A simple repo which downloads Zillow's public data (no API access required!) and provides some naïve visualization
As a first time home buyer data was an important factor for me. Getting Zillow's data was not too hard, but getting it all was a bit teadious. The juypter notebook download.ipynb is an attempt to automate the download process. Zillow updates their data monthly and for more details (or manual downloads) you can take a look here. Some vizualization how-to examples are provided in viz.ipynb.
The script checks all endpoints against all geography selections. As a result, there is expected that many downloads will fail as the endpoint does not support the geography.