In this demo we analyze a 1.1 billion record data set, courtesy of Fannie Mae, and visualize those records as choropleths inside 900 polygons. Notice how quickly this data can be visualized and interacted with so that financial services analysts can quickly derive insights and identify profitable areas where a financial services company might grow mortgage offerings.