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The retrieval of the informative knowledge is quite interesting, from the huge data and it is also a challenging task. Data mining is the powerful technology to analyse the data skilfully from different perspectives and summarizes it to useful information. The finding of the cold spot and hot spot is the challenging task in crime analysis. Crime is the act that harms the public, increases the violence, demolishes the assets and denies the respect to people. A major challenge facing all law-enforcement and intelligence-gathering organizations is accurately and efficiently analyzing the growing volumes of crime data. Another major challenge faced by the Nigerian law enforcement agencies is the lack of a central repository where all data collections concerning crimes and criminals are stored which possess a bigger problem, as there are many cases of data repetition, and as such it is difficult for law enforcers to see patterns in crimes during analysis. So In this paper crime analysis is done by performing clustering on crime dataset using rapid miner tool.