Is it introducing bias or is it introducing appropriate weighting? The most crime filled neighborhood in America may not be the inner city you have pictured in

Is it introducing bias or is it introducing appropriate weighting? The most crime filled neighborhood in America may not be the inner city you have pictured in your mind but Lower Manhattan.