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marc21-learn is a toolkit that bridges the gap between the MARC21 data format and the machine learning library scikit-learn. This project is developed by the Metadata Department of the German National Library (DNB). It is used for data analysis and for automating metadata workflows (data engineering) as part of automatic content indexing.