The central regions of cool-core galaxy clusters harbour multiphase gas, with gas temperatures ranging from 10 K-10 7 K. Feedback from active galactic nuclei (AGNs) jets prevents the gas from undergoing a catastrophic cooling flow. However, the exact mechanism of this feedback energy input is unknown, mainly due to the lack of velocity measurements of the hot phase gas, which has large thermal velocities. However, recent observations have measured the velocity structure functions (VSFs) of the cooler phases (at 10 K and 10 4 K) and used them to indirectly estimate the motions of the hot phase. In the first part of this study, we conduct high-resolution (384 3 -1536 3 resolution elements) simulations of homogeneous isotropic subsonic turbulence, without radiative cooling. We analyse the second-order velocity structure functions (VSF 2 ) in these simulations and study the effects of varying spatial resolution, the introduction of magnetic fields, and the effect of projection along the line of sight (LOS) on the VSF 2 . In the second part of the study, we analyse high-resolution (768 3 resolution elements) idealised simulations of multiphase turbulence in the intracluster medium (ICM) from Mohapatra et al. (2021a). We compare VSF 2 for both the hot (π βΌ 10 7 K) and cold (π βΌ 10 4 K) phases. We also look for the effect of projection along the LOS, the impact of different models of idealised heating (volume-weighted vs mass-weighted), and magnetic fields on the VSF 2 . For turbulence without radiative cooling, we observe a steepening in the slopes of the VSF 2 upon projection along the LOS. In our runs with radiative cooling and multiphase gas, we find that the VSF 2 of the hot and cold phases have similar scaling. We note that introducing magnetic fields steepens the VSF 2 of the cold phase. We also find that at large scales, projection along the LOS steepens the VSF 2 for the hot phase and mostly flattens it for the cold phase. At small scales, the projected VSF 2 are flatter for both hot and cold phase gas.