README.md

---
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.