SDNist v2: Deidentified Data Report Tool
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Updated Mar 12, 2024
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EmailClick to copy linkLink copiedCiteNational Institute of Standards and Technology (2024). SDNist v2: Deidentified Data Report Tool [Dataset]. https://catalog.data.gov/dataset/sdnist-v2-deidentified-data-report-toolDataset updatedMar 12, 2024DescriptionSDNist v2 is a Python package that provides benchmark data and evaluation metrics for deidentified data generators.This version of SDNist supports using the NIST Diverse Communities Data Excerpts, a geographically partitioned, limited feature data set.The deidentified data report evaluates utility and privacy of a given deidentified dataset and generates a summary quality report with performance of a deidentified dataset enumerated and illustrated for each utility and privacy metric.
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FacebookTwitterEmailSDNist v2 is a Python package that provides benchmark data and evaluation metrics for deidentified data generators.This version of SDNist supports using the NIST Diverse Communities Data Excerpts, a geographically partitioned, limited feature data set.The deidentified data report evaluates utility and privacy of a given deidentified dataset and generates a summary quality report with performance of a deidentified dataset enumerated and illustrated for each utility and privacy metric.