This article presents the results of a piece of research into extortion in the city of Palermo between 2004 and 2015. Highlighting the importance of the territorial context among the factors that explain the mafia phenomenon, the study draws on two different georeferencing databases: the first relating to the distribution of extortion across the Sicilian capital's various districts, and the second relating to the distribution of Palermo businesses that had joined the Addiopizzo anti-extortion movement. Although the empirical material is problematic, marked territorial variations emerge from a comparative analysis of the two databases, prompting a number of potential interpretations.

This study is based on crime mapping and crime analysis of property crimes in Jodhpur. The property crimes which were selected were house breaking, auto thefts and chain snatching. Data from police stations were used to generate the maps to locate hot spots of crimes. The profile of these hot spots was analyzed through observations supplemented with interviews of police officers and public 100 cases of house breaking and 100 cases of auto thefts were further analyzed to understand the contexts which lead to these crimes. These contexts are in consonance with situational crime prevention theories. This study may help to understand the environmental factors which may be responsible for certain places becoming hot spot areas of property crimes in Jodhpur.