CrossDI: A comprehensive dataset crossing three databases for calculating disruption indexes

CrossDI-DatasetCrossDI(Cross-source Disruption Indexes) Dataset1.OverviewPython tools and curated data to compute disruption-style metrics in yearly windows. Only the citing side is time-truncated. Metrics are produced per target paper and per window, with multi-source support and parallel processing.2.DomainsFile names use an ID 1-4:1.Synthetic Biology2.Astronomy & Astrophysics3.Blockchain-based Information System Management4.Socio-Economic Impacts of Biological Invasions3.Data File Layoutdataset├─ doi/│ ├─ dois-1.csv│ ├─ dois-2.csv│ ├─ dois-3.csv│ └─ dois-4.csv│ └─ dois-multi-1.csv│ └─ dois-multi-2.csv│ └─ dois-multi-3.csv│ └─ dois-multi-4.csv├─ target/│ ├─ target-1.csv│ ├─ target-2.csv│ ├─ target-3.csv│ └─ target-4.csv├─ citations/│ ├─ citations-1-DIMENSIONS.csv│ ├─ citations-1-OPEN_CITATIONS.csv│ ├─ citations-1-WEB_OF_SCIENCE.csv│ ├─ citations-2-DIMENSIONS.csv│ ├─ citations-2-OPEN_CITATIONS.csv│ ├─ citations-2-WEB_OF_SCIENCE.csv│ ├─ citations-3-DIMENSIONS.csv│ ├─ citations-3-OPEN_CITATIONS.csv│ ├─ citations-3-WEB_OF_SCIENCE.csv│ ├─ citations-4-DIMENSIONS.csv│ ├─ citations-4-OPEN_CITATIONS.csv│ └─ citations-4-WEB_OF_SCIENCE.csv└─ result/├─ results-1-DIMENSIONS.xlsx├─ results-1-OPEN_CITATIONS.xlsx├─ results-1-WEB_OF_SCIENCE.xlsx└─ same pattern for domains 2–44.File DefinitionsArticle list: doi/dois-{ID}.csv (TSV: doi, year). Only citing articles must have a valid year; cited references may have blank year.Citation edges: citations/citations-{ID}-{SOURCE}.csv (TSV: cited_doi, citing_doi). Direction is cited → citing.Target articles: target/target-{ID}.csv (TSV: doi). Focal papers to be evaluated.Results: result/results-{ID}-{SOURCE}.xlsxMulti-DOI consolidation (doi/dois-multi-{ID}.csv): each line lists a group of normalized DOIs determined to refer to the same work; the first DOI is taken as the canonical identifier (subsequent DOIs are aliases).5.WindowingFor a target published in year y, window Y includes citing papers with year ≤ y + Y.6.DI MetricsFor each (Source, Target, Y) the script reports: DI, mDI, DI5, DInoR, DI3%, DEP, invDEP, Origbase, Destabilization (D), Consolidation (C).7.Output columnsN_F, N_B, N_R, DI, mDI, N_B^5, DI_5, DI^noR, N_F_new, N_B_new, DI_3%, DEP, Orig_base, Destabilization(D), Consolidation(C), DOI, Publication year, Y, Source, invDEP8.References[1] Shuo Xu, Congcong Wang, Xin An, and Jianhua Liu, 2025. CrossDI: A Comprehensive Dataset Crossing Three Databases for Calculating Disruption Indexes. Scientific Data. Vol., 12, pp. 1974.[2] Shuo Xu, Congcong Wang, Xin An, Yunkang Deng, and Jianhua Liu, 2025. Do OpenCitations and Dimensions Serve as an Alternative to Web of Science for Calculating Disruption Indexes? Journal of Informetrics, Vol. 19, No. 3, pp. 101685.[3] Shuo Xu, Liyuan Hao, Xin An, Dongsheng Zhai, and Hongshen Pang, 2019. Types of DOI Errors of Cited References in Web of Science with a Cleaning Method. Scientometrics, Vol. 120, No. 3, pp. 1427-1437.