Summer Research Associate
• Performed data analysis on the generated geometries, tables, and plots in multiple coordinate reference systems• Cleaned and wrangled water utility shapefiles that would calculate demographic metrics at the utility/block group level by using spatial analysis in R• Mapped longitude/latitude to water utilities that are missing coordinate information by using Google API• Constructed water utility shapefiles using web-scraped files and library "simple features (sf)"