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Rudy Giuliani (full name "Rudolph William Louis Giuliani") served as the 107th Mayor of New York City from January 1, 1994 until December 31, 2001.

In his first term as mayor, Giuliani, in conjunction with New York City Police Department Commissioner Bill Bratton, adopted an aggressive enforcement and deterrence strategy based on James Q. Wilson's Broken Windows research. This involved crackdowns on relatively minor offenses such as graffiti, turnstile jumping, and aggressive "squeegeemen," on the principle that this would send a message that order would be maintained and that the city would be "cleaned up."

One of Giuliani and Bratton's first initiatives was the institution in 1994 of CompStat, a comparative statistical approach to mapping crime geographically in order to identify emerging criminal patterns and chart officer performance by quantifying apprehensions. The implementation of CompStat gave precinct commanders more power, based on the assumption that local authorities best knew their neighborhoods and thus could best determine what tactics to use to reduce crime. In turn, the gathering of statistics on specific personnel aimed to increase accountability of both commanders and officers. Critics of the system assert that it instead creates an incentive to underreport or otherwise manipulate crime data. The CompStat initiative won the 1996 Innovations in Government Award from the Kennedy School of Government.

The amount of credit Giuliani's policies deserve for the drop in the crime rate is disputed. He may have been the beneficiary of a trend already in progress. Crime rates in New York City started to drop in 1990, two years before he took office. A small but significant nationwide drop in crime also preceded Giuliani's election, and continued throughout the 1990s. Two likely contributing factors to this overall decline in crime were federal funding of an additional 7,000 police officers and an improvement in the national economy. But many experts believe changing demographics were the most significant cause. Some have pointed out that during this time, murders inside the home, which could not be prevented by more police officers, decreased at the same rate as murders outside the home. Also, since the crime index is based on the FBI crime index, which is self-reported by police departments, some have alleged that crimes were shifted into categories that the FBI does not quantify.