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

Analysis of work from home IPUMS datawo

Analysis of US mortality rates.

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.

A Census Tool via Shiny for exploring and visualizing Census and ACS data for jurisdictions in and around PSRC.

Scripts based on the ACS-R package to automate the retrieveal of Quality of Life measures for multiple metropolitan areas.

Analysis of urban/rural divide for WFH workers

Contains scripts used to prepare data for the course assignments in The Social Life of Neighborhoods, which was offered through the Stanford Sociology department in the spring 2021 quarter.

Educational attainment in large majority Black cities

R code for calculating household income estimates at PUMA geographies in Portland

FIPS Codes for the States and the District of Columbia

A set of tools developed for PSRC staff to pull, process and visualize Census Data for geographies in the Central Puget Sound Region.

Wrangling ACS summary file data for expansion of disparities dashboard to disaggregations other than race (disability status, age, etc.)

Pull all ACS (American Community Survey) data for all 49 counties in Lynchburg, VA using tidycensus package to create a database of indicators for the Lynchburg community. Visualized by Mapview.

A collection of scripts used in three years of geospatial and human geographical projects equity- and environment-related impacts of trends in transportation.

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

Analysis of Smith County commute times using ACS data.