Value of the data •The data summarize the effect of different parameters of formulation on PS, PI, EE, and DL of NLCs, which can be useful for other researchers working on lipid nanoparticles. •The influences of high-pressure homogenization on NLCs are presented. •Data of drug release kinetics can be used to investigate the release mechanism of the drug from NLCs.