You don't cover the whole of the country; that is, you don't get reports from the whole of the country, from all police forces.
Are these figures weighted in some fashion? It appears that you're drawing from the larger cities in greater proportion than from smaller communities. So do you weight these numbers in some fashion? In particular, I'm asking whether the murder rate is somewhat skewed because you're using figures primarily from the larger cities.