Analytics

Agriculture in Argentina

Python
QGIS
Illustrator
  • Long-term project demonstrating connection between Argentine transportation network and farmers' crop planting decisions
  • Created georeferenced dataset of Argentine soy crushing facilities by hand using printed data from the Bolsa De Comercio De Rosario and satellite imagery
  • Created driving dataset of duration and driving distance between every soy-producing district in Argentina and every soy-crushing facility in the country using Google Maps Distance Matrix api
  • Retrieved 7,000+ driving paths for mapping using Google Maps directions API
  • Developed econometric model for interaction between road system and planting decisions

Download Full Paper

Data Sources:

See Works Cited (too many to fit here)
Argentina Paper Main Map

Behavioral Economic Analysis of Basic Income

LaTeX
  • Economic paper summarizing most basic income studies worldwide and proposing a behavioral economic model for assessing te effectiveness of future programs
  • Principal - Agent model
  • Extensive literature review

Download Full Paper

Data Sources:

See Works Cited (too many to fit here)
Basic Income Model Quality of life and cash transfer

Long-Term Exercise & Resting Heart Rate

Python
  • Plot showing 22 months of resting heart rate (RHR) data and workout duration data leading up to and through competing in a sprint triathlon
  • Light red line indicates 30-day rolling mean RHR
  • Solid light orange indicates 30-day rolling mean workout time in minutes
  • Standard deviations are visualized in light pink to illustrate variability—a correlation between erratic workout schedules and higher RHR variability is visually apparent
  • Data scraped from Garmin Connect website using mouse automation
  • Parsed & cleaned using Python (numpy/pandas), and plotted using matplotlib

Data Sources:

RHR / Workout Minutes: Scraped from Garmin Connect webapp
Fire Risk and Powerlines Map