In this study, we introduced a foaming prediction map for pure liquids to classify their propensity for foaming as binary (yes/no). This map drew inspiration from the well-established field of liquid drop characterization by making analogies between liquid drops in the gas phase and gas bubbles in the liquid phase. The foaming prediction map consisted of a plot between Oh and Re numbers, and various non-foaming regions and a foaming region in the plot were identified. numbers. This region corresponded to relatively lower foam stability and higher turbulence, making predictions challenging for liquids in this category.