Dataset

Dataset Components

• All housing data from the latest U.S. Census Bureau, research by Columbia University and NASA, Department of Housing and Urban Development records, incorporated county register building permits issuance with monthly updates to keep you informed about evolving trends.

• Enhanced data quality by incorporating additional proprietary data, accounting for various factors contributing to population growth using machine learning methods.

• Metadata mapping linking attribute names to table IDs, zip codes to cities and counties, and Core Based Statistical Areas (CBSAs).

Schema Overview

Field Name	Field Data Type	Description
ZIP_CODE	String	US Zip Code
CITY_NAME	String	City name
COUNTY_NAME	String	County name
COUNTY_FIPS_CODE	String	Federal Information Processing Standards (FIPS) code for counties
STATE_CODE	String	State code
TOT_HOME_AVAILABLE_2020	Integer	Total available homes in 2020
TOT_HOME_AVAILABLE_2021	Integer	Total available homes in 2021
RT_BUILDING_PERMIT_YOY_2022_2021	Float	Year-over-year building permit rate for 2021-2022
AVG_PEOPLE_PER_HOME	Float	Average number of people per home
EST_TOTAL_HOME_DEMAND_2030	Integer	Estimated demand for homes in 2030
TOT_BALANCE_INVENTORY	Integer	Total balance of available homes in inventory
TOT_FX_CONSTRUCTION_5Y	Integer	Forecasted construction of homes over the next 5 years
TOT_HOUSING_UNIT	Integer	Total housing units in the latest year
TOT_OWNER_OCCUPIED_HOUSING_UNIT	Integer	Total owner-occupied housing units
TOT_RENTER_OCCUPIED_HOUSING_UNIT	Integer	Total renter-occupied housing units
RT_VACANCY	Float	Rate of vacant housing units
RT_VACANCY_RENTAL	Float	Rate of vacant rental housing units
LBL_LATEST_HOUSING_YEAR_DATA	String	Latest available housing data
IDX_DEMAND_SUPPLY	Float	Index evaluating demand and supply factors