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Oakland maps In fact, he adds, it might be negligent if the police didn’t plan to use their resources in such a way. Raid Amin is a statistician at the University of West Florida in Pensacola. He and a graduate student recently used data to map which parts of the United States had clusters of violent crimes between 2000 and 2012. These reported data allowed them to home in on apparent “hot spots” of violence. Raid Amin used crime statistics to find hot spots for murders and other violent crimes in the United States. “In a nutshell, counties with a high crime rate are likely to have more people living in poverty, a higher percent of minorities and less people with a high school degree,” Amin found. Mapping those crime clusters is “a first step,” he says. Other experts should then investigate how to address crime there. Amin compares the process to the way health officials follow up on reports about groups of cancer cases or outbreaks of disease. Spotting crime clusters “certainly is a place to start,” Lum agrees.

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