library(bibliometrix)
## Warning: package 'bibliometrix' was built under R version 4.2.2
## To cite bibliometrix in publications, please use:
##
## Aria, M. & Cuccurullo, C. (2017) bibliometrix: An R-tool for comprehensive science mapping analysis,
## Journal of Informetrics, 11(4), pp 959-975, Elsevier.
##
##
## https://www.bibliometrix.org
##
##
## For information and bug reports:
## - Send an email to info@bibliometrix.org
## - Write a post on https://github.com/massimoaria/bibliometrix/issues
##
## Help us to keep Bibliometrix free to download and use by contributing with a small donation to support our research team (https://bibliometrix.org/donate.html)
##
##
## To start with the shiny web-interface, please digit:
## biblioshiny()
M <- convert2df(file = "scopus.bib", dbsource = "scopus", format = "bibtex")
##
## Converting your scopus collection into a bibliographic dataframe
##
## Done!
##
##
## Generating affiliation field tag AU_UN from C1: Done!
str(M)
## Classes 'bibliometrixDB' and 'data.frame': 2000 obs. of 37 variables:
## $ AU : chr "JIN L;SUN X;REN H;HUANG H" "XIE J;BIAN Z;WU Q;TAO L;WU F;LIN T" "YUNZHONG C;YUZENG L;YONG H;LI G;AIXING P;XINUO Z;LUMING T;YUE L" "DE ANDRADE VIEIRA;TRIBUZY DE MAGALHÃES CORDEIRO AM" ...
## $ DE : chr "BIBLIOMETRIC REVIEW; BIOLOGICAL WATER TREATMENT; PATENT ANALYSIS; TECHNOLOGY EVOLUTION PATH" "CITESPACE; EMERGING TREND; HOTPOTS; TUNA" "CO-OCCURRENCE ANALYSIS; CORTICAL BONE TRAJECTORY SCREW; COUPLING ANALYSIS; LITERATURE MEASUREMENT; OSTEOPOR"| __truncated__ "CACTACEAE; CEREUS JAMACARU; EXTRACTION METHODS; FUNCTIONAL POTENTIAL; INDUSTRIAL APPLICATIONS; OPUNTIA FÍC"| __truncated__ ...
## $ ID : chr "ACTIVATED SLUDGE PROCESS; BIODEGRADATION; BIOLOGY; NITROGEN REMOVAL; PAPER; STARCH; WASTEWATER TREATMENT;"| __truncated__ NA "ARTICLE; BIBLIOMETRICS; CORTICAL BONE; HUMAN; OSTEOPOROSIS; PLATE FIXATION; RESEARCH; SCIENTIFIC LITERATURE" "BAKERIES; BAKERY PRODUCTS; EXTRACTION; FATTY ACIDS; BIBLIOMETRIC; BIBLIOMETRICS ANALYSIS; BIOLOGICAL PROPE"| __truncated__ ...
## $ C1 : chr "STATE KEY LABORATORY OF POLLUTION CONTROL AND RESOURCE REUSE, SCHOOL OF THE ENVIRONMENT, NANJING UNIVERSITY, JI"| __truncated__ "COLLEGE OF MARINE ECOLOGY AND ENVIRONMENT, SHANGHAI OCEAN UNIVERSITY, SHANGHAI, 201306, CHINA; STATE KEY LABORA"| __truncated__ "DEPARTMENT OF ORTHOPEDICS, BEIJING CHAO YANG HOSPITAL, CAPITAL MEDICAL UNIVERSITY, BEIJING, 100020, CHINA" "DEPARTMENT OF FOOD TECHNOLOGY, CENTER OF TECHNOLOGY AND REGIONAL DEVELOPMENT, FEDERAL UNIVERSITY OF PARAÍBA, CA"| __truncated__ ...
## $ CR : chr "ABU HASAN, H., MUHAMMAD, M.H., ISMAIL, N.I., A REVIEW OF BIOLOGICAL DRINKING WATER TREATMENT TECHNOLOGIES FOR C"| __truncated__ "AKSNES, D.W., BROWMAN, H.I., AN OVERVIEW OF GLOBAL RESEARCH EFFORT IN FISHERIES SCIENCE (2016) ICES JOURNAL OF "| __truncated__ "LEHMAN RA, JR, POLLY DW, KUKLO, TR, STRAIGHT-FORWARD VERSUS ANATOMIC TRAJECTORY TECHNIQUE OF THORACIC PEDICLE S"| __truncated__ "ABBOU, A., KADRI, N., DEBBACHE, N., DAIRI, S., REMINI, H., DAHMOUNE, F., EFFECT OF PRECIPITATION SOLVENT ON SOM"| __truncated__ ...
## $ JI : chr "J. ENVIRON. SCI." "AQUAC. FISH." "CHIN. J. TISSUE ENG. RES." "FOOD CHEM." ...
## $ AB : chr "IN ORDER TO REVEAL THE HOTSPOTS AND TRENDS OF BIOLOGICAL WATER TREATMENT FROM THE PERSPECTIVES OF SCIENTIFIC AN"| __truncated__ "TUNAS ARE AMONG THE MOST ECONOMICALLY IMPORTANT FISH SPECIES AND PLAY CRITICAL ROLES IN FOOD COMPOSITION AND NU"| __truncated__ "BACKGROUND: DISCUSSING THE RESEARCH STATUS AND DEVELOPMENT TREND OF CORTICAL BONE TRAJECTORY SCREWS AND UNDERST"| __truncated__ "CACTUS MUCILAGE (CMU) HAVE BEEN WIDELY STUDIED IN VARIOUS APPLICATIONS. THIS REVIEW ADDRESSES THE SOURCES, EXTR"| __truncated__ ...
## $ AR : chr NA NA NA "134121" ...
## $ chemicals_cas: chr NA NA NA NA ...
## $ coden : chr NA NA NA "FOCHD" ...
## $ RP : chr "HUANG, H.; STATE KEY LABORATORY OF POLLUTION CONTROL AND RESOURCE REUSE, JIANGSU, CHINA; EMAIL: ENVHUANG@NJU.EDU.CN" "WU, F.; COLLEGE OF MARINE SCIENCE, CHINA; EMAIL: FWU@SHOU.EDU.CN; LIN, T.; COLLEGE OF MARINE ECOLOGY AND ENVIRO"| __truncated__ "YUZENG, L.; DEPARTMENT OF ORTHOPEDICS, CHINA" "DE ANDRADE VIEIRA, É.; DEPARTMENT OF FOOD TECHNOLOGY, CAMPUS I, PARAÍBA, BRAZIL; EMAIL: ANDRADE.EAV@GMAIL.COM" ...
## $ DT : chr "ARTICLE" "ARTICLE" "ARTICLE" "REVIEW" ...
## $ DI : chr "10.1016/j.jes.2022.03.037" "10.1016/j.aaf.2021.09.005" "10.12307/2022.957" "10.1016/j.foodchem.2022.134121" ...
## $ BE : chr NA NA NA NA ...
## $ BN : chr NA NA NA NA ...
## $ SN : chr "10010742" "20961758" "20954344" "03088146" ...
## $ SO : chr "JOURNAL OF ENVIRONMENTAL SCIENCES (CHINA)" "AQUACULTURE AND FISHERIES" "CHINESE JOURNAL OF TISSUE ENGINEERING RESEARCH" "FOOD CHEMISTRY" ...
## $ LA : chr "ENGLISH" "ENGLISH" "CHINESE" "ENGLISH" ...
## $ manufacturers: chr NA NA NA NA ...
## $ TC : num 0 2 0 0 0 0 0 0 0 0 ...
## $ PN : chr NA "2" "4" NA ...
## $ page_count : chr NA NA NA NA ...
## $ PP : chr "774-785" "202-210" "513-519" NA ...
## $ PU : chr "CHINESE ACADEMY OF SCIENCES" "KEAI COMMUNICATIONS CO." "PUBLISHING HOUSE OF CHINESE JOURNAL OF TISSUE ENGINEERING RESEARCH" "ELSEVIER LTD" ...
## $ PM : chr NA NA NA NA ...
## $ DB : chr "SCOPUS" "SCOPUS" "SCOPUS" "SCOPUS" ...
## $ sponsors : chr NA NA NA NA ...
## $ TI : chr "HOTSPOTS AND TRENDS OF BIOLOGICAL WATER TREATMENT BASED ON BIBLIOMETRIC REVIEW AND PATENTS ANALYSIS" "GLOBAL KNOWLEDGE DOMAIN AND PROSPECTS IN TUNA RESEARCH: A BIBLIOMETRIC ANALYSIS" "BIBLIOMETRIC AND VISUAL ANALYSIS OF THE RESEARCH STATUS AND DEVELOPMENT TREND OF CORTICAL BONE TRAJECTORY SCREWS" "BIOPROSPECTING AND POTENTIAL OF CACTUS MUCILAGES: A BIBLIOMETRIC REVIEW" ...
## $ tradenames : chr NA NA NA NA ...
## $ url : chr "https://www.scopus.com/inward/record.uri?eid=2-s2.0-85127829268&doi=10.1016%2fj.jes.2022.03.037&partnerID=40&md"| __truncated__ "https://www.scopus.com/inward/record.uri?eid=2-s2.0-85118947065&doi=10.1016%2fj.aaf.2021.09.005&partnerID=40&md"| __truncated__ "https://www.scopus.com/inward/record.uri?eid=2-s2.0-85134043134&doi=10.12307%2f2022.957&partnerID=40&md5=24aa3b"| __truncated__ "https://www.scopus.com/inward/record.uri?eid=2-s2.0-85137630159&doi=10.1016%2fj.foodchem.2022.134121&partnerID="| __truncated__ ...
## $ VL : chr "125" "8" "27" "401" ...
## $ PY : num 2023 2023 2023 2023 2023 ...
## $ AU_UN : chr "NANJING UNIVERSITY" "SHANGHAI OCEAN UNIVERSITY;GUANGZHOU INSTITUTE OF GEOCHEMISTRY;SHANGHAI OCEAN UNIVERSITY" "CAPITAL MEDICAL UNIVERSITY" "FEDERAL UNIVERSITY OF PARAÍBA" ...
## $ AU1_UN : chr "NOTREPORTED;STATE KEY LABORATORY OF POLLUTION CONTROL AND RESOURCE REUSE;NOTREPORTED" "NOTREPORTED;COLLEGE OF MARINE SCIENCE;NOTREPORTED;NOTREPORTED;COLLEGE OF MARINE ECOLOGY AND ENVIRONMENT;NOTREPORTED" "NOTREPORTED;NOTREPORTED" "NOTREPORTED;DEPARTMENT OF FOOD TECHNOLOGY;NOTREPORTED" ...
## $ AU_UN_NR : logi NA NA NA NA NA NA ...
## $ SR_FULL : chr "JIN L, 2023, J ENVIRON SCI" "XIE J, 2023, AQUAC FISH" "YUNZHONG C, 2023, CHIN J TISSUE ENG RES" "DE ANDRADE VIEIRA, 2023, FOOD CHEM" ...
## $ SR : chr "JIN L, 2023, J ENVIRON SCI" "XIE J, 2023, AQUAC FISH" "YUNZHONG C, 2023, CHIN J TISSUE ENG RES" "DE ANDRADE VIEIRA, 2023, FOOD CHEM" ...
results <- biblioAnalysis(M, sep = ";")
options(width=100)
S <- summary(object = results, k = 10, pause = FALSE)
##
##
## MAIN INFORMATION ABOUT DATA
##
## Timespan 2022 : 2023
## Sources (Journals, Books, etc) 934
## Documents 2000
## Annual Growth Rate % -97.91
## Document Average Age -0.0205
## Average citations per doc 0.696
## Average citations per year per doc Inf
## References 145051
##
## DOCUMENT TYPES
## article 1238
## book chapter 13
## conference paper 40
## conference review 4
## data paper 2
## editorial 17
## erratum 10
## letter 35
## note 8
## review 632
## short survey 1
##
## DOCUMENT CONTENTS
## Keywords Plus (ID) 8062
## Author's Keywords (DE) 5060
##
## AUTHORS
## Authors 6539
## Author Appearances 9384
## Authors of single-authored docs 99
##
## AUTHORS COLLABORATION
## Single-authored docs 118
## Documents per Author 0.306
## Co-Authors per Doc 4.69
## International co-authorships % 29.65
##
##
## Annual Scientific Production
##
## Year Articles
## 2022 1959
## 2023 41
##
## Annual Percentage Growth Rate -97.9071
##
##
## Most Productive Authors
##
## Authors Articles Authors Articles Fractionalized
## 1 ZHANG Y 43 NA NA 10.00
## 2 WANG Y 41 ZHANG Y 7.20
## 3 LI X 35 LI X 6.96
## 4 LI Y 34 WANG Y 6.74
## 5 WANG J 31 WANG J 5.84
## 6 LIU Y 29 LIU Y 5.49
## 7 WANG X 28 LI Y 5.02
## 8 WANG S 25 WANG X 4.87
## 9 LIU X 23 AHMAD T 4.52
## 10 ZHANG J 23 LIU X 4.40
##
##
## Top manuscripts per citations
##
## Paper DOI TC TCperYear NTC
## 1 ROVELLI P, 2022, J FAM BUS STRATEGY 10.1016/j.jfbs.2021.100422 47 47 66.2
## 2 HUANG R, 2022, J CERAM PROCESS RES 10.36410/jcpr.2022.23.3.312 36 36 50.7
## 3 MUKHERJEE D, 2022, J BUS RES 10.1016/j.jbusres.2022.04.042 25 25 35.2
## 4 YANG H, 2022, CASE STUD CONSTR MATER 10.1016/j.cscm.2021.e00830 24 24 33.8
## 5 DING X, 2022, ELECTRON COMMER RES 10.1007/s10660-020-09410-7 22 22 31.0
## 6 FU L, 2022, CHEMOSPHERE 10.1016/j.chemosphere.2022.134127 21 21 29.6
## 7 MOOSAVI J, 2022, INT J DISASTER RISK REDUCT 10.1016/j.ijdrr.2022.102983 20 20 28.2
## 8 YAN WT, 2022, NEURAL REGEN RES 10.4103/1673-5374.331539 12 12 16.9
## 9 RANJBARI M, 2022, FUEL 10.1016/j.fuel.2022.123585 12 12 16.9
## 10 MUKHERJEE D, 2022, J BUS RES-a 10.1016/j.jbusres.2022.03.011 12 12 16.9
##
##
## Corresponding Author's Countries
##
## Country Articles Freq SCP MCP MCP_Ratio
## 1 CHINA 638 0.3671 525 113 0.177
## 2 USA 125 0.0719 88 37 0.296
## 3 INDIA 92 0.0529 67 25 0.272
## 4 SPAIN 90 0.0518 60 30 0.333
## 5 ITALY 67 0.0386 41 26 0.388
## 6 BRAZIL 61 0.0351 41 20 0.328
## 7 MALAYSIA 53 0.0305 30 23 0.434
## 8 AUSTRALIA 35 0.0201 9 26 0.743
## 9 TURKEY 31 0.0178 27 4 0.129
## 10 UNITED KINGDOM 31 0.0178 13 18 0.581
##
##
## SCP: Single Country Publications
##
## MCP: Multiple Country Publications
##
##
## Total Citations per Country
##
## Country Total Citations Average Article Citations
## 1 CHINA 354 0.5549
## 2 ITALY 136 2.0299
## 3 USA 130 1.0400
## 4 INDIA 110 1.1957
## 5 SPAIN 73 0.8111
## 6 AUSTRALIA 32 0.9143
## 7 IRAN 31 1.1071
## 8 BRAZIL 30 0.4918
## 9 MALAYSIA 30 0.5660
## 10 PORTUGAL 29 1.1154
##
##
## Most Relevant Sources
##
## Sources Articles
## 1 SUSTAINABILITY (SWITZERLAND) 93
## 2 FRONTIERS IN PUBLIC HEALTH 48
## 3 INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 47
## 4 SCIENTOMETRICS 42
## 5 ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH 33
## 6 MEDICINE (UNITED STATES) 30
## 7 FRONTIERS IN PHARMACOLOGY 26
## 8 FRONTIERS IN ONCOLOGY 22
## 9 FRONTIERS IN IMMUNOLOGY 21
## 10 FRONTIERS IN MEDICINE 21
##
##
## Most Relevant Keywords
##
## Author Keywords (DE) Articles Keywords-Plus (ID) Articles
## 1 BIBLIOMETRIC ANALYSIS 591 BIBLIOMETRICS 1261
## 2 BIBLIOMETRICS 335 HUMAN 664
## 3 CITESPACE 190 HUMANS 427
## 4 VOSVIEWER 180 UNITED STATES 394
## 5 BIBLIOMETRIC 168 ARTICLE 365
## 6 COVID-19 80 PUBLICATION 270
## 7 WEB OF SCIENCE 68 CHINA 238
## 8 LITERATURE REVIEW 63 BIBLIOMETRICS ANALYSIS 197
## 9 VISUALIZATION 51 SYSTEMATIC REVIEW 185
## 10 SUSTAINABILITY 48 WEB OF SCIENCE 170