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  ## Dataset Overview
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  This dataset contains bibliographic metadata from the public Crossref snapshot released in 2025. It provides core fields for scholarly documents, including DOI, title, abstract, authorship, publication month and year, and URLs. The entire public dump (\~196.94 GB) was filtered and extracted into a parquet format for efficient loading and querying.
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  ### Source
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- * **Original data:** Public crossref metadata snapshot July 2025 via Crossref blog: "2025 public data file now available" (approx. 196.94 GB). See [https://www.crossref.org/blog/2025-public-data-file-now-available/](https://www.crossref.org/blog/2025-public-data-file-now-available/).
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  * **Access method:** Downloaded the public JSON dump from Academic Torrents. [See](https://academictorrents.com/details/e0eda0104902d61c025e27e4846b66491d4c9f98)
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  ## Contact
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  * Repository and processing code: [mitanshu7/PaperMatch\_crossref](https://github.com/mitanshu7/PaperMatch_crossref)
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- * Dataset author: Mitanshu Sukhwani
 
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+ ---
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+ license: apache-2.0
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+ task_categories:
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+ - sentence-similarity
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+ language:
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+ - en
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+ tags:
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+ - doi
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+ - bibliography
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+ - literature
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+ - crossref
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+ pretty_name: crossref 2025
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+ size_categories:
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+ - 10M<n<100M
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+ ---
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  ## Dataset Overview
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  This dataset contains bibliographic metadata from the public Crossref snapshot released in 2025. It provides core fields for scholarly documents, including DOI, title, abstract, authorship, publication month and year, and URLs. The entire public dump (\~196.94 GB) was filtered and extracted into a parquet format for efficient loading and querying.
 
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  ### Source
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+ * **Original data:** Public crossref metadata snapshot July 2025 via Crossref blog: "2025 public data file now available" (approx. 196.94 GB). See [https://www.crossref.org/blog/2025-public-data-file-now-available/](https://www.crossref.org/blog/2025-public-data-file-now-available/).
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  * **Access method:** Downloaded the public JSON dump from Academic Torrents. [See](https://academictorrents.com/details/e0eda0104902d61c025e27e4846b66491d4c9f98)
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  ## Contact
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  * Repository and processing code: [mitanshu7/PaperMatch\_crossref](https://github.com/mitanshu7/PaperMatch_crossref)
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+ * Dataset author: Mitanshu Sukhwani