Introduction to simple mapping in R: georeferencing lat/long coordinates, thematic mapping and choropleth maps, using simple features, leaflet, and tmap and mapview.

Provides tools for calculating a Social Vulnerability or Adaptive Capacity Index in R using the US Census API and Tidycensus. Creates an interactive leaflet web map, CSV and ESRI Shapefile.

Code repo for mapping tool that allows users to play with components of composite indexed indicator, such as social vulnerability.

A R package to work with ACS data from {tidycensus}

A set of R tools that automate various common data processing workflows in urban planning. Developed in collabroation with Utile Architecture and Planning.

Deomgraphic data from the USA census for Arizona.

Interactive R/Shiny dashboard for exploring demographic representativeness across Dane County census tracts using ACS data and reactive choropleth visualizations.

Map food deserts and supermarkets in Wake County, analyze demographic characteristics, and recommend locations for a new supermarket

use tidycensus to create ADI and study opioid data

Raster, NDVI, Zonal Stats and Census Analysis of Sacramento County

R experiments with tidycensus and tigris — demographic mapping and ACS data exploration.

Hurricane risk analytics project for two graduate MSBA courses at the University of Tennessee, Knoxville. Built on FEMA's National Risk Index, covering exploratory analysis, non-parametric testing, and eleven ML models to predict county-level Expected Annual Loss across high-risk Florida counties.

📈 Baltimore Data Day 24 Workshop

Analyzing which neighborhoods in Wake County, NC have the least access to public transit using GIS

Data analysis on internet access in Illinois.

Download and process data for a mapping application for Resonant Energy that makes geographic criteria for the low-income communities bonus energy investment credit and the energy communities programs queryable by a user