Catalysis often deals with data that can vary greatly, such as reaction rates and concentrations. Log transformations can make these variations more manageable by compressing the data range. This aids in visualizing trends and patterns that might be obscured in linear scales, making it easier to identify and analyze reaction kinetics.
