Algorithmic Fairness Datasets
DOI10.5281/zenodo.7408391Zenodo7408391MaRDI QIDQ6707393
Dataset published at Zenodo repository.
Author name not available (Why is that?)
Publication date: 7 December 2022
Copyright license: No records found.
This dataset presents the description and the references for the datasets used in the fairness literature. We target this data documentation debt by surveying over two hundred datasets employed in algorithmic fairness research, and producing standardized and searchable documentation for each of them. For over 95% of the surveyed datasets, we identified at least one contact involved in the data curation process or familiar with the dataset, who received a preliminary version of the respective data brief and a request for corrections and additions. Data briefs are meant as short documentation providing essential information on datasets used in fairness research.
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