Dataset · Hugging Face

ladybugdb/scg-columnar

Name: scg-columnar
Creator: ladybugdb
License: cc-by-4.0
Keywords: task_categories:graph-ml, task_categories:text-generation, task_categories:other, task_ids:entity-linking-classification, multilinguality:monolingual, source_datasets:acl-anthology, source_datasets:s2orc, language:en, license:cc-by-4.0, size_categories:1M<n<10M, arxiv:2605.15011, region:us, scientific-literature, knowledge-graph, technological-roadmapping

Dataset Card for the Scientific Contribution Graph (SCG) Compressed Parquet release: this Hub dataset is a compact Parquet encoding of the Scientific Contribution Graph.It reduces the on-disk footprint from ~80 GB uncompressed JSON/tree files → ~6 GB Parquet, while preserving the same contributions, prerequisite edges, and metadata as SCG v1.1. The Scientific Contribution Graph maps how science is built “on the shoulders of giants”: it extracts fine-grained scientific… See the full description on the dataset page: https://huggingface.co/datasets/ladybugdb/scg-columnar.

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Author / organization	ladybugdb
License (as declared)	cc-by-4.0
Downloads	317 (as reported by Hugging Face)
Likes	0
Created	17 September 2026
Last updated at source	26 September 2026

scientific-literatureknowledge-graphtechnological-roadmappingprerequisite-predictionscholarly-documentsnlpsciences2orcacl-anthologyparquet

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