20 different sludges were applied to investigate filterability and EPS components. Sludge filterability showed multicollinearity among EPS constituents. LB EPS showed higher eigenvector projection values in biplot than SB EPS and TB EPS. A multiple linear model was established between CST and fractionized compounds.