County and city level crime data from the FBI is an oddly complicated dataset to process. From ASCII art to a lack of identifiers, there are a number of obstacles that need to be overcome to display the data on a map.
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If you have a list of addresses, it can be incredibly useful to find underlying geographic data for these addresses. This data might be neighborhood demographic or income conditions, or government eligibility indicators, like NMTC or CRA eligibility. This can be done easily in PolicyMap.
Data from the Home Mortgage Disclosure Act (HMDA) provides a deep insight into trends in lending from demographics to loan types to government insurance to down payments. Here are a few insights from looking at the latest data, from 2016.
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