Main data for figures in the manuscript ‘Continuous rotary membrane emulsification for the production of sustainable Pickering emulsions’. The data for Figure 2 shows generated values for 2D matrix (200 x 200) of Taylor numbers (Ta) (column numbers 1-200 representing angular velocities 0-220  rad/s while row numbers 1-200 represents viscosities 0-0.22 Pa.s), and viscosity values for surface plot of Figure 2. Data for Design of Experiment (DoE) models, DoE model validation data from size analysis, and force balance diameters from force balance model are also given.