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 records
The data are curated subsets of U.S. Census Bureau products.
About this Dataset
| Title | NIST Excerpts Benchmark Data |
|---|---|
| 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 records The data are curated subsets of U.S. Census Bureau products. |
| Modified | 2025-01-31 00:00:00 |
| Publisher Name | National Institute of Standards and Technology |
| Contact | mailto:[email protected] |
| Keywords | privacy , synthetic data , demographic data , American Community Survey , SDNist |
{
"identifier": "ark:\/88434\/mds2-2895",
"accessLevel": "public",
"contactPoint": {
"hasEmail": "mailto:[email protected]",
"fn": "Gary Howarth II"
},
"programCode": [
"006:045"
],
"landingPage": "https:\/\/data.nist.gov\/od\/id\/mds2-2895",
"title": "NIST Excerpts Benchmark Data",
"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. \n\nJan 2025 -- Benhcmark Excerpts: \n- NIST American Community Survey (ACS) Data Excerpts, 24 demographic features over 40k records,\n- NIST Survey of Business Owners (SBO) Data Excerpts, 130 demographic and financial features over 161k records\n\nThe data are curated subsets of U.S. Census Bureau products.",
"language": [
"en"
],
"distribution": [
{
"accessURL": "https:\/\/github.com\/usnistgov\/SDNist\/tree\/main\/BenchmarkData",
"format": "A data respository",
"description": "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\/) .",
"title": "NIST Excerpt Benchmark Data"
}
],
"bureauCode": [
"006:55"
],
"modified": "2025-01-31 00:00:00",
"publisher": {
"@type": "org:Organization",
"name": "National Institute of Standards and Technology"
},
"theme": [
"Information Technology:Privacy",
"Information Technology:Data and informatics",
"Information Technology:Software research"
],
"keyword": [
"privacy",
"synthetic data",
"demographic data",
"American Community Survey",
"SDNist"
]
}