This is the published version of the code used to generate various aspects of my final thesis calculations.

A geospatial project for a class that looks at STD rates in America with a possible correlation to college enrollment populations.

A final project for a class, in which I evaluate the proportion of students eligible for the free/reduced lunch program in America over a 20 year time span using maps generated in Tableau.

A brief text analysis project on the billboard chart top 100 evaluating the prominence of sexualizing lyrics (both implicit and explicit) toward young women.