Chemical treatment is the best technology for the purification of copper-cobalt aqueous solutions because of its ability to remove suspended solids detrimental to downstream processes. However, the lack of optimization and adaptation of this method for the purification of the solutions obtained from the leaching of copper-cobalt ores with high mineralogical variability leads to significant fluctuations in the efficiency of the purification. This work investigated the batch settlingflocculation of fine solid particles (Al 2 O 3 and SiO 2) from copper-cobalt aqueous solutions using different flocculants (Brontë 234, APAM D8625-10, and CPAM D9640). The experimental variables comprised flocculant type, flocculant dosage, solids concentration, settling area, settling rate, % Al 2 O 3 , % SiO 2 , and particle size. The experimental 12 9 7 matrix was analyzed by principal component analysis, and the resulting principal components (PCs) and Varimax rotated PCs were analyzed using correlation circle plots. The most important settling variables proved to be the solids concentration, together with % Al 2 O 3 and particle size. High settling rate (0.42 m/h) and low settling surface (0.40 m 2 /t/h) were obtained at the flocculant dosage of 20 g/t. In addition, good settling performance was obtained with anionic flocculants (APAM D8625-10 and Bronté 234) rather than the cationic flocculant considered (CPAM D9640). Keywords Multivariate analysis Á Principal component analysis Á Settling Á Flocculation Á Cu-Co ores Á Leaching Á Concentrates The contributing editor for this article was Gabrielle Gaustad.