Towards an Ideal Methodological Data Repository: Lessons and Recommendations

Our dataset "repository_survey" summarizes a comprehensive survey of over 150 data repositories, characterizing their metadata documentation and standardization, data curation and validation, and tracking of dataset use in the literature. In addition, "survey_model_evaluation" includes our findings on model evaluation for five methodological repositories. Column descriptions and further details can be found in "README.pdf." The data are associated with our paper "Towards an Ideal Methodological Data Repository: Lessons and Recommendations." <br>本团队的"repository_survey"数据集基于对150余个数据仓储的全面调研，对其元数据文档编制与标准化、数据整理与验证工作，以及文献中数据集的使用追踪情况进行了系统刻画。此外，"survey_model_evaluation"数据集收录了本团队针对5个方法论仓储开展模型评估的相关研究成果。数据集的字段说明与更多详细信息可查阅"README.pdf"文件。本数据集与论文《Towards an Ideal Methodological Data Repository: Lessons and Recommendations》相关联。