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DataAtlas: automatic generation of data dictionaries using large language models

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Objectives: Reuse of shared datasets is often limited by incomplete or inconsistent documentation, hindering interpretation and secondary analysis. We developed DataAtlas, an open-source system for automated generation of data di... ...