This repository contains files related to an analysis of Illinois inventory data from 2013 to 2019. I am a real estate investor in Illinois. I have always wanted to know - "what are the top neighborhoods in Illinois that are in high demand?" Also, I have wanted a tool that I can consistently leverage to identify markets in high demand for investing purposes. To answer this, I used logstic regression to predict demand (days on market) for every market (zip code) in Illinois.
US Inventory data can be found here from Realtor.com. To read more about the project, including how the model performed, visit my blog.