The present work is going to systematically geovisualize and analyze the complex patterns of crime against women in West Bengal and develop a standardized model to systematically predict crime. Suitable geostatistical analytic tools have been applied to unravel the underlying occurrence mechanisms of crime patterns, and geospatial modeling of crime has been performed to potentially predict vulnerable areas, thus aiding in intelligence-led policing to prevent and control crime. This chapter provides a brief deliberation of the relevance of this study, describes available gross data sources as well as the variables of interest considered for analyzing facts, elaborates on integrated data-mining techniques for exploratory spatial data analysis, and highlights the amplification of GIS tools and statistical modeling for geospatial analysis and predicting crime.