Statistical data analysis and modeling

A given dataset of city crime is analyzed. Initial exploratory data analysis reveals some meaningful trends and informs the choices of variables to be selected in modeling. Different linear regression models are developed based on different underlying factors as population density, police per capita etc., to analyze the effect on crime rate.