EMAKG: an enriched version of the Microsoft Academic Knowledge Graph

The <strong>Enhanced MAKG</strong> (<strong>EMAKG</strong>) provides an updated and enriched version of the Microsoft Academic Knowledge Graph (MAKG). The EMAKG is a large dataset of <strong>scientific publications</strong> and related entities such as <strong>authors</strong>, <strong>affiliations</strong>, <strong>venues</strong>, and <strong>fields of study</strong>. Data includes <strong>authors' careers and networks of collaborations</strong>, <strong>linguistics features</strong>, together with <strong>worldwide yearly authors' stocks and flows</strong>. The EMAKG data is mainly based on the MAKG - <strong>Version 2020-06-19 (March 25, 2021)</strong>. Methods: https://github.com/LauraPollacci/EMAKG <em>Version 0.0 (reduced version)</em><br> Version 0.0 provides a set of EMAKG subsets, some of which are in abridged form: 01.AffiliationsGeo: Affiliations subset.<br> 03.ConferenceInstances: Conferences subset.<br> 04.Conference Series: ConferenceSeries subset. <br> 05.Journals: Journals subset. <br> 06.24.PaperAuthorAffiliations_Disambiguated: Relationships between papers and disambiguated authors. <br> 09.PaperResources: URLs and resources of publications.<br> 10.Papers: Papers subset.<br> 12.EntityRelatedEntities: Connections between entities.<br> 13.FieldOfStudyChildren: Field of study kinship relations.<br> 14.FieldOfStudyExtendedAttributes: Fields of study co-references between different datasets.<br> 15.FieldsOfStudy: Fields of study subset.<br> 16.PaperFieldsOfStudy: Relationships between papers and fields of study.<br> 18.RelatedFieldOfStudy: Relationships between symptoms, medical treatments, disease causes and fields of study.<br> 19.PaperCitationContexts: Contexts of citations in CiTo.<br> 20.AbstractsProcessed_Chunk0-14: Chunk of processed abstracts.<br> 22.FieldOfStudyLabeled: Tags and scores of fields of studies.<br> 23.Authors_disambiguated: Disambiguated authors subset.<br> 24.PaperAuthorAffiliation_Disambiguated: Relationships between papers, disambiguated authors and affiliations.<br> 25.AuthorORCID: Authors' ORCIDs.<br> 26.AuthorCareer: Authors' yearly publications.<br> 27.AuthorYearLocation: Authors' yearly locations.<br> 28.AuthorEgoNetworks_2000-2014: Authors' ego networks from 2000 to 2014.<br> 29.CountryAnnualFlowsAggregated: Flows aggregated by country and year.<br> 30.FlowsAnnual: Annual country to country flows.<br> 31.StocksAnnual: Annual stocks aggregated by country.<br> 32.PaperFieldsOfStudyLabeled: Publications tagged with fields of studies.<br> 33.Authors_disambiguated_Hindex: H-index of disambiguated authors.