does higher compression mean higher density?

Higher compression does not necessarily mean higher density. Compression refers to the reduction in volume of a substance, whereas density is the mass per unit volume of a substance. These two properties are not directly proportional and depend on various factors such as the composition and arrangement of molecules in a substance.