From f84f5ee0935415f5b1c89cc10e9474b5462c2457 Mon Sep 17 00:00:00 2001 From: Andrea Mannocci Date: Thu, 17 Feb 2022 13:27:47 +0100 Subject: [PATCH] rerun dedup partitions analysis --- data/processed/dup_across.csv | 2100 ++++++++++++++-------------- data/processed/dup_hybrid.csv | 190 +-- data/processed/dup_within.csv | 129 +- notebooks/03-overlap.ipynb | 2433 +++++++++++++++++---------------- 4 files changed, 2495 insertions(+), 2357 deletions(-) diff --git a/data/processed/dup_across.csv b/data/processed/dup_across.csv index a85a197..ab495a7 100644 --- a/data/processed/dup_across.csv +++ b/data/processed/dup_across.csv @@ -1,175 +1,175 @@ 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Please get in touch if you have any information about this resource.']",['MPIDB'],"[[{'url': 'http://www.jcvi.org/mpidb/contact.php', 'type': 'Contact form'}, {'url': 'http://www.jcvi.org/mpidb/help.php', 'type': 'Help documentation'}]]","[nan, 2007.0]","[[{'url': 'http://www.jcvi.org/mpidb/search.php', 'name': 'Download', 'type': 'data access'}, {'url': 'http://www.jcvi.org/mpidb/search.php', 'name': 'Search', 'type': 'data access'}]]",[],"[['biodbcore-000402', 'bsg-d000402']]",['Database'],['knowledgebase'],[['Life Science']],"[['Protein interaction', 'Small molecule', 'Curated information', 'Protein']]","[['Bacteria', 'Fungi']]",[['Physical interaction']],[['United States']],['FAIRsharing record for: Microbial Protein Interaction Database'],['MPIDB'],['https://fairsharing.org/10.25504/FAIRsharing.eyjkws'],['10.25504/FAIRsharing.eyjkws'],['https://creativecommons.org/licenses/by-sa/4.0/. 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Please get in touch if you have any information about this resource.']","[[{'id': 402, 'pubmed_id': 18556668, 'title': 'MPIDB: the microbial protein interaction database.', 'year': 2008, 'url': 'http://doi.org/10.1093/bioinformatics/btn285', 'authors': 'Goll J., Rajagopala SV., Shiau SC., Wu H., Lamb BT., Uetz P.,', 'journal': 'Bioinformatics', 'doi': '10.1093/bioinformatics/btn285', 'created_at': '2021-09-30T08:23:03.691Z', 'updated_at': '2021-09-30T08:23:03.691Z'}]]",[[]],[None],[],[],"['This resource is no longer available at the stated homepage, and an updated homepage cannot be found. 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Merritt provides persistent identifiers, storage replication, fixity audit, complete version history, REST API, a comprehensive metadata catalog for discovery, ATOM-based syndication, and curatorially-defined collections, access control rules, and data use agreements (DUAs). Merritt content upload and download may each be curatorially-designated as public or restricted. Merritt DOIs are provided by UC3's EZID service, which is integrated with DataCite. All DOIs and associated metadata are automatically registered with DataCite and are harvested by Ex Libris PRIMO and Thomson Reuters Data Citation Index (DCI) for high-level discovery. Merritt is also a member node in the DataONE network; curatorially-designated data submitted to Merritt are automatically registered with DataONE for additional replication and federated discovery through the ONEMercury search/browse interface.""]",['Merritt'],"[[{'url': 'http://www.cdlib.org/services/uc3/contact.html', 'type': 'Contact form'}, {'url': 'uc3@ucop.edu', 'type': 'Support email'}, {'url': 'merritt-l@listserv.ucop.edu', 'type': 'Mailing list'}, {'url': 'https://merritt.cdlib.org/help/', 'type': 'Help documentation'}, {'url': 'https://journals.tdl.org/jodi/index.php/jodi/article/view/1605/1766', 'type': 'Help documentation'}, {'url': 'http://or2013.net/sessions/sharing-data-rich-research-through-repository-layering/', 'type': 'Help documentation'}]]","[2006.0, nan]","[[{'name': 'storage micro-service', 'type': 'data versioning'}]]","[[{'url': 'https://www.re3data.org/repository/r3d100010747', 'name': 're3data:r3d100010747', 'portal': 're3data'}, {'url': 'https://scicrunch.org/resolver/RRID:SCR_000642', 'name': 'SciCrunch:RRID:SCR_000642', 'portal': 'SciCrunch'}]]","[['biodbcore-000617', 'bsg-d000617']]",['Database'],['repository'],"[['Humanities', 'Social Science', 'Mathematics', 'Computer Science', 'Biomedical Science', 'Physics']]",[['Teaching material']],[['All']],[[]],[['United States']],['FAIRsharing record for: Merritt'],['Merritt'],['https://fairsharing.org/10.25504/FAIRsharing.pkm8j3'],['10.25504/FAIRsharing.pkm8j3'],['https://creativecommons.org/licenses/by-sa/4.0/. Please link to https://fairsharing.org and https://api.fairsharing.org/img/fairsharing-attribution.svg for attribution.'],"[""This FAIRsharing record describes: Merritt is a curation repository for the preservation of and access to the digital research data of the ten campus University of California system and external project collaborators. Merritt provides persistent identifiers, storage replication, fixity audit, complete version history, REST API, a comprehensive metadata catalog for discovery, ATOM-based syndication, and curatorially-defined collections, access control rules, and data use agreements (DUAs). Merritt content upload and download may each be curatorially-designated as public or restricted. Merritt DOIs are provided by UC3's EZID service, which is integrated with DataCite. All DOIs and associated metadata are automatically registered with DataCite and are harvested by Ex Libris PRIMO and Thomson Reuters Data Citation Index (DCI) for high-level discovery. 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The resource contains over 30 fully sequenced and annotated genomes, with genomic sequence from multiple strains available for variant detection and copy number variation analysis. In addition to genomic sequence data, ToxoDB contains functional genomic datasets including microarray, RNAseq, proteomics, ChIP-seq, and phenotypic data. 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ASCL is covered by Elsevier. The ASCL is a free online curated registry of source codes used to produce research results in astrophysics and astronomy. It is a growing resource, with new additions every month. Submissions by code authors are vetted by ASCL editors. 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Using the simple structure of PseudoBase, Texas university designed a new shell around the data of PseudoBase for improved access. It provides more extensive and improved searching capabilities and more and better presentations for viewing the knotted RNA's. 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The FlyBase consortium.', 'year': 1997, 'url': 'http://doi.org/10.1093/nar/25.1.63', 'authors': 'Gelbart WM,Crosby M,Matthews B,Rindone WP,Chillemi J,Russo Twombly S,Emmert D,Ashburner M,Drysdale RA,Whitfield E,Millburn GH,de Grey A,Kaufman T,Matthews K,Gilbert D,Strelets V,Tolstoshev C', 'journal': 'Nucleic Acids Research', 'doi': '10.1093/nar/25.1.63', 'created_at': '2021-09-30T08:22:45.679Z', 'updated_at': '2021-09-30T11:28:44.216Z'}, {'id': 242, 'pubmed_id': 18160408, 'title': 'FlyBase: integration and improvements to query tools.', 'year': 2007, 'url': 'http://doi.org/10.1093/nar/gkm930', 'authors': 'Wilson RJ., Goodman JL., Strelets VB.,', 'journal': 'Nucleic Acids Res.', 'doi': '10.1093/nar/gkm930', 'created_at': '2021-09-30T08:22:46.191Z', 'updated_at': '2021-09-30T08:22:46.191Z'}, {'id': 243, 'pubmed_id': 17099233, 'title': 'FlyBase: genomes by the dozen.', 'year': 2006, 'url': 'http://doi.org/10.1093/nar/gkl827', 'authors': 'Crosby MA., Goodman JL., Strelets VB., Zhang P., Gelbart WM.,', 'journal': 'Nucleic Acids Res.', 'doi': '10.1093/nar/gkl827', 'created_at': '2021-09-30T08:22:46.307Z', 'updated_at': '2021-09-30T08:22:46.307Z'}, {'id': 776, 'pubmed_id': 24234449, 'title': 'FlyBase 102--advanced approaches to interrogating FlyBase.', 'year': 2013, 'url': 'http://doi.org/10.1093/nar/gkt1092', 'authors': 'St Pierre SE,Ponting L,Stefancsik R,McQuilton P', 'journal': 'Nucleic Acids Research', 'doi': '10.1093/nar/gkt1092', 'created_at': '2021-09-30T08:23:45.509Z', 'updated_at': '2021-09-30T11:28:50.967Z'}, {'id': 842, 'pubmed_id': 11752267, 'title': 'The FlyBase database of the Drosophila genome projects and community literature.', 'year': 2001, 'url': 'http://doi.org/10.1093/nar/30.1.106', 'authors': 'The FlyBase Consortium', 'journal': 'Nucleic Acids Research', 'doi': '10.1093/nar/30.1.106', 'created_at': '2021-09-30T08:23:52.942Z', 'updated_at': '2021-09-30T11:28:53.776Z'}, {'id': 843, 'pubmed_id': 9399806, 'title': 'FlyBase: a Drosophila database.', 'year': 1998, 'url': 'http://doi.org/10.1093/nar/26.1.85', 'authors': 'The FlyBase Consortium', 'journal': 'Nucleic Acids Research', 'doi': '10.1093/nar/26.1.85', 'created_at': '2021-09-30T08:23:53.043Z', 'updated_at': '2021-09-30T11:28:53.885Z'}, {'id': 857, 'pubmed_id': 7937045, 'title': 'FlyBase--the Drosophila database', 'year': 1994, 'url': 'http://doi.org/10.1093/nar/22.17.3456', 'authors': 'The FlyBase Consortium', 'journal': 'Nucleic Acids Research', 'doi': '10.1093/nar/22.17.3456', 'created_at': '2021-09-30T08:23:54.635Z', 'updated_at': '2021-09-30T11:28:54.084Z'}, {'id': 859, 'pubmed_id': 9847148, 'title': 'The FlyBase database of the Drosophila Genome Projects and community literature.', 'year': 1998, 'url': 'http://doi.org/10.1093/nar/27.1.85', 'authors': 'The FlyBase Consortium', 'journal': 'Nucleic Acids Research', 'doi': '10.1093/nar/27.1.85', 'created_at': '2021-09-30T08:23:54.902Z', 'updated_at': '2021-09-30T11:28:54.176Z'}, {'id': 861, 'pubmed_id': 8594600, 'title': 'FlyBase: the Drosophila database.', 'year': 1996, 'url': 'http://doi.org/10.1093/nar/24.1.53', 'authors': 'The FlyBase Consortium', 'journal': 'Nucleic Acids Research', 'doi': '10.1093/nar/24.1.53', 'created_at': '2021-09-30T08:23:55.118Z', 'updated_at': '2021-09-30T11:28:54.267Z'}, {'id': 878, 'pubmed_id': 16381917, 'title': 'FlyBase: anatomical data, images and queries.', 'year': 2005, 'url': 'http://doi.org/10.1093/nar/gkj068', 'authors': 'Grumbling G,Strelets V', 'journal': 'Nucleic Acids Research', 'doi': '10.1093/nar/gkj068', 'created_at': '2021-09-30T08:23:56.919Z', 'updated_at': '2021-09-30T11:28:54.635Z'}, {'id': 879, 'pubmed_id': 15608223, 'title': 'FlyBase: genes and gene models.', 'year': 2004, 'url': 'http://doi.org/10.1093/nar/gki046', 'authors': 'Drysdale RA,Crosby MA', 'journal': 'Nucleic Acids Research', 'doi': '10.1093/nar/gki046', 'created_at': '2021-09-30T08:23:57.018Z', 'updated_at': '2021-09-30T11:28:54.726Z'}, {'id': 881, 'pubmed_id': 12519974, 'title': 'The FlyBase database of the Drosophila genome projects and community literature.', 'year': 2003, 'url': 'http://doi.org/10.1093/nar/gkg094', 'authors': 'The FlyBase Consortium', 'journal': 'Nucleic Acids Research', 'doi': '10.1093/nar/gkg094', 'created_at': '2021-09-30T08:23:57.244Z', 'updated_at': '2021-09-30T11:28:54.817Z'}, {'id': 1714, 'pubmed_id': 18948289, 'title': 'FlyBase: enhancing Drosophila Gene Ontology annotations.', 'year': 2008, 'url': 'http://doi.org/10.1093/nar/gkn788', 'authors': 'Tweedie S., Ashburner M., Falls K., Leyland P., McQuilton P., Marygold S., Millburn G., Osumi-Sutherland D., Schroeder A., Seal R., Zhang H.,', 'journal': 'Nucleic Acids Res.', 'doi': '10.1093/nar/gkn788.', 'created_at': '2021-09-30T08:25:32.046Z', 'updated_at': '2021-09-30T08:25:32.046Z'}, {'id': 1734, 'pubmed_id': 22127867, 'title': 'FlyBase 101--the basics of navigating FlyBase.', 'year': 2011, 'url': 'http://doi.org/10.1093/nar/gkr1030', 'authors': 'McQuilton P,St Pierre SE,Thurmond J', 'journal': 'Nucleic Acids Research', 'doi': '10.1093/nar/gkr1030', 'created_at': '2021-09-30T08:25:34.362Z', 'updated_at': '2021-09-30T11:29:19.461Z'}, {'id': 1764, 'pubmed_id': 22554788, 'title': 'Directly e-mailing authors of newly published papers encourages community curation.', 'year': 2012, 'url': 'http://doi.org/10.1093/database/bas024', 'authors': 'Bunt SM,Grumbling GB,Field HI,Marygold SJ,Brown NH,Millburn GH', 'journal': 'Database (Oxford)', 'doi': '10.1093/database/bas024', 'created_at': '2021-09-30T08:25:37.912Z', 'updated_at': '2021-09-30T08:25:37.912Z'}, {'id': 1765, 'pubmed_id': 26467478, 'title': 'FlyBase: establishing a Gene Group resource for Drosophila melanogaster.', 'year': 2015, 'url': 'http://doi.org/10.1093/nar/gkv1046', 'authors': 'Attrill H,Falls K,Goodman JL,Millburn GH,Antonazzo G,Rey AJ,Marygold SJ', 'journal': 'Nucleic Acids Research', 'doi': '10.1093/nar/gkv1046', 'created_at': '2021-09-30T08:25:38.019Z', 'updated_at': '2021-09-30T11:29:19.570Z'}, {'id': 1766, 'pubmed_id': 26109357, 'title': 'Gene Model Annotations for Drosophila melanogaster: Impact of High-Throughput Data.', 'year': 2015, 'url': 'http://doi.org/10.1534/g3.115.018929', 'authors': 'Matthews BB,Dos Santos G,Crosby MA,Emmert DB,St Pierre SE,Gramates LS,Zhou P,Schroeder AJ,Falls K,Strelets V,Russo SM,Gelbart WM', 'journal': 'G3 (Bethesda)', 'doi': '10.1534/g3.115.018929', 'created_at': '2021-09-30T08:25:38.121Z', 'updated_at': '2021-09-30T08:25:38.121Z'}, {'id': 1791, 'pubmed_id': 26109356, 'title': 'Gene Model Annotations for Drosophila melanogaster: The Rule-Benders.', 'year': 2015, 'url': 'http://doi.org/10.1534/g3.115.018937', 'authors': 'Crosby MA,Gramates LS,Dos Santos G,Matthews BB,St Pierre SE,Zhou P,Schroeder AJ,Falls K,Emmert DB,Russo SM,Gelbart WM', 'journal': 'G3 (Bethesda)', 'doi': '10.1534/g3.115.018937', 'created_at': '2021-09-30T08:25:41.013Z', 'updated_at': '2021-09-30T08:25:41.013Z'}, {'id': 2422, 'pubmed_id': 29761468, 'title': 'Using FlyBase to Find Functionally Related Drosophila Genes.', 'year': 2018, 'url': 'http://doi.org/10.1007/978-1-4939-7737-6_16', 'authors': 'Rey AJ,Attrill H,Marygold SJ', 'journal': 'Methods Mol Biol', 'doi': '10.1007/978-1-4939-7737-6_16', 'created_at': '2021-09-30T08:26:57.178Z', 'updated_at': '2021-09-30T08:26:57.178Z'}, {'id': 2423, 'pubmed_id': 27799470, 'title': 'FlyBase at 25: looking to the future.', 'year': 2016, 'url': 'http://doi.org/10.1093/nar/gkw1016', 'authors': 'Gramates LS,Marygold SJ,Santos GD,Urbano JM,Antonazzo G,Matthews BB,Rey AJ,Tabone CJ,Crosby MA,Emmert DB,Falls K,Goodman JL,Hu Y,Ponting L,Schroeder AJ,Strelets VB,Thurmond J,Zhou P', 'journal': 'Nucleic Acids Research', 'doi': '10.1093/nar/gkw1016', 'created_at': '2021-09-30T08:26:57.342Z', 'updated_at': '2021-09-30T11:29:35.796Z'}, {'id': 2424, 'pubmed_id': 30364959, 'title': 'FlyBase 2.0: the next generation.', 'year': 2018, 'url': 'http://doi.org/10.1093/nar/gky1003', 'authors': 'Thurmond J,Goodman JL,Strelets VB,Attrill H,Gramates LS,Marygold SJ,Matthews BB,Millburn G,Antonazzo G,Trovisco V,Kaufman TC,Calvi BR', 'journal': 'Nucleic Acids Research', 'doi': '10.1093/nar/gky1003', 'created_at': '2021-09-30T08:26:57.452Z', 'updated_at': '2021-09-30T11:29:35.895Z'}, {'id': 2451, 'pubmed_id': 27930807, 'title': 'Exploring FlyBase Data Using QuickSearch.', 'year': 2016, 'url': 'http://doi.org/10.1002/cpbi.19', 'authors': 'Marygold SJ,Antonazzo G,Attrill H,Costa M,Crosby MA,Dos Santos G,Goodman JL,Gramates LS,Matthews BB,Rey AJ,Thurmond J', 'journal': 'Curr Protoc Bioinformatics', 'doi': '10.1002/cpbi.19', 'created_at': '2021-09-30T08:27:00.586Z', 'updated_at': '2021-09-30T08:27:00.586Z'}, {'id': 2480, 'pubmed_id': 26935103, 'title': 'FlyBase portals to human disease research using Drosophila models.', 'year': 2016, 'url': 'http://doi.org/10.1242/dmm.023317', 'authors': 'Millburn GH,Crosby MA,Gramates LS,Tweedie S', 'journal': 'Dis Model Mech', 'doi': '10.1242/dmm.023317', 'created_at': 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Thank you.'],['0'],['0'],['0'],['87'],"['0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,60,68,87,87,87,87,87,87,87']",[],[],[],[],"[['celestial', 'roarmap', 'opendoar']]","[['2094', '1707', '327']]","[['celestial', 'roarmap', 'opendoar']]",[],[],[],[],[],[],[],[],[],[],['roar_2405'],"{'OpenDOAR', 'roar'}" -669,dedup::593e3aee5ec83f8ce12bed456e396681,"['https://fairsharing.org/10.25504/FAIRsharing.1y63n8', 'opendoar::4296', 're3data::r3d100010101']","['2372', '4296', 'r3d100010101']","['MorphoBank', 'morphobank', 'MorphoBank']","['FAIRsharing', 'OpenDOAR', 're3data']","['FAIRsharing_2372', 'OpenDOAR_4296', 're3data_r3d100010101']",['2372'],['fairsharing-records'],['2016-12-07T22:02:32.000Z'],['2021-12-06T10:47:47.738Z'],['10.25504/FAIRsharing.1y63n8'],['MorphoBank'],['ready'],"[[{'contact-name': 'Tanya Berardini', 'contact-email': 'tberardini@phoenixbioinformatics.org', 'contact-orcid': '0000-0002-3837-8864'}]]",['https://morphobank.org/'],"[2372.0, nan, nan]","['MorphoBank provides a digital archive of biodiversity and evolutionary research data, specifically systematics (the science of determining the evolutionary relationships among species). 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Please link to https://fairsharing.org and https://api.fairsharing.org/img/fairsharing-attribution.svg for attribution.'],"['This FAIRsharing record describes: MorphoBank provides a digital archive of biodiversity and evolutionary research data, specifically systematics (the science of determining the evolutionary relationships among species). MorphoBank aids development of the Tree of Life - the genealogy of all living and extinct species. Heritable features - both genotypes (e.g., DNA sequences) and phenotypes (e.g., anatomy, behavior, physiology) are stored as part of the Tree of Life project. While the genomic part of this work is archived at the National Center for Biotechnology Information (NCBI), MorphoBank is part of the infrastructure for storing and sharing phenotype data, including information on anatomy, physiology, behavior and other features of species. 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A. and Kaufman, S."", 'journal': 'Cladistics, 27: 529–537', 'doi': '10.1111/j.1096-0031.2011.00355.x', 'created_at': '2021-09-30T08:28:18.549Z', 'updated_at': '2021-09-30T08:28:18.549Z'}]]","[[{'licence-name': 'Creative Commons CC0 1.0 Universal (CC0 1.0) Public Domain Dedication', 'licence-id': 196, 'link-id': 2160, 'relation': 'undefined'}, {'licence-name': 'Creative Commons Attribution 4.0 International (CC BY 4.0)', 'licence-id': 167, 'link-id': 2161, 'relation': 'undefined'}, {'licence-name': 'MorphoBank Terms of Use', 'licence-id': 521, 'link-id': 2162, 'relation': 'undefined'}]]",[None],[],[],[],[],[],[],[],[],"[[{'url': 'https://morphobank.org/index.php/About/api', 'name': 'MorphoBank API', 'type': 'REST'}]]",[],[],[],[],[],[],[],[],[],[],[],['FAIRsharing_2372'],['r3d100010101'],['MorphoBank'],['eng'],"[[{'additionalName': 'Homology of phenotypes over the web', 'additionalNameLanguage': 'eng'}, {'additionalName': 'MorphoBank Project', 'additionalNameLanguage': 'eng'}]]",['https://morphobank.org/'],"[['FAIRsharing_DOI:10.25504/FAIRsharing.1y63n8', 'RRID:SCR_003213', 'RRID:nlx_156938']]","['[""https://morphobank.org/index.php/Contact/Index""]']","['MorphoBank is a web application with tools and archives for evolutionary research, specifically systematics (the science of determining the evolutionary relationships among species). 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MorphoBank was developed specifically to provide much needed tools for the expansion and modernization of phylogenetic work on the phenotype']",['eng'],[['disciplinary']],"['{""size"": ""636 projects; 106.481 images; 888 matrices"", ""updatedp"": ""2018-10-05""}']",['2002'],[],"['[""eng""]']","[[{'name': '2 Life Sciences', 'scheme': 'DFG'}, {'name': '203 Zoology', 'scheme': 'DFG'}, {'name': '20301 Systematics and Morphology', 'scheme': 'DFG'}, {'name': '20302 Evolution, Anthropology', 'scheme': 'DFG'}, {'name': '21 Biology', 'scheme': 'DFG'}, {'name': '3 Natural Sciences', 'scheme': 'DFG'}, {'name': '314 Geology and Palaeontology', 'scheme': 'DFG'}, {'name': '34 Geosciences (including Geography)', 'scheme': 'DFG'}]]",['https://morphobank.org/index.php/FAQ/Index'],"[[{'name': 'Audiovisual data', 'scheme': 'parse'}, {'name': 'Images', 'scheme': 'parse'}, {'name': 'Scientific and statistical data formats', 'scheme': 'parse'}, {'name': 'Standard office documents', 'scheme': 'parse'}, 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Please link to https://fairsharing.org and https://api.fairsharing.org/img/fairsharing-attribution.svg for attribution.'],"['This FAIRsharing record describes: MorphoBank provides a digital archive of biodiversity and evolutionary research data, specifically systematics (the science of determining the evolutionary relationships among species). MorphoBank aids development of the Tree of Life - the genealogy of all living and extinct species. Heritable features - both genotypes (e.g., DNA sequences) and phenotypes (e.g., anatomy, behavior, physiology) are stored as part of the Tree of Life project. While the genomic part of this work is archived at the National Center for Biotechnology Information (NCBI), MorphoBank is part of the infrastructure for storing and sharing phenotype data, including information on anatomy, physiology, behavior and other features of species. 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The Population Health Data Archive (PHDA) is developed by NPHDC relying on the Institute of Medical Information, Chinese Academy of Medical Sciences. PHDA mainly receives scientific data from science and technology projects supported by the national budget, and also collects data from other multiple sources such as medical and health institutions, research institutions and social individuals, which is oriented to the national big data strategy and the healthy China strategy. The data resources cover basic medicine, clinical medicine, public health, traditional Chinese medicine and pharmacy, pharmacy, population and reproduction. PHDA supports data collection, archiving, processing, storage, curation, verification, certification and release in the field of population health. Provide multiple types of data sharing and application services for different hierarchy users and help them find, access, interoperate and reuse the data in a safe and controlled environment. PHDA provides important support for promoting the open sharing of scientific data of population health and domestic and foreign cooperation.']",['PHDA'],"[[{'url': 'http://www.ncmi.cn/phda/support.html?type=aboutus', 'name': 'Contact', 'type': 'Contact form'}, {'url': 'https://www.ncmi.cn/phda/support.html?type=guide05', 'name': 'Support', 'type': 'Help documentation'}, {'url': 'https://www.ncmi.cn/phda/video_list.html', 'name': 'Training', 'type': 'Training documentation'}]]","[nan, 2017.0]",[],"[[{'url': 'https://www.re3data.org/repository/r3d100013199', 'name': 're3data:r3d100013199', 'portal': 're3data'}]]","[['biodbcore-001377', 'bsg-d001377']]",['Database'],['repository'],"[['Medicine', 'Genomics', 'Reproductive Health', 'Clinical Studies', 'Public Health', 'Proteomics', 'Human Genetics', 'Pharmacy', 'Life Science']]",[[]],[['Homo sapiens']],[[]],[['China']],['FAIRsharing record for: Population Health Data Archive'],['PHDA'],['https://fairsharing.org/10.25504/FAIRsharing.Xb3LBL'],['10.25504/FAIRsharing.Xb3LBL'],['https://creativecommons.org/licenses/by-sa/4.0/. 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The Astromaterials Data System is operated at the Lamont-Doherty Earth Observatory of Columbia University as part of a suite of data systems for Earth and planetary sample data (chemical, mineralogical, and petrological observations), including EarthChem, the System for Earth Sample Registration, and the Library of Experimental Phase Relations.']",['AstroMat'],"[[{'url': 'https://www.astromat.org/news/', 'name': 'News', 'type': 'Blog/News'}, {'url': 'info@astromat.org', 'name': 'General Information', 'type': 'Support email'}, {'url': 'http://www.astromat.org/submit-data/submission-guidelines/', 'name': 'Submission guidelines', 'type': 'Help documentation'}, {'url': 'https://twitter.com/AstromatData', 'name': '@AstromatData', 'type': 'Twitter'}]]","[2019.0, nan]","[[{'url': 'https://repo.astromat.org/astro_search.php', 'name': 'AstroRepo Search', 'type': 'data access'}, {'url': 'http://www.astromat.org/submit-data/submission-guidelines/', 'name': 'AstroRepo Curation procedure & policies', 'type': 'data curation'}, {'url': 'http://www.astromat.org/submit-data/submission-guidelines/', 'name': 'AstroRepo Curation data release policy', 'type': 'data release'}, {'url': 'http://www.astromat.org/submit-data/templates/', 'name': 'AstroRepo Submission Templates', 'type': 'data curation'}]]","[[{'url': 'https://www.re3data.org/repository/r3d100013429', 'name': 're3data:r3d100013429', 'portal': 're3data'}]]","[['biodbcore-001627', 'bsg-d001627']]",['Database'],['repository'],"[['Geochemistry', 'Astrophysics and Astronomy']]",[[]],[['Not applicable']],"[['astromaterials', 'cosmochemistry', 'Lunar', 'Meteorites', 'planetary science', 'space science']]",[['United States']],['FAIRsharing record for: Astromaterials Data System'],['AstroMat'],['https://fairsharing.org/10.25504/FAIRsharing.tYYt1o'],['10.25504/FAIRsharing.tYYt1o'],['https://creativecommons.org/licenses/by-sa/4.0/. 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After approximately fifteen years of microarray-centric research service, the Stanford Microarray Database has been retired. We apologize for any inconvenience; please read below for possible resolutions to your queries. If you are looking for any raw data that was directly linked to SMD from a manuscript, please search one of the public repositories. NCBI Gene Expression Omnibus EBI ArrayExpress All published data were previously communicated to one (or both) of the public repositories. Alternatively, data for publications between 1997 and 2004 were likely migrated to the Princeton University MicroArray Database, and are accessible there. 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Please link to https://fairsharing.org and https://api.fairsharing.org/img/fairsharing-attribution.svg for attribution.'],"['This FAIRsharing record describes: The Crystallography Open Database (COD) is a project that aims to gather all available inorganic, metal-organic and small organic molecule structural data in one database.']","[[{'id': 760, 'pubmed_id': 22070882, 'title': 'Crystallography Open Database (COD): an open-access collection of crystal structures and platform for world-wide collaboration.', 'year': 2011, 'url': 'http://doi.org/10.1093/nar/gkr900', 'authors': 'Gražulis S., Daškevič A., Merkys A., Chateigner D., Lutterotti L., Quirós M., Serebryanaya NR., Moeck P., Downs RT., Le Bail A.,', 'journal': 'Nucleic Acids Res.', 'doi': '10.1093/nar/gkr900', 'created_at': '2021-09-30T08:23:43.712Z', 'updated_at': '2021-09-30T08:23:43.712Z'}, {'id': 789, 'pubmed_id': None, 'title': 'Validation of the Crystallography Open Database using the Crystallographic Information Framework.', 'year': 2021, 'url': 'https://doi.org/10.1107/S1600576720016532', 'authors': 'Vaitkus, A., Merkys, A. & Gražulis, S.', 'journal': 'Journal of Applied Crystallography', 'doi': None, 'created_at': '2021-09-30T08:23:46.970Z', 'updated_at': '2021-09-30T08:23:46.970Z'}, {'id': 1229, 'pubmed_id': 26937241, 'title': 'COD::CIF::Parser: an error-correcting CIF parser for the Perl language.', 'year': 2016, 'url': 'http://doi.org/10.1107/S1600576715022396', 'authors': 'Merkys A,Vaitkus A,Butkus J,Okulic-Kazarinas M,Kairys V,Grazulis S', 'journal': 'J Appl Crystallogr', 'doi': '10.1107/S1600576715022396', 'created_at': '2021-09-30T08:24:37.091Z', 'updated_at': '2021-09-30T08:24:37.091Z'}, {'id': 1232, 'pubmed_id': 26089747, 'title': 'Computing stoichiometric molecular composition from crystal structures.', 'year': 2015, 'url': 'http://doi.org/10.1107/S1600576714025904', 'authors': 'Grazulis S,Merkys A,Vaitkus A,Okulic-Kazarinas M', 'journal': 'J Appl Crystallogr', 'doi': '10.1107/S1600576714025904', 'created_at': '2021-09-30T08:24:37.406Z', 'updated_at': '2021-09-30T08:24:37.406Z'}, {'id': 2472, 'pubmed_id': 22477773, 'title': 'Crystallography Open Database - an open-access collection of crystal structures.', 'year': 2009, 'url': 'http://doi.org/10.1107/S0021889809016690', 'authors': 'Grazulis S,Chateigner D,Downs RT,Yokochi AF,Quiros M,Lutterotti L,Manakova E,Butkus J,Moeck P,Le Bail A', 'journal': 'J Appl Crystallogr', 'doi': '10.1107/S0021889809016690', 'created_at': '2021-09-30T08:27:03.119Z', 'updated_at': '2021-09-30T08:27:03.119Z'}]]",[[]],[None],[],[],[],[],[],[],[],[],"[[{'url': 'https://wiki.crystallography.net/RESTful_API/', 'name': 'API Description', 'type': 'REST'}]]",[],[],[],[],[],[],[],[],[],[],[],['FAIRsharing_1562'],['r3d100010213'],['Crystallography Open Database'],['eng'],"[[{'additionalName': 'COD', 'additionalNameLanguage': 'eng'}]]",['http://www.crystallography.net/cod/'],"[['FAIRsharing_doi:10.25504/FAIRsharing.7mm5g5', 'RRID:SCR_005874', 'RRID:nlx_149430']]","['[""cod-bugs@ibt.lt"", ""http://www.ch.cam.ac.uk/person/pm286""]']","['Including data and software from CrystalEye is this a open-access collection of crystal structures of organic, inorganic, metal-organic compounds and minerals, excluding biopolymers. At present, this is the most comprehensive open resource for small molecule structures, freely available to all scientists in Lithuania and worldwide. Including data and software from CrystalEye, developed by Nick Day at the department of Chemistry, the University of Cambridge under supervision of Peter Murray-Rust.']",['eng'],[['disciplinary']],"['{""size"": ""400.188 entries"", ""updatedp"": ""2018-11-09""}']",['2003-03-5'],[],"['[""eng""]']","[[{'name': '3 Natural Sciences', 'scheme': 'DFG'}, {'name': '316 Geochemistry, Mineralogy and Crystallography', 'scheme': 'DFG'}, {'name': '31601 Geochemistry, Mineralogy and Crystallography', 'scheme': 'DFG'}, {'name': '32 Physics', 'scheme': 'DFG'}, {'name': '34 Geosciences (including Geography)', 'scheme': 'DFG'}]]",['http://wiki.crystallography.net/howtoobtaincod/'],"[[{'name': 'Archived data', 'scheme': 'parse'}, {'name': 'Plain text', 'scheme': 'parse'}, {'name': 'Scientific and statistical data formats', 'scheme': 'parse'}, {'name': 'Standard office documents', 'scheme': 'parse'}, {'name': 'Structured graphics', 'scheme': 'parse'}]]",[['dataProvider']],"[['crystal structure', 'inorganic compounds', 'metal-organic compound', 'minerals', 'organic compounds', 'polymer', 'polymorphism']]","[[{'institutionName': 'European journal of mineralogy', 'institutionAdditionalName': ['EJM'], 'institutionCountry': 'DEU', 'responsabilityType': ['funding'], 'institutionType': 'commercial', 'institutionURL': 'http://www.schweizerbart.de/journals/ejm', 'institutionIdentifier': [], 'responsibilityStartDate': '', 'responsibilityEndDate': '', 'institutionContact': []}, {'institutionName': 'International Union of Crystallography', 'institutionAdditionalName': ['IUCr'], 'institutionCountry': 'GBR', 'responsabilityType': ['funding'], 'institutionType': 'non-profit', 'institutionURL': 'http://www.iucr.org', 'institutionIdentifier': ['ROR:00vdend65'], 'responsibilityStartDate': '', 'responsibilityEndDate': '', 'institutionContact': []}, {'institutionName': 'Mineralogical Society of America', 'institutionAdditionalName': ['MSA'], 'institutionCountry': 'USA', 'responsabilityType': ['funding'], 'institutionType': 'non-profit', 'institutionURL': 'http://www.minsocam.org', 'institutionIdentifier': ['ROR:04zyakw81'], 'responsibilityStartDate': '', 'responsibilityEndDate': '', 'institutionContact': []}, {'institutionName': 'Mineralogical Society of Canada', 'institutionAdditionalName': ['MAC'], 'institutionCountry': 'CAN', 'responsabilityType': ['funding'], 'institutionType': 'non-profit', 'institutionURL': 'http://www.mineralogicalassociation.ca/', 'institutionIdentifier': [], 'responsibilityStartDate': '', 'responsibilityEndDate': '', 'institutionContact': []}, {'institutionName': 'National Science Foundation', 'institutionAdditionalName': ['NSF'], 'institutionCountry': 'USA', 'responsabilityType': ['funding'], 'institutionType': 'non-profit', 'institutionURL': 'https://www.nsf.gov/', 'institutionIdentifier': ['ROR:021nxhr62'], 'responsibilityStartDate': '', 'responsibilityEndDate': '', 'institutionContact': []}, {'institutionName': 'Research Council of Lithuania', 'institutionAdditionalName': ['Lietuvos mokslo taryba'], 'institutionCountry': 'LTU', 'responsabilityType': ['funding'], 'institutionType': 'non-profit', 'institutionURL': 'https://www.lmt.lt/en/', 'institutionIdentifier': ['ROR:02gs16m83'], 'responsibilityStartDate': '2010', 'responsibilityEndDate': '2011', 'institutionContact': []}, {'institutionName': 'University of Vilnius, Institute of Biotechnology, COD Advisory Board', 'institutionAdditionalName': ['Vilniaus Universitetas, Biotechnologijos institutas'], 'institutionCountry': 'LTU', 'responsabilityType': ['funding', 'general', 'technical'], 'institutionType': 'non-profit', 'institutionURL': 'http://www.ibt.lt/en/laboratories/department-of-protein---dna-interactions/projects/cod_en.html', 'institutionIdentifier': [], 'responsibilityStartDate': '2003', 'responsibilityEndDate': '', 'institutionContact': ['cod-bugs@ibt.lt']}]]","['[{""policyName"": ""COD redeposition policy"", ""policyURL"": ""http://wiki.crystallography.net/codredepositionpolicy/""}]']","[' {""databaseAccessType"": ""open"", ""databaseAccessRestriction"": ""[]""}']",['[]'],"['[{""dataAccessType"": ""open"", ""dataAccessRestriction"": []}]']","['[{""dataLicenseName"": ""Public Domain"", ""dataLicenseURL"": ""http://wiki.crystallography.net/howtoobtaincod/""}]']",['restricted'],"['[{""dataUploadLicenseName"": ""How to deposit your data to the COD"", ""dataUploadLicenseURL"": ""http://wiki.crystallography.net/depositingtocod/""}]']","['[""MySQL""]']",['yes'],"['{""api"": ""http://wiki.crystallography.net/RESTful_API/"", ""apiType"": ""REST""}']",['[]'],['http://wiki.crystallography.net/cod/citing/'],['[]'],['no'],['yes'],['[]'],"['[{""metadataStandardName"": ""CIF - 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Most of the mineral data is obtained from the American Mineralogist Crystal Structure Database (AMCSD) r3d10010765, donated by its maintainer and COD co-founder Robert M. Downs. Structures of biological macromolecules are available at the PDB, re3data100010327. The database was founded by Armel Le Bail, Lachlan Cranswick, Michael Berndt, Luca Lutterotti and Robert M. Downs in February 2003 as a response to Michael Berndt’s letter published in the Structure Determination by Powder Diffractometry (SDPD) mailing list. Since December 2007 the main database server is maintained and new software is developed in the Vilnius University Institute of Biotechnology by Saulius Gražulis and Andrius Merkys, and has now over 200 thousand records describing structures published in major crystallographic and chemical peer-reviewed journals. Content of Crystaleye has moved to Crystallography Open Database.']",['2013-02-22'],['2021-09-02'],['re3data_r3d100010213'],['418'],"['{""name"": ""crystallography open database"", ""language"": ""en""}']",[[{'acronym': 'cod'}]],['http://www.crystallography.net/'],"[nan, nan, nan, nan]",['disciplinary'],['[]'],['2022-01-12 15:34:59'],['2006-08-03 16:16:25'],"[['engineering', 'science']]",[['datasets']],"[[{'name': 'université du maine, le mans-laval', 'alternativeName': '', 'country': 'fr', 'url': 'http://www.univ-lemans.fr/', 'identifier': [], 'location': {'latitude': '', 'longiture': ''}}]]",['[]'],"['{""name"": """", ""version"": """"}']",[],['yes'],"[nan, nan, nan, nan]","[nan, nan, nan, nan]","[nan, nan, 357597.0, nan]",['OpenDOAR_418'],['269'],['377'],['archive'],['1'],"[nan, nan, nan, nan]","[nan, nan, nan, nan]",['disk0/00/00/02/69'],['2010-01-06 13:44:07'],['2011-07-06 08:19:16'],['2010-01-06 13:44:07'],['database'],[],"[nan, nan, nan, nan]",['show'],"[nan, nan, nan, nan]","[nan, nan, nan, nan]","[nan, nan, nan, nan]","[nan, nan, nan, nan]",[],[],[],[],[],"[nan, nan, nan, nan]","[nan, nan, nan, nan]","[nan, nan, nan, nan]",['0'],"[nan, nan, nan, nan]","[nan, nan, nan, nan]",[],['http://www.crystallography.net/'],['Crystallography Open Database'],[],[],[],[],[],[],[],[],[],[],['fr'],[],[],[],['other'],['geoname_2_FR'],['other'],[],['2006-01-27 10:33:00'],[],[],[],[],[],[],[],[],[],[],[],['opendoar'],['418'],[],[],[],[],[],[],[],[],[],[],[],['roar_269'],"{'FAIRsharing', 're3data', 'OpenDOAR', 'roar'}" +808,dedup::69a8523b772c17c2f13cd6740b978eff,"['https://fairsharing.org/10.25504/FAIRsharing.83wDfe', 'opendoar::10026', 're3data::r3d100011890']","['2584', '10026', 'r3d100011890']","['Ag Data Commons', 'ag data commons', 'Ag Data Commons']","['FAIRsharing', 'OpenDOAR', 're3data']","['FAIRsharing_2584', 'OpenDOAR_10026', 're3data_r3d100011890']",['2584'],['fairsharing-records'],['2018-03-05T17:22:43.000Z'],['2021-12-06T10:48:07.679Z'],['10.25504/FAIRsharing.83wDfe'],['Ag Data Commons'],['ready'],"[[{'contact-name': 'Cynthia Parr', 'contact-email': 'Cynthia.Parr@ARS.USDA.GOV', 'contact-orcid': '0000-0002-8870-7099'}]]",['https://data.nal.usda.gov/'],"[2584.0, nan, nan]","['The Ag Data Commons is a public, government, scientific research data catalog and repository available to help the agricultural research community share and discover research data funded by the United States Department of Agriculture and meet Federal open access requirements. Ag Data Commons holds data files managed directly by NAL and also links to datasets and resources located on other websites. The Ag Data Commons provides access to a wide variety of open data relevant to agricultural research and related domains. These may include subjects such as agronomy, genomics, hydrology, soils, agro-ecosystems, sustainability science, and economic statistics. 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Please link to https://fairsharing.org and https://api.fairsharing.org/img/fairsharing-attribution.svg for attribution.'],"['This FAIRsharing record describes: The Ag Data Commons is a public, government, scientific research data catalog and repository available to help the agricultural research community share and discover research data funded by the United States Department of Agriculture and meet Federal open access requirements. Ag Data Commons holds data files managed directly by NAL and also links to datasets and resources located on other websites. The Ag Data Commons provides access to a wide variety of open data relevant to agricultural research and related domains. These may include subjects such as agronomy, genomics, hydrology, soils, agro-ecosystems, sustainability science, and economic statistics. Ag Data Commons was created to foster innovative data re-use, integration, and visualization to support bigger, better science and policy.']",[[]],"[[{'licence-name': 'Creative Commons Attribution-ShareAlike 1.0 Generic (CC BY-SA 1.0)', 'licence-id': 188, 'link-id': 2168, 'relation': 'undefined'}, {'licence-name': 'Creative Commons Attribution 3.0 United States (CC BY 3.0 US)', 'licence-id': 165, 'link-id': 2169, 'relation': 'undefined'}, {'licence-name': 'Creative Commons Attribution 2.0 Generic (CC BY 2.0)', 'licence-id': 157, 'link-id': 2170, 'relation': 'undefined'}, {'licence-name': 'Open Data Commons (ODC) Public Domain Dedication and Licence (PDDL) 1.0', 'licence-id': 620, 'link-id': 2171, 'relation': 'undefined'}, {'licence-name': 'Ag Data Commons Terms of Service', 'licence-id': 16, 'link-id': 2172, 'relation': 'undefined'}]]",[None],[],"[[{'url': 'https://data.nal.usda.gov/nal-terms/computer-software', 'name': 'Software and Tools'}]]",[],[],[],[],[],[],"[[{'url': 'http://dkan.readthedocs.io/en/latest/apis/datastore-api.html', 'name': 'DKAN Datastore API -- allows access to the data resources in the Ag Data Commons datastore', 'type': 'REST'}, {'url': 'https://data.nal.usda.gov/ars_api', 'name': 'ARS National Program API -- makes available metadata about the National Programs of published USDA/ARS datasets on Ag Data Commons.', 'type': 'REST'}, {'url': 'https://data.nal.usda.gov/data.json', 'name': 'JSON listing of all datasets in Ag Data Commons [Note: it may take a few moments to load]', 'type': 'REST'}]]",[],[],[],[],[],[],[],[],[],[],[],['FAIRsharing_2584'],['r3d100011890'],['Ag Data Commons'],['eng'],"[[{'additionalName': 'USDA’s Open Research Data', 'additionalNameLanguage': 'eng'}]]",['https://data.nal.usda.gov'],[['FAIRsharing_doi:10.25504/FAIRsharing.83wDfe']],"['[""NAL-ADC-Curator@usda.gov"", ""nino.chkhenkeli@usda.gov""]']","['Ag Data Commons provides access to a wide variety of open data relevant to agricultural research. 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It includes all aspects of the science, technology, management and conservation of these environments, their organisms and resources, and the economic, sociological and legal aspects. It is complementary to OceanDocs, which is supported by the Intergovernmental Oceanographic Commission (IOC) specifically to collect, preserve and facilitate access to all research output from members of their Ocean Data and Information Networks (ODINS). The records of both repositories are harvested by Avano which aggregates records from marine and aquatic repositories around the World. ']",['TRUE'],['TRUE'],['FALSE'],['International Association of Aquatic and Marine Science Libraries and Information Centers'],['http://www.iamslic.org/'],['us'],[],[],[],['eprints'],['geoname_2_US'],['3.3.15 eps'],"[['QE', 'QH', 'QL', 'GE', 'GC']]",['2007-08-29 17:17:14'],[],"[""This is a revised record for ROAR ID 54, but we have mislaid the id and pw for the original registration. We have a new Host location. Please replace ROAR ID 54 with this record. Old 54 is showing totally wrong stats. eg. Repository items= 8742 within AC Repository items =5100 - why would there be this discrepancy?. Plus no record is metadata only and yet you show in old 54 only 518 document.\n\nThe Birth date therefore should be the original 2007 of ID 54 not today's date.\n\nthanks Pauline Simpson""]",['0'],['0'],['0'],['100'],"['0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,100,100,100,100,100,100,100,100,100']",[],[],[],[],"[['celestial', 'opendoar']]","[['4572', '1022']]",[],[],[],[],[],[],[],[],[],[],[],['roar_3969'],"{'OpenDOAR', 'roar'}" 863,dedup::737f8314daa4aba117418d26a5497fd1,"['re3data::r3d100010068', 'https://fairsharing.org/fairsharing_records/3068']","['r3d100010068', '3068']","['World Data Centre for Greenhouse Gases', 'World Data Centre for Greenhouse Gases']","['re3data', 'FAIRsharing']","['re3data_r3d100010068', 'FAIRsharing_3068']",['3068'],['fairsharing-records'],['2020-07-08T10:43:27.000Z'],['2021-12-06T10:47:33.064Z'],[],['World Data Centre for Greenhouse Gases'],['ready'],"[[{'contact-name': 'General contact', 'contact-email': 'wdcgg@met.kishou.go.jp'}]]",['https://gaw.kishou.go.jp/'],"[nan, 3068.0]","['WDCGG serves to collect, archive and distribute data on greenhouse gases (CO2, CH4, CFCs, N2O, etc.) and other related gases (CO, etc.) in the atmosphere and elsewhere as observed under the Global Atmosphere Watch Programme (GAW) programme. 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Air observation at stationary platform (surface) Vertical profile observation of air (tower) Air observation by aircraft (aircraft) Hydrographic sampling or observation of surface seawater and overlying air by ships (ship) Satellite observations (satellite)'],['eng'],[['disciplinary']],"['{""size"": """", ""updatedp"": """"}']",['2001'],[],"['[""eng""]']","[[{'name': '3 Natural Sciences', 'scheme': 'DFG'}, {'name': '313 Atmospheric Science and Oceanography', 'scheme': 'DFG'}, {'name': '31302 Oceanography', 'scheme': 'DFG'}, {'name': '315 Geophysics and Geodesy', 'scheme': 'DFG'}, {'name': '31501 Geophysics', 'scheme': 'DFG'}, {'name': '34 Geosciences (including Geography)', 'scheme': 'DFG'}]]",['https://gaw.kishou.go.jp/about_wdcgg/wdcgg'],"[[{'name': 'Archived data', 'scheme': 'parse'}, {'name': 'Scientific and statistical data formats', 'scheme': 'parse'}, {'name': 'Standard office documents', 'scheme': 'parse'}]]","[['dataProvider', 'serviceProvider']]","[['atmospheric chemistry observations', 'global atmosphere watch', 'greenhouse gases']]","[[{'institutionName': 'Japan Meteorological Agency', 'institutionAdditionalName': ['JMA'], 'institutionCountry': 'JPN', 'responsabilityType': ['general', 'technical'], 'institutionType': 'non-profit', 'institutionURL': 'https://www.jma.go.jp/jma/indexe.html', 'institutionIdentifier': ['ROR:02772kk97'], 'responsibilityStartDate': '1990', 'responsibilityEndDate': '', 'institutionContact': ['wdcgg@met.kishou.go.jp']}, {'institutionName': 'World Meteorological Organization, Global Atmosphere Watch', 'institutionAdditionalName': ['GAW', 'WMO'], 'institutionCountry': 'CHE', 'responsabilityType': ['funding'], 'institutionType': 'non-profit', 'institutionURL': 'https://community.wmo.int/activity-areas/gaw', 'institutionIdentifier': [], 'responsibilityStartDate': '1990', 'responsibilityEndDate': '', 'institutionContact': []}]]","['[{""policyName"": ""GAW Data Policy"", ""policyURL"": ""https://gaw.kishou.go.jp/policy/gaw""}, {""policyName"": ""WDCGG Contributor Manual"", ""policyURL"": ""https://gaw.kishou.go.jp/static/documents/wdcgg_data_submission_manual.pdf""}]']","[' {""databaseAccessType"": ""open"", ""databaseAccessRestriction"": ""[]""}']",['[]'],"['[{""dataAccessType"": ""restricted"", ""dataAccessRestriction"": [""registration""]}]']","['[{""dataLicenseName"": ""other"", ""dataLicenseURL"": ""https://gaw.kishou.go.jp/policy/gaw""}]']",['restricted'],"['[{""dataUploadLicenseName"": ""WDCGG Contributor Manual"", ""dataUploadLicenseURL"": ""https://gaw.kishou.go.jp/static/documents/wdcgg_data_submission_manual.pdf""}]']","['[""unknown""]']",['yes'],"['{""api"": ""https://gaw.kishou.go.jp/static/documents/wdcgg_data_format_table.pdf"", ""apiType"": ""NetCDF""}']","['[""none""]']",['https://gaw.kishou.go.jp/search/gas_species/co2/latest#tab_3'],['[]'],['unknown'],['yes'],['[]'],['[]'],['{}'],"['The World Data Centre for Greenhouse Gases (WDCGG) is one of the WDCs under the Global Atmosphere Watch (GAW) programme of World Meteorological Organization . 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I2D includes data for S. cerevisiae, C. elegans, D. melonogaster, R. norvegicus, M. musculus, and H. sapiens.']",['eng'],[['disciplinary']],"['{""size"": ""687.072 Source Interactions; 619.398 Predicted Interactions; 1.279.157 total Interactions"", ""updatedp"": ""2017-06-12""}']",['2005'],[],"['[""eng""]']","[[{'name': '2 Life Sciences', 'scheme': 'DFG'}, {'name': '201 Basic Biological and Medical Research', 'scheme': 'DFG'}, {'name': '20105 General Genetics', 'scheme': 'DFG'}, {'name': '21 Biology', 'scheme': 'DFG'}]]",['http://ophid.utoronto.ca/ophidv2.204/database.jsp'],"[[{'name': 'Plain text', 'scheme': 'parse'}, {'name': 'Software applications', 'scheme': 'parse'}, {'name': 'Structured graphics', 'scheme': 'parse'}, {'name': 'other', 'scheme': 'parse'}]]","[['dataProvider', 'serviceProvider']]","[['HHV8', 'biological networks', 'fly', 'human', 'mouse', 'rat', 'worm', 'yeast']]","[[{'institutionName': 'International Molecular Exchange Consortium', 'institutionAdditionalName': ['IMEx'], 'institutionCountry': 'AAA', 'responsabilityType': ['general'], 'institutionType': 'non-profit', 'institutionURL': 'http://www.imexconsortium.org/', 'institutionIdentifier': [], 'responsibilityStartDate': '', 'responsibilityEndDate': '', 'institutionContact': []}, {'institutionName': 'University Health Network Toronto, Princess Margaret Hospital, Ontario Cancer Institute, Jurisica Lab', 'institutionAdditionalName': [], 'institutionCountry': 'CAN', 'responsabilityType': ['general', 'technical'], 'institutionType': 'non-profit', 'institutionURL': 'http://www.cs.toronto.edu/~juris/home.htm', 'institutionIdentifier': [], 'responsibilityStartDate': '', 'responsibilityEndDate': '', 'institutionContact': ['http://www.cs.toronto.edu/~juris/contact.htm']}]]","['[{""policyName"": ""IMEx Curation Rules"", ""policyURL"": ""http://www.imexconsortium.org/curation""}]']","[' {""databaseAccessType"": ""open"", ""databaseAccessRestriction"": ""[]""}']",['[]'],"['[{""dataAccessType"": ""embargoed"", ""dataAccessRestriction"": []}, {""dataAccessType"": ""open"", ""dataAccessRestriction"": []}, {""dataAccessType"": ""restricted"", ""dataAccessRestriction"": [""registration""]}]']","['[{""dataLicenseName"": ""CC"", ""dataLicenseURL"": ""https://creativecommons.org/licenses/by/2.5/""}, {""dataLicenseName"": ""Copyrights"", ""dataLicenseURL"": ""http://ophid.utoronto.ca/ophidv2.204/downloads.jsp""}, {""dataLicenseName"": ""other"", ""dataLicenseURL"": ""http://ophid.utoronto.ca/ophidv2.204/downloads.jsp""}]']",['restricted'],"['[{""dataUploadLicenseName"": ""IMEx data submission"", ""dataUploadLicenseURL"": ""http://www.imexconsortium.org/submit-your-data""}]']",['[]'],['yes'],['{}'],['[]'],['http://ophid.utoronto.ca/ophidv2.204/downloads.jsp'],['[]'],['yes'],['yes'],['[]'],"['[{""metadataStandardName"": ""MIBBI - 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The Center helps the research community to reproducibly preserve and discover all products of NSF-funded research in the Arctic, including data, metadata, software, documents, and provenance that links these together. The repository is open to contributions from NSF Arctic investigators, and data are released under an open license (CC-BY, CC0, depending on the choice of the contributor). All science, engineering, and education research supported by the NSF Arctic research program are included, such as Natural Sciences (Geoscience, Earth Science, Oceanography, Ecology, Atmospheric Science, Biology, etc.) and Social Sciences (Archeology, Anthropology, Social Science, etc.).']",['Arctic Data Center'],"[[{'url': 'https://arcticdata.io/category/blog/', 'name': 'Blog', 'type': 'Blog/News'}, {'url': 'https://arcticdata.io/category/news/', 'name': 'News', 'type': 'Blog/News'}, {'url': 'support@arcticdata.io', 'name': 'Support team email', 'type': 'Support email'}, {'url': 'https://arcticdata.io/q-and-a/', 'name': 'FAQ', 'type': 'Frequently Asked Questions (FAQs)'}, {'url': 'https://arcticdata.io/working-with-data/', 'name': 'Working with Data', 'type': 'Help documentation'}, {'url': 'https://arcticdata.io/support/', 'name': 'Support Page', 'type': 'Help documentation'}, {'url': 'https://arcticdata.io/catalog/profile', 'name': 'Data Summary', 'type': 'Help documentation'}, {'url': 'https://arcticdata.io/about/', 'name': 'About the Center', 'type': 'Help documentation'}, {'url': 'https://arcticdata.io/training/', 'name': 'Training Opportunities', 'type': 'Training documentation'}, {'url': 'https://twitter.com/arcticdatactr', 'name': 'Arctic Data Center Twitter', 'type': 'Twitter'}]]","[nan, 2016.0]","[[{'url': 'https://arcticdata.io/catalog/data', 'name': 'Data Catalog', 'type': 'data access'}, {'url': 'https://arcticdata.io/submit/', 'name': 'Who Must Submit and How', 'type': 'data curation'}, {'url': 'https://arcticdata.io/submit/#publication', 'name': 'How data is versioned', 'type': 'data versioning'}]]","[[{'url': 'https://www.re3data.org/repository/r3d100011973', 'name': 're3data:r3d100011973', 'portal': 're3data'}]]","[['biodbcore-001529', 'bsg-d001529']]",['Database'],['repository'],"[['Soil Science', 'Botany', 'Geochemistry', 'Hydrogeology', 'Environmental Science', 'Zoology', 'Humanities', 'Geography', 'Chemistry', 'Humanities and Social Science', 'Natural Science', 'Earth Science', 'Atmospheric Science', 'Agriculture', 'Mineralogy', 'Life Science', 'Physics', 'Oceanography', 'Biology']]",[['Centrally registered identifier']],[['Not applicable']],[['Arctic']],[['United States']],['FAIRsharing record for: NSF Arctic Data Center'],['Arctic Data Center'],['https://fairsharing.org/10.25504/FAIRsharing.6QPjtA'],['10.25504/FAIRsharing.6QPjtA'],['https://creativecommons.org/licenses/by-sa/4.0/. Please link to https://fairsharing.org and https://api.fairsharing.org/img/fairsharing-attribution.svg for attribution.'],"['This FAIRsharing record describes: The Arctic Data Center is the primary data and software repository for the Arctic section of NSF Polar Programs. The Center helps the research community to reproducibly preserve and discover all products of NSF-funded research in the Arctic, including data, metadata, software, documents, and provenance that links these together. The repository is open to contributions from NSF Arctic investigators, and data are released under an open license (CC-BY, CC0, depending on the choice of the contributor). All science, engineering, and education research supported by the NSF Arctic research program are included, such as Natural Sciences (Geoscience, Earth Science, Oceanography, Ecology, Atmospheric Science, Biology, etc.) and Social Sciences (Archeology, Anthropology, Social Science, etc.).']",[[]],"[[{'licence-name': 'Creative Commons CC0 1.0 Universal (CC0 1.0) Public Domain Dedication', 'licence-id': 196, 'link-id': 2165, 'relation': 'undefined'}, {'licence-name': 'Creative Commons Attribution 2.0 Generic (CC BY 2.0)', 'licence-id': 157, 'link-id': 2166, 'relation': 'undefined'}]]",[None],[],[],[],[],[],[],[],[],"[[{'url': 'https://arcticdata.io/metacat/d1/mn/v2/', 'name': 'REST API', 'type': 'REST'}]]",[],[],[],[],[],[],[],[],[],[],[],['FAIRsharing_3021'],['r3d100011973'],['NSF Arctic Data Center'],['eng'],[[]],['https://arcticdata.io'],[['FAIRsharing_DOI:10.25504/FAIRsharing.6QPjtA']],"['[""https://arcticdata.io/team/"", ""info@arcticdata.io"", ""support@arcticdata.io""]']","['The Arctic Data Center is the primary data and software repository for the Arctic section of NSF Polar Programs. The Center helps the research community to reproducibly preserve and discover all products of NSF-funded research in the Arctic, including data, metadata, software, documents, and provenance that links these together. The repository is open to contributions from NSF Arctic investigators, and data are released under an open license (CC-BY, CC0, depending on the choice of the contributor). All science, engineering, and education research supported by the NSF Arctic research program are included, such as Natural Sciences (Geoscience, Earth Science, Oceanography, Ecology, Atmospheric Science, Biology, etc.) and Social Sciences (Archeology, Anthropology, Social Science, etc.). Key to the initiative is the partnership between NCEAS at UC Santa Barbara, DataONE, and NOAA’s NCEI, each of which bring critical capabilities to the Center. Infrastructure from the successful NSF-sponsored DataONE federation of data repositories enables data replication to NCEI, providing both offsite and institutional diversity that are critical to long term preservation.']",['eng'],[['disciplinary']],"['{""size"": ""57 TB of data; 6.530 datasets; 21 replicas"", ""updatedp"": ""2021-09-06""}']",['2016-04-01'],[],"['[""eng""]']","[[{'name': '1 Humanities and Social Sciences', 'scheme': 'DFG'}, {'name': '2 Life Sciences', 'scheme': 'DFG'}, {'name': '202 Plant Sciences', 'scheme': 'DFG'}, {'name': '203 Zoology', 'scheme': 'DFG'}, {'name': '207 Agriculture, Forestry, Horticulture and Veterinary Medicine', 'scheme': 'DFG'}, {'name': '20701 Soil Sciences', 'scheme': 'DFG'}, {'name': '20710 Basic Forest Research', 'scheme': 'DFG'}, {'name': '21 Biology', 'scheme': 'DFG'}, {'name': '23 Agriculture, Forestry, Horticulture and Veterinary Medicine', 'scheme': 'DFG'}, {'name': '3 Natural Sciences', 'scheme': 'DFG'}, {'name': '31 Chemistry', 'scheme': 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FSD promotes data sharing and curates and disseminates digital research data for research, teaching and studying purposes. FSD serves both Finnish and international users. FSD is an expert in the curation and preservation of digital research data collected to study society, people and culture. FSD focuses on acquiring Social Science data, but data from other relevant fields (Arts and Humanities, Education, and Health Science) is also archived. FSD is Finland's service provider for CESSDA ERIC, the Consortium of European Social Science Data Archives.""]",['FSD'],"[[{'url': 'http://tietoarkistoblogi.blogspot.com', 'name': 'Tietoarkistoblogi', 'type': 'Blog/News'}, {'url': 'https://www.fsd.tuni.fi/en/contact/', 'name': 'Contact', 'type': 'Contact form'}, {'url': 'user-services.fsd@tuni.fi', 'name': 'User Services', 'type': 'Support email'}, {'url': 'https://www.fsd.tuni.fi/en/services/faq/', 'name': 'Frequently Asked Questions', 'type': 'Frequently Asked Questions (FAQs)'}, {'url': 'https://www.fsd.tuni.fi/en/data-archive/documents/records-management-and-archives-formation-plan/', 'name': 'Records Management and Archives Formation Plan', 'type': 'Help documentation'}, {'url': 'https://www.fsd.tuni.fi/en/data/downloading-and-using-data/citing-data/', 'name': 'Citing Data', 'type': 'Help documentation'}, {'url': 'https://www.fsd.tuni.fi/en/data/misc/ddi-records/', 'name': 'APIs and Machine-Readable Metadata Records', 'type': 'Help documentation'}, {'url': 'https://twitter.com/tietoarkisto', 'name': '@tietoarkisto', 'type': 'Twitter'}]]","[nan, 1999.0]","[[{'url': 'https://services.fsd.uta.fi', 'name': 'Aila Data Service', 'type': 'data access'}, {'url': 'https://www.fsd.tuni.fi/en/services/depositing-data/', 'name': 'Data Submission', 'type': 'data curation'}, {'url': 'https://www.fsd.tuni.fi/en/data/#datasets-grouped-by-type', 'name': 'Browse by Data Type', 'type': 'data access'}, {'url': 'https://www.fsd.tuni.fi/en/data/by-theme/', 'name': 'Browse by Theme', 'type': 'data access'}]]","[[{'url': 'https://www.re3data.org/repository/r3d100010490', 'name': 're3data:r3d100010490', 'portal': 're3data'}]]","[['biodbcore-001503', 'bsg-d001503']]",['Database'],['knowledgebase_and_repository'],"[['Social Science', 'Education Science', 'Health Science', 'Humanities and Social Science', 'Social and Behavioural Science']]","[['Curated information', 'Digital curation', 'Data storage']]",[['Not applicable']],[[]],[['Finland']],['FAIRsharing record for: Finnish Social Science Data Archive'],['FSD'],['https://fairsharing.org/10.25504/FAIRsharing.2okP6D'],['10.25504/FAIRsharing.2okP6D'],['https://creativecommons.org/licenses/by-sa/4.0/. 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This Graphic File is made \u200b\u200bpossible by the selfless file transfer Photographer Agustín Pérez Armas Armas Tino, who has been commissioned to record a large majority of institutional events from the 80's. In addition, it will be enriched with images taken by members of the Communications Office to date.\n\n\nThe Graphic File is therefore a living archive that will continue to grow and expand, which can access the graphic history of the institution. The work we present here was made possible by collaboration between the University Library and the Communications Office, units that are working to continue to nurture this file.\n\n\nThe photographs included herein are cataloged and identified, trying to get all the characters appearing in them and the facts referred to are clearly specified. From this moment, in the email we receive identifications archivografico@ulpgc.es we could not specify and the contributions they wish to make.""]",[],['2'],['0'],['0'],['3730'],"['0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3728,3730']",[],[],[],[],"[['celestial', 'opendoar']]","[['2445', '2657']]",[],[],[],[],[],[],[],[],"['0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0']",['0'],[],['roar_5030'],"{'OpenDOAR', 'roar'}" +1151,dedup::999d01cf0e5d838fa55dfe760f81e9e7,"['opendoar::4885', 'roar::15100']","['4885', '15100']","['repositorio de la universidad maría auxiliadora', 'Repositorio de la Universidad María Auxiliadora']","['OpenDOAR', 'roar']","['OpenDOAR_4885', 'roar_15100']",[],[],[],[],[],[],[],[],[],"[nan, nan]",[],[],[],"[nan, nan]",[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],['4885'],"['{""name"": ""repositorio de la universidad mar\\u00eda auxiliadora"", ""language"": ""es""}']",[[]],['http://repositorio.uma.edu.pe'],"[nan, nan]",['institutional'],['[]'],['2022-01-12 15:36:10'],['2019-09-25 09:17:01'],"[['health and medicine', 'social sciences']]","[['theses_and_dissertations', 'unpub_reports_and_working_papers']]","[[{'name': 'universidad maría auxiliadora', 'alternativeName': 'uma', 'country': 'pe', 'url': 'https://uma.edu.pe', 'identifier': [], 'location': {'latitude': '', 'longiture': ''}}]]",['[]'],"['{""name"": ""dspace"", ""version"": """"}']",['http://repositorio.uma.edu.pe/oai/request'],['yes'],"[nan, nan]","[nan, nan]","[nan, nan]",['OpenDOAR_4885'],['15100'],['8'],['archive'],['12114'],"[nan, nan]","[nan, nan]",['disk0/00/01/51/00'],['2020-06-01 20:18:23'],['2020-06-01 20:18:51'],['2020-06-01 20:18:23'],['institutional'],[],"[nan, nan]",['show'],"[nan, nan]","[nan, nan]","[nan, nan]","[nan, nan]",[],[],[],[],[],"[nan, nan]","[nan, nan]","[nan, nan]",[],"[nan, nan]","[nan, nan]",[],['http://repositorio.uma.edu.pe/'],['Repositorio de la Universidad María Auxiliadora'],['http://repositorio.uma.edu.pe/oai/request'],[],[],[],"['El repositorio institucional de la Universidad María Auxiliadora tiene objetivo facilitar y mejorar la visibilidad de la producción científica y académica de la Universidad permitiendo el acceso abierto a sus contenidos y garantizando la preservación y conservación de dicha producción. La colección abarca artículos, trabajos científicos, material docente, tesis y otros documentos en distintos formatos digitales.']",['FALSE'],['FALSE'],['FALSE'],['Universidad Maria Auxiliadora'],['https://uma.edu.pe'],['pe'],['Lima'],['-11.9783'],['-77.019'],['dspace'],['geoname_2_PE'],['other'],[],['2019-09-02 15:50:52'],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],['ivy_league'],['roar_15100'],"{'OpenDOAR', 'roar'}" 1152,dedup::99b7563265427cdb53149f3c8497e09b,"['re3data::r3d100010419', 'https://fairsharing.org/10.25504/FAIRsharing.pzvw40']","['r3d100010419', '1644']","['Saccharomyces Genome Database', 'Saccharomyces Genome Database']","['re3data', 'FAIRsharing']","['re3data_r3d100010419', 'FAIRsharing_1644']",['1644'],['fairsharing-records'],['2014-11-04T15:23:40.000Z'],['2021-12-06T10:49:03.007Z'],['10.25504/FAIRsharing.pzvw40'],['Saccharomyces Genome Database'],['ready'],"[[{'contact-name': 'Helpdesk', 'contact-email': 'sgd-helpdesk@lists.stanford.edu'}]]",['http://www.yeastgenome.org/'],"[nan, 1644.0]","['The Saccharomyces Genome Database (SGD) provides comprehensive integrated biological information for the budding yeast Saccharomyces cerevisiae along with search and analysis tools to explore these data, enabling the discovery of functional relationships between sequence and gene products in fungi and higher organisms.']",['SGD'],"[[{'url': 'http://www.yeastgenome.org/blog', 'type': 'Blog/News'}, {'url': 'http://www.yeastgenome.org/help', 'type': 'Help documentation'}, {'url': 'http://www.yeastgenome.org/about/technical-specifications', 'type': 'Help documentation'}, {'url': 'http://www.yeastgenome.org/help/video-tutorials/yeastmine', 'type': 'Training documentation'}, {'url': 'https://twitter.com/yeastgenome', 'type': 'Twitter'}, {'url': 'https://en.wikipedia.org/wiki/Saccharomyces_Genome_Database', 'type': 'Wikipedia'}]]","[nan, 1993.0]","[[{'url': 'http://www.yeastgenome.org/download-data', 'name': 'Download', 'type': 'data access'}, {'name': 'daily release', 'type': 'data release'}, {'name': 'manual curation', 'type': 'data curation'}, {'name': 'no versioning policy', 'type': 'data versioning'}, {'name': 'web interface', 'type': 'data access'}, {'name': 'file download(txt,tab-delimited)', 'type': 'data access'}]]","[[{'url': 'https://www.re3data.org/repository/r3d100010419', 'name': 're3data:r3d100010419', 'portal': 're3data'}, {'url': 'https://scicrunch.org/resolver/RRID:SCR_004694', 'name': 'SciCrunch:RRID:SCR_004694', 'portal': 'SciCrunch'}]]","[['biodbcore-000100', 'bsg-d000100']]",['Database'],['knowledgebase'],"[['Epigenetics', 'Proteomics', 'Life Science', 'Transcriptomics']]","[['Citation', 'Protein domain', 'Gene name', 'Expression data', 'Free text', 'Gene Ontology enrichment', 'Nucleotide', 'Gene model annotation', 'Centromere', 'Chromatin remodeling', 'Image', 'Molecular interaction', 'Plasmid', 'Phenotype', 'Transposable element', 'Sequence feature', 'Pseudogene', 'Autonomously replicating sequence', 'Orthologous', 'Genome', 'Reference genome', 'Gene array', 'Systematic name', 'Genetic strain']]","[['Saccharomyces', 'Saccharomyces cerevisiae']]","[['Chromosomal element nomenclature', 'Literature annotations defined by experimental results', 'Synthetic genetic array']]",[['United States']],['FAIRsharing record for: Saccharomyces Genome Database'],['SGD'],['https://fairsharing.org/10.25504/FAIRsharing.pzvw40'],['10.25504/FAIRsharing.pzvw40'],['https://creativecommons.org/licenses/by-sa/4.0/. Please link to https://fairsharing.org and https://api.fairsharing.org/img/fairsharing-attribution.svg for attribution.'],"['This FAIRsharing record describes: The Saccharomyces Genome Database (SGD) provides comprehensive integrated biological information for the budding yeast Saccharomyces cerevisiae along with search and analysis tools to explore these data, enabling the discovery of functional relationships between sequence and gene products in fungi and higher organisms.']","[[{'id': 129, 'pubmed_id': 25052702, 'title': 'Standardized description of scientific evidence using the Evidence Ontology (ECO).', 'year': 2014, 'url': 'http://doi.org/10.1093/database/bau075', 'authors': 'Chibucos MC., Mungall CJ., Balakrishnan R., Christie KR., Huntley RP., White O., Blake JA., Lewis SE., Giglio M.', 'journal': 'Database (Oxford).', 'doi': '10.1093/database/bau075', 'created_at': '2021-09-30T08:22:34.156Z', 'updated_at': '2021-09-30T08:22:34.156Z'}, {'id': 177, 'pubmed_id': 23842463, 'title': 'A guide to best practices for Gene Ontology (GO) manual annotation.', 'year': 2013, 'url': 'http://doi.org/10.1093/database/bat054', 'authors': 'Balakrishnan R., Harris MA., Huntley R., Van Auken K., Cherry JM.', 'journal': 'Database (Oxford).', 'doi': '10.1093/database/bat054', 'created_at': '2021-09-30T08:22:39.389Z', 'updated_at': '2021-09-30T08:22:39.389Z'}, {'id': 244, 'pubmed_id': 22434836, 'title': 'CvManGO, a method for leveraging computational predictions to improve literature-based Gene Ontology annotations.', 'year': 2012, 'url': 'http://doi.org/10.1093/database/bas001', 'authors': 'Park J., Costanzo MC., Balakrishnan R., Cherry JM., Hong EL.', 'journal': 'Database (Oxford).', 'doi': '10.1093/database/bas001', 'created_at': '2021-09-30T08:22:46.406Z', 'updated_at': '2021-09-30T08:22:46.406Z'}, {'id': 307, 'pubmed_id': 22110037, 'title': 'Saccharomyces Genome Database: the genomics resource of budding yeast.', 'year': 2011, 'url': 'http://doi.org/10.1093/nar/gkr1029', 'authors': 'Cherry JM., Hong EL., et al.,', 'journal': 'Nucleic Acids Res.', 'doi': '10.1093/nar/gkr1029', 'created_at': '2021-09-30T08:22:53.024Z', 'updated_at': '2021-09-30T08:22:53.024Z'}, {'id': 397, 'pubmed_id': None, 'title': 'Using Model Organism Databases (MODs).', 'year': 2009, 'url': 'http://doi.org/10.1002/9780470089941.et1104s01', 'authors': 'Engel SR.', 'journal': 'Current Protocols Essential Laboratory Techniques', 'doi': '10.1002/9780470089941.et1104s01', 'created_at': '2021-09-30T08:23:03.150Z', 'updated_at': '2021-09-30T08:23:03.150Z'}, {'id': 428, 'pubmed_id': 20157474, 'title': 'New mutant phenotype data curation system in the Saccharomyces Genome Database.', 'year': 2010, 'url': 'http://doi.org/10.1093/database/bap001', 'authors': 'Costanzo MC., Skrzypek MS., Nash R., Wong E., Binkley G, Engel SR., Hitz B., Hong EL., Cherry JM., and the Saccharomyces Genome Database Project.', 'journal': 'Database (Oxford).', 'doi': '10.1093/database/bap001', 'created_at': '2021-09-30T08:23:06.552Z', 'updated_at': '2021-09-30T08:23:06.552Z'}, {'id': 547, 'pubmed_id': 17142221, 'title': 'Expanded protein information at SGD: new pages and proteome browser.', 'year': 2006, 'url': 'http://doi.org/10.1093/nar/gkl931', 'authors': 'Nash R., Weng S., et al.,', 'journal': 'Nucleic Acids Res.', 'doi': '10.1093/nar/gkl931', 'created_at': '2021-09-30T08:23:19.685Z', 'updated_at': '2021-09-30T08:23:19.685Z'}, {'id': 584, 'pubmed_id': 17001629, 'title': 'Saccharomyces cerevisiae S288C genome annotation: a working hypothesis.', 'year': 2006, 'url': 'http://doi.org/10.1002/yea.1400', 'authors': 'Fisk DG., Ball CA., Dolinski K., Engel SR., Hong EL., Issel-Tarver L., Schwartz K., Sethuraman A., Botstein D., Cherry JM.', 'journal': 'Yeast.', 'doi': '10.1002/yea.1400', 'created_at': '2021-09-30T08:23:23.993Z', 'updated_at': '2021-09-30T08:23:23.993Z'}, {'id': 690, 'pubmed_id': 16381907, 'title': 'Genome Snapshot: a new resource at the Saccharomyces Genome Database (SGD) presenting an overview of the Saccharomyces cerevisiae genome.', 'year': 2005, 'url': 'http://doi.org/10.1093/nar/gkj117', 'authors': 'Hirschman JE., Balakrishnan R., et al.,', 'journal': 'Nucleic Acids Res.', 'doi': '10.1093/nar/gkj117', 'created_at': '2021-09-30T08:23:36.052Z', 'updated_at': '2021-09-30T08:23:36.052Z'}, {'id': 755, 'pubmed_id': 15153302, 'title': 'Saccharomyces genome database: underlying principles and organisation.', 'year': 2004, 'url': 'http://doi.org/10.1093/bib/5.1.9', 'authors': 'Dwight SS., Balakrishnan R., et al.,', 'journal': 'Brief Bioinform.', 'doi': '10.1093/bib/5.1.9', 'created_at': '2021-09-30T08:23:43.127Z', 'updated_at': '2021-09-30T08:23:43.127Z'}, {'id': 942, 'pubmed_id': 24265222, 'title': 'Saccharomyces Genome Database provides new regulation data.', 'year': 2013, 'url': 'http://doi.org/10.1093/nar/gkt1158', 'authors': 'Costanzo MC., Engel SR., Wong ED., Lloyd P., Karra K., Chan ET., Weng S., Paskov KM., Roe GR., Binkley G., Hitz BC., Cherry JM.', 'journal': 'Nucleic Acids Res.', 'doi': '10.1093/nar/gkt1158', 'created_at': '2021-09-30T08:24:04.237Z', 'updated_at': '2021-09-30T08:24:04.237Z'}, {'id': 943, 'pubmed_id': 24374639, 'title': 'The reference genome sequence of Saccharomyces cerevisiae: then and now.', 'year': 2014, 'url': 'http://doi.org/10.1534/g3.113.008995', 'authors': 'Engel SR., Dietrich FS., Fisk DG., Binkley G., Balakrishnan R., Costanzo MC., Dwight SS., Hitz BC., Karra K., Nash RS., Weng S., Wong ED., Lloyd P., Skrzypek MS., Miyasato SR., Simison M., Cherry JM.', 'journal': 'G3 (Bethesda).', 'doi': '10.1534/g3.113.008995', 'created_at': '2021-09-30T08:24:04.356Z', 'updated_at': '2021-09-30T08:24:04.356Z'}, {'id': 948, 'pubmed_id': 23487186, 'title': 'The new modern era of yeast genomics: community sequencing and the resulting annotation of multiple Saccharomyces cerevisiae strains at the Saccharomyces Genome Database.', 'year': 2013, 'url': 'http://doi.org/10.1093/database/bat012', 'authors': 'Engel SR., Cherry JM.', 'journal': 'Database (Oxford).', 'doi': '10.1093/database/bat012', 'created_at': '2021-09-30T08:24:04.879Z', 'updated_at': '2021-09-30T08:24:04.879Z'}, {'id': 949, 'pubmed_id': 23396302, 'title': 'The YeastGenome app: the Saccharomyces Genome Database at your fingertips.', 'year': 2013, 'url': 'http://doi.org/10.1093/database/bat004', 'authors': 'Wong ED., Karra K., Hitz BC., Hong EL., Cherry JM.', 'journal': 'Database (Oxford).', 'doi': '10.1093/database/bat004', 'created_at': '2021-09-30T08:24:05.029Z', 'updated_at': '2021-09-30T08:24:05.029Z'}, {'id': 963, 'pubmed_id': 22434830, 'title': 'YeastMine - An integrated data warehouse for S. cerevisiae data as a multi-purpose tool-kit.', 'year': 2012, 'url': 'http://doi.org/10.1093/database/bar062', 'authors': 'Balakrishnan R., Park J., Karra K., Hitz BC., Binkley G., Hong EL., Sullivan J., Micklem G., Cherry JM.', 'journal': 'Database (Oxford).', 'doi': 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'doi': '10.1093/nar/gkm909', 'created_at': '2021-09-30T08:24:12.055Z', 'updated_at': '2021-09-30T08:24:12.055Z'}, {'id': 1013, 'pubmed_id': 15608219, 'title': 'Fungal BLAST and Model Organism BLASTP Best Hits: new comparison resources at the Saccharomyces Genome Database (SGD).', 'year': 2004, 'url': 'http://doi.org/10.1093/nar/gki023', 'authors': 'Balakrishnan R., Christie KR., Costanzo MC., Dolinski K., Dwight SS., Engel SR., Fisk DG., Hirschman JE., Hong EL., Nash R., Oughtred R., Skrzypek M., Theesfeld CL., Binkley G., Dong Q., Lane C., Sethuraman A., Weng S., Botstein D., Cherry JM.', 'journal': 'Nucleic Acids Res.', 'doi': '10.1093/nar/gki023', 'created_at': '2021-09-30T08:24:12.163Z', 'updated_at': '2021-09-30T08:24:12.163Z'}, {'id': 1019, 'pubmed_id': 14681421, 'title': 'Saccharomyces Genome Database (SGD) provides tools to identify and analyze sequences from Saccharomyces cerevisiae and related sequences from other organisms.', 'year': 2003, 'url': 'http://doi.org/10.1093/nar/gkh033', 'authors': 'Christie KR., Weng S., et al.,', 'journal': 'Nucleic Acids Res.', 'doi': '10.1093/nar/gkh033', 'created_at': '2021-09-30T08:24:12.857Z', 'updated_at': '2021-09-30T08:24:12.857Z'}, {'id': 1041, 'pubmed_id': 26989152, 'title': 'From one to many: expanding the Saccharomyces cerevisiae reference genome panel.', 'year': 2016, 'url': 'http://doi.org/10.1093/database/baw020', 'authors': 'Engel SR., Weng S., Binkley G., Paskov K., Song G., Cherry JM.', 'journal': 'Database (Oxford).', 'doi': '10.1093/database/baw020', 'created_at': '2021-09-30T08:24:15.256Z', 'updated_at': '2021-09-30T08:24:15.256Z'}, {'id': 1043, 'pubmed_id': 12519985, 'title': 'Saccharomyces Genome Database (SGD) provides biochemical and structural information for budding yeast proteins.', 'year': 2003, 'url': 'http://doi.org/10.1093/nar/gkg054', 'authors': 'Weng S., Dong Q., Balakrishnan R., Christie K., Costanzo M., Dolinski K., Dwight SS., Engel S., Fisk DG., Hong E., Issel-Tarver L., Sethuraman A., Theesfeld C., Andrada R., Binkley G., Lane C., Schroeder M., Botstein D., Cherry JM.', 'journal': 'Nucleic Acids Res.', 'doi': '10.1093/nar/gkg054', 'created_at': '2021-09-30T08:24:15.481Z', 'updated_at': '2021-09-30T08:24:15.481Z'}, {'id': 1044, 'pubmed_id': 12073322, 'title': 'Saccharomyces Genome Database', 'year': 2002, 'url': 'http://doi.org/10.1016/s0076-6879(02)50972-1', 'authors': 'Issel-Tarver L., Christie KR., Dolinski K., Andrada R., Balakrishnan R., Ball CA., Binkley G., Dong S., Dwight SS., Fisk DG., Harris M., Schroeder M., Sethuraman A., Tse K., Weng S., Botstein D., Cherry JM.', 'journal': 'Methods Enzymol.', 'doi': '10.1016/s0076-6879(02)50972-1', 'created_at': '2021-09-30T08:24:15.589Z', 'updated_at': '2021-09-30T08:24:15.589Z'}, {'id': 1049, 'pubmed_id': 26631132, 'title': 'The Saccharomyces Genome Database: A Tool for Discovery.', 'year': 2015, 'url': 'http://doi.org/10.1101/pdb.top083840', 'authors': 'Cherry JM.', 'journal': 'Cold 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ASTER data are received, processed, distributed, and archived while MODIS land products are received, distributed, and archived.']",['eng'],[['disciplinary']],"['{""size"": """", ""updatedp"": """"}']",['1996-08-19'],[],"['[""eng""]']","[[{'name': '3 Natural Sciences', 'scheme': 'DFG'}, {'name': '311 Astrophysics and Astronomy', 'scheme': 'DFG'}, {'name': '32 Physics', 'scheme': 'DFG'}]]",['https://lpdaac.usgs.gov/user_services/contact_us'],"[[{'name': 'Images', 'scheme': 'parse'}, {'name': 'Raw data', 'scheme': 'parse'}, {'name': 'Scientific and statistical data formats', 'scheme': 'parse'}, {'name': 'Structured graphics', 'scheme': 'parse'}]]","[['dataProvider', 'serviceProvider']]","[['ASTER', 'EOS', 'MEaSUREs', 'MODIS', 'satellite images']]","[[{'institutionName': 'Earth Observing System and Information System', 'institutionAdditionalName': ['EOSDIS'], 'institutionCountry': 'USA', 'responsabilityType': ['general', 'technical'], 'institutionType': 'non-profit', 'institutionURL': 'https://earthdata.nasa.gov/', 'institutionIdentifier': [], 'responsibilityStartDate': '', 'responsibilityEndDate': '', 'institutionContact': []}, {'institutionName': 'NASA', 'institutionAdditionalName': ['National Aeronautics and Space Administration'], 'institutionCountry': 'USA', 'responsabilityType': ['general', 'technical'], 'institutionType': 'non-profit', 'institutionURL': 'http://www.nasa.gov/', 'institutionIdentifier': [], 'responsibilityStartDate': '', 'responsibilityEndDate': '', 'institutionContact': []}, {'institutionName': 'U.S. Department of the Interior', 'institutionAdditionalName': ['DOI'], 'institutionCountry': 'USA', 'responsabilityType': ['funding'], 'institutionType': 'non-profit', 'institutionURL': 'https://www.doi.gov/', 'institutionIdentifier': [], 'responsibilityStartDate': '', 'responsibilityEndDate': '', 'institutionContact': []}, {'institutionName': 'U.S. Geological Survey', 'institutionAdditionalName': ['USGS'], 'institutionCountry': 'USA', 'responsabilityType': ['general'], 'institutionType': 'non-profit', 'institutionURL': 'http://www.usgs.gov', 'institutionIdentifier': [], 'responsibilityStartDate': '', 'responsibilityEndDate': '', 'institutionContact': ['https://lpdaac.usgs.gov/user_services/contact_us']}, {'institutionName': 'USA.gov', 'institutionAdditionalName': [], 'institutionCountry': 'USA', 'responsabilityType': ['funding'], 'institutionType': 'non-profit', 'institutionURL': 'http://www.usa.gov/', 'institutionIdentifier': [], 'responsibilityStartDate': '', 'responsibilityEndDate': '', 'institutionContact': []}]]","['[{""policyName"": ""ASTER policies"", ""policyURL"": ""https://lpdaac.usgs.gov/dataset_discovery/aster/aster_policies""}, {""policyName"": ""Information Policies and Instructions"", ""policyURL"": ""http://www.usgs.gov/laws/info_policies.html""}, {""policyName"": ""MEaSUREs policies"", ""policyURL"": ""https://lpdaac.usgs.gov/dataset_discovery/measures/measures_policies""}, {""policyName"": ""MODIS policies"", ""policyURL"": ""https://lpdaac.usgs.gov/dataset_discovery/modis/modis_policies""}, {""policyName"": ""community policies"", ""policyURL"": ""https://lpdaac.usgs.gov/dataset_discovery/community/community_policies""}]']","[' {""databaseAccessType"": ""open"", ""databaseAccessRestriction"": ""[]""}']",['[]'],"['[{""dataAccessType"": ""open"", ""dataAccessRestriction"": []}, {""dataAccessType"": ""restricted"", ""dataAccessRestriction"": [""registration""]}]']","['[{""dataLicenseName"": ""Public Domain"", ""dataLicenseURL"": ""http://www.usgs.gov/laws/info_policies.html""}]']",['closed'],"['[{""dataUploadLicenseName"": ""ASTER Data Acquisition Requests"", ""dataUploadLicenseURL"": ""https://lpdaac.usgs.gov/data_access/aster_tasking""}]']","['[""unknown""]']",[],"['{""api"": ""https://opendap.cr.usgs.gov/opendap/hyrax/"", ""apiType"": ""OpenDAP""}']","['[""DOI""]']",['https://lpdaac.usgs.gov/citing_our_data'],['[]'],['unknown'],['yes'],"['[""WDS""]']",['[]'],"['{""syndication"": ""https://lpdaac.usgs.gov/news_feed"", ""syndicationType"": ""RSS""}']","['LP DAAC is a regular member of ICSU World Data System. The LP DAAC is one of the Earth Observing System Data and Information System (EOSDIS) Distributed Active Archive Centers (DAACs), part of the ESDIS project. - See more at: https://lpdaac.usgs.gov/citing_our_data#sthash.FWMhhNP9.dpuf Tools that are primarily designed to search the LP DAAC data holdings and provide access directly to data (https://lpdaac.usgs.gov/tools/data_access): AppEEARS, Data Pool, Earthdata Search, GDEx, GloVis, Japan Space Systems Earth Remote Sensing Division, Mercury, MRTWeb, Reverb, Simple Subset Wizard, TerraLook, USGS EarthExplorer. 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The SIDC is a department of the Royal Observatory of Belgium. 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Please link to https://fairsharing.org and https://api.fairsharing.org/img/fairsharing-attribution.svg for attribution.'],"['This FAIRsharing record describes: The WDC-SILSO is an activity of the Operational Directorate “Solar Physics and Space Weather” also known internationally as the Solar Influences Data analysis Center (SIDC). The SIDC is a department of the Royal Observatory of Belgium. Its mission is to preserve, develop and diffuse the knowledge of the long-term variations of solar activity, as a reference input to studies of the solar cycle mechanism and of the solar forcing on the Earth’s climate.']",[[]],"[[{'licence-name': 'SILSO legal notices', 'licence-id': 747, 'link-id': 2227, 'relation': 'undefined'}]]",[None],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],['FAIRsharing_3226'],['r3d100010601'],['WDC Sunspot Index and Long-term Solar Observations'],['eng'],"[[{'additionalName': 'SILSO', 'additionalNameLanguage': 'eng'}]]",['http://sidc.be/silso/'],[['biodbcore-001740']],"['[""http://sidc.be/silso/Contact""]']","['SILSO is the World Data Center for the production, preservation and dissemination of the international sunspot number.']",['eng'],[['disciplinary']],"['{""size"": """", ""updatedp"": """"}']",['2013'],[],"['[""eng""]']","[[{'name': '3 Natural Sciences', 'scheme': 'DFG'}, {'name': '311 Astrophysics and Astronomy', 'scheme': 'DFG'}, {'name': '313 Atmospheric Science and Oceanography', 'scheme': 'DFG'}, {'name': '31301 Atmospheric Science', 'scheme': 'DFG'}, {'name': '32 Physics', 'scheme': 'DFG'}, {'name': '34 Geosciences (including Geography)', 'scheme': 'DFG'}]]",['http://www.sidc.be/silso/node/55'],"[[{'name': 'Audiovisual data', 'scheme': 'parse'}, {'name': 'Images', 'scheme': 'parse'}, {'name': 'Plain text', 'scheme': 'parse'}, {'name': 'Raw data', 'scheme': 'parse'}, {'name': 'Standard office documents', 'scheme': 'parse'}]]",[['dataProvider']],"[['Wolf number', 'corona', 'electromagnetic', 'energetic eruption', 'history', 'photosphere', 'plasma', 'solar activity', 'solar flares', 'solar physics', 'space sciences', 'statistics', 'sun-earth relations', 'sunspot number']]","[[{'institutionName': 'ICSU World Data System', 'institutionAdditionalName': ['International Council of Science, WDS'], 'institutionCountry': 'AAA', 'responsabilityType': ['sponsoring'], 'institutionType': 'non-profit', 'institutionURL': 'https://www.worlddatasystem.org/', 'institutionIdentifier': [], 'responsibilityStartDate': '', 'responsibilityEndDate': '', 'institutionContact': ['http://www.icsu-wds.org/community/membership/regular-members/@@member_view?fid=wdc-sunspot-index-and-long-term-solar-observations-silso']}, {'institutionName': 'Observatoire Royal de Belgique', 'institutionAdditionalName': ['Koninklijke Sterrenwacht van Belgie', 'Royal Observatory of Belgium'], 'institutionCountry': 'BEL', 'responsabilityType': ['funding'], 'institutionType': 'non-profit', 'institutionURL': 'https://www.astro.oma.be/', 'institutionIdentifier': ['ROR:00hjks330'], 'responsibilityStartDate': '', 'responsibilityEndDate': '', 'institutionContact': ['https://www.astro.oma.be/en/contact-us/']}, {'institutionName': 'Royal Observatory of Belgium, Solar Influences Data Analysis Center', 'institutionAdditionalName': ['SIDC'], 'institutionCountry': 'BEL', 'responsabilityType': ['general', 'technical'], 'institutionType': 'non-profit', 'institutionURL': 'http://sidc.be/', 'institutionIdentifier': [], 'responsibilityStartDate': '', 'responsibilityEndDate': '', 'institutionContact': ['anne.vandersyppe@sidc.be', 'http://sidc.be/silso/Contact']}, {'institutionName': 'Solar-Terrestrial Centre of Excellence', 'institutionAdditionalName': ['STCE'], 'institutionCountry': 'BEL', 'responsabilityType': ['sponsoring'], 'institutionType': 'non-profit', 'institutionURL': 'http://www.stce.be/', 'institutionIdentifier': [], 'responsibilityStartDate': '', 'responsibilityEndDate': '', 'institutionContact': ['http://www.stce.be/contact']}]]","['[{""policyName"": ""CoreTrustSeal assessment"", ""policyURL"": ""https://www.coretrustseal.org/wp-content/uploads/2019/06/WDC-Sunspot-Index-and-Long-term-Solar-Observations-SILSO.pdf""}, {""policyName"": ""Legal notices"", ""policyURL"": ""http://sidc.be/silso/legal""}, {""policyName"": ""WDS Data policy"", ""policyURL"": ""http://www.icsu-wds.org/services/certification""}]']","[' {""databaseAccessType"": ""open"", ""databaseAccessRestriction"": ""[]""}']",['[]'],"['[{""dataAccessType"": ""open"", ""dataAccessRestriction"": []}]']","['[{""dataLicenseName"": ""CC"", ""dataLicenseURL"": ""https://creativecommons.org/licenses/by-nc/4.0/""}, {""dataLicenseName"": ""other"", ""dataLicenseURL"": ""http://www.astro.oma.be/common/internet/en/data-policy-en.pdf""}, {""dataLicenseName"": ""other"", ""dataLicenseURL"": ""http://www.astro.oma.be/common/internet/en/terms-of-use.pdf""}, {""dataLicenseName"": ""other"", ""dataLicenseURL"": ""http://www.icsu-wds.org/services/data-sharing-principles""}]']",['restricted'],"['[{""dataUploadLicenseName"": ""Contribute"", ""dataUploadLicenseURL"": ""http://www.sidc.be/silso/node/54""}]']","['[""MySQL""]']",['yes'],['{}'],"['[""DOI""]']",['http://sidc.be/silso/citations'],['[]'],['unknown'],['yes'],"['[""other""]']",['[]'],['{}'],['SILSO is part of ICSU World Data System. The Solar Influences Data Analysis Center (SIDC) is the solar physics research department of the Royal Observatory of Belgium. The SIDC includes the World Data Center for the sunspot index and the ISES Regional Warning Center Brussels for space weather forecasting. 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Million', 'contact-email': 'millioaj@umich.edu', 'contact-orcid': '0000-0002-8909-153X'}]]",['https://www.icpsr.umich.edu/icpsrweb/nacjd/'],"[2883.0, nan]","[""Established in 1978, the National Archive of Criminal Justice Data (NACJD) archives and disseminates data on crime and justice for secondary analysis. The archive contains data from over 2,700 curated studies or statistical data series. NACJD is home to several large-scale and well known datasets, including the National Crime Victimization Survey (NCVS), the FBI's Uniform Crime Reports (UCR), the FBI's National Incident-Based Reporting System (NIBRS), and the Project on Human Development in Chicago Neighborhoods (PHDCN). In addition to making data available, NACJD curates and preserves data to ensure that they are accessible now and in the future. Located within the Inter-University Consortium for Political and Social Research (ICPSR), a research center of the Institute for Social Research (ISR) at the University of Michigan, NACJD is sponsored by the Bureau of Justice Statistics (BJS), the National Institute of Justice (NIJ), and the Office of Juvenile Justice and Delinquency Prevention (OJJDP) of the United States Department of Justice.""]",['NACJD'],"[[{'url': 'http://www.icpsr.umich.edu/icpsrweb/ICPSR/help/', 'name': 'ICPSR Help', 'type': 'Help documentation'}, {'url': 'https://www.icpsr.umich.edu/icpsrweb/content/NACJD/help.html', 'name': 'NACJD Help', 'type': 'Help documentation'}, {'url': 'https://www.icpsr.umich.edu/icpsrweb/content/NACJD/contact.html', 'name': 'NACJD Contact', 'type': 'Help documentation'}, {'url': 'https://www.icpsr.umich.edu/icpsrweb/content/NACJD/resources.html', 'name': 'Resources Citing NACJD', 'type': 'Help documentation'}, {'url': 'https://www.icpsr.umich.edu/icpsrweb/content/NACJD/about.html', 'name': 'About', 'type': 'Help documentation'}, {'url': 'https://twitter.com/nackjaydee', 'name': '@nackjaydee', 'type': 'Twitter'}]]","[1978.0, nan]","[[{'url': 'http://www.icpsr.umich.edu/icpsrweb/content/datamanagement/index.html', 'name': 'Data Curation', 'type': 'data curation'}, {'url': 'https://www.icpsr.umich.edu/icpsrweb/NACJD/discover-data.jsp', 'name': 'Data Access', 'type': 'data access'}, {'url': 'https://www.icpsr.umich.edu/icpsrweb/content/NACJD/share-data.html', 'name': 'Submitting Data', 'type': 'data curation'}]]","[[{'url': 'https://www.re3data.org/repository/r3d100010260', 'name': 're3data:r3d100010260', 'portal': 're3data'}]]","[['biodbcore-001384', 'bsg-d001384']]",['Database'],['repository'],"[['Demographics', 'Criminology', 'Criminal Law', 'Social and Behavioural Science']]",[['Curated information']],[['Homo sapiens']],[[]],[['United States']],['FAIRsharing record for: National Archive of Criminal Justice Data'],['NACJD'],['https://fairsharing.org/10.25504/FAIRsharing.4wjhCf'],['10.25504/FAIRsharing.4wjhCf'],['https://creativecommons.org/licenses/by-sa/4.0/. Please link to https://fairsharing.org and https://api.fairsharing.org/img/fairsharing-attribution.svg for attribution.'],"[""This FAIRsharing record describes: Established in 1978, the National Archive of Criminal Justice Data (NACJD) archives and disseminates data on crime and justice for secondary analysis. The archive contains data from over 2,700 curated studies or statistical data series. NACJD is home to several large-scale and well known datasets, including the National Crime Victimization Survey (NCVS), the FBI's Uniform Crime Reports (UCR), the FBI's National Incident-Based Reporting System (NIBRS), and the Project on Human Development in Chicago Neighborhoods (PHDCN). In addition to making data available, NACJD curates and preserves data to ensure that they are accessible now and in the future. 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Please link to https://fairsharing.org and https://api.fairsharing.org/img/fairsharing-attribution.svg for attribution.'],"['This FAIRsharing record describes: If a database is inadequate in terms of its description, unclear with respect to the terms of use, or is not downloadable, it may not be fully used, cited or rightly acknowledged by the (research) communities. This is even true for databases with high-quality datasets. The Life Science Database Archive maintains and stores the datasets generated by life scientists in Japan in a long-term and stable state as national public goods. The Archive makes it easier for many people to search datasets by metadata (description of datasets) in a unified format, and to access and download the datasets with clear terms of use (see here for detailed descriptions). 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In addition, the Archive provides datasets in forms friendly to different types of users in public and private institutions, and thereby supports further contribution of each research to life science.']",['eng'],[['disciplinary']],"['{""size"": ""62 databaes"", ""updatedp"": ""2017-05-11""}']",['2009'],[],"['[""eng"", ""jpn""]']","[[{'name': '2 Life Sciences', 'scheme': 'DFG'}, {'name': '201 Basic Biological and Medical Research', 'scheme': 'DFG'}, {'name': '21 Biology', 'scheme': 'DFG'}]]",['https://dbarchive.biosciencedbc.jp/contents-en/about/about.html'],"[[{'name': 'Databases', 'scheme': 'parse'}, {'name': 'Images', 'scheme': 'parse'}, {'name': 'Plain text', 'scheme': 'parse'}, {'name': 'Raw data', 'scheme': 'parse'}, {'name': 'Structured text', 'scheme': 'parse'}]]",[['dataProvider']],"[['DNA sequenzing', 'drugs', 'experimental data', 'gene', 'molecular data', 'pathways', 'pharmacology']]","[[{'institutionName': 'Japan Science and Technology Agency, National Bioscience Database Center', 'institutionAdditionalName': ['JST, NBDC'], 'institutionCountry': 'JPN', 'responsabilityType': ['general', 'technical'], 'institutionType': 'non-profit', 'institutionURL': 'https://biosciencedbc.jp/en/', 'institutionIdentifier': [], 'responsibilityStartDate': '2011-04-01', 'responsibilityEndDate': '', 'institutionContact': ['support@biosciencedbc.jp']}]]","['[{""policyName"": ""Site policies"", ""policyURL"": ""https://biosciencedbc.jp/en/sitepolicies""}]']","[' {""databaseAccessType"": ""open"", ""databaseAccessRestriction"": ""[]""}']",['[]'],"['[{""dataAccessType"": ""open"", ""dataAccessRestriction"": []}]']","['[{""dataLicenseName"": ""CC"", ""dataLicenseURL"": ""https://creativecommons.org/licenses/by-sa/4.0/deed.en""}, {""dataLicenseName"": ""Copyrights"", ""dataLicenseURL"": ""https://biosciencedbc.jp/en/sitepolicies""}]']",['restricted'],['[]'],['[]'],['yes'],['{}'],"['[""DOI""]']",['https://dbarchive.biosciencedbc.jp/contents-en/doi/list.html'],"['[""other""]']",['unknown'],['unknown'],['[]'],"['[{""metadataStandardName"": ""Repository-Developed Metadata Schemas"", ""metadataStandardScheme"": ""DCC"", ""metadataStandardURL"": ""http://www.dcc.ac.uk/resources/metadata-standards/repository-developed-metadata-schemas""}]']",['{}'],[],['2017-05-11'],['2018-09-13'],['re3data_r3d100012368'],[],[],[],[],"[nan, nan]",[],[],[],[],[],[],[],[],[],[],[],"[nan, nan]","[nan, nan]","[nan, nan]",[],[],[],[],[],"[nan, nan]","[nan, nan]",[],[],[],[],[],[],"[nan, nan]",[],"[nan, nan]","[nan, nan]","[nan, nan]","[nan, nan]",[],[],[],[],[],"[nan, nan]","[nan, nan]","[nan, nan]",[],"[nan, nan]","[nan, nan]",[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],"{'FAIRsharing', 're3data'}" 1433,dedup::bd876d720204f8896d1f6ff1b18e1c26,"['re3data::r3d100010510', 'https://fairsharing.org/fairsharing_records/2985']","['r3d100010510', '2985']","['Jason Virtual Van', 'Jason Virtual Van']","['re3data', 'FAIRsharing']","['re3data_r3d100010510', 'FAIRsharing_2985']",['2985'],['fairsharing-records'],['2020-05-11T08:24:07.000Z'],['2021-12-06T10:47:28.912Z'],[],['Jason Virtual Van'],['ready'],"[[{'contact-name': 'Danielle Fino', 'contact-email': 'dfino@whoi.edu'}]]",['http://4dgeo.whoi.edu/jason'],"[nan, 2985.0]","['Jason is a remotely operated vehicle (ROV) deep-diving vessel that gives shipboard scientists immediate, real-time access to the sea floor. Jason is connected by a long fiberoptic tether to its research ship. The 10-km (6 mile) tether delivers power and instructions to Jason and fetches data from it. As part of the Jason ROV project, the Virtual Van data acquisition system was developed to automatically captures the information in the control-van during ROV operations including up to four simultaneous video sources, vehicle data, scientific instrument data, and event data. All this information is accessible via a web-browser in real-time and is also available to the scientists after the cruise for post-cruise data access and analysis.']",['Jason Virtual Van'],[],"[nan, 2000.0]","[[{'url': 'ftp://ftp.whoi.edu/pub/', 'name': 'FTP download', 'type': 'data access'}, {'url': 'http://4dgeo.whoi.edu/jason', 'name': 'Browse', 'type': 'data access'}]]","[[{'url': 'https://www.re3data.org/repository/r3d100010510', 'name': 're3data:r3d100010510', 'portal': 're3data'}]]","[['biodbcore-001491', 'bsg-d001491']]",['Database'],['repository'],"[['Earth Science', 'Oceanography', 'Water Research']]",[[]],[['Not applicable']],[[]],[['United States']],['FAIRsharing record for: Jason Virtual Van'],['Jason Virtual Van'],['https://fairsharing.org/fairsharing_records/2985'],[None],['https://creativecommons.org/licenses/by-sa/4.0/. 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'pubmed_id': 17967807, 'title': 'Genome browsing with Ensembl: a practical overview.', 'year': 2007, 'url': 'http://doi.org/10.1093/bfgp/elm025', 'authors': 'Spudich G,Fernandez-Suarez XM,Birney E', 'journal': 'Brief Funct Genomic Proteomic', 'doi': '10.1093/bfgp/elm025', 'created_at': '2021-09-30T08:25:52.048Z', 'updated_at': '2021-09-30T08:25:52.048Z'}, {'id': 1911, 'pubmed_id': 21045057, 'title': 'Ensembl 2011.', 'year': 2010, 'url': 'http://doi.org/10.1093/nar/gkq1064', 'authors': 'Flicek P et al.', 'journal': 'Nucleic Acids Research', 'doi': '10.1093/nar/gkq1064', 'created_at': '2021-09-30T08:25:54.869Z', 'updated_at': '2021-09-30T11:29:23.560Z'}, {'id': 1912, 'pubmed_id': 22086963, 'title': 'Ensembl 2012.', 'year': 2011, 'url': 'http://doi.org/10.1093/nar/gkr991', 'authors': 'Flicek P et al.', 'journal': 'Nucleic Acids Research', 'doi': '10.1093/nar/gkr991', 'created_at': '2021-09-30T08:25:54.985Z', 'updated_at': '2021-09-30T11:29:23.703Z'}, {'id': 1913, 'pubmed_id': 23203987, 'title': 'Ensembl 2013.', 'year': 2012, 'url': 'http://doi.org/10.1093/nar/gks1236', 'authors': 'Flicek P et al.', 'journal': 'Nucleic Acids Research', 'doi': '10.1093/nar/gks1236', 'created_at': '2021-09-30T08:25:55.085Z', 'updated_at': '2021-09-30T11:29:23.795Z'}, {'id': 2153, 'pubmed_id': 26980512, 'title': 'ncRNA orthologies in the vertebrate lineage.', 'year': 2016, 'url': 'http://doi.org/10.1093/database/bav127', 'authors': 'Pignatelli M,Vilella AJ,Muffato M,Gordon L,White S,Flicek P,Herrero J', 'journal': 'Database (Oxford)', 'doi': '10.1093/database/bav127', 'created_at': '2021-09-30T08:26:22.657Z', 'updated_at': '2021-09-30T08:26:22.657Z'}, {'id': 2158, 'pubmed_id': 27141089, 'title': 'Ensembl comparative genomics resources (Erratum)', 'year': 2016, 'url': 'http://doi.org/10.1093/database/baw053', 'authors': 'Herrero J,Muffato M,Beal K,Fitzgerald S,Gordon L,Pignatelli M,Vilella AJ,Searle SM,Amode R,Brent S,Spooner W,Kulesha E,Yates A,Flicek P', 'journal': 'Database (Oxford)', 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{'id': 2476, 'pubmed_id': 18849525, 'title': 'Genome-wide nucleotide-level mammalian ancestor reconstruction.', 'year': 2008, 'url': 'http://doi.org/10.1101/gr.076521.108', 'authors': 'Paten B,Herrero J,Fitzgerald S,Beal K,Flicek P,Holmes I,Birney E', 'journal': 'Genome Res', 'doi': '10.1101/gr.076521.108', 'created_at': '2021-09-30T08:27:03.585Z', 'updated_at': '2021-09-30T08:27:03.585Z'}, {'id': 2490, 'pubmed_id': 18000006, 'title': 'Ensembl 2008.', 'year': 2007, 'url': 'http://doi.org/10.1093/nar/gkm988', 'authors': 'Flicek P et al.', 'journal': 'Nucleic Acids Research', 'doi': '10.1093/nar/gkm988', 'created_at': '2021-09-30T08:27:05.316Z', 'updated_at': '2021-09-30T11:29:37.978Z'}, {'id': 2499, 'pubmed_id': 20459805, 'title': 'Ensembl variation resources.', 'year': 2010, 'url': 'http://doi.org/10.1186/1471-2164-11-293', 'authors': 'Chen Y,Cunningham F,Rios D,McLaren WM,Smith J,Pritchard B,Spudich GM,Brent S,Kulesha E,Marin-Garcia P,Smedley D,Birney E,Flicek P', 'journal': 'BMC 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consequences of genomic variants with the Ensembl API and SNP Effect Predictor.', 'year': 2010, 'url': 'http://doi.org/10.1093/bioinformatics/btq330', 'authors': 'McLaren W,Pritchard B,Rios D,Chen Y,Flicek P,Cunningham F', 'journal': 'Bioinformatics', 'doi': '10.1093/bioinformatics/btq330', 'created_at': '2021-09-30T08:27:42.106Z', 'updated_at': '2021-09-30T08:27:42.106Z'}, {'id': 2784, 'pubmed_id': 19033362, 'title': 'Ensembl 2009.', 'year': 2008, 'url': 'http://doi.org/10.1093/nar/gkn828', 'authors': 'Hubbard TJ et al.', 'journal': 'Nucleic Acids Research', 'doi': '10.1093/nar/gkn828', 'created_at': '2021-09-30T08:27:42.211Z', 'updated_at': '2021-09-30T11:29:44.511Z'}, {'id': 2785, 'pubmed_id': 19906699, 'title': ""Ensembl's 10th year."", 'year': 2009, 'url': 'http://doi.org/10.1093/nar/gkp972', 'authors': 'Flicek P et al.', 'journal': 'Nucleic Acids Research', 'doi': '10.1093/nar/gkp972', 'created_at': '2021-09-30T08:27:42.321Z', 'updated_at': '2021-09-30T11:29:44.603Z'}, {'id': 2832, 'pubmed_id': 26896847, 'title': 'Ensembl comparative genomics resources.', 'year': 2016, 'url': 'http://doi.org/10.1093/database/bav096', 'authors': 'Herrero J,Muffato M,Beal K,Fitzgerald S,Gordon L,Pignatelli M,Vilella AJ,Searle SM,Amode R,Brent S,Spooner W,Kulesha E,Yates A,Flicek P', 'journal': 'Database (Oxford)', 'doi': '10.1093/database/bav096', 'created_at': '2021-09-30T08:27:48.390Z', 'updated_at': '2021-09-30T08:27:48.390Z'}, {'id': 2834, 'pubmed_id': 15123589, 'title': 'The Ensembl analysis pipeline.', 'year': 2004, 'url': 'http://doi.org/10.1101/gr.1859804', 'authors': 'Potter SC,Clarke L,Curwen V,Keenan S,Mongin E,Searle SM,Stabenau A,Storey R,Clamp M', 'journal': 'Genome Res', 'doi': '10.1101/gr.1859804', 'created_at': '2021-09-30T08:27:48.621Z', 'updated_at': '2021-09-30T08:27:48.621Z'}, {'id': 2835, 'pubmed_id': 15123590, 'title': 'The Ensembl automatic gene annotation system.', 'year': 2004, 'url': 'http://doi.org/10.1101/gr.1858004', 'authors': 'Curwen V,Eyras E,Andrews TD,Clarke L,Mongin E,Searle SM,Clamp M', 'journal': 'Genome Res', 'doi': '10.1101/gr.1858004', 'created_at': '2021-09-30T08:27:48.792Z', 'updated_at': '2021-09-30T08:27:48.792Z'}, {'id': 2837, 'pubmed_id': 30407521, 'title': 'Ensembl 2019.', 'year': 2018, 'url': 'http://doi.org/10.1093/nar/gky1113', 'authors': 'Cunningham F et al.', 'journal': 'Nucleic Acids Research', 'doi': '10.1093/nar/gky1113', 'created_at': '2021-09-30T08:27:49.020Z', 'updated_at': '2021-09-30T11:29:44.853Z'}, {'id': 2838, 'pubmed_id': 31691826, 'title': 'Ensembl 2020.', 'year': 2019, 'url': 'http://doi.org/10.1093/nar/gkz966', 'authors': 'Yates AD, et al', 'journal': 'Nucleic Acids Research', 'doi': '10.1093/nar/gkz966', 'created_at': '2021-09-30T08:27:49.136Z', 'updated_at': '2021-09-30T11:29:45.920Z'}, {'id': 3007, 'pubmed_id': 20459813, 'title': 'eHive: an artificial intelligence workflow system for genomic analysis.', 'year': 2010, 'url': 'http://doi.org/10.1186/1471-2105-11-240', 'authors': 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Ensembl is a joint project between the European Bioinformatics Institute (EBI) and the Wellcome Trust Sanger Institute (WTSI) to develop a software system that produces and maintains automatic annotation on selected genomes.The Ensembl project was started in 1999, some years before the draft human genome was completed. Even at that early stage it was clear that manual annotation of 3 billion base pairs of sequence would not be able to offer researchers timely access to the latest data. The goal of Ensembl was therefore to automatically annotate the genome, integrate this annotation with other available biological data and make all this publicly available via the web. Since the website's launch in July 2000, many more genomes have been added to Ensembl and the range of available data has also expanded to include comparative genomics, variation and regulatory data. 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Please link to https://fairsharing.org and https://api.fairsharing.org/img/fairsharing-attribution.svg for attribution.'],"['This FAIRsharing record describes: MetaCyc is the largest curated collection of metabolic pathways currently available. It provides a comprehensive resource for metabolic pathways and enzymes from all domains of life. The pathways in MetaCyc are experimentally determined, small-molecule metabolic pathways, and are curated from the primary scientific literature. 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Incluye, en primera instancia, literatura académica revisada por pares: artículos científicos, libros, capítulos de libros, tesis de maestría y de doctorado, así como otros trabajos de grado de maestría.', 'El Repositorio Institucional Históricas-UNAM es una plataforma de recolección, almacenamiento, gestión, difusión y preservación de documentos digitales de investigación, docencia, divulgación y de carácter patrimonial, resguardados o generados por el Instituto de Investigaciones Históricas de la Universidad Nacional Autónoma de México. 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Incluye, en primera instancia, literatura académica revisada por pares: artículos científicos, libros, capítulos de libros, tesis de maestría y de doctorado, así como otros trabajos de grado de maestría.', 'El Repositorio Institucional Históricas-UNAM es una plataforma de recolección, almacenamiento, gestión, difusión y preservación de documentos digitales de investigación, docencia, divulgación y de carácter patrimonial, resguardados o generados por el Instituto de Investigaciones Históricas de la Universidad Nacional Autónoma de México. Incluye, en primera instancia, literatura académica revisada por pares: artículos científicos, libros, capítulos de libros, tesis de maestría y de doctorado, así como otros trabajos de grado de maestría.']","['TRUE', 'TRUE']","['TRUE', 'TRUE']","['TRUE', 'TRUE']","['Instituto de Investigaciones Históricas, UNAM', 'Instituto de Investigaciones Históricas, UNAM']","['http://www.historicas.unam.mx/', 'http://www.historicas.unam.mx/']","['mx', 'mx']","['Ciudad de México', 'Ciudad de México']",[],[],"['dspace', 'dspace']","['geoname_2_MX', 'geoname_2_MX']","['other', 'other']","[['D1', 'E11', 'F1201', 'D111', 'D901', 'DP', 'D204', 'D880'], ['D1', 'E11', 'F1201', 'D111', 'D901', 'DP', 'D204', 'D880']]","['2020-02-14 18:36:03', '2020-02-14 18:36:03']","['¿Quién puede depositar documentos en el repositorio?: Los integrantes de la comunidad académica del Instituto de Investigaciones Históricas de la Universidad Nacional Autónoma de México: investigadores y técnicos académicos adscritos al Instituto, así como alumnos de los posgrados en los que el Instituto tiene una participación importante (posgrado en Historia y posgrado en Arquitectura, ambos de la UNAM) y cuyo tutor principal de tesis o de trabajo de grado sea un académico del IIH.\n\n¿Qué documentos pueden ser depositados en el repositorio?: Literatura académica dictaminada por pares: artículos científicos, libros, capítulos de libros, tesis y otros trabajos de grado de maestría, tesis de doctorado, documentos de trabajo, ponencias para congresos y otros productos académicos resultado de los procesos de investigación, como datos primarios.\n\nAdicionalmente, el repositorio alberga contenidos producto de la difusión del conocimiento histórico a partir de diversas actividades organizadas por el Instituto: audios, videos, carteles, entre otros. Incorpora también diversos documentos pertenecientes a fondos bajo custodia de la Biblioteca “Rafael García Granados”, los cuales se han sometido a un proceso de digitalización; entre tales documentos destacan libros y tarjetas postales del Fondo Antonio Alzate (Sociedad Científica Antonio Alzate).\n\n¿Cómo pueden ser depositados los documentos en el repositorio?: El Repositorio Institucional Históricas-UNAM está diseñado para que en un futuro la comunidad del IIH pueda realizar el autoarchivo de sus documentos digitales o recursos de investigación y docencia. Sin embargo, por ahora el depósito de éstos se realiza de forma centralizada. Póngase en contacto con el área responsable del repositorio para más información. 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Communities are structured according to the structure of sectors, departments and agencies and has a Repository Management Committee with Dean representatives from the Research and Graduate Studies, Data Processing Center, Central Library and a representative from each knowledge Sector University who work regulating the power of RI, selecting and establishing criteria and policies for their promotion.']",['TRUE'],['TRUE'],['FALSE'],"['Universidade Estadual de Ponta Grossa', 'Universidade Estadual de Ponta Grossa']","['http://www.uepg.br/', 'http://www.uepg.br']","['br', 'br']",['Ponta Grossa'],"['-25.0997', '25.0997']","['-50.1416', '50.1416']","['dspace', 'dspace']","['geoname_2_BR', 'geoname_2_BR']","['other', 'other']",[],"['2012-07-01 15:12:33', '2010-05-11 13:55:08']",[],[],['0'],['0'],['0'],['14'],"['0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,13,14,14']",['15'],['14'],['14'],['14'],"[['celestial', 'opendoar'], ['celestial', 'opendoar']]","[['2118', '2572'], ['2118', '2572']]",[],[],[],[],[],[],[],[],[],[],[],"['roar_5447', 'roar_3707']","{'OpenDOAR', 'roar'}" 103,dedup::be1242d6a058855a36864491effea7a9,"['roar::2733', 'opendoar::1811', 'roar::5622']","['2733', '1811', '5622']","['RUIdeRA', 'ruidera', 'RUIdeRA']","['roar', 'OpenDOAR', 'roar']","['roar_2733', 'OpenDOAR_1811', 'roar_5622']",[],[],[],[],[],[],[],[],[],"[nan, nan, nan]",[],[],[],"[nan, nan, nan]",[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],['1811'],"['{""name"": ""ruidera"", ""language"": ""en""}']",[[]],['https://ruidera.uclm.es/xmlui'],"[nan, nan, nan]",['institutional'],['[]'],['2022-01-12 15:35:22'],['2010-05-12 09:09:54'],"[['science', 'technology', 'engineering', 'mathematics', 'health and medicine', 'arts', 'humanities', 'social sciences']]","[['journal_articles', 'conference_and_workshop_papers', 'theses_and_dissertations', 'unpub_reports_and_working_papers', 'books_chapters_and_sections']]","[[{'name': 'universidad de castilla-la mancha', 'alternativeName': 'uclm', 'country': 'es', 'url': 'http://www.uclm.es/', 'identifier': [], 'location': {'latitude': '', 'longiture': ''}}]]",['[]'],"['{""name"": ""dspace"", ""version"": """"}']",[],['yes'],"[nan, nan, nan]","[nan, nan, nan]","[nan, 5746.0, nan]",['OpenDOAR_1811'],"['2733', '5622']","['281', '8']","['archive', 'archive']","['8', '8']","[nan, nan, nan]","[nan, nan, nan]","['disk0/00/00/27/33', 'disk0/00/00/56/22']","['2010-05-21 01:03:27', '2012-12-12 01:58:35']","['2011-07-06 08:24:14', '2012-12-15 02:57:10']","['2010-05-21 01:04:01', '2012-12-12 01:58:35']","['institutional', 'institutional']",[],"[nan, nan, nan]","['show', 'show']","[nan, nan, nan]","[nan, nan, nan]","[nan, nan, nan]","[nan, nan, nan]",[],[],[],[],[],"[nan, nan, nan]","[nan, nan, nan]","[nan, nan, nan]",['0'],"[nan, nan, nan]","[nan, nan, nan]",[],"['http://ruidera.uclm.es/', 'https://ruidera.uclm.es/xmlui']","['RUIdeRA', 'RUIdeRA']",[],[],[],[],"['This site provides access to the research outputs of the institution. Users may set up RSS feeds. The interface is in Soanish.', 'This site provides access to the research outputs of the institution. Users may set up RSS feeds. The interface is in Spanish.']",['FALSE'],['FALSE'],['FALSE'],"['Universidad de Castilla-La Mancha', 'Universidad de Castilla-La Mancha']","['http://www.uclm.es/', 'http://www.uclm.es/']","['es', 'es']",[],"['37.0625', '38.9932']","['95.6771', '-3.92716']","['dspace', 'dspace']",['geoname_2_ES'],"['other', 'other']",[],"['2010-05-16 15:12:20', '2012-07-08 15:12:16']",[],[],[],[],[],[],[],[],[],[],[],"['opendoar', 'opendoar']","['1811', '1811']",[],[],[],[],[],[],[],[],[],[],[],"['roar_2733', 'roar_5622']","{'OpenDOAR', 'roar'}" -104,dedup::bfbfc3ca2ad2c56237f3761a858df940,"['roar::3258', 'roar::12789', 'roar::15586', 'opendoar::1939']","['3258', '12789', '15586', '1939']","['Osaka City University Repository', 'Osaka City University Repository ', 'Osaka City University Repository', 'osaka city university repository']","['roar', 'roar', 'roar', 'OpenDOAR']","['roar_3258', 'roar_12789', 'roar_15586', 'OpenDOAR_1939']",[],[],[],[],[],[],[],[],[],"[nan, nan, nan, nan]",[],[],[],"[nan, nan, nan, nan]",[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],['1939'],"['{""name"": ""osaka city university repository"", ""language"": ""en""}']","[[{'name': '大阪市立大学学術機関リポジトリ', 'language': 'ja'}]]",['https://dlisv03.media.osaka-cu.ac.jp/il/meta_pub/engg0000438repository'],"[nan, nan, nan, nan]",['institutional'],['[]'],['2022-01-12 15:35:24'],['2010-10-20 10:10:55'],"[['science', 'technology', 'engineering', 'mathematics', 'health and medicine', 'arts', 'humanities', 'social sciences']]","[['journal_articles', 'unpub_reports_and_working_papers']]","[[{'name': 'osaka city university', 'alternativeName': '', 'country': 'jp', 'url': 'http://www.osaka-cu.ac.jp/', 'identifier': [], 'location': {'latitude': '', 'longiture': ''}}]]",['[]'],"['{""name"": ""other"", ""version"": """"}']",['https://dlisv03.media.osaka-cu.ac.jp/il/oai_repository/pmh/g0000438-repository'],['yes'],"[nan, nan, nan, nan]","[nan, nan, nan, 9056.0]","[nan, nan, nan, 15815.0]",['OpenDOAR_1939'],"['3258', '12789', '15586']","['174', '21', '8']","['archive', 'archive', 'archive']","['8', '9980', '9980']","[nan, nan, nan, nan]","[nan, nan, nan, nan]","['disk0/00/00/32/58', 'disk0/00/01/27/89', 'disk0/00/01/55/86']","['2010-12-06 19:47:42', '2017-06-20 11:31:27', '2020-10-19 15:26:36']","['2011-07-18 06:04:42', '2017-09-18 08:53:22', '2021-01-25 22:21:39']","['2010-12-06 19:47:42', '2017-06-20 11:31:27', '2020-10-19 15:26:36']","['institutional', 'institutional', 'institutional']",[],"[nan, nan, nan, nan]","['show', 'show', 'show']","[nan, nan, nan, nan]","[nan, nan, nan, nan]","[nan, nan, nan, nan]","[nan, nan, nan, nan]",[],[],[],[],[],"[nan, nan, nan, nan]","[nan, nan, nan, nan]","[nan, nan, nan, nan]",['0'],"[nan, nan, nan, nan]","[nan, nan, nan, nan]",[],"['http://dlisv03.media.osaka-cu.ac.jp/infolib/meta_pub/G0000007repository', 'http://dlisv03.media.osaka-cu.ac.jp/il/meta_pub/G0000438repository', 'https://dlisv03.media.osaka-cu.ac.jp/il/meta_pub/G0000438repository']","['Osaka City University Repository', 'Osaka City University Repository ', 'Osaka City University Repository']","['http://dlisv03.media.osaka-cu.ac.jp/infolib/oai_repository/repository', 'http://dlisv03.media.osaka-cu.ac.jp/il/oai_repository/G0000438-repository', 'https://dlisv03.media.osaka-cu.ac.jp/il/oai_repository/pmh/G0000438-repository']",[],[],[],"['This site provides access to the research output of the institution. The interface is in Japanese and English.', 'Osaka City University Repository is the database to store and provide productions created by researchers of Osaka City University.']","['FALSE', 'FALSE']","['FALSE', 'TRUE']","['FALSE', 'FALSE']","['Osaka City University', 'Osaka City University', 'Osaka City University']","['http://www.osaka-cu.ac.jp/', 'http://www.osaka-cu.ac.jp/en', 'https://www.osaka-cu.ac.jp/en']","['jp', 'jp', 'jp']","['Osaka', 'Osaka']","['34.5906', '34.5906', '34.5906']","['135.505', '135.505', '135.505']","['other', 'other']","['geoname_2_JP', 'geoname_2_JP']","['other', 'other', 'other']",[],"['2010-10-15 15:00:04', '2017-06-12 06:34:53', '2019-12-26 02:04:27']",[],"['To whom this may concern,\n\nMy Name is Miyaji.\nI am in charge of repository at Osaka City University Media Center.\n\nWe changed the URL of the Osaka City University Repository.\nFor this reason, I registered.\n\nThe previous ROAR ID was 3258.\n\nCan we respond with this change. \n\nLet me know if you can respond.\n\nBest regards, ', 'Osaka City University Repository changed Home Page URL and OAI-PMH endpoint ']",['0'],['0'],['0'],['100'],"['0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,100,100,100,100,100,100']",[],[],[],[],"[['celestial', 'opendoar'], ['celestial', 'opendoar'], 'opendoar']","[['1939', '2317'], ['1939', '6444'], '1939']",[],[],[],[],[],[],[],[],[],[],[],"['roar_3258', 'roar_12789', 'roar_15586']","{'OpenDOAR', 'roar'}" -105,dedup::c1905360d343153bed2a2183be5a0b43,"['opendoar::2037', 'roar::3510', 'roar::5684']","['2037', '3510', '5684']","['archival sound recordings', 'Archival Sound Recordings', 'Archival Sound Recordings']","['OpenDOAR', 'roar', 'roar']","['OpenDOAR_2037', 'roar_3510', 'roar_5684']",[],[],[],[],[],[],[],[],[],"[nan, nan, nan]",[],[],[],"[nan, nan, nan]",[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],['2037'],"['{""name"": ""archival sound recordings"", ""language"": ""en""}']",[[]],['http://sounds.bl.uk/'],"[nan, nan, nan]",['disciplinary'],['[]'],['2022-01-12 15:35:26'],['2011-01-18 14:14:08'],"[['arts', 'humanities', 'science']]",[['other_special_item_types']],"[[{'name': 'british library', 'alternativeName': 'bl', 'country': 'gb', 'url': 'http://www.bl.uk/', 'identifier': [{'identifier': 'https://ror.org/05dhe8b71', 'type': 'ror'}], 'location': {'latitude': '', 'longiture': ''}}]]",['[]'],"['{""name"": """", ""version"": """"}']",[],['yes'],"[nan, nan, nan]","[nan, nan, nan]","[50000.0, nan, nan]",['OpenDOAR_2037'],"['3510', '5684']","['9', '10']","['archive', 'archive']","['8', '8']","[nan, nan, nan]","[nan, nan, nan]","['disk0/00/00/35/10', 'disk0/00/00/56/84']","['2011-02-16 19:28:21', '2012-12-12 03:05:46']","['2011-07-06 08:25:20', '2012-12-15 02:43:00']","['2011-02-16 19:28:21', '2012-12-12 03:05:46']","['subject', 'other']",[],"[nan, nan, nan]","['show', 'show']","[nan, nan, nan]","[nan, nan, nan]","[nan, nan, nan]","[nan, nan, nan]",[],[],[],[],[],"[nan, nan, nan]","[nan, nan, nan]","[nan, nan, nan]",['0'],"[nan, nan, nan]","[nan, nan, nan]",['FALSE'],"['http://sounds.bl.uk/Default.aspx', 'http://sounds.bl.uk/']","['Archival Sound Recordings', 'Archival Sound Recordings']",[],[],[],[],"['This site provides access to sound recordings. 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This site uses DjVu software to display content.']",[],[],[],"['Digital-Center', 'Digital-Center']","['http://www.digital-center.pl/', 'http://www.digital-center.pl/']","['pl', 'pl']",[],"['52.4872', '52.4872']","['16.8493', '16.8493']",[],"['geoname_2_PL', 'geoname_2_PL']","['other', 'other']",[],"['2012-08-05 15:12:12', '2012-07-29 15:12:14']",[],[],"['0', '0']","['0', '0']","['0', '0']","['19', '19']","['0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19,19,19,19,19,19,19,19,19,19,19', '0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19,19,19,19,19,19,19,19,19,19,19']",[],[],[],[],"[['celestial', 'opendoar'], ['celestial', 'opendoar']]","[['2545', '5072'], ['2545', '5072']]",[],[],[],[],[],[],[],[],[],[],[],"['roar_5779', 'roar_5746']","{'OpenDOAR', 'roar'}" +137,dedup::fab888b1713fb886b13bbd2d569bba60,"['opendoar::2539', 'roar::11212', 'roar::5891']","['2539', '11212', '5891']","['publication server of the wuppertal institute', 'Publication Server of the Wuppertal Institute', 'Publication Server of the Wuppertal Institute']","['OpenDOAR', 'roar', 'roar']","['OpenDOAR_2539', 'roar_11212', 'roar_5891']",[],[],[],[],[],[],[],[],[],"[nan, nan, nan]",[],[],[],"[nan, nan, nan]",[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],['2539'],"['{""name"": ""publication server of the wuppertal institute"", ""language"": ""en""}']","[[{'name': 'publikationsserver des wuppertal instituts', 'language': 'de'}]]",['https://epub.wupperinst.org'],"[nan, nan, nan]",['institutional'],['[]'],['2022-01-12 15:35:33'],['2012-07-25 10:58:06'],"[['science', 'technology', 'engineering', 'mathematics', 'health and medicine', 'arts', 'humanities', 'social sciences']]","[['journal_articles', 'bibliographic_references', 'conference_and_workshop_papers', 'theses_and_dissertations', 'unpub_reports_and_working_papers', 'books_chapters_and_sections']]","[[{'name': 'wuppertal institut für klima, umwelt, energie ggmbh', 'alternativeName': '', 'country': 'de', 'url': 'https://wupperinst.org', 'identifier': [], 'location': {'latitude': '', 'longiture': ''}}]]","['[{""policy_url"": ""https://wupperinst.org/en/publications/open-access"", ""type"": ""metadata""}, {""policy_url"": ""https://wupperinst.org/en/publications/open-access"", ""type"": ""data""}, {""policy_url"": ""https://wupperinst.org/en/publications/open-access"", ""type"": ""content""}, {""policy_url"": ""https://wupperinst.org/en/publications/open-access"", ""type"": ""submission""}]']","['{""name"": ""opus"", ""version"": """"}']",['https://epub.wupperinst.org/oai'],['yes'],"[nan, nan, nan]","[1128.0, nan, nan]","[6645.0, nan, nan]",['OpenDOAR_2539'],"['11212', '5891']","['12', '9']","['archive', 'archive']","['5611', '8']","[nan, nan, nan]","[nan, nan, nan]","['disk0/00/01/12/12', 'disk0/00/00/58/91']","['2016-05-04 11:37:14', '2012-12-12 05:06:10']","['2016-05-07 01:37:18', '2012-12-15 02:39:20']","['2016-05-04 11:37:14', '2012-12-12 05:06:10']","['institutional', 'institutional']",[],"[nan, nan, nan]","['show', 'show']","[nan, nan, nan]","[nan, nan, nan]","[nan, nan, nan]","[nan, nan, nan]",[],[],[],[],[],"[nan, nan, nan]","[nan, nan, nan]","[nan, nan, nan]",[],"[nan, nan, nan]","[nan, nan, nan]",[],"['https://epub.wupperinst.org/home', 'http://epub.wupperinst.org/']","['Publication Server of the Wuppertal Institute\nPublikationsserver des Wuppertal Instituts für Klima, Umwelt, Energie', 'Publication Server of the Wuppertal Institute']","['https://epub.wupperinst.org/oai', 'http://epub.wupperinst.org/oai']",[],['https://epub.wupperinst.org/rss'],[],"['\n\nOn this Publication Server of the Wuppertal Institute you can find the research staff\'s theses and publications that were compiled within their common research framework with this institute. Many of these documents can be downloaded for free. Within this context, both parties involved - the Wuppertal Institute and the authors - demand an accurate handling and adequate citation with respect to these sources from all users. The Wuppertal Institute encourages its staff to publish freely available online-versions of scientific contributions as long as they are not already published by a professional publisher and therefore bound to (the) pre-assigned rights for publication.\n\nIf you want to search for publications please choose the menu ""Search""; there will be offered different ways for searching and finding your requested documents. If you are a member of the research staff and want to add publication information, please choose the menu ""Publish"" where you will find accordant forms for your input. Please find more information in ""FAQ"". Once they have been uploaded, all documents are freely available worldwide and are permanently/durably filed. They are also bibliographically tapped, as well as accessible by search engines on the Internet.\n\n\nAuf dem Publikationsserver des Wuppertal Instituts finden Sie die wissenschaftlichen Veröffentlichungen des Instituts und seiner Mitarbeiterinnen und Mitarbeiter, die sie im Rahmen der Forschung am Institut erarbeitet haben. Viele davon stehen hier als Download der Öffentlichkeit kostenlos zur Verfügung. Im Rahmen der Nutzung und Weiterverbreitung der Dokumente erwarten das Institut sowie Autorinnen und Autoren von den Nutzerinnen und Nutzern sorgfältigen Umgang mit den Quellen und ausreichende Zitierung. Das Wuppertal Institut ermuntert seine Mitarbeiterinnen und Mitarbeiter, wissenschaftliche Beiträge, die nicht durch die Veröffentlichungsrechte Dritter gebunden sind, auf seinem Publikationsserver kostenlos zu veröffentlichen.\n\nDie Texte stehen nach ihrer Veröffentlichung weltweit im Internet zur Verfügung und werden dauerhaft elektronisch archiviert. Sie sind bibliographisch erschlossen und per Suchmaschinen im Internet zugänglich. Wenn Sie nach Publikationen suchen wollen, wählen Sie bitte das Menü ""Suchen""; dort stehen Ihnen verschiedene Recherchemöglichkeiten zur Verfügung. Wollen Sie als Mitarbeiter/-in des Instituts Publikationsdaten hinzufügen, wählen Sie bitte das Menü ""Veröffentlichen"", in dem entsprechende Eingabeformulare bereitgestellt werden. Weitere Informationen befinden sich unter ""FAQ"".\n', 'This site provides access to the research output of the institution. The interface is available in German or English. Users may set up an RSS feed to be alerted to new content. 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"execution_count": 35, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -25,7 +25,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -747,7 +747,7 @@ "4 NaN FAIRsharing_2301 " ] }, - "execution_count": 36, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -768,7 +768,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -1278,7 +1278,7 @@ "4 2021-09-02 re3data_r3d100000006 " ] }, - "execution_count": 37, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -1302,7 +1302,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -1589,7 +1589,7 @@ "4 42.0 OpenDOAR_84 " ] }, - "execution_count": 38, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -1610,7 +1610,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -1857,7 +1857,7 @@ " NaN\n", " NaN\n", " [celestial, opendoar]\n", - " [258, 526]\n", + " [526, 258]\n", " NaN\n", " NaN\n", " NaN\n", @@ -1992,8 +1992,8 @@ " TRUE\n", " TRUE\n", " TRUE\n", - " [KLIMZUG projects, Helmholtz-Zentrum Geesthach...\n", - " [http://www.climateservicecenter.de/, http://w...\n", + " [Climate Service Center 2.0, Helmholtz-Zentrum...\n", + " [http://www.klimzug.de/de/94.php, http://www.c...\n", " de\n", " Hamburg\n", " 53.5511\n", @@ -2001,7 +2001,7 @@ " opus\n", " geoname_2_DE\n", " other\n", - " [GE, HD, G1, S1, GF]\n", + " [HD, S1, GF, GE, G1]\n", " 2015-07-02 08:08:31\n", " NaN\n", " NaN\n", @@ -2222,14 +2222,14 @@ "0 NaN \n", "1 NaN \n", "2 NaN \n", - "3 [KLIMZUG projects, Helmholtz-Zentrum Geesthach... \n", + "3 [Climate Service Center 2.0, Helmholtz-Zentrum... \n", "4 Skidmore College \n", "\n", " roar_organisation_home_page roar_location_country \\\n", "0 NaN fr \n", "1 NaN se \n", "2 NaN pt \n", - "3 [http://www.climateservicecenter.de/, http://w... de \n", + "3 [http://www.klimzug.de/de/94.php, http://www.c... de \n", "4 http://www.skidmore.edu/ us \n", "\n", " roar_location_city roar_location_latitude roar_location_longitude \\\n", @@ -2243,7 +2243,7 @@ "0 hal geoname_2_FR other NaN \n", "1 diva geoname_2_SE other NaN \n", "2 dspace geoname_2_PT other NaN \n", - "3 opus geoname_2_DE other [GE, HD, G1, S1, GF] \n", + "3 opus geoname_2_DE other [HD, S1, GF, GE, G1] \n", "4 bepress geoname_2_US other NaN \n", "\n", " roar_date roar_note roar_suggestions roar_activity_low \\\n", @@ -2276,7 +2276,7 @@ "\n", " roar_registry_name roar_registry_id roar_submit_to \\\n", "0 [celestial, opendoar] [58, 669] NaN \n", - "1 [celestial, opendoar] [258, 526] NaN \n", + "1 [celestial, opendoar] [526, 258] NaN \n", "2 NaN NaN NaN \n", "3 [celestial, opendoar] [3408, 5881] NaN \n", "4 celestial 5882 NaN \n", @@ -2310,7 +2310,7 @@ "4 NaN NaN roar_10008 " ] }, - "execution_count": 39, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -2338,7 +2338,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -2492,7 +2492,7 @@ " dspace\n", " geoname_2_UA\n", " other\n", - " [D1, BF, D901, B1, H1, BS, HM, BL, D204, BR, A...\n", + " [D1, DK, BL, BR, L1, BS, D901, B1, AC, BF, HM,...\n", " 2015-07-07 12:38:37\n", " NaN\n", " NaN\n", @@ -2506,7 +2506,7 @@ " NaN\n", " NaN\n", " [celestial, opendoar]\n", - " [3410, 5883]\n", + " [5883, 3410]\n", " NaN\n", " NaN\n", " NaN\n", @@ -2574,7 +2574,7 @@ "7 NaN NaN dspace geoname_2_UA \n", "\n", " roar_version roar_subjects \\\n", - "7 other [D1, BF, D901, B1, H1, BS, HM, BL, D204, BR, A... \n", + "7 other [D1, DK, BL, BR, L1, BS, D901, B1, AC, BF, HM,... \n", "\n", " roar_date roar_note roar_suggestions roar_activity_low \\\n", "7 2015-07-07 12:38:37 NaN NaN NaN \n", @@ -2586,7 +2586,7 @@ "7 NaN NaN NaN \n", "\n", " roar_fulltexts_rdocs roar_registry_name roar_registry_id roar_submit_to \\\n", - "7 NaN [celestial, opendoar] [3410, 5883] NaN \n", + "7 NaN [celestial, opendoar] [5883, 3410] NaN \n", "\n", " roar_submitted_to_name roar_submitted_to_done roar_webometrics_rank \\\n", "7 NaN NaN NaN \n", @@ -2601,7 +2601,7 @@ "7 NaN [russell_group, ivy_league] roar_10013 " ] }, - "execution_count": 40, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -2619,7 +2619,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -2654,15 +2654,6 @@ " \n", " \n", " 0\n", - " dedup_id\n", - " duplicate_id\n", - " original_id\n", - " name\n", - " collectedfrom\n", - " collectedfrom_original_id\n", - " \n", - " \n", - " 1\n", " dedup::001e6d882e54c780ce269d3c46997287\n", " https://fairsharing.org/10.25504/FAIRsharing.q...\n", " 2094\n", @@ -2671,7 +2662,7 @@ " FAIRsharing_2094\n", " \n", " \n", - " 2\n", + " 1\n", " dedup::001e6d882e54c780ce269d3c46997287\n", " re3data::r3d100011306\n", " r3d100011306\n", @@ -2680,7 +2671,7 @@ " re3data_r3d100011306\n", " \n", " \n", - " 3\n", + " 2\n", " dedup::003ab6b40af9b488decea7c582d150a2\n", " re3data::r3d100011894\n", " r3d100011894\n", @@ -2689,7 +2680,7 @@ " re3data_r3d100011894\n", " \n", " \n", - " 4\n", + " 3\n", " dedup::003ab6b40af9b488decea7c582d150a2\n", " https://fairsharing.org/10.25504/FAIRsharing.d...\n", " 2315\n", @@ -2697,54 +2688,65 @@ " FAIRsharing\n", " FAIRsharing_2315\n", " \n", + " \n", + " 4\n", + " dedup::0048f2e3aa55ab88aaaac0cfa4153ad5\n", + " opendoar::4562\n", + " 4562\n", + " erzincan binali yıldırım university institutio...\n", + " OpenDOAR\n", + " OpenDOAR_4562\n", + " \n", " \n", "\n", "" ], "text/plain": [ " dedup_id \\\n", - "0 dedup_id \n", + "0 dedup::001e6d882e54c780ce269d3c46997287 \n", "1 dedup::001e6d882e54c780ce269d3c46997287 \n", - "2 dedup::001e6d882e54c780ce269d3c46997287 \n", + "2 dedup::003ab6b40af9b488decea7c582d150a2 \n", "3 dedup::003ab6b40af9b488decea7c582d150a2 \n", - "4 dedup::003ab6b40af9b488decea7c582d150a2 \n", + "4 dedup::0048f2e3aa55ab88aaaac0cfa4153ad5 \n", "\n", " duplicate_id original_id \\\n", - "0 duplicate_id original_id \n", - "1 https://fairsharing.org/10.25504/FAIRsharing.q... 2094 \n", - "2 re3data::r3d100011306 r3d100011306 \n", - "3 re3data::r3d100011894 r3d100011894 \n", - "4 https://fairsharing.org/10.25504/FAIRsharing.d... 2315 \n", + "0 https://fairsharing.org/10.25504/FAIRsharing.q... 2094 \n", + "1 re3data::r3d100011306 r3d100011306 \n", + "2 re3data::r3d100011894 r3d100011894 \n", + "3 https://fairsharing.org/10.25504/FAIRsharing.d... 2315 \n", + "4 opendoar::4562 4562 \n", "\n", - " name source \\\n", - "0 name collectedfrom \n", - "1 RESID Database of Protein Modifications FAIRsharing \n", - "2 RESID Database of Protein Modifications re3data \n", - "3 Synapse re3data \n", - "4 Synapse FAIRsharing \n", + " name source \\\n", + "0 RESID Database of Protein Modifications FAIRsharing \n", + "1 RESID Database of Protein Modifications re3data \n", + "2 Synapse re3data \n", + "3 Synapse FAIRsharing \n", + "4 erzincan binali yıldırım university institutio... OpenDOAR \n", "\n", - " unique_id \n", - "0 collectedfrom_original_id \n", - "1 FAIRsharing_2094 \n", - "2 re3data_r3d100011306 \n", - "3 re3data_r3d100011894 \n", - "4 FAIRsharing_2315 " + " unique_id \n", + "0 FAIRsharing_2094 \n", + "1 re3data_r3d100011306 \n", + "2 re3data_r3d100011894 \n", + "3 FAIRsharing_2315 \n", + "4 OpenDOAR_4562 " ] }, - "execution_count": 41, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dup = pd.read_csv('../data/processed/ds_dedup_2022-02-16_13.03.17.csv', sep=';', quotechar='\"', header=None, names=['dedup_id', 'duplicate_id', 'original_id', 'name', 'source'])\n", + "dup = pd.read_csv('../data/processed/ds_dedup_2022-02-16_13.03.17.csv',\n", + " sep=';', quotechar='\"',\n", + " header=0, names=['dedup_id', 'duplicate_id', 'original_id', 'name', 'source'])\n", "dup['unique_id'] = dup.source + '_' + dup.original_id\n", "dup.head()" ] }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -2779,30 +2781,30 @@ " \n", " \n", " count\n", - " 4713\n", - " 4713\n", - " 4713\n", - " 4713\n", - " 4713\n", - " 4713\n", + " 4712\n", + " 4712\n", + " 4712\n", + " 4712\n", + " 4712\n", + " 4712\n", " \n", " \n", " unique\n", - " 2240\n", - " 4713\n", - " 4239\n", - " 4018\n", - " 5\n", - " 4713\n", + " 2239\n", + " 4712\n", + " 4238\n", + " 4017\n", + " 4\n", + " 4712\n", " \n", " \n", " top\n", - " dedup::b27a96789c109ac4d90777c8477a6102\n", - " duplicate_id\n", - " 3089\n", + " dedup::67c12a6c3288a49f1db6a2343ec599ca\n", + " https://fairsharing.org/10.25504/FAIRsharing.q...\n", + " 3284\n", " UPN JATIM REPOSITORY\n", " roar\n", - " collectedfrom_original_id\n", + " FAIRsharing_2094\n", " \n", " \n", " freq\n", @@ -2818,20 +2820,26 @@ "" ], "text/plain": [ - " dedup_id duplicate_id original_id \\\n", - "count 4713 4713 4713 \n", - "unique 2240 4713 4239 \n", - "top dedup::b27a96789c109ac4d90777c8477a6102 duplicate_id 3089 \n", - "freq 5 1 3 \n", + " dedup_id \\\n", + "count 4712 \n", + "unique 2239 \n", + "top dedup::67c12a6c3288a49f1db6a2343ec599ca \n", + "freq 5 \n", "\n", - " name source unique_id \n", - "count 4713 4713 4713 \n", - "unique 4018 5 4713 \n", - "top UPN JATIM REPOSITORY roar collectedfrom_original_id \n", - "freq 4 1981 1 " + " duplicate_id original_id \\\n", + "count 4712 4712 \n", + "unique 4712 4238 \n", + "top https://fairsharing.org/10.25504/FAIRsharing.q... 3284 \n", + "freq 1 3 \n", + "\n", + " name source unique_id \n", + "count 4712 4712 4712 \n", + "unique 4017 4 4712 \n", + "top UPN JATIM REPOSITORY roar FAIRsharing_2094 \n", + "freq 4 1981 1 " ] }, - "execution_count": 42, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -2844,12 +2852,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Assessing duplicates across registries" + "# Assessing duplicates distribution across registries" ] }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -2859,7 +2867,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -2874,7 +2882,7 @@ "dtype: int64" ] }, - "execution_count": 44, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -2885,7 +2893,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -2900,7 +2908,7 @@ "dtype: int64" ] }, - "execution_count": 45, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -2911,7 +2919,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 12, "metadata": {}, "outputs": [ { @@ -2926,7 +2934,7 @@ "dtype: int64" ] }, - "execution_count": 46, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } @@ -2937,22 +2945,22 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "duplicate_id 144\n", - "original_id 144\n", - "name 144\n", - "source 144\n", - "unique_id 144\n", - "source_set 144\n", + "duplicate_id 143\n", + "original_id 143\n", + "name 143\n", + "source 143\n", + "unique_id 143\n", + "source_set 143\n", "dtype: int64" ] }, - "execution_count": 47, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } @@ -2970,149 +2978,7 @@ }, { "cell_type": "code", - "execution_count": 48, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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" + ], + "text/plain": [ + " duplicate_id original_id name source unique_id\n", + "count 3 3 3 3 3\n", + "sum 6 6 6 6 6" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "re3data_dup = dup[dup.source == 're3data'].groupby('dedup_id').count()\n", + "re3data_dup = re3data_dup[re3data_dup.duplicate_id > 1]\n", + "re3data_dup.aggregate(['count', 'sum'])" + ] + }, + { + "cell_type": "code", + "execution_count": 17, "metadata": {}, "outputs": [ { @@ -3241,7 +3249,7 @@ "sum 0 0 0 0 0" ] }, - "execution_count": 51, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } @@ -3261,7 +3269,7 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -3270,7 +3278,7 @@ "array(['dedup::6973375bbb56846f0d935bd1cd9e0b98'], dtype=object)" ] }, - "execution_count": 52, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } @@ -3279,16 +3287,114 @@ "np.intersect1d(roar_dup.index, opendoar_dup.index)" ] }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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1938dedup::6973375bbb56846f0d935bd1cd9e0b98opendoar::52265226repositorio universidad de la costaOpenDOAROpenDOAR_5226
1939dedup::6973375bbb56846f0d935bd1cd9e0b98roar::1492914929Repositorio Universidad de la Costaroarroar_14929
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123dedup::07b65089515c8f99812d14bbb01334a6roar::55415541ECNIS Repository (Environmental Cancer Riskroarroar_5541
184dedup::0be44aa69610e09805d4002baf7e0b10roar::1686716867Chung Shan Medical University Institutional Re...roarroar_16867
185dedup::0be44aa69610e09805d4002baf7e0b10roar::29072907Chung Shan Medical University Institutional Re...roarroar_2907
192dedup::0c34770edc42a1d2ac361b64cfabfb63roar::54325432Digital Library of Jelenia Góraroarroar_5432
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4583dedup::f9293f212c2f13c7cc7a2d2a967ac7d5roar::1313413134Repositorio Universidad de Sucreroarroar_13134
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dedup_idduplicate_idoriginal_idnamesourceunique_id
53dedup::038ef33e8d3de51d3536d62e6c103be7roar::61676167Institutional Repository UIN Syarif Hidayatull...roarroar_6167
54dedup::038ef33e8d3de51d3536d62e6c103be7opendoar::27172717institutional repository uin syarif hidayatull...OpenDOAROpenDOAR_2717
55dedup::038ef33e8d3de51d3536d62e6c103be7roar::65806580Institutional Repository UIN Syarif Hidayatull...roarroar_6580
72dedup::044edcd1c961b3942a7e0e90d1005e2droar::79027902The University of Arizona Campus Repositoryroarroar_7902
73dedup::044edcd1c961b3942a7e0e90d1005e2dopendoar::24682468university of arizona campus repositoryOpenDOAROpenDOAR_2468
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4596dedup::fa0721f07402e0593da77a46fa687da6opendoar::25452545sanok digital libraryOpenDOAROpenDOAR_2545
4597dedup::fa0721f07402e0593da77a46fa687da6roar::57465746Sanok Digital Libraryroarroar_5746
4610dedup::fab888b1713fb886b13bbd2d569bba60opendoar::25392539publication server of the wuppertal instituteOpenDOAROpenDOAR_2539
4611dedup::fab888b1713fb886b13bbd2d569bba60roar::1121211212Publication Server of the Wuppertal Instituteroarroar_11212
4612dedup::fab888b1713fb886b13bbd2d569bba60roar::58915891Publication Server of the Wuppertal Instituteroarroar_5891
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" + ], + "text/plain": [ + " dedup_id duplicate_id original_id \\\n", + "53 dedup::038ef33e8d3de51d3536d62e6c103be7 roar::6167 6167 \n", + "54 dedup::038ef33e8d3de51d3536d62e6c103be7 opendoar::2717 2717 \n", + "55 dedup::038ef33e8d3de51d3536d62e6c103be7 roar::6580 6580 \n", + "72 dedup::044edcd1c961b3942a7e0e90d1005e2d roar::7902 7902 \n", + "73 dedup::044edcd1c961b3942a7e0e90d1005e2d opendoar::2468 2468 \n", + "... ... ... ... \n", + "4596 dedup::fa0721f07402e0593da77a46fa687da6 opendoar::2545 2545 \n", + "4597 dedup::fa0721f07402e0593da77a46fa687da6 roar::5746 5746 \n", + "4610 dedup::fab888b1713fb886b13bbd2d569bba60 opendoar::2539 2539 \n", + "4611 dedup::fab888b1713fb886b13bbd2d569bba60 roar::11212 11212 \n", + "4612 dedup::fab888b1713fb886b13bbd2d569bba60 roar::5891 5891 \n", + "\n", + " name source \\\n", + "53 Institutional Repository UIN Syarif Hidayatull... roar \n", + "54 institutional repository uin syarif hidayatull... OpenDOAR \n", + "55 Institutional Repository UIN Syarif Hidayatull... roar \n", + "72 The University of Arizona Campus Repository roar \n", + "73 university of arizona campus repository OpenDOAR \n", + "... ... ... \n", + "4596 sanok digital library OpenDOAR \n", + "4597 Sanok Digital Library roar \n", + "4610 publication server of the wuppertal institute OpenDOAR \n", + "4611 Publication Server of the Wuppertal Institute roar \n", + "4612 Publication Server of the Wuppertal Institute roar \n", + "\n", + " unique_id \n", + "53 roar_6167 \n", + "54 OpenDOAR_2717 \n", + "55 roar_6580 \n", + "72 roar_7902 \n", + "73 OpenDOAR_2468 \n", + "... ... \n", + "4596 OpenDOAR_2545 \n", + "4597 roar_5746 \n", + "4610 OpenDOAR_2539 \n", + "4611 roar_11212 \n", + "4612 roar_5891 \n", + "\n", + "[434 rows x 6 columns]" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dup_across = dup[~dup.dedup_id.isin(dup_within.dedup_id)]\n", + "dup_across = dup_across.groupby('dedup_id').aggregate(list)\n", + "dup_across['source_set'] = dup_across.source.map(set)\n", + "\n", + "dup_hybrid = dup_across[dup_across.source_set.str.len() < dup_across.source.str.len()]\n", + "dup_hybrid = dup[dup.dedup_id.isin(dup_hybrid.index)]\n", + "dup_hybrid" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "138" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dup_hybrid.groupby('dedup_id').ngroups" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Isolating multiple-registry duplicates" + ] + }, + { + "cell_type": "code", + "execution_count": 27, "metadata": {}, "outputs": [ { @@ -3727,409 +4254,6 @@ " \n", " \n", " 0\n", - " dedup_id\n", - " duplicate_id\n", - " original_id\n", - " name\n", - " collectedfrom\n", - " collectedfrom_original_id\n", - " \n", - " \n", - " 123\n", - " dedup::07b65089515c8f99812d14bbb01334a6\n", - " roar::474\n", - " 474\n", - " ECNIS Repository (Environmental Cancer Risk\n", - " roar\n", - " roar_474\n", - " \n", - " \n", - " 124\n", - " dedup::07b65089515c8f99812d14bbb01334a6\n", - " roar::5541\n", - " 5541\n", - " ECNIS Repository (Environmental Cancer Risk\n", - " roar\n", - " roar_5541\n", - " \n", - " \n", - " 185\n", - " dedup::0be44aa69610e09805d4002baf7e0b10\n", - " roar::16867\n", - " 16867\n", - " Chung Shan Medical University Institutional Re...\n", - " roar\n", - " roar_16867\n", - " \n", - " \n", - " 186\n", - " dedup::0be44aa69610e09805d4002baf7e0b10\n", - " roar::2907\n", - " 2907\n", - " Chung Shan Medical University Institutional Re...\n", - " roar\n", - " roar_2907\n", - " \n", - " \n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " \n", - " \n", - " 4584\n", - " dedup::f9293f212c2f13c7cc7a2d2a967ac7d5\n", - " roar::13134\n", - " 13134\n", - " Repositorio Universidad de Sucre\n", - " roar\n", - " roar_13134\n", - " \n", - " \n", - " 4609\n", - " dedup::fab2415bf42ac76e4ae00aa68b61a4ba\n", - " roar::5482\n", - " 5482\n", - " Biblioteca Virtual del Centro de Documentación\n", - " roar\n", - " roar_5482\n", - " \n", - " \n", - " 4610\n", - " dedup::fab2415bf42ac76e4ae00aa68b61a4ba\n", - " roar::5214\n", - " 5214\n", - " Biblioteca Virtual del Centro de Documentación\n", - " roar\n", - " roar_5214\n", - " \n", - " \n", - " 4691\n", - " dedup::fee4180dcb5f2af4d963b6d74d82d8c2\n", - " roar::3992\n", - " 3992\n", - " York St John University ArchivalWare Digital L...\n", - " roar\n", - " roar_3992\n", - " \n", - " \n", - " 4692\n", - " dedup::fee4180dcb5f2af4d963b6d74d82d8c2\n", - " roar::5185\n", - " 5185\n", - " York St John University ArchivalWare Digital L...\n", - " roar\n", - " roar_5185\n", - " \n", - " \n", - "\n", - "

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dedup_idduplicate_idoriginal_idnamesourceunique_id
54dedup::038ef33e8d3de51d3536d62e6c103be7roar::61676167Institutional Repository UIN Syarif Hidayatull...roarroar_6167
55dedup::038ef33e8d3de51d3536d62e6c103be7opendoar::27172717institutional repository uin syarif hidayatull...OpenDOAROpenDOAR_2717
56dedup::038ef33e8d3de51d3536d62e6c103be7roar::65806580Institutional Repository UIN Syarif Hidayatull...roarroar_6580
73dedup::044edcd1c961b3942a7e0e90d1005e2droar::79027902The University of Arizona Campus Repositoryroarroar_7902
74dedup::044edcd1c961b3942a7e0e90d1005e2dopendoar::24682468university of arizona campus repositoryOpenDOAROpenDOAR_2468
.....................
4597dedup::fa0721f07402e0593da77a46fa687da6opendoar::25452545sanok digital libraryOpenDOAROpenDOAR_2545
4598dedup::fa0721f07402e0593da77a46fa687da6roar::57465746Sanok Digital Libraryroarroar_5746
4611dedup::fab888b1713fb886b13bbd2d569bba60opendoar::25392539publication server of the wuppertal instituteOpenDOAROpenDOAR_2539
4612dedup::fab888b1713fb886b13bbd2d569bba60roar::1121211212Publication Server of the Wuppertal Instituteroarroar_11212
4613dedup::fab888b1713fb886b13bbd2d569bba60roar::58915891Publication Server of the Wuppertal Instituteroarroar_5891
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434 rows × 6 columns

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\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " \n", @@ -4138,7 +4262,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -4147,7 +4271,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -4156,7 +4280,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -4165,7 +4289,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -4183,7 +4307,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -4192,7 +4316,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -4201,7 +4325,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -4210,7 +4334,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -4219,7 +4343,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -4234,61 +4358,61 @@ ], "text/plain": [ " dedup_id \\\n", + "0 dedup::001e6d882e54c780ce269d3c46997287 \n", "1 dedup::001e6d882e54c780ce269d3c46997287 \n", - "2 dedup::001e6d882e54c780ce269d3c46997287 \n", + "2 dedup::003ab6b40af9b488decea7c582d150a2 \n", "3 dedup::003ab6b40af9b488decea7c582d150a2 \n", - "4 dedup::003ab6b40af9b488decea7c582d150a2 \n", - "5 dedup::0048f2e3aa55ab88aaaac0cfa4153ad5 \n", + "4 dedup::0048f2e3aa55ab88aaaac0cfa4153ad5 \n", "... ... \n", - "4708 dedup::ff7d2ea87cebddb182db2fb8cf32aa89 \n", + "4707 dedup::ff7d2ea87cebddb182db2fb8cf32aa89 \n", + "4708 dedup::ffb342887a73ec0ead022e0414d765b1 \n", "4709 dedup::ffb342887a73ec0ead022e0414d765b1 \n", - "4710 dedup::ffb342887a73ec0ead022e0414d765b1 \n", + "4710 dedup::ffbb6800107747f9224cdde0df95da7c \n", "4711 dedup::ffbb6800107747f9224cdde0df95da7c \n", - "4712 dedup::ffbb6800107747f9224cdde0df95da7c \n", "\n", " duplicate_id original_id \\\n", - "1 https://fairsharing.org/10.25504/FAIRsharing.q... 2094 \n", - "2 re3data::r3d100011306 r3d100011306 \n", - "3 re3data::r3d100011894 r3d100011894 \n", - "4 https://fairsharing.org/10.25504/FAIRsharing.d... 2315 \n", - "5 opendoar::4562 4562 \n", + "0 https://fairsharing.org/10.25504/FAIRsharing.q... 2094 \n", + "1 re3data::r3d100011306 r3d100011306 \n", + "2 re3data::r3d100011894 r3d100011894 \n", + "3 https://fairsharing.org/10.25504/FAIRsharing.d... 2315 \n", + "4 opendoar::4562 4562 \n", "... ... ... \n", - "4708 opendoar::2126 2126 \n", - "4709 roar::668 668 \n", - "4710 opendoar::185 185 \n", - "4711 opendoar::3122 3122 \n", - "4712 roar::13646 13646 \n", + "4707 opendoar::2126 2126 \n", + "4708 roar::668 668 \n", + "4709 opendoar::185 185 \n", + "4710 opendoar::3122 3122 \n", + "4711 roar::13646 13646 \n", "\n", " name source \\\n", - "1 RESID Database of Protein Modifications FAIRsharing \n", - "2 RESID Database of Protein Modifications re3data \n", - "3 Synapse re3data \n", - "4 Synapse FAIRsharing \n", - "5 erzincan binali yıldırım university institutio... OpenDOAR \n", + "0 RESID Database of Protein Modifications FAIRsharing \n", + "1 RESID Database of Protein Modifications re3data \n", + "2 Synapse re3data \n", + "3 Synapse FAIRsharing \n", + "4 erzincan binali yıldırım university institutio... OpenDOAR \n", "... ... ... \n", - "4708 sophia OpenDOAR \n", - "4709 Infoscience: École polytechnique fédérale de L... roar \n", - "4710 infoscience - école polytechnique fédérale de ... OpenDOAR \n", - "4711 istanbul bilgi university library open access OpenDOAR \n", - "4712 Istanbul Bilgi University Library Open Access roar \n", + "4707 sophia OpenDOAR \n", + "4708 Infoscience: École polytechnique fédérale de L... roar \n", + "4709 infoscience - école polytechnique fédérale de ... OpenDOAR \n", + "4710 istanbul bilgi university library open access OpenDOAR \n", + "4711 Istanbul Bilgi University Library Open Access roar \n", "\n", " unique_id \n", - "1 FAIRsharing_2094 \n", - "2 re3data_r3d100011306 \n", - "3 re3data_r3d100011894 \n", - "4 FAIRsharing_2315 \n", - "5 OpenDOAR_4562 \n", + "0 FAIRsharing_2094 \n", + "1 re3data_r3d100011306 \n", + "2 re3data_r3d100011894 \n", + "3 FAIRsharing_2315 \n", + "4 OpenDOAR_4562 \n", "... ... \n", - "4708 OpenDOAR_2126 \n", - "4709 roar_668 \n", - "4710 OpenDOAR_185 \n", - "4711 OpenDOAR_3122 \n", - "4712 roar_13646 \n", + "4707 OpenDOAR_2126 \n", + "4708 roar_668 \n", + "4709 OpenDOAR_185 \n", + "4710 OpenDOAR_3122 \n", + "4711 roar_13646 \n", "\n", "[3982 rows x 6 columns]" ] }, - "execution_count": 58, + "execution_count": 27, "metadata": {}, "output_type": "execute_result" } @@ -4300,6 +4424,26 @@ "# dup[dup.dedup_id.isin(dup_across.index)]" ] }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1958" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dup_across.groupby('dedup_id').ngroups" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -4309,22 +4453,22 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "dedup_id 4713\n", - "duplicate_id 4713\n", - "original_id 4713\n", - "name 4713\n", - "source 4713\n", - "unique_id 4713\n", + "dedup_id 4712\n", + "duplicate_id 4712\n", + "original_id 4712\n", + "name 4712\n", + "source 4712\n", + "unique_id 4712\n", "dtype: int64" ] }, - "execution_count": 59, + "execution_count": 29, "metadata": {}, "output_type": "execute_result" } @@ -4335,22 +4479,22 @@ }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "dedup_id 4713\n", - "duplicate_id 4713\n", - "original_id 4713\n", - "name 4713\n", - "source 4713\n", - "unique_id 4713\n", + "dedup_id 4712\n", + "duplicate_id 4712\n", + "original_id 4712\n", + "name 4712\n", + "source 4712\n", + "unique_id 4712\n", "dtype: int64" ] }, - "execution_count": 60, + "execution_count": 30, "metadata": {}, "output_type": "execute_result" } @@ -4361,16 +4505,18 @@ }, { "cell_type": "code", - "execution_count": 61, - "metadata": {}, + "execution_count": 31, + "metadata": { + "scrolled": true + }, "outputs": [ { "data": { "text/plain": [ - "2240" + "2239" ] }, - "execution_count": 61, + "execution_count": 31, "metadata": {}, "output_type": "execute_result" } @@ -4381,16 +4527,16 @@ }, { "cell_type": "code", - "execution_count": 62, + "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "2240" + "2239" ] }, - "execution_count": 62, + "execution_count": 32, "metadata": {}, "output_type": "execute_result" } @@ -4408,7 +4554,7 @@ }, { "cell_type": "code", - "execution_count": 63, + "execution_count": 33, "metadata": {}, "outputs": [ { @@ -4635,207 +4781,6 @@ " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - 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" \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " \n", @@ -5036,7 +4981,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -5237,7 +5182,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -5409,7 +5354,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -5438,7 +5383,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -5610,7 +5555,7 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -5638,52 +5583,246 @@ " \n", " \n", " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", "
dedup_idduplicate_idoriginal_idnamesourceunique_id
1dedup::001e6d882e54c780ce269d3c46997287https://fairsharing.org/10.25504/FAIRsharing.q...2094FAIRsharing_2094
21dedup::001e6d882e54c780ce269d3c46997287re3data::r3d100011306r3d100011306re3data_r3d100011306
32dedup::003ab6b40af9b488decea7c582d150a2re3data::r3d100011894r3d100011894re3data_r3d100011894
43dedup::003ab6b40af9b488decea7c582d150a2https://fairsharing.org/10.25504/FAIRsharing.d...2315FAIRsharing_2315
54dedup::0048f2e3aa55ab88aaaac0cfa4153ad5opendoar::45624562...
47084707dedup::ff7d2ea87cebddb182db2fb8cf32aa89opendoar::21262126OpenDOAR_2126
47094708dedup::ffb342887a73ec0ead022e0414d765b1roar::668668roar_668
47104709dedup::ffb342887a73ec0ead022e0414d765b1opendoar::185185OpenDOAR_185
47114710dedup::ffbb6800107747f9224cdde0df95da7copendoar::31223122OpenDOAR_3122
47124711dedup::ffbb6800107747f9224cdde0df95da7croar::1364613646
0dedup_idduplicate_idoriginal_idnamecollectedfromcollectedfrom_original_idNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1dedup::07b65089515c8f99812d14bbb01334a6roar::474474roar_474
21dedup::07b65089515c8f99812d14bbb01334a6roar::55415541roar_5541
32dedup::0be44aa69610e09805d4002baf7e0b10roar::1686716867dspaceNaNother[RT, R1, RC0254, RC1200, RK][RT, RC0254, RC1200, R1, RK]2009-10-21 00:00:00NaNNaNroar_16867
43dedup::0be44aa69610e09805d4002baf7e0b10roar::29072907dspaceNaNother[RC1200, RT, R1, RC0254, RC0321, RK][RC0321, RT, RC0254, RC1200, R1, RK]2009-10-21 00:00:00NaNNaNNaNroar_2907
4dedup::0c34770edc42a1d2ac361b64cfabfb63roar::54325432Digital Library of Jelenia Góraroarroar_5432NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN54329archive8NaNNaNdisk0/00/00/54/322012-11-19 20:28:012012-11-26 06:53:382012-11-19 20:28:01institutionalNaNNaNshowNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNhttp://jbc.jelenia-gora.pl/dlibra.htmlDigital Library of Jelenia Górahttp://jbc.jelenia-gora.pl/dlibra/oai-pmh-repo...NaNNaNNaNUsers may set up RSS feeds to be alerted to ne...NaNNaNNaNJeleniogórskie Centrum Informacji i Edukacji R...http://biblioteka.jelenia-gora.pl/plNaN50.901215.7341NaNgeoname_2_PLotherNaN2012-07-01 15:12:22NaNNaN000200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19...NaNNaNNaNNaN[celestial, opendoar][4595, 2211]NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNroar_5432
\n", "
" ], "text/plain": [ - " dedup_id duplicate_id original_id \\\n", - "0 dedup_id duplicate_id original_id \n", - "1 dedup::07b65089515c8f99812d14bbb01334a6 roar::474 474 \n", - "2 dedup::07b65089515c8f99812d14bbb01334a6 roar::5541 5541 \n", - "3 dedup::0be44aa69610e09805d4002baf7e0b10 roar::16867 16867 \n", - "4 dedup::0be44aa69610e09805d4002baf7e0b10 roar::2907 2907 \n", + " dedup_id duplicate_id original_id \\\n", + "0 dedup::07b65089515c8f99812d14bbb01334a6 roar::474 474 \n", + "1 dedup::07b65089515c8f99812d14bbb01334a6 roar::5541 5541 \n", + "2 dedup::0be44aa69610e09805d4002baf7e0b10 roar::16867 16867 \n", + "3 dedup::0be44aa69610e09805d4002baf7e0b10 roar::2907 2907 \n", + "4 dedup::0c34770edc42a1d2ac361b64cfabfb63 roar::5432 5432 \n", "\n", - " name source \\\n", - "0 name collectedfrom \n", - "1 ECNIS Repository (Environmental Cancer Risk roar \n", - "2 ECNIS Repository (Environmental Cancer Risk roar \n", - "3 Chung Shan Medical University Institutional Re... roar \n", - "4 Chung Shan Medical University Institutional Re... roar \n", + " name source unique_id \\\n", + "0 ECNIS Repository (Environmental Cancer Risk roar roar_474 \n", + "1 ECNIS Repository (Environmental Cancer Risk roar roar_5541 \n", + "2 Chung Shan Medical University Institutional Re... roar roar_16867 \n", + "3 Chung Shan Medical University Institutional Re... roar roar_2907 \n", + "4 Digital Library of Jelenia Góra roar roar_5432 \n", "\n", - " unique_id FAIRsharing_id FAIRsharing_type \\\n", - "0 collectedfrom_original_id NaN NaN \n", - "1 roar_474 NaN NaN \n", - "2 roar_5541 NaN NaN \n", - "3 roar_16867 NaN NaN \n", - "4 roar_2907 NaN NaN \n", + " FAIRsharing_id FAIRsharing_type FAIRsharing_attributes.created-at \\\n", + "0 NaN NaN NaN \n", + "1 NaN NaN NaN \n", + "2 NaN NaN NaN \n", + "3 NaN NaN NaN \n", + "4 NaN NaN NaN \n", "\n", - " FAIRsharing_attributes.created-at FAIRsharing_attributes.updated-at \\\n", - "0 NaN NaN \n", - "1 NaN NaN \n", - "2 NaN NaN \n", - "3 NaN NaN \n", - "4 NaN NaN \n", + " FAIRsharing_attributes.updated-at FAIRsharing_attributes.metadata.doi \\\n", + "0 NaN NaN \n", + "1 NaN NaN \n", + "2 NaN NaN \n", + "3 NaN NaN \n", + "4 NaN NaN \n", "\n", - " FAIRsharing_attributes.metadata.doi FAIRsharing_attributes.metadata.name \\\n", - "0 NaN NaN \n", - "1 NaN NaN \n", - "2 NaN NaN \n", - "3 NaN NaN \n", - "4 NaN NaN \n", - "\n", - " FAIRsharing_attributes.metadata.status \\\n", - "0 NaN \n", - "1 NaN \n", - "2 NaN \n", - "3 NaN \n", - "4 NaN \n", + " FAIRsharing_attributes.metadata.name FAIRsharing_attributes.metadata.status \\\n", + "0 NaN NaN \n", + "1 NaN NaN \n", + "2 NaN NaN \n", + "3 NaN NaN \n", + "4 NaN NaN \n", "\n", " FAIRsharing_attributes.metadata.contacts \\\n", "0 NaN \n", @@ -6169,32 +6308,32 @@ "4 NaN NaN \n", "\n", " roar_eprintid roar_rev_number roar_eprint_status roar_userid roar_importid \\\n", - "0 NaN NaN NaN NaN NaN \n", - "1 474 281 archive 1 NaN \n", - "2 5541 8 archive 8 NaN \n", - "3 16867 3 archive 360 NaN \n", - "4 2907 548 archive 360 NaN \n", + "0 474 281 archive 1 NaN \n", + "1 5541 8 archive 8 NaN \n", + "2 16867 3 archive 360 NaN \n", + "3 2907 548 archive 360 NaN \n", + "4 5432 9 archive 8 NaN \n", "\n", " roar_source roar_dir roar_datestamp roar_lastmod \\\n", - "0 NaN NaN NaN NaN \n", - "1 NaN disk0/00/00/04/74 2010-01-06 13:44:22 2011-07-06 08:19:53 \n", - "2 NaN disk0/00/00/55/41 2012-12-12 01:21:03 2012-12-15 02:51:35 \n", - "3 NaN disk0/00/01/68/67 2021-02-25 13:06:19 2021-02-25 13:06:19 \n", - "4 NaN disk0/00/00/29/07 2010-07-29 01:40:55 2021-02-17 06:33:34 \n", + "0 NaN disk0/00/00/04/74 2010-01-06 13:44:22 2011-07-06 08:19:53 \n", + "1 NaN disk0/00/00/55/41 2012-12-12 01:21:03 2012-12-15 02:51:35 \n", + "2 NaN disk0/00/01/68/67 2021-02-25 13:06:19 2021-02-25 13:06:19 \n", + "3 NaN disk0/00/00/29/07 2010-07-29 01:40:55 2021-02-17 06:33:34 \n", + "4 NaN disk0/00/00/54/32 2012-11-19 20:28:01 2012-11-26 06:53:38 \n", "\n", " roar_status_changed roar_type roar_succeeds roar_commentary \\\n", - "0 NaN NaN NaN NaN \n", - "1 2010-01-06 13:44:22 other NaN NaN \n", - "2 2012-12-12 01:21:03 institutional NaN NaN \n", - "3 2021-02-25 13:06:19 institutional 2907 NaN \n", - "4 2010-07-29 01:40:55 institutional NaN NaN \n", + "0 2010-01-06 13:44:22 other NaN NaN \n", + "1 2012-12-12 01:21:03 institutional NaN NaN \n", + "2 2021-02-25 13:06:19 institutional 2907 NaN \n", + "3 2010-07-29 01:40:55 institutional NaN NaN \n", + "4 2012-11-19 20:28:01 institutional NaN NaN \n", "\n", " roar_metadata_visibility roar_latitude roar_longitude roar_relation_type \\\n", - "0 NaN NaN NaN NaN \n", + "0 show NaN NaN NaN \n", "1 show NaN NaN NaN \n", "2 show NaN NaN NaN \n", - "3 show NaN NaN NaN \n", - "4 no_search NaN NaN NaN \n", + "3 no_search NaN NaN NaN \n", + "4 show NaN NaN NaN \n", "\n", " roar_relation_uri roar_item_issues_id roar_item_issues_type \\\n", "0 NaN NaN NaN \n", @@ -6225,32 +6364,32 @@ "4 NaN NaN \n", "\n", " roar_item_issues_count roar_sword_depositor roar_sword_slug roar_exemplar \\\n", - "0 NaN NaN NaN NaN \n", - "1 0 NaN NaN NaN \n", - "2 NaN NaN NaN NaN \n", + "0 0 NaN NaN NaN \n", + "1 NaN NaN NaN NaN \n", + "2 0 NaN NaN NaN \n", "3 0 NaN NaN NaN \n", - "4 0 NaN NaN NaN \n", + "4 NaN NaN NaN NaN \n", "\n", " roar_home_page \\\n", - "0 NaN \n", - "1 http://ecnis.openrepository.com/ \n", - "2 http://ecnis.openrepository.com/ecnis/ \n", + "0 http://ecnis.openrepository.com/ \n", + "1 http://ecnis.openrepository.com/ecnis/ \n", + "2 https://ir.csmu.edu.tw:8080 \n", "3 https://ir.csmu.edu.tw:8080 \n", - "4 https://ir.csmu.edu.tw:8080 \n", + "4 http://jbc.jelenia-gora.pl/dlibra.html \n", "\n", " roar_title \\\n", - "0 NaN \n", + "0 ECNIS Repository (Environmental Cancer Risk, N... \n", "1 ECNIS Repository (Environmental Cancer Risk, N... \n", - "2 ECNIS Repository (Environmental Cancer Risk, N... \n", + "2 Chung Shan Medical University Institutional Re... \n", "3 Chung Shan Medical University Institutional Re... \n", - "4 Chung Shan Medical University Institutional Re... \n", + "4 Digital Library of Jelenia Góra \n", "\n", " roar_oai_pmh roar_sword_endpoint \\\n", "0 NaN NaN \n", "1 NaN NaN \n", - "2 NaN NaN \n", + "2 https://ir.csmu.edu.tw:8080/ir-oai/request?ver... NaN \n", "3 https://ir.csmu.edu.tw:8080/ir-oai/request?ver... NaN \n", - "4 https://ir.csmu.edu.tw:8080/ir-oai/request?ver... NaN \n", + "4 http://jbc.jelenia-gora.pl/dlibra/oai-pmh-repo... NaN \n", "\n", " roar_rss_feed roar_twitter_feed \\\n", "0 NaN NaN \n", @@ -6260,112 +6399,112 @@ "4 NaN NaN \n", "\n", " roar_description roar_fulltext \\\n", - "0 NaN NaN \n", - "1 This site is a subject specific repository con... TRUE \n", - "2 This site is a subject specific repository con... NaN \n", + "0 This site is a subject specific repository con... TRUE \n", + "1 This site is a subject specific repository con... NaN \n", + "2 NaN TRUE \n", "3 NaN TRUE \n", - "4 NaN TRUE \n", + "4 Users may set up RSS feeds to be alerted to ne... NaN \n", "\n", " roar_open_access roar_mandate \\\n", - "0 NaN NaN \n", - "1 TRUE NaN \n", - "2 NaN NaN \n", + "0 TRUE NaN \n", + "1 NaN NaN \n", + "2 TRUE FALSE \n", "3 TRUE FALSE \n", - "4 TRUE FALSE \n", + "4 NaN NaN \n", "\n", " roar_organisation_title \\\n", - "0 NaN \n", - "1 ECNIS (Environmental Cancer Risk, Nutrition an... \n", - "2 ECNIS Network of Excellence \n", + "0 ECNIS (Environmental Cancer Risk, Nutrition an... \n", + "1 ECNIS Network of Excellence \n", + "2 NaN \n", "3 NaN \n", - "4 NaN \n", + "4 Jeleniogórskie Centrum Informacji i Edukacji R... \n", "\n", - " roar_organisation_home_page roar_location_country roar_location_city \\\n", - "0 NaN NaN NaN \n", - "1 http://www.ecnis.org pl Lodz \n", - "2 http://www.ecnis.org/ pl NaN \n", - "3 NaN NaN NaN \n", - "4 NaN NaN NaN \n", + " roar_organisation_home_page roar_location_country \\\n", + "0 http://www.ecnis.org pl \n", + "1 http://www.ecnis.org/ pl \n", + "2 NaN NaN \n", + "3 NaN NaN \n", + "4 http://biblioteka.jelenia-gora.pl/ pl \n", "\n", - " roar_location_latitude roar_location_longitude roar_software roar_geoname \\\n", - "0 NaN NaN NaN NaN \n", - "1 51.8 19.5 openrepo geoname_2_PL \n", - "2 51.8 19.5 NaN geoname_2_PL \n", - "3 NaN NaN dspace NaN \n", - "4 NaN NaN dspace NaN \n", + " roar_location_city roar_location_latitude roar_location_longitude \\\n", + "0 Lodz 51.8 19.5 \n", + "1 NaN 51.8 19.5 \n", + "2 NaN NaN NaN \n", + "3 NaN NaN NaN \n", + "4 NaN 50.9012 15.7341 \n", "\n", - " roar_version roar_subjects roar_date \\\n", - "0 NaN NaN NaN \n", - "1 other NaN 2008-06-03 08:05:43 \n", - "2 other NaN 2012-07-01 15:13:36 \n", - "3 other [RT, R1, RC0254, RC1200, RK] 2009-10-21 00:00:00 \n", - "4 other [RC1200, RT, R1, RC0254, RC0321, RK] 2009-10-21 00:00:00 \n", + " roar_software roar_geoname roar_version \\\n", + "0 openrepo geoname_2_PL other \n", + "1 NaN geoname_2_PL other \n", + "2 dspace NaN other \n", + "3 dspace NaN other \n", + "4 NaN geoname_2_PL other \n", "\n", - " roar_note roar_suggestions roar_activity_low roar_activity_medium \\\n", - "0 NaN NaN NaN NaN \n", - "1 NaN NaN NaN NaN \n", - "2 NaN NaN NaN NaN \n", - "3 NaN NaN 0 0 \n", - "4 NaN NaN 0 0 \n", + " roar_subjects roar_date roar_note \\\n", + "0 NaN 2008-06-03 08:05:43 NaN \n", + "1 NaN 2012-07-01 15:13:36 NaN \n", + "2 [RT, RC0254, RC1200, R1, RK] 2009-10-21 00:00:00 NaN \n", + "3 [RC0321, RT, RC0254, RC1200, R1, RK] 2009-10-21 00:00:00 NaN \n", + "4 NaN 2012-07-01 15:12:22 NaN \n", "\n", - " roar_activity_high roar_recordcount \\\n", - "0 NaN NaN \n", - "1 NaN NaN \n", - "2 NaN NaN \n", - "3 0 100 \n", - "4 0 100 \n", + " roar_suggestions roar_activity_low roar_activity_medium roar_activity_high \\\n", + "0 NaN NaN NaN NaN \n", + "1 NaN NaN NaN NaN \n", + "2 NaN 0 0 0 \n", + "3 NaN 0 0 0 \n", + "4 NaN 0 0 0 \n", "\n", - " roar_recordhistory roar_fulltexts_total \\\n", - "0 NaN NaN \n", - "1 NaN NaN \n", - "2 NaN NaN \n", - "3 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28... NaN \n", - "4 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28... NaN \n", + " roar_recordcount roar_recordhistory \\\n", + "0 NaN NaN \n", + "1 NaN NaN \n", + "2 100 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28... \n", + "3 100 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28... \n", + "4 20 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19... \n", "\n", - " roar_fulltexts_docs roar_fulltexts_rtotal roar_fulltexts_rdocs \\\n", - "0 NaN NaN NaN \n", - "1 NaN NaN NaN \n", - "2 NaN NaN NaN \n", - "3 NaN NaN NaN \n", - "4 NaN NaN NaN \n", + " roar_fulltexts_total roar_fulltexts_docs roar_fulltexts_rtotal \\\n", + "0 NaN NaN NaN \n", + "1 NaN NaN NaN \n", + "2 NaN NaN NaN \n", + "3 NaN NaN NaN \n", + "4 NaN NaN NaN \n", "\n", - " roar_registry_name roar_registry_id roar_submit_to roar_submitted_to_name \\\n", - "0 NaN NaN NaN NaN \n", - "1 opendoar 1254 NaN NaN \n", - "2 opendoar 1254 NaN NaN \n", - "3 NaN NaN celestial NaN \n", - "4 NaN NaN celestial NaN \n", + " roar_fulltexts_rdocs roar_registry_name roar_registry_id roar_submit_to \\\n", + "0 NaN opendoar 1254 NaN \n", + "1 NaN opendoar 1254 NaN \n", + "2 NaN NaN NaN celestial \n", + "3 NaN NaN NaN celestial \n", + "4 NaN [celestial, opendoar] [4595, 2211] NaN \n", "\n", - " roar_submitted_to_done roar_webometrics_rank roar_webometrics_size \\\n", - "0 NaN NaN NaN \n", - "1 NaN NaN NaN \n", - "2 NaN NaN NaN \n", - "3 NaN NaN NaN \n", - "4 NaN NaN NaN \n", + " roar_submitted_to_name roar_submitted_to_done roar_webometrics_rank \\\n", + "0 NaN NaN NaN \n", + "1 NaN NaN NaN \n", + "2 NaN NaN NaN \n", + "3 NaN NaN NaN \n", + "4 NaN NaN NaN \n", "\n", - " roar_webometrics_visibility roar_webometrics_rich_files \\\n", - "0 NaN NaN \n", - "1 NaN NaN \n", - "2 NaN NaN \n", - "3 NaN NaN \n", - "4 NaN NaN \n", + " roar_webometrics_size roar_webometrics_visibility \\\n", + "0 NaN NaN \n", + "1 NaN NaN \n", + "2 NaN NaN \n", + "3 NaN NaN \n", + "4 NaN NaN \n", "\n", - " roar_webometrics_scholar roar_monthly_deposits roar_total_deposits \\\n", - "0 NaN NaN NaN \n", - "1 NaN NaN NaN \n", - "2 NaN NaN NaN \n", - "3 NaN NaN NaN \n", - "4 NaN NaN NaN \n", + " roar_webometrics_rich_files roar_webometrics_scholar roar_monthly_deposits \\\n", + "0 NaN NaN NaN \n", + "1 NaN NaN NaN \n", + "2 NaN NaN NaN \n", + "3 NaN NaN NaN \n", + "4 NaN NaN NaN \n", "\n", - " roar_association roar_unique_id \n", - "0 NaN NaN \n", - "1 NaN roar_474 \n", - "2 NaN roar_5541 \n", - "3 NaN roar_16867 \n", - "4 NaN roar_2907 " + " roar_total_deposits roar_association roar_unique_id \n", + "0 NaN NaN roar_474 \n", + "1 NaN NaN roar_5541 \n", + "2 NaN NaN roar_16867 \n", + "3 NaN NaN roar_2907 \n", + "4 NaN NaN roar_5432 " ] }, - "execution_count": 63, + "execution_count": 33, "metadata": {}, "output_type": "execute_result" } @@ -6380,7 +6519,7 @@ }, { "cell_type": "code", - "execution_count": 64, + "execution_count": 34, "metadata": {}, "outputs": [ { @@ -6761,7 +6900,7 @@ " NaN\n", " http://repository.uinjkt.ac.id\n", " Institutional Repository UIN Syarif Hidayatull...\n", - " [http://repository.uinjkt.ac.id/dspace/htmlmap...\n", + " [http://repository.uinjkt.ac.id/oai, http://re...\n", " http://repository.uinjkt.ac.id/sword/\n", " NaN\n", " NaN\n", @@ -6792,7 +6931,7 @@ " NaN\n", " NaN\n", " [celestial, opendoar]\n", - " [2717, 5109, 5108]\n", + " [5108, 2717, 5109]\n", " NaN\n", " NaN\n", " NaN\n", @@ -7180,7 +7319,7 @@ " dspace\n", " geoname_2_ID\n", " other\n", - " [Z665, BP, Z004, Q1, Z719, AC]\n", + " [AC, Z665, Z004, Z719, BP, Q1]\n", " 2013-03-04 07:20:37\n", " NaN\n", " NaN\n", @@ -8211,7 +8350,7 @@ "4 NaN \n", "\n", " roar_oai_pmh \\\n", - "0 [http://repository.uinjkt.ac.id/dspace/htmlmap... \n", + "0 [http://repository.uinjkt.ac.id/oai, http://re... \n", "1 NaN \n", "2 NaN \n", "3 http://arizona.openrepository.com/arizona/oai/... \n", @@ -8269,7 +8408,7 @@ " roar_software roar_geoname roar_version roar_subjects \\\n", "0 dspace geoname_2_ID other AI \n", "1 NaN NaN NaN NaN \n", - "2 dspace geoname_2_ID other [Z665, BP, Z004, Q1, Z719, AC] \n", + "2 dspace geoname_2_ID other [AC, Z665, Z004, Z719, BP, Q1] \n", "3 dspace geoname_2_US other NaN \n", "4 NaN NaN NaN NaN \n", "\n", @@ -8302,7 +8441,7 @@ "4 NaN NaN \n", "\n", " roar_registry_id roar_submit_to roar_submitted_to_name \\\n", - "0 [2717, 5109, 5108] NaN NaN \n", + "0 [5108, 2717, 5109] NaN NaN \n", "1 NaN NaN NaN \n", "2 NaN NaN NaN \n", "3 [5404, http://opendoar.org/id/2468/] NaN NaN \n", @@ -8337,7 +8476,7 @@ "4 NaN NaN " ] }, - "execution_count": 64, + "execution_count": 34, "metadata": {}, "output_type": "execute_result" } @@ -8352,7 +8491,7 @@ }, { "cell_type": "code", - "execution_count": 65, + "execution_count": 35, "metadata": {}, "outputs": [ { @@ -10393,7 +10532,7 @@ "4 NaN NaN " ] }, - "execution_count": 65, + "execution_count": 35, "metadata": {}, "output_type": "execute_result" } @@ -10408,7 +10547,7 @@ }, { "cell_type": "code", - "execution_count": 66, + "execution_count": 36, "metadata": {}, "outputs": [ { @@ -11009,7 +11148,7 @@ " [dspace, dspace]\n", " [nan, nan]\n", " [other, other]\n", - " [[RT, R1, RC0254, RC1200, RK], [RC1200, RT, R1...\n", + " [[RT, RC0254, RC1200, R1, RK], [RC0321, RT, RC...\n", " [2009-10-21 00:00:00, 2009-10-21 00:00:00]\n", " [nan, nan]\n", " [nan, nan]\n", @@ -11225,7 +11364,7 @@ " [nan, nan]\n", " [nan, nan]\n", " [[celestial, opendoar], [celestial, opendoar]]\n", - " [[2211, 4595], [2211, 4595]]\n", + " [[4595, 2211], [4595, 2211]]\n", " [nan, nan]\n", " [nan, nan]\n", " [nan, nan]\n", @@ -12351,7 +12490,7 @@ "\n", " roar_version roar_subjects \\\n", "0 [other, other] [nan, nan] \n", - "1 [other, other] [[RT, R1, RC0254, RC1200, RK], [RC1200, RT, R1... \n", + "1 [other, other] [[RT, RC0254, RC1200, R1, RK], [RC0321, RT, RC... \n", "2 [other, other] [nan, nan] \n", "3 [other, other, other] [nan, nan, nan] \n", "4 [other, other] [nan, nan] \n", @@ -12394,7 +12533,7 @@ " roar_registry_id roar_submit_to \\\n", "0 [1254, 1254] [nan, nan] \n", "1 [nan, nan] [celestial, celestial] \n", - "2 [[2211, 4595], [2211, 4595]] [nan, nan] \n", + "2 [[4595, 2211], [4595, 2211]] [nan, nan] \n", "3 [[2246, 1879], [2246, 1879], [2246, 1879]] [nan, nan, nan] \n", "4 [3078, 5657] [nan, nan] \n", "\n", @@ -12434,7 +12573,7 @@ "4 [nan, nan] [roar_8405, roar_8716] {roar} " ] }, - "execution_count": 66, + "execution_count": 36, "metadata": {}, "output_type": "execute_result" } @@ -12447,7 +12586,7 @@ }, { "cell_type": "code", - "execution_count": 67, + "execution_count": 37, "metadata": {}, "outputs": [ { @@ -12829,7 +12968,7 @@ " [nan, nan, nan]\n", " [http://repository.uinjkt.ac.id, nan, http://r...\n", " [Institutional Repository UIN Syarif Hidayatul...\n", - " [[http://repository.uinjkt.ac.id/dspace/htmlma...\n", + " [[http://repository.uinjkt.ac.id/oai, http://r...\n", " [http://repository.uinjkt.ac.id/sword/, nan, nan]\n", " [nan, nan, nan]\n", " [nan, nan, nan]\n", @@ -12846,7 +12985,7 @@ " [dspace, nan, dspace]\n", " [geoname_2_ID, nan, geoname_2_ID]\n", " [other, nan, other]\n", - " [AI, nan, [Z665, BP, Z004, Q1, Z719, AC]]\n", + " [AI, nan, [AC, Z665, Z004, Z719, BP, Q1]]\n", " [2012-11-07 08:11:19, nan, 2013-03-04 07:20:37]\n", " [nan, nan, nan]\n", " [nan, nan, nan]\n", @@ -12860,7 +12999,7 @@ " [nan, nan, nan]\n", " [nan, nan, nan]\n", " [[celestial, opendoar], nan, nan]\n", - " [[2717, 5109, 5108], nan, nan]\n", + " [[5108, 2717, 5109], nan, nan]\n", " [nan, nan, nan]\n", " [nan, nan, nan]\n", " [nan, nan, nan]\n", @@ -13264,7 +13403,7 @@ " [nan, nan, nan]\n", " [nan, nan, nan]\n", " [celestial, nan, [celestial, opendoar]]\n", - " [5654, nan, [5654, http://opendoar.org/id/3096/]]\n", + " [5654, nan, [http://opendoar.org/id/3096/, 5654]]\n", " [nan, nan, nan]\n", " [nan, nan, nan]\n", " [nan, nan, nan]\n", @@ -13452,7 +13591,7 @@ " [nan, dspace, dspace]\n", " [nan, geoname_2_MX, geoname_2_MX]\n", " [nan, other, other]\n", - " [nan, [D880, D1, D901, D204, D111, DP, F1201, ...\n", + " [nan, [D1, E11, F1201, D111, D901, DP, D204, D...\n", " [nan, 2020-02-14 18:36:03, 2020-02-14 18:36:03]\n", " [nan, ¿Quién puede depositar documentos en el ...\n", " [nan, nan, nan]\n", @@ -13479,7 +13618,7 @@ " [nan, nan, nan]\n", " [nan, [russell_group, ivy_league], [russell_gr...\n", " [nan, roar_15805, roar_15765]\n", - " {roar, OpenDOAR}\n", + " {OpenDOAR, roar}\n", " \n", " \n", " 4\n", @@ -13681,7 +13820,7 @@ " [nan, nan, nan]\n", " [nan, nan, nan]\n", " [nan, roar_5840, roar_5915]\n", - " {roar, OpenDOAR}\n", + " {OpenDOAR, roar}\n", " \n", " \n", "\n", @@ -14347,7 +14486,7 @@ "4 [nan, Biblioteka Cyfrowa Diecezji Legnickiej, ... \n", "\n", " roar_oai_pmh \\\n", - "0 [[http://repository.uinjkt.ac.id/dspace/htmlma... \n", + "0 [[http://repository.uinjkt.ac.id/oai, http://r... \n", "1 [http://arizona.openrepository.com/arizona/oai... \n", "2 [http://scholarworks.uvm.edu/do/oai/, nan, htt... \n", "3 [nan, http://ru.historicas.unam.mx/oai/request... \n", @@ -14417,10 +14556,10 @@ "4 [nan, geoname_2_PL, geoname_2_PL] [nan, other, other] \n", "\n", " roar_subjects \\\n", - "0 [AI, nan, [Z665, BP, Z004, Q1, Z719, AC]] \n", + "0 [AI, nan, [AC, Z665, Z004, Z719, BP, Q1]] \n", "1 [nan, nan, nan] \n", "2 [nan, nan, nan] \n", - "3 [nan, [D880, D1, D901, D204, D111, DP, F1201, ... \n", + "3 [nan, [D1, E11, F1201, D111, D901, DP, D204, D... \n", "4 [nan, nan, nan] \n", "\n", " roar_date \\\n", @@ -14466,9 +14605,9 @@ "4 [nan, [celestial, opendoar], [celestial, opend... \n", "\n", " roar_registry_id roar_submit_to \\\n", - "0 [[2717, 5109, 5108], nan, nan] [nan, nan, nan] \n", + "0 [[5108, 2717, 5109], nan, nan] [nan, nan, nan] \n", "1 [[5404, http://opendoar.org/id/2468/], nan, 2468] [nan, nan, nan] \n", - "2 [5654, nan, [5654, http://opendoar.org/id/3096/]] [nan, nan, nan] \n", + "2 [5654, nan, [http://opendoar.org/id/3096/, 5654]] [nan, nan, nan] \n", "3 [nan, nan, 9528] [nan, nan, nan] \n", "4 [nan, [2557, 5081], [2557, 5081]] [nan, nan, nan] \n", "\n", @@ -14504,11 +14643,11 @@ "0 [roar_6167, nan, roar_6580] {OpenDOAR, roar} \n", "1 [roar_7902, nan, roar_5216] {OpenDOAR, roar} \n", "2 [roar_12182, nan, roar_8677] {OpenDOAR, roar} \n", - "3 [nan, roar_15805, roar_15765] {roar, OpenDOAR} \n", - "4 [nan, roar_5840, roar_5915] {roar, OpenDOAR} " + "3 [nan, roar_15805, roar_15765] {OpenDOAR, roar} \n", + "4 [nan, roar_5840, roar_5915] {OpenDOAR, roar} " ] }, - "execution_count": 67, + "execution_count": 37, "metadata": {}, "output_type": "execute_result" } @@ -14521,7 +14660,7 @@ }, { "cell_type": "code", - "execution_count": 68, + "execution_count": 38, "metadata": {}, "outputs": [ { @@ -15351,7 +15490,7 @@ " [nan, nan]\n", " [nan, nan]\n", " [nan, roar_14673]\n", - " {roar, OpenDOAR}\n", + " {OpenDOAR, roar}\n", " \n", " \n", " 3\n", @@ -15520,7 +15659,7 @@ " [nan, University of the Pacific]\n", " [nan, https://www.pacific.edu/]\n", " [nan, us]\n", - " [nan, [Stockton, Sacramento, San Francisco]]\n", + " [nan, [Sacramento, Stockton, San Francisco]]\n", " [nan, nan]\n", " [nan, nan]\n", " [nan, bepress]\n", @@ -15553,7 +15692,7 @@ " [nan, nan]\n", " [nan, nan]\n", " [nan, roar_13960]\n", - " {roar, OpenDOAR}\n", + " {OpenDOAR, roar}\n", " \n", " \n", " 4\n", @@ -15742,7 +15881,7 @@ " [nan, nan]\n", " [nan, nan]\n", " [[celestial, opendoar], nan]\n", - " [[1285, 1234], nan]\n", + " [[1234, 1285], nan]\n", " [nan, nan]\n", " [nan, nan]\n", " [nan, nan]\n", @@ -16557,7 +16696,7 @@ "0 [nan, nan] [nan, nan] \n", "1 [nan, nan] [nan, nan] \n", "2 [nan, Erzincan] [nan, 39.7463] \n", - "3 [nan, [Stockton, Sacramento, San Francisco]] [nan, nan] \n", + "3 [nan, [Sacramento, Stockton, San Francisco]] [nan, nan] \n", "4 [ DHAHRAN, nan] [17.4333, nan] \n", "\n", " roar_location_longitude roar_software roar_geoname roar_version \\\n", @@ -16607,7 +16746,7 @@ "1 [nan, nan] [nan, nan] [nan, nan] \n", "2 [nan, nan] [nan, nan] [nan, nan] \n", "3 [nan, celestial] [nan, 6700] [nan, nan] \n", - "4 [[celestial, opendoar], nan] [[1285, 1234], nan] [nan, nan] \n", + "4 [[celestial, opendoar], nan] [[1234, 1285], nan] [nan, nan] \n", "\n", " roar_submitted_to_name roar_submitted_to_done roar_webometrics_rank \\\n", "0 [nan, nan] [nan, nan] [nan, nan] \n", @@ -16640,12 +16779,12 @@ " source_set \n", "0 {FAIRsharing, re3data} \n", "1 {FAIRsharing, re3data} \n", - "2 {roar, OpenDOAR} \n", - "3 {roar, OpenDOAR} \n", + "2 {OpenDOAR, roar} \n", + "3 {OpenDOAR, roar} \n", "4 {OpenDOAR, roar} " ] }, - "execution_count": 68, + "execution_count": 38, "metadata": {}, "output_type": "execute_result" } @@ -16658,7 +16797,7 @@ }, { "cell_type": "code", - "execution_count": 69, + "execution_count": 39, "metadata": {}, "outputs": [], "source": [