Elsevier BV Showcase

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A set of four nested PySpark notebooks on Elsevier’s cloud-based computational platform powered by Databricks that constitute a customisable research tool for studying researcher mobility.

Elsevier's 2024 Gender Report tracks and analyzes data across 18 countries and 2 regions (EU 27 and the world) examining women’s performance in research and innovation across disciplines and career stages. Our Report provides new insights into interdisciplinarity, multidisciplinarity, grant recipients, patent applications, open access, UN Sustainable Development Goals (SDG) research areas, as well as alternative metrics including policy and media citations. More information at https://www.elsevier.com/en-au/insights/gender-and-diversity-in-research

The global research community is making progress, albeit slowly, towards the full and equal participation of women. This webinar recording presents highlights from a major new data-driven analysis of gender diversity in research. Building on prior work by Elsevier, this analysis draws on Scopus data stretching back more than two decades to assess the representation of women in research and changes over time, in a global context and for 18 countries. Beyond examining men’s and women’s research participation and research footprint, new insights will be presented on gender participation across career stages, in areas such as interdisciplinarity and multidisciplinarity, open access publication, SDGs, mentorship contribution, and alternative metrics, to paint a fuller picture of the state of gender equity in the global research ecosystem and inform evidence-based policy and interventions. You will learn about: The benefits of adopting a longer time frame for academic evaluation and assessments; The impact of hiring and retaining senior women researchers; The importance of including societal impact metrics in evaluations or career assessments, and more. The webinar can be visioned at : https://researcheracademy.elsevier.com/communicating-research/inclusion-diversity-researchers/progress-toward-gender-equality-research

Author information for: Hyperprolific physics authors by year 2000-2022 inclusive. Author needs to have 73 or more publications in a year to qualify and their main field from 2000 to 2022 is Physics & Astronomy Hyperprolific non-physics authors by year 2000-2022 inclusive. Author needs to have 73 or more publications in a year to qualify and their main field from 2000 to 2022 must not be Physics & Astronomy Almost Hyperprolific physics authors by year 2000-2022 inclusive. Author needs to have between 61 and 72 publications in a year to qualify and their main field from 2000 to 2022 is Physics & Astronomy Almost Hyperprolific non-physics authors by year 2000-2022 inclusive. Author needs to have between 61 and 72 publications in a year to qualify and their main field from 2000 to 2022 must not be Physics & Astronomy Data: year - The year of publication of the articles, reviews, and conference proceedings analyzed in this study author_field - The primary field assigned to the author based upon publications and share of publications in the field field - The ScienceMetrix field classification of the journal the publication appears in Pubs_in_field_year - Total number of publications by the author in the given year in the given field Pubs_year_total - Total number of publications by the author in the given year Pubs_in_field_2000_2022 - Total number of publications by the author in the period 2000 to 2022 in the given field, Pubs_2000_2022_total - Total number of publications by the author in the period 2000 to 2022 rank - The author's rank, within their SM subfield, based on citation count rank (ns) - The author's rank, within their SM subfield, based on citation count with self citations excluded sm-subfield-1 - The author's SM subfield rank sm-subfield-1 - The author's rank, within their SM subfield, based upon their citation score rank sm-subfield-1 (ns) - The author's rank, within their SM subfield, based upon their citation score excluding self citations sm-subfield-1 count - The number of authors in the SM subfield Subfield_Percentile - 100 * rank/count Subfield_Percentile_ns - 100 * rank (ns)/count author_name - Author's name from their Scopus Author Profile hidx - The author's career H-Index affil_name - The name of the author's most recent affiliation cntry - The country of the author's most recent affiliation Total_Pubs - The number of articles, reviews, and conference proceedings from the affiliation in the period Pubs_with_more_than_100_authors - The number of articles, reviews, and conference proceedings from the affiliation in the period with more than 100 authors Pubs_with_more_than_500_authors - The number of articles, reviews, and conference proceedings from the affiliation in the period with more than 500 authors Pubs_with_more_than_1000_authors - The number of articles, reviews, and conference proceedings from the affiliation in the period with more than 1000 authors

This data describes Newton's third law of motion which states that "in every action there is an opposite or equal reaction".

-----> Human Disease Author Aid Collection combines information about human diseases in standardized, easy-to-navigate overview templates and tables. It includes clinical, molecular, and pharmacological data from several Elsevier's and public sources. Tables are planned to be updated quarterly. -----> Author Aid Templates can be a helpful guide for authors, researchers, clinicians, and students, especially those interested in rare diseases, because it highlights updates and findings from several sources on one page. -----> Each disease template overview includes 6 sections: Terminology; Epidemiology/Demographics; Clinical presentation/Diagnosis; Etiology/Pathology (genetics, biomarkers, pathways); Treatment/Follow-Up; Case studies. Each subset of data is linked to a list of publications with relevant citations. -----> Cancers (Human Disease Author Aid Collection, Part 4) In the current part, selected Gynecological and Brain cancers were chosen based on their prevalence, and data availability. Part 3 includes A) Templates for: Endometrial cancer Ovarian Cancer Сervical cancer Gestational trophoblastic disease Сhoriocarcinoma B) Automatically collected information about 8 Brain Cancers. ----> PLEASE download files to read them and open the links!

測試

Test GA

-----> Human Disease Author Aid Collection combines information about rare and common diseases in standardized, easy-to-navigate overview templates and tables. It includes clinical, molecular, and pharmacological data from several Elsevier's and public sources. Tables are planned to be updated quarterly. -----> Author Aid Templates can be a helpful guide for authors, researchers, clinicians, and students, especially those interested in rare diseases, because it highlights updates and findings from several sources on one page. -----> Each disease template overview includes 6 sections: Terminology; Epidemiology/Demographics; Clinical presentation/Diagnosis; Etiology/Pathology (genetics, biomarkers, pathways); Treatment/Follow-Up; Case studies. Each subset of data is linked to a list of publications with relevant citations. -----> Monogenic Rare Diseases (Human Disease Author Aid Collection, Part 2) In the current part, monogenic rare diseases were chosen based on their classification, prevalence, and degree of data availability. By "monogenic" we mean diseases that are caused by one or few known mutations. We considered worldwide point prevalence between <1/10 or 100 thousand (worldwide) as a criterion for filtering most significant rare diseases. Contents A) Curated templates about monogenic rare diseases: • Achondroplasia • Facioscapulohumeral dystrophy • Familial Mediterranean fever • Hereditary breast and ovarian cancer syndrome • Huntington disease • Congenital hypothyroidism • Rett syndrome • Usher syndrome • Wilson’s disease • Wiskott-Aldrich syndrome B) Automatically collected information about additional 21 Rare monogenic diseases. -----> PLEASE download files to read them and open the links!