Abstract. The v 3 coefficient, obtained using the PbAu data from the CERES detector at the top SPS energy of √ s NN = 17.3 GeV, is presented. The v 2 is measured over a p T range up to 100 GeV/c in PbPb collisions collected with the CMS detector. The v 2 {2} of charged and strange particles emitted in pp collisions shows a mass ordering effect. The v 2 {4} and v 2 {6} are comparable to the v 2 {2}, and thus supports the collective nature of the long-range correlations in high-multiplicity pp collisions at 13 TeV. Principle Component Analysis (PCA) of two-particle harmonics (V nΔ ) is studied in PbPb and high-multiplicity pPb collisions at the LHC. The factorization breaking of the V nΔ can be attributed to the effect of initial-state fluctuations. Using a PCA, the V nΔ are characterized through the leading and sub-leading modes. The leading modes are essentially equivalent to the v n {2}. The sub-leading modes represent the largest sources of factorization breaking.