Description
The NIST Excerpts Benchmark Data are a set of target data for deidentification algorithms. The data are configured to work with "SDNist: Synthetic Data Report Tool", a package for evaluating synthetic data generators: https://github.com/usnistgov/SDNist. An installation of SDNist will download the data resources automatically. Jan 2025 -- Benhcmark Excerpts: - NIST American Community Survey (ACS) Data Excerpts, 24 demographic features over 40k records,- NIST Survey of Business Owners (SBO) Data Excerpts, 130 demographic and financial features over 161k recordsThe data are curated subsets of U.S. Census Bureau products.
Resources
| Name | Format | Description | Link |
|---|---|---|---|
| NIST Excerpt Benchmark Data | Unknown | The NIST Data Excerpts are curated subsets of publicly released tabular data sets, drawn from real households and businesses in the U.S. The Excerpts serve as benchmark data for the [SDNist v2: Deidentified Data Report Tool](https://github.com/usnistgov/SDNist/) . | Open resource |
| NIST Diverse Communities Excerpt Data | Unknown | This repository is contains limited feature (22 columns) excerpts from the American Community Survey partitioned into three geographic regions. It is available as part of the SDNist synthetic data evaluation package. | Open resource |