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GIS

Spatial data analysis and visualization, motivated by the course "GIS and Spatial Analysis" offered at the University of Chicago in the Spring of 2021.

  • leq_vac_rates_script.R is the R script to produce maps comparing limited English proficiency, number of vaccination locations and COVID vaccination rates by zip code.
  • writing_sample_GIS.pdf is the report produced with leq_vac_rates_script.R comparing limited English proficiency, number of vaccination locations and COVID vaccination rates by zip code.
  • PA_census_wrangling.R is the R script to produce a choropleth map of Pennsylvania Income by Census Tract using the 2013-2018 ACS estimate. The script retrieves census tract data from the U.S. census API.
  • PA_income_tract.png is the map produced in QGIS using the data prepared by PA_census_wrangling.R.