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GIS with R

GIS with R  is an experimental course in geographic information systems and their applications. Instead of using ESRI, in this class R programming is used to extract, query, compile data to conduct analysis and create maps. 

This map is a cartogram of census tracts in Multnomah County, OR displaying the median household income by color and number of people with a bachelors or higher by size of the census tract.

In this exercise, I examined the traffic crimes within the neighborhoods in the City of Portland, OR. I used a kernel density map to help visualize where the traffic crime hot spots are.  

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