misikoff/zillow-viewer

---
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.

原始信息汇总

数据集概述

数据集名称

Housing Data Provided by Zillow

更新日期

2023-02-01

数据集配置

• days_on_market: 包含从挂牌到待售、从挂牌到成交的天数，价格下调的房源比例及价格下调情况。
• for_sale_listings: 包含中位挂牌价格、新挂牌房源及新待售房源。
• home_values: 包含Zillow Home Value Index (ZHVI) 对所有房屋、中档房屋、低端房屋和高端房屋的评估。
• home_values_forecasts: 包含Zillow Home Value Forecast (ZHVF) 对所有房屋、中档房屋、低端房屋和高端房屋的预测。
• new_construction: 包含中位成交价格、每平方英尺中位成交价格及成交数量。
• rentals: 包含Zillow Observed Rent Index (ZORI) 对所有房屋、中档房屋、低端房屋和高端房屋的评估。
• sales: 包含中位成交价格、每平方英尺中位成交价格及成交数量。

数据文件格式

所有数据文件均为parquet格式。

数据文件路径

• days_on_market: days_on_market.parquet
• for_sale_listings: for_sale_listings.parquet
• home_values: home_values.parquet
• home_values_forecasts: home_values_forecasts.parquet
• new_construction: new_construction.parquet
• rentals: rentals.parquet
• sales: sales.parquet

许可证

MIT

任务类别

• 表格回归
• 时间序列预测

语言

• 英语 (en)