metadata

configs:
  - config_name: days_on_market
    data_files:
      - split: train
        path:
          - days_on_market.parquet
  - config_name: for_sale_listings
    data_files:
      - split: train
        path:
          - for_sale_listings.parquet
  - config_name: home_values
    data_files:
      - split: train
        path:
          - home_values.parquet
  - config_name: home_values_forecasts
    data_files:
      - split: train
        path:
          - home_values_forecasts.parquet
  - config_name: new_construction
    data_files:
      - split: train
        path:
          - new_construction.parquet
  - config_name: rentals
    data_files:
      - split: train
        path:
          - rentals.parquet
  - config_name: sales
    data_files:
      - split: train
        path:
          - sales.parquet
license: mit
task_categories:
  - tabular-regression
  - time-series-forecasting
language:
  - en

Housing Data Provided by Zillow

Updated: 2023-02-01

This dataset contains several configs produced based on files available at https://www.zillow.com/research/data/.

Processing Notes

This dataset contains only parquet files created from the raw Zillow data. For more information, as well as code related to processing that data and creating the parquet files see https://huggingface.co/datasets/misikoff/zillow.

Supported configs:

days_on_market: Days to pending, days to close, share of listings with a price cut, and price cuts.
for_sale_listings: Median listing price, new listings, and new pending listings.
home_values: Zillow Home Value Index (ZHVI) for all homes, mid-tier, bottom-tier, and top-tier homes.
home_values_forecasts: Zillow Home Value Forecast (ZHVF) for all homes, mid-tier, bottom-tier, and top-tier homes.
new_construction: Median sale price, median sale price per square foot, and sales count.
rentals: Zillow Observed Rent Index (ZORI) for all homes, mid-tier, bottom-tier, and top-tier homes.
sales: Median sale price, median sale price per square foot, and sales count.