1. Mapping bicycle crash data in Philadelphia, PA using ArcGIS’s density tool

Read my maps and case study by scrolling the PDF file below:

Sophia Liu Assignment 9 URBS5300 (1).pdf

2. Mapping Gentrification in Nashville with Census Data and ArcGIS

Read my maps and case study by scrolling the PDF file below:

Liu GIS Assignment 5.pdf