducibility of the QSRR study. We tested whether small distortions of data sets, such as randomly removing several compounds or adding minor noise to the values, could affect the conclusions of the QSRR study.