“…The first principal component (PC1) in pre monsoon season records nearly 28.1% of the total variance and holds immense negative loadings on bicarbonate, sulphate, TH, EC and TDS, and lower positive loadings on pH, Ca 2+ , and Cl − (Exhibit 13).The low loading of pH indicates water is slightly acidic. The opposing loadings of SO 4 and HCO 3 could be clarified by the chemical reduction of SO 4 to H 2 S while HCO 3 is increased(Nair et al, 2020). In the same season, PC2 explained 51.4% of variance and has satisfied positive loadings on Na + , Ca 2+ ,Cl − , EC, and TDS and PC3 explained strong to moderate negative loadings on Mg 2+ , Ca 2+ , Na+, and K + (Exhibit 14a).…”