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My project basically focused in finding states which were most vulnerable to crime in the year 2001 and 2011.In my work,I correlated crime rate with the socio-economic parameters and a relationship was found out by doing regression analysis.
I identified the most influential districts of the respected states.Hotspot analysis was done in identifying prime spots of crime and categorizing roads under 3 sub-categories of 1st,2nd and 3rd order roads under the 4 crime heads mentioned in the file uploaded and also severly affected wards were identified of the respected districts.