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

<b>CrossDI-Dataset</b>CrossDI(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 &amp; 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 2–4<br>4.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, DI^noR, DI_3%, DEP, invDEP, Orig_base, 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. <i>Scientific Data</i>. 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? <i>Journal of Informetrics</i>, 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. <i>Scientometrics</i>, Vol. 120, No. 3, pp. 1427-1437.