Removing street lights is a product of the recession and budgets, but a lot of cities and towns are what I would consider over-lighted (ymmv). Lights near intersections can deter accidents (safety), but there is little evidence that street lights have any impact on crime. There are many factors obviously but things like foot traffic through the neighborhood - the likelihood that residents will freely take a walk at whatever hour - are a better indicator of exposure to crime