Visualizing the directional bias in property crime incidents for five Canadian municipalities

There are three interconnected and fundamental elements that define the spatiality of crime: places, distances, and directions. Over the past 180 years, research has flourished for the first two fundamental elements with relatively little research on directionality. In this article, we develop a visualization technique allowing for the display of the directional bias for a large number of offenders that aids in subsequent analysis. We show that a directional bias in criminal activity is present overall, but is not monolithic. Consequently, urban form and understanding place play a strong role in criminal directional biases for moving through our environments.