atermb / real_estate_ml

Machine Learning for Real Estate

real_estate_ml

Machine Learning for Real Estate

You may want to run jupyter in this mode:

jupyter notebook --NotebookApp.iopub_data_rate_limit=10000000000

Zillow API Sign Up

To sign up for the zillow api:

https://www.zillow.com/howto/api/APIOverview.htm

Download Zillow

Zillow data can be downloaded from site here: https://www.zillow.com/research/data/

Exploritory Data Analysis

• Jupyter Notebook with Plotly Integration doing Zillow Data Exploration

Plotly Graphs

• Plotly Interactive Chart: 30 Year History of Real Estate USA

• Plotly Interactive Chart: Bay Area Median Prices Single Family Homes