Zillow Transaction and Assessment Database (ZTRAX), United States, 1940-2020 (ICPSR 39652)
Version Date: Jan 27, 2026 View help for published
Principal Investigator(s): View help for Principal Investigator(s)
Zillow
https://doi.org/10.3886/ICPSR39652.v2
Version V2 (see more versions)
Summary View help for Summary
The Zillow Transaction and Assessment Database (ZTRAX) is the country's largest collection of real estate data. Zillow makes the data available in the interest of greater transparency in the real estate market.
ZTRAX's temporal coverage varies greatly by county. Some counties have digitized records extending back to the early 1990s, whereas other counties have only provided data to the mid-2000s. In Zillow's work analyzing these data to create home value indices, they have found sample sizes are sufficient for most areas going back to April 1996.
Zillow sources ZTRAX from a major large third-party provider and supplemented through an internal Zillow initiative called "County Direct." The data coverage gaps inherited through the third-party source are due to county recording procedures, as well as the data collection process of that third party. Changes to the collection process have occurred over time due to mergers and other organizational changes, as well as process improvements. Because of the gaps in coverage, Zillow instituted its County Direct program. This program prioritizes counties on a variety of characteristics and supplements the third-party coverage by collecting data directly from county assessor and recorder's offices.
These data include:
- More than 400 million detailed public records across 2,750+ U.S. counties;
- More than 20 years of deed transfers, mortgages, foreclosures, auctions, property tax delinquencies, and more, for both commercial and residential properties;
- Property characteristics, geographic information, and prior valuations for approximately 150 million parcels in 3,100+ counties nationwide.
- Zestimates
- Rent data (such as rent prices)
- Listing data (such as time on market)
- User search data
These datasets are very large. Researchers wishing to use the data should plan to download subsets containing only the geographic areas in which they are specifically interested. ICPSR suggests going to the following resources for examples of code for utilizing the ZTRAX data. Please note that code will need to be updated based on local pathnames, files included, and the like:
- GitHub - zillow-research/ztrax: A repository for dataset creation code using ZTRAX.
- Import ZTRAX Flat Files to R or SQL Database * ztraxr
- https://github.com/matthewstern/ztrax
- https://placeslab.org/hedonic-data-practices/.
- Additional text resources for guidance in using the data can be found in the Data-related Publications for this study.
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Subject Terms View help for Subject Terms
Geographic Coverage View help for Geographic Coverage
Restrictions View help for Restrictions
To protect respondent privacy, the data are restricted from general dissemination. Users interested in obtaining these data must complete an Agreement for the Use of Confidential Data, specify the reasons for the request, and obtain IRB approval or notice of exemption for their research.
Distributor(s) View help for Distributor(s)
Time Period(s) View help for Time Period(s)
Data Collection Notes View help for Data Collection Notes
- The following are inappropriate uses of ZTRAX data and will not be permitted:
- Research based on personally identifiable data taken from the public records or any use of the data to contact or market to individuals.
- Research that combines ZTRAX data with any third-party data source to identify any individual.
- Research done for (or in conjunction with) a commercial enterprise.
- Research not affiliated with a known educational institution, non-profit, government entity, or policy organization.
- Use in any combination with any other databases without the correct attribution to ZTRAX.
Unit(s) of Observation View help for Unit(s) of Observation
Property Transactions: Specific events like deed transfers, foreclosures, or tax delinquencies on parcels.
Data Type(s) View help for Data Type(s)
HideOriginal Release Date View help for Original Release Date
2026-01-26
Version History View help for Version History
2026-03-16 Improved the documentation to accurately reflect the available data tables available in the current data release.
2026-01-27 Corrected the release structure and type so that the application process works properly. No visible change to the data.
Notes
These data are freely available to data users at ICPSR member institutions. The curation and dissemination of this study are provided by the institutional members of ICPSR. How do I access ICPSR data if I am not at a member institution?
One or more files in this data collection have special restrictions. Restricted data files are not available for direct download from the website; click on the Restricted Data button to learn more.
