Without essential examination and smooth, the death rate by age from population survey can't be used directly in population research. This paper proposed to examine the occurrence of exceptional death rate through death rate difference method, and then judge data quality about population death rate by province. Based on this, the paper discussed why exceptional death rate occurred.