SCImago Graphica: a new tool for exploring and visually communicating data

Hassan-Montero, Yusef; Anegón, Félix de Moya; Guerrero‐Bote, Vicente P.

doi:10.3145/epi.2022.sep.02

Cited by 32 publications

(25 citation statements)

References 28 publications

(12 reference statements)

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“…For this purpose, it is very convenient to use the possibilities of Scimago Graphica free program, a detailed description of which is given in [9].…”

Section: Research Resultsmentioning

confidence: 99%

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Identification of Actual Bibliometric/Scientometric Issues Based on 2018-2022 Data from the Lens Platform by Building Key Term Co-occurrence Network

Chigarev¹

2022

Preprint

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The purpose of this article is to demonstrate the ability of bibliometric data from the Lens platform to identify relevant bibliometric/scientometric issues based on the construction of a network of key terms co-occurrence and their clustering. The advantages of using the Lens platform for bibliometric analysis are briefly demonstrated. Key terms were selected on the basis of n-grams and noun phrases. VOSviewer, Scimago Graphica, and Sifaka text mining application were used as analytical tools. Analysis of the Lens metadata on bibliometrics/scientometrics showed their predominant use in the political, social, and medical fields of research.

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“…For this purpose, it is very convenient to use the possibilities of Scimago Graphica free program, a detailed description of which is given in [9].…”

Section: Research Resultsmentioning

confidence: 99%

“…To visualize the slices extracted from the exported by VOSviewer data, a very convenient, yet not often used program Scimago Graphica was used. [9].…”

Section: Methodsmentioning

confidence: 99%

Identification of Actual Bibliometric/Scientometric Issues Based on 2018-2022 Data from the Lens Platform by Building Key Term Co-occurrence Network

Chigarev¹

2022

Preprint

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“…All these values were calculated for both the micro-topic 4.224.1040 and total research output in all disciplines. The data were processed in MS-Excel, using MS-Excel, Tableau, Scimago Graphica [32] and Vosviewer [33] for the graphical representations.…”

Section: Methodsmentioning

confidence: 99%

Industry 4.0 in Latin America: Countries and Institutions with the Greatest Innovation and Global Impact

Herrero-Solana¹,

Piedra-Salomón²

2022

Preprint

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Industry 4.0 (i4.0) is one of the fields of knowledge that is most extensively researched recently and whose definition is the most controversial, and Latin America (LatAm) is no exception. Identifying the LatAm countries and institutions with the highest degree of innovation and global impact in the i4.0 field. New citation micro-topics were used to identify the thematic domain: 4.224.1040 Industry 4.0. Difference indicators were extracted from Web of Science, Journal Citation Reports and especially Incites. Broadly speaking, the LatAm effort rate in i4.0 is high, as well as its global impact. The main countries are, in decreasing order, Brazil and Mexico. These countries show a high number of industry collaborations, and Brazil boasts many patent citations. Spain is a key partner of Mexico, Colombia, Argentina, Cuba and Ecuador. The most prominent institutions are the Monterrey Institute of Technology (Tecnológico de Monterrey) and the University of Rio Grande do Sul (Universidade Federal do Rio Grande do Sul – UFRGS). The former specializes in engineering and smart manufacturing systems and the latter in ICT (cloud computing, IoT, and big data, among others).

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“…This study used VOSviewer (Version 1.6.18) to analyze coauthorship between countries, organizations, core authors, influential journals and co-occurrence keywords (Kokol et al, 2018). Furthermore, SCImago Graphica (Version 1.0.26) was primarily used to assess the international geographic collaborations and distribution among the top ten productive countries (Hassan-Montero et al, 2022). Additionally, CiteSpace (Version 6.1.R3), another visualization tool invented by Prof. Chaomei Chen (Synnestvedt et al, 2005), was also used in this study to visualize the co-citation analysis of references and authors and identify the keywords and references with the strongest citation bursts.…”

Section: Analyses and Visualizationsmentioning

confidence: 99%

Global knowledge mapping and emerging trends in research between spasmolytic polypeptide-expressing metaplasia and gastric carcinogenesis: A bibliometric analysis from 2002 to 2022

Liu

Wang

Zhao

et al. 2023

Front. Cell. Infect. Microbiol.

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BackgroundSpasmolytic polypeptide expression metaplasia (SPEM) occurs in the corpus of the stomach and is closely related to inflammations caused by H. pylori infection. Recently, SPEM was suggested as one of the dubious precancerous lesions of gastric cancer (GC). Thus, further research on SPEM cell transdifferentiation and its underlying mechanisms could facilitate the development of new molecular targets improving the therapeutics of GC. Using bibliometrics, we analyzed publications, summarized the research hotspots and provided references for scientific researchers engaged in related research fields.MethodsWe searched the Web of Science Core Collection (WoSCC) for publications related to SPEM-GC from 2002 to 2022. The VOSviewer, SCImago, CiteSpace and R software were used to visualize and analyze the data. Gene targets identified in the keyword list were analyzed for functional enrichment using the KEGG and GO databases.ResultsOf the 292 articles identified in the initial search, we observed a stable trend in SPEM-GC research but rapid growth in the number of citations. The United States was the leader in terms of quality publications and international cooperation among them. The total number of articles published by Chinese scholars was second to the United States. Additionally, despite its low centrality and average citation frequency, China has become one of the world’s most dynamic countries in academics. In terms of productivity, Vanderbilt University was identified as the most productive institution. Further, we also observed that Gastroenterology was the highest co-cited journal, and Goldenring Jr. was the most prolific author with the largest centrality.ConclusionSPEM could serve as an initial step in diagnosing gastric precancerous lesions. Current hotspots and frontiers of research include SPEM cell lineage differentiation, interaction with H. pylori, disturbances of the mucosal microenvironment, biomarkers, clinical diagnosis and outcomes of SPEM, as well as the development of proliferative SPEM animal models. However, further research and collaboration are still required. The findings presented in this study can be used as reference for the research status of SPEM-GC and determine new directions for future studies.

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SCImago Graphica: a new tool for exploring and visually communicating data

Cited by 32 publications

References 28 publications

Identification of Actual Bibliometric/Scientometric Issues Based on 2018-2022 Data from the Lens Platform by Building Key Term Co-occurrence Network

Identification of Actual Bibliometric/Scientometric Issues Based on 2018-2022 Data from the Lens Platform by Building Key Term Co-occurrence Network

Industry 4.0 in Latin America: Countries and Institutions with the Greatest Innovation and Global Impact

Global knowledge mapping and emerging trends in research between spasmolytic polypeptide-expressing metaplasia and gastric carcinogenesis: A bibliometric analysis from 2002 to 2022

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