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The era of digitization and computers has already arrived. The enormous coverage of cyberspace has changed the way of overall major and minor aspects of the life of doing and looking over things. Most of our processes aims and future planning are now partially or fully dependent on technology. Thus, being new to this technology-driven and dominated environment, we are forced to cling upon machine learning that will guide us to improve our processes and to adapt to this new culture. To provide the optimal suggestion to the citizen to select the best residential location as well as for the police department to tackle crime through the dataset.