In catalysis, data accuracy is paramount. Misleading scales can distort the interpretation of catalytic activity, selectivity, and stability. For example, incorrect graphical representation can make a catalyst appear more effective than it actually is. This can lead to wasted resources, misguided research directions, and flawed industrial applications.