I co-developed a methodology for estimating U.S. manufacturing water use at various spatial and sectoral resolutions. I wrote the code to perform the data analysis using pandas and used a combination of plotly and custom plotting tools to create interactive visualizations. The results were published in Environmental Science and Technology, an American Chemical Society publication. (Read More)