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B2B-Parts-Rec

B2B-Parts-Rec is a large-scale, fully anonymized dataset of real-world Business-to-Business (B2B) industrial procurement transactions, released to support research in recommender systems, demand forecasting, and supply

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CreatorStefano, Francesca
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Published2026-04-10
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DOI10.5281/zenodo.19492687
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Downloads628
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Licensecc-by-4.0
File Size184.5 MB
Data TypeDataset
Published2026
Licensecc-by-4.0
Total Views386
Total Downloads628

B2B-Parts-Rec is a large-scale, fully anonymized dataset of real-world Business-to-Business (B2B) industrial procurement transactions, released to support research in recommender systems, demand forecasting, and supply chain analytics.

The dataset comprises 285,919 orders spanning six years, collected from a global network of 219 industrial client companies operating in the food and beverage manufacturing sector. Transactions cover the procurement of industrial spare parts, machinery components, and catalog-based supplies across multiple continents.

Associated resources. Code, benchmark results, and full documentation are available at:

 https://github.com/Infraste03/B2B-Parts-Rec

Reference. If you use this dataset, please cite: B2B-Parts-Rec: A Novel Dataset to Study Business-to-Business Recommendation Problems

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B2B-Parts-Rec (Full Dataset)184.5 MB
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ReadmeVia DOI record
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Files are hosted on the source repository. Click download to access the full dataset.

Stefano, Francesca (2026). B2B-Parts-Rec. https://doi.org/10.5281/zenodo.19492687