/predicting_gentrification_using-ML

Predicting gentrification in Chicago with tract-level neighborhood characteristics. This repo is contains the CAPP30254 final project for spring 2022 term at UChicago.

Primary LanguageJupyter Notebook

CAPP 30254 Machine Learning Final Project: The Perceptrons

Team Members: Claire Hemmerly, Dustin Marshall, Phoebe Collins, Sabrina Yusoff, Yuki Chong

This repository contains the CAPP30254 final project for the Spring 2022 term at UChicago. The project used gradient boosted decision trees to predict gentrification in Chicago with tract-level neighborhood characteristics from the American Community Survey and Chicago Health Atlas.