Annals of Actuarial Science

Cambridge University Press

ISSN: 17484995, 17485002

Journal publications in Cobalt

SCImago

WOS

Impact factor

1.5

SJR

0.730

CiteScore

3.1

Most cited in 5 years

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Publications found: 0

Top-100

Citing journals

	50 100 150 200 250
Insurance: Mathematics and Economics	Insurance: Mathematics and Economics, 236, 10.12% Insurance: Mathematics and Economics 236 citations, 10.12%
Annals of Actuarial Science	Annals of Actuarial Science, 223, 9.57% Annals of Actuarial Science 223 citations, 9.57%
SSRN Electronic Journal	SSRN Electronic Journal, 203, 8.71% SSRN Electronic Journal 203 citations, 8.71%
Risks	Risks, 145, 6.22% Risks 145 citations, 6.22%
ASTIN Bulletin	ASTIN Bulletin, 123, 5.28% ASTIN Bulletin 123 citations, 5.28%
North American Actuarial Journal	North American Actuarial Journal, 123, 5.28% North American Actuarial Journal 123 citations, 5.28%
Scandinavian Actuarial Journal	Scandinavian Actuarial Journal, 87, 3.73% Scandinavian Actuarial Journal 87 citations, 3.73%
European Actuarial Journal	European Actuarial Journal, 74, 3.17% European Actuarial Journal 74 citations, 3.17%
British Actuarial Journal	British Actuarial Journal, 32, 1.37% British Actuarial Journal 32 citations, 1.37%
Methodology and Computing in Applied Probability	Methodology and Computing in Applied Probability, 23, 0.99% Methodology and Computing in Applied Probability 23 citations, 0.99%
Geneva Papers on Risk and Insurance: Issues and Practice	Geneva Papers on Risk and Insurance: Issues and Practice, 23, 0.99% Geneva Papers on Risk and Insurance: Issues and Practice 23 citations, 0.99%
Mathematics	Mathematics, 21, 0.9% Mathematics 21 citations, 0.9%
Decisions in Economics and Finance	Decisions in Economics and Finance, 18, 0.77% Decisions in Economics and Finance 18 citations, 0.77%
International Journal of Forecasting	International Journal of Forecasting, 17, 0.73% International Journal of Forecasting 17 citations, 0.73%
Journal of Risk and Insurance	Journal of Risk and Insurance, 16, 0.69% Journal of Risk and Insurance 16 citations, 0.69%
Demographic Research	Demographic Research, 13, 0.56% Demographic Research 13 citations, 0.56%
AIP Conference Proceedings	AIP Conference Proceedings, 13, 0.56% AIP Conference Proceedings 13 citations, 0.56%
Expert Systems with Applications	Expert Systems with Applications, 12, 0.51% Expert Systems with Applications 12 citations, 0.51%
Annals of Operations Research	Annals of Operations Research, 11, 0.47% Annals of Operations Research 11 citations, 0.47%
Journal of Forecasting	Journal of Forecasting, 11, 0.47% Journal of Forecasting 11 citations, 0.47%
Journal of the Royal Statistical Society. Series A: Statistics in Society	Journal of the Royal Statistical Society. Series A: Statistics in Society, 11, 0.47% Journal of the Royal Statistical Society. Series A: Statistics in Society 11 citations, 0.47%
Zeitschrift für die gesamte Versicherungswissenschaft	Zeitschrift für die gesamte Versicherungswissenschaft, 10, 0.43% Zeitschrift für die gesamte Versicherungswissenschaft 10 citations, 0.43%
Demography	Demography, 10, 0.43% Demography 10 citations, 0.43%
Genus	Genus, 10, 0.43% Genus 10 citations, 0.43%
IEEE Access	IEEE Access, 10, 0.43% IEEE Access 10 citations, 0.43%
European Journal of Operational Research	European Journal of Operational Research, 9, 0.39% European Journal of Operational Research 9 citations, 0.39%
Journal of Population Research	Journal of Population Research, 9, 0.39% Journal of Population Research 9 citations, 0.39%
Journal of Pension Economics and Finance	Journal of Pension Economics and Finance, 9, 0.39% Journal of Pension Economics and Finance 9 citations, 0.39%
Sustainability	Sustainability, 9, 0.39% Sustainability 9 citations, 0.39%
Population Studies	Population Studies, 8, 0.34% Population Studies 8 citations, 0.34%
Applied Mathematics and Computation	Applied Mathematics and Computation, 8, 0.34% Applied Mathematics and Computation 8 citations, 0.34%
Springer Actuarial	Springer Actuarial, 8, 0.34% Springer Actuarial 8 citations, 0.34%
Quality and Quantity	Quality and Quantity, 7, 0.3% Quality and Quantity 7 citations, 0.3%
Communications in Statistics - Theory and Methods	Communications in Statistics - Theory and Methods, 7, 0.3% Communications in Statistics - Theory and Methods 7 citations, 0.3%
The Springer Series on Demographic Methods and Population Analysis	The Springer Series on Demographic Methods and Population Analysis, 7, 0.3% The Springer Series on Demographic Methods and Population Analysis 7 citations, 0.3%
Journal of Computational and Applied Mathematics	Journal of Computational and Applied Mathematics, 6, 0.26% Journal of Computational and Applied Mathematics 6 citations, 0.26%
European Journal of Population	European Journal of Population, 6, 0.26% European Journal of Population 6 citations, 0.26%
Japanese Journal of Statistics and Data Science	Japanese Journal of Statistics and Data Science, 6, 0.26% Japanese Journal of Statistics and Data Science 6 citations, 0.26%
Springer Proceedings in Mathematics and Statistics	Springer Proceedings in Mathematics and Statistics, 5, 0.21% Springer Proceedings in Mathematics and Statistics 5 citations, 0.21%
Probability in the Engineering and Informational Sciences	Probability in the Engineering and Informational Sciences, 5, 0.21% Probability in the Engineering and Informational Sciences 5 citations, 0.21%
Applied Stochastic Models in Business and Industry	Applied Stochastic Models in Business and Industry, 5, 0.21% Applied Stochastic Models in Business and Industry 5 citations, 0.21%
Extremes	Extremes, 5, 0.21% Extremes 5 citations, 0.21%
Mathematical Finance	Mathematical Finance, 5, 0.21% Mathematical Finance 5 citations, 0.21%
Risk Management and Insurance Review	Risk Management and Insurance Review, 5, 0.21% Risk Management and Insurance Review 5 citations, 0.21%
Journal of Real Estate Finance and Economics	Journal of Real Estate Finance and Economics, 5, 0.21% Journal of Real Estate Finance and Economics 5 citations, 0.21%
Soft Computing	Soft Computing, 5, 0.21% Soft Computing 5 citations, 0.21%
Journal of Applied Statistics	Journal of Applied Statistics, 5, 0.21% Journal of Applied Statistics 5 citations, 0.21%
PLoS ONE	PLoS ONE, 5, 0.21% PLoS ONE 5 citations, 0.21%
Quantitative Finance and Economics	Quantitative Finance and Economics, 5, 0.21% Quantitative Finance and Economics 5 citations, 0.21%
Annual Review of Statistics and Its Application	Annual Review of Statistics and Its Application, 4, 0.17% Annual Review of Statistics and Its Application 4 citations, 0.17%
Annals of Applied Statistics	Annals of Applied Statistics, 4, 0.17% Annals of Applied Statistics 4 citations, 0.17%
Risk Management	Risk Management, 4, 0.17% Risk Management 4 citations, 0.17%
Machine Learning	Machine Learning, 4, 0.17% Machine Learning 4 citations, 0.17%
Stochastic Models	Stochastic Models, 4, 0.17% Stochastic Models 4 citations, 0.17%
Mathematical Problems in Engineering	Mathematical Problems in Engineering, 4, 0.17% Mathematical Problems in Engineering 4 citations, 0.17%
Journal of Risk Finance	Journal of Risk Finance, 4, 0.17% Journal of Risk Finance 4 citations, 0.17%
Physica A: Statistical Mechanics and its Applications	Physica A: Statistical Mechanics and its Applications, 4, 0.17% Physica A: Statistical Mechanics and its Applications 4 citations, 0.17%
Financial Innovation	Financial Innovation, 4, 0.17% Financial Innovation 4 citations, 0.17%
Journal of Banking and Finance	Journal of Banking and Finance, 4, 0.17% Journal of Banking and Finance 4 citations, 0.17%
Australian Economic Papers	Australian Economic Papers, 4, 0.17% Australian Economic Papers 4 citations, 0.17%
Big Data and Society	Big Data and Society, 3, 0.13% Big Data and Society 3 citations, 0.13%
Proceedings of the National Academy of Sciences of the United States of America	Proceedings of the National Academy of Sciences of the United States of America, 3, 0.13% Proceedings of the National Academy of Sciences of the United States of America 3 citations, 0.13%
Communications in Statistics Part B: Simulation and Computation	Communications in Statistics Part B: Simulation and Computation, 3, 0.13% Communications in Statistics Part B: Simulation and Computation 3 citations, 0.13%
Economic Affairs	Economic Affairs, 3, 0.13% Economic Affairs 3 citations, 0.13%
International Journal of Approximate Reasoning	International Journal of Approximate Reasoning, 3, 0.13% International Journal of Approximate Reasoning 3 citations, 0.13%
Statistical Analysis and Data Mining	Statistical Analysis and Data Mining, 3, 0.13% Statistical Analysis and Data Mining 3 citations, 0.13%
Mathematics and Computers in Simulation	Mathematics and Computers in Simulation, 3, 0.13% Mathematics and Computers in Simulation 3 citations, 0.13%
Accident Analysis and Prevention	Accident Analysis and Prevention, 3, 0.13% Accident Analysis and Prevention 3 citations, 0.13%
Economic Modelling	Economic Modelling, 3, 0.13% Economic Modelling 3 citations, 0.13%
Quantitative Finance	Quantitative Finance, 3, 0.13% Quantitative Finance 3 citations, 0.13%
Health Economics Review	Health Economics Review, 3, 0.13% Health Economics Review 3 citations, 0.13%
IEEE Internet of Things Journal	IEEE Internet of Things Journal, 3, 0.13% IEEE Internet of Things Journal 3 citations, 0.13%
Algorithms	Algorithms, 3, 0.13% Algorithms 3 citations, 0.13%
Journal of Applied Probability	Journal of Applied Probability, 3, 0.13% Journal of Applied Probability 3 citations, 0.13%
Journal of Industrial and Management Optimization	Journal of Industrial and Management Optimization, 3, 0.13% Journal of Industrial and Management Optimization 3 citations, 0.13%
The Lancet	The Lancet, 3, 0.13% The Lancet 3 citations, 0.13%
Technological and Economic Development of Economy	Technological and Economic Development of Economy, 3, 0.13% Technological and Economic Development of Economy 3 citations, 0.13%
Data	Data, 3, 0.13% Data 3 citations, 0.13%
WSEAS Transactions on Mathematics	WSEAS Transactions on Mathematics, 3, 0.13% WSEAS Transactions on Mathematics 3 citations, 0.13%
Journal of Time Series Analysis	Journal of Time Series Analysis, 3, 0.13% Journal of Time Series Analysis 3 citations, 0.13%
Biometrika	Biometrika, 3, 0.13% Biometrika 3 citations, 0.13%
The Scientific World Journal	The Scientific World Journal, 3, 0.13% The Scientific World Journal 3 citations, 0.13%
Statistical Theory and Related Fields	Statistical Theory and Related Fields, 3, 0.13% Statistical Theory and Related Fields 3 citations, 0.13%
European Journal of Finance	European Journal of Finance, 3, 0.13% European Journal of Finance 3 citations, 0.13%
Heliyon	Heliyon, 3, 0.13% Heliyon 3 citations, 0.13%
Journal of Official Statistics	Journal of Official Statistics, 3, 0.13% Journal of Official Statistics 3 citations, 0.13%
Journal of Risk and Financial Management	Journal of Risk and Financial Management, 3, 0.13% Journal of Risk and Financial Management 3 citations, 0.13%
Journal of Governance and Regulation	Journal of Governance and Regulation, 3, 0.13% Journal of Governance and Regulation 3 citations, 0.13%
Asia-Pacific Journal of Risk and Insurance	Asia-Pacific Journal of Risk and Insurance, 3, 0.13% Asia-Pacific Journal of Risk and Insurance 3 citations, 0.13%
Risk Governance and Control Financial Markets & Institutions	Risk Governance and Control Financial Markets & Institutions, 3, 0.13% Risk Governance and Control Financial Markets & Institutions 3 citations, 0.13%
Risk Sciences	Risk Sciences, 3, 0.13% Risk Sciences 3 citations, 0.13%
International Journal of Environmental Research and Public Health	International Journal of Environmental Research and Public Health, 2, 0.09% International Journal of Environmental Research and Public Health 2 citations, 0.09%
Accounting and Finance	Accounting and Finance, 2, 0.09% Accounting and Finance 2 citations, 0.09%
Journal of Physics: Conference Series	Journal of Physics: Conference Series, 2, 0.09% Journal of Physics: Conference Series 2 citations, 0.09%
Journal of Modelling in Management	Journal of Modelling in Management, 2, 0.09% Journal of Modelling in Management 2 citations, 0.09%
Applied Economics	Applied Economics, 2, 0.09% Applied Economics 2 citations, 0.09%
Multiple Sclerosis Journal	Multiple Sclerosis Journal, 2, 0.09% Multiple Sclerosis Journal 2 citations, 0.09%
Journal of Biomedical Informatics	Journal of Biomedical Informatics, 2, 0.09% Journal of Biomedical Informatics 2 citations, 0.09%
Complexity	Complexity, 2, 0.09% Complexity 2 citations, 0.09%
BMJ Open	BMJ Open, 2, 0.09% BMJ Open 2 citations, 0.09%

	50 100 150 200 250

Citing publishers

	50 100 150 200 250 300 350 400 450
Cambridge University Press	Cambridge University Press, 430, 18.45% Cambridge University Press 430 citations, 18.45%
Elsevier	Elsevier, 407, 17.46% Elsevier 407 citations, 17.46%
Springer Nature	Springer Nature, 359, 15.4% Springer Nature 359 citations, 15.4%
Taylor & Francis	Taylor & Francis, 280, 12.01% Taylor & Francis 280 citations, 12.01%
MDPI	MDPI, 214, 9.18% MDPI 214 citations, 9.18%
Social Science Electronic Publishing	Social Science Electronic Publishing, 190, 8.15% Social Science Electronic Publishing 190 citations, 8.15%
Wiley	Wiley, 111, 4.76% Wiley 111 citations, 4.76%
Institute of Electrical and Electronics Engineers (IEEE)	Institute of Electrical and Electronics Engineers (IEEE), 34, 1.46% Institute of Electrical and Electronics Engineers (IEEE) 34 citations, 1.46%
Emerald	Emerald, 17, 0.73% Emerald 17 citations, 0.73%
AIP Publishing	AIP Publishing, 14, 0.6% AIP Publishing 14 citations, 0.6%
Max-Planck Institute for Demographic Research/Max-Planck-institut fur Demografische Forschung	Max-Planck Institute for Demographic Research/Max-Planck-institut fur Demografische Forschung, 13, 0.56% Max-Planck Institute for Demographic Research/Max-Planck-institut fur Demografische Forschung 13 citations, 0.56%
Hindawi Limited	Hindawi Limited, 13, 0.56% Hindawi Limited 13 citations, 0.56%
SAGE	SAGE, 12, 0.51% SAGE 12 citations, 0.51%
Walter de Gruyter	Walter de Gruyter, 9, 0.39% Walter de Gruyter 9 citations, 0.39%
American Institute of Mathematical Sciences (AIMS)	American Institute of Mathematical Sciences (AIMS), 9, 0.39% American Institute of Mathematical Sciences (AIMS) 9 citations, 0.39%
Oxford University Press	Oxford University Press, 8, 0.34% Oxford University Press 8 citations, 0.34%
Institute of Mathematical Statistics	Institute of Mathematical Statistics, 7, 0.3% Institute of Mathematical Statistics 7 citations, 0.3%
Virtus Interpress	Virtus Interpress, 7, 0.3% Virtus Interpress 7 citations, 0.3%
Frontiers Media S.A.	Frontiers Media S.A., 6, 0.26% Frontiers Media S.A. 6 citations, 0.26%
Institute for Operations Research and the Management Sciences (INFORMS)	Institute for Operations Research and the Management Sciences (INFORMS), 6, 0.26% Institute for Operations Research and the Management Sciences (INFORMS) 6 citations, 0.26%
IOP Publishing	IOP Publishing, 6, 0.26% IOP Publishing 6 citations, 0.26%
Public Library of Science (PLoS)	Public Library of Science (PLoS), 5, 0.21% Public Library of Science (PLoS) 5 citations, 0.21%
Annual Reviews	Annual Reviews, 5, 0.21% Annual Reviews 5 citations, 0.21%
EDP Sciences	EDP Sciences, 4, 0.17% EDP Sciences 4 citations, 0.17%
Society for Industrial and Applied Mathematics (SIAM)	Society for Industrial and Applied Mathematics (SIAM), 4, 0.17% Society for Industrial and Applied Mathematics (SIAM) 4 citations, 0.17%
Cold Spring Harbor Laboratory	Cold Spring Harbor Laboratory, 4, 0.17% Cold Spring Harbor Laboratory 4 citations, 0.17%
BMJ	BMJ, 4, 0.17% BMJ 4 citations, 0.17%
Proceedings of the National Academy of Sciences (PNAS)	Proceedings of the National Academy of Sciences (PNAS), 3, 0.13% Proceedings of the National Academy of Sciences (PNAS) 3 citations, 0.13%
	, 3, 0.13% 3 citations, 0.13%
Statistics Sweden	Statistics Sweden, 3, 0.13% Statistics Sweden 3 citations, 0.13%
SciELO	SciELO, 3, 0.13% SciELO 3 citations, 0.13%
Scientific Research Publishing	Scientific Research Publishing, 3, 0.13% Scientific Research Publishing 3 citations, 0.13%
IOS Press	IOS Press, 2, 0.09% IOS Press 2 citations, 0.09%
Trans Tech Publications	Trans Tech Publications, 2, 0.09% Trans Tech Publications 2 citations, 0.09%
The Royal Society	The Royal Society, 2, 0.09% The Royal Society 2 citations, 0.09%
VTeX	VTeX, 2, 0.09% VTeX 2 citations, 0.09%
Shenzhen University	Shenzhen University, 2, 0.09% Shenzhen University 2 citations, 0.09%
JMIR Publications	JMIR Publications, 2, 0.09% JMIR Publications 2 citations, 0.09%
Polskie Towarzystwo Statystyczne	Polskie Towarzystwo Statystyczne, 2, 0.09% Polskie Towarzystwo Statystyczne 2 citations, 0.09%
World Scientific	World Scientific, 1, 0.04% World Scientific 1 citation, 0.04%
Pleiades Publishing	Pleiades Publishing, 1, 0.04% Pleiades Publishing 1 citation, 0.04%
	, 1, 0.04% 1 citation, 0.04%
Association for Computing Machinery (ACM)	Association for Computing Machinery (ACM), 1, 0.04% Association for Computing Machinery (ACM) 1 citation, 0.04%
PC Technology Center	PC Technology Center, 1, 0.04% PC Technology Center 1 citation, 0.04%
Altai State University	Altai State University, 1, 0.04% Altai State University 1 citation, 0.04%
American Economic Association	American Economic Association, 1, 0.04% American Economic Association 1 citation, 0.04%
Copernicus	Copernicus, 1, 0.04% Copernicus 1 citation, 0.04%
Gazi University Journal of Science	Gazi University Journal of Science, 1, 0.04% Gazi University Journal of Science 1 citation, 0.04%
LLC CPC Business Perspectives	LLC CPC Business Perspectives, 1, 0.04% LLC CPC Business Perspectives 1 citation, 0.04%
Caisse Nationale d'assurance Vieillesse	Caisse Nationale d'assurance Vieillesse, 1, 0.04% Caisse Nationale d'assurance Vieillesse 1 citation, 0.04%
eLife Sciences Publications	eLife Sciences Publications, 1, 0.04% eLife Sciences Publications 1 citation, 0.04%
Alexandria University	Alexandria University, 1, 0.04% Alexandria University 1 citation, 0.04%
Science Alert	Science Alert, 1, 0.04% Science Alert 1 citation, 0.04%
American Society of Civil Engineers (ASCE)	American Society of Civil Engineers (ASCE), 1, 0.04% American Society of Civil Engineers (ASCE) 1 citation, 0.04%
Centre for Evaluation in Education and Science (CEON/CEES)	Centre for Evaluation in Education and Science (CEON/CEES), 1, 0.04% Centre for Evaluation in Education and Science (CEON/CEES) 1 citation, 0.04%
American Astronomical Society	American Astronomical Society, 1, 0.04% American Astronomical Society 1 citation, 0.04%
IGI Global	IGI Global, 1, 0.04% IGI Global 1 citation, 0.04%
Consortium Erudit	Consortium Erudit, 1, 0.04% Consortium Erudit 1 citation, 0.04%
IntechOpen	IntechOpen, 1, 0.04% IntechOpen 1 citation, 0.04%
SAE International	SAE International, 1, 0.04% SAE International 1 citation, 0.04%
Board of Governors of the Federal Reserve System	Board of Governors of the Federal Reserve System, 1, 0.04% Board of Governors of the Federal Reserve System 1 citation, 0.04%
Center for Strategic Studies in Business and Finance SSBFNET	Center for Strategic Studies in Business and Finance SSBFNET, 1, 0.04% Center for Strategic Studies in Business and Finance SSBFNET 1 citation, 0.04%
Hans Publishers	Hans Publishers, 1, 0.04% Hans Publishers 1 citation, 0.04%
The Korean Statistical Society	The Korean Statistical Society, 1, 0.04% The Korean Statistical Society 1 citation, 0.04%
World Scientific and Engineering Academy and Society (WSEAS)	World Scientific and Engineering Academy and Society (WSEAS), 1, 0.04% World Scientific and Engineering Academy and Society (WSEAS) 1 citation, 0.04%
Turan University	Turan University, 1, 0.04% Turan University 1 citation, 0.04%
Research Square Platform LLC	Research Square Platform LLC, 1, 0.04% Research Square Platform LLC 1 citation, 0.04%

	50 100 150 200 250 300 350 400 450

Publishing organizations

	5 10 15 20 25 30 35
University of Edinburgh	University of Edinburgh, 33, 7.95% University of Edinburgh 33 publications, 7.95%
University of Melbourne	University of Melbourne, 24, 5.78% University of Melbourne 24 publications, 5.78%
University of New South Wales	University of New South Wales, 17, 4.1% University of New South Wales 17 publications, 4.1%
Macquarie University	Macquarie University, 16, 3.86% Macquarie University 16 publications, 3.86%
ETH Zurich	ETH Zurich, 14, 3.37% ETH Zurich 14 publications, 3.37%
University of Waterloo	University of Waterloo, 14, 3.37% University of Waterloo 14 publications, 3.37%
Australian National University	Australian National University, 13, 3.13% Australian National University 13 publications, 3.13%
City, University of London	City, University of London, 13, 3.13% City, University of London 13 publications, 3.13%
Hacettepe University	Hacettepe University, 9, 2.17% Hacettepe University 9 publications, 2.17%
University of Lausanne	University of Lausanne, 6, 1.45% University of Lausanne 6 publications, 1.45%
University of Liverpool	University of Liverpool, 6, 1.45% University of Liverpool 6 publications, 1.45%
University of California, Santa Barbara	University of California, Santa Barbara, 6, 1.45% University of California, Santa Barbara 6 publications, 1.45%
Sapienza University of Rome	Sapienza University of Rome, 5, 1.2% Sapienza University of Rome 5 publications, 1.2%
Université Catholique de Louvain	Université Catholique de Louvain, 5, 1.2% Université Catholique de Louvain 5 publications, 1.2%
London School of Economics and Political Science	London School of Economics and Political Science, 5, 1.2% London School of Economics and Political Science 5 publications, 1.2%
Universite Libre de Bruxelles	Universite Libre de Bruxelles, 5, 1.2% Universite Libre de Bruxelles 5 publications, 1.2%
University of Wollongong	University of Wollongong, 5, 1.2% University of Wollongong 5 publications, 1.2%
University of Hong Kong	University of Hong Kong, 5, 1.2% University of Hong Kong 5 publications, 1.2%
University of Barcelona	University of Barcelona, 5, 1.2% University of Barcelona 5 publications, 1.2%
Shahid Beheshti University	Shahid Beheshti University, 4, 0.96% Shahid Beheshti University 4 publications, 0.96%
University of Technology Sydney	University of Technology Sydney, 4, 0.96% University of Technology Sydney 4 publications, 0.96%
University of Copenhagen	University of Copenhagen, 4, 0.96% University of Copenhagen 4 publications, 0.96%
Monash University	Monash University, 4, 0.96% Monash University 4 publications, 0.96%
Nankai University	Nankai University, 3, 0.72% Nankai University 3 publications, 0.72%
Università Cattolica del Sacro Cuore	Università Cattolica del Sacro Cuore, 3, 0.72% Università Cattolica del Sacro Cuore 3 publications, 0.72%
Michigan State University	Michigan State University, 3, 0.72% Michigan State University 3 publications, 0.72%
Commonwealth Scientific and Industrial Research Organization	Commonwealth Scientific and Industrial Research Organization, 3, 0.72% Commonwealth Scientific and Industrial Research Organization 3 publications, 0.72%
University of Bristol	University of Bristol, 3, 0.72% University of Bristol 3 publications, 0.72%
Simon Fraser University	Simon Fraser University, 3, 0.72% Simon Fraser University 3 publications, 0.72%
Western University	Western University, 3, 0.72% Western University 3 publications, 0.72%
Ben-Gurion University of the Negev	Ben-Gurion University of the Negev, 2, 0.48% Ben-Gurion University of the Negev 2 publications, 0.48%
Holon Institute of Technology	Holon Institute of Technology, 2, 0.48% Holon Institute of Technology 2 publications, 0.48%
University of Haifa	University of Haifa, 2, 0.48% University of Haifa 2 publications, 0.48%
Stockholm University	Stockholm University, 2, 0.48% Stockholm University 2 publications, 0.48%
Imperial College London	Imperial College London, 2, 0.48% Imperial College London 2 publications, 0.48%
Queen Mary University of London	Queen Mary University of London, 2, 0.48% Queen Mary University of London 2 publications, 0.48%
University of Oxford	University of Oxford, 2, 0.48% University of Oxford 2 publications, 0.48%
Aarhus University	Aarhus University, 2, 0.48% Aarhus University 2 publications, 0.48%
University of Southampton	University of Southampton, 2, 0.48% University of Southampton 2 publications, 0.48%
University of Sydney	University of Sydney, 2, 0.48% University of Sydney 2 publications, 0.48%
University of Salerno	University of Salerno, 2, 0.48% University of Salerno 2 publications, 0.48%
University of Trieste	University of Trieste, 2, 0.48% University of Trieste 2 publications, 0.48%
University of Queensland	University of Queensland, 2, 0.48% University of Queensland 2 publications, 0.48%
Curtin University	Curtin University, 2, 0.48% Curtin University 2 publications, 0.48%
University of the Witwatersrand	University of the Witwatersrand, 2, 0.48% University of the Witwatersrand 2 publications, 0.48%
North Carolina State University	North Carolina State University, 2, 0.48% North Carolina State University 2 publications, 0.48%
Chinese University of Hong Kong	Chinese University of Hong Kong, 2, 0.48% Chinese University of Hong Kong 2 publications, 0.48%
Towson University	Towson University, 2, 0.48% Towson University 2 publications, 0.48%
University of Illinois Urbana-Champaign	University of Illinois Urbana-Champaign, 2, 0.48% University of Illinois Urbana-Champaign 2 publications, 0.48%
Central Michigan University	Central Michigan University, 2, 0.48% Central Michigan University 2 publications, 0.48%
Academy of Mathematics and Systems Science, Chinese Academy of Sciences	Academy of Mathematics and Systems Science, Chinese Academy of Sciences, 2, 0.48% Academy of Mathematics and Systems Science, Chinese Academy of Sciences 2 publications, 0.48%
University of Wisconsin–Milwaukee	University of Wisconsin–Milwaukee, 2, 0.48% University of Wisconsin–Milwaukee 2 publications, 0.48%
University of Wisconsin–Madison	University of Wisconsin–Madison, 2, 0.48% University of Wisconsin–Madison 2 publications, 0.48%
University of Toronto	University of Toronto, 2, 0.48% University of Toronto 2 publications, 0.48%
École nationale de la statistique et de l'administration économique Paris	École nationale de la statistique et de l'administration économique Paris, 2, 0.48% École nationale de la statistique et de l'administration économique Paris 2 publications, 0.48%
Steklov Mathematical Institute of Russian Academy of Sciences	Steklov Mathematical Institute of Russian Academy of Sciences, 1, 0.24% Steklov Mathematical Institute of Russian Academy of Sciences 1 publication, 0.24%
University of Tübingen	University of Tübingen, 1, 0.24% University of Tübingen 1 publication, 0.24%
RMIT Vietnam	RMIT Vietnam, 1, 0.24% RMIT Vietnam 1 publication, 0.24%
Peking University	Peking University, 1, 0.24% Peking University 1 publication, 0.24%
Katholieke Universiteit Leuven	Katholieke Universiteit Leuven, 1, 0.24% Katholieke Universiteit Leuven 1 publication, 0.24%
Technical University of Munich	Technical University of Munich, 1, 0.24% Technical University of Munich 1 publication, 0.24%
Uppsala University	Uppsala University, 1, 0.24% Uppsala University 1 publication, 0.24%
KTH Royal Institute of Technology	KTH Royal Institute of Technology, 1, 0.24% KTH Royal Institute of Technology 1 publication, 0.24%
Tampere University	Tampere University, 1, 0.24% Tampere University 1 publication, 0.24%
Humboldt University of Berlin	Humboldt University of Berlin, 1, 0.24% Humboldt University of Berlin 1 publication, 0.24%
Fujian Normal University	Fujian Normal University, 1, 0.24% Fujian Normal University 1 publication, 0.24%
Nanjing Normal University	Nanjing Normal University, 1, 0.24% Nanjing Normal University 1 publication, 0.24%
Aalto University	Aalto University, 1, 0.24% Aalto University 1 publication, 0.24%
University of Zurich	University of Zurich, 1, 0.24% University of Zurich 1 publication, 0.24%
University of Nantes	University of Nantes, 1, 0.24% University of Nantes 1 publication, 0.24%
Technische Universität Dresden	Technische Universität Dresden, 1, 0.24% Technische Universität Dresden 1 publication, 0.24%
Central University of Finance and Economics	Central University of Finance and Economics, 1, 0.24% Central University of Finance and Economics 1 publication, 0.24%
Western Sydney University	Western Sydney University, 1, 0.24% Western Sydney University 1 publication, 0.24%
University of Bologna	University of Bologna, 1, 0.24% University of Bologna 1 publication, 0.24%
Nanyang Technological University	Nanyang Technological University, 1, 0.24% Nanyang Technological University 1 publication, 0.24%
University College London	University College London, 1, 0.24% University College London 1 publication, 0.24%
Durham University	Durham University, 1, 0.24% Durham University 1 publication, 0.24%
University of Warwick	University of Warwick, 1, 0.24% University of Warwick 1 publication, 0.24%
University of Cambridge	University of Cambridge, 1, 0.24% University of Cambridge 1 publication, 0.24%
Shanghai University of Finance and Economics	Shanghai University of Finance and Economics, 1, 0.24% Shanghai University of Finance and Economics 1 publication, 0.24%
Hanken School of Economics	Hanken School of Economics, 1, 0.24% Hanken School of Economics 1 publication, 0.24%
Technical University of Denmark	Technical University of Denmark, 1, 0.24% Technical University of Denmark 1 publication, 0.24%
King's College London	King's College London, 1, 0.24% King's College London 1 publication, 0.24%
Sorbonne University	Sorbonne University, 1, 0.24% Sorbonne University 1 publication, 0.24%
Copenhagen Business School	Copenhagen Business School, 1, 0.24% Copenhagen Business School 1 publication, 0.24%
University of Nottingham	University of Nottingham, 1, 0.24% University of Nottingham 1 publication, 0.24%
Southwestern University of Finance and Economics	Southwestern University of Finance and Economics, 1, 0.24% Southwestern University of Finance and Economics 1 publication, 0.24%
National Cheng Kung University	National Cheng Kung University, 1, 0.24% National Cheng Kung University 1 publication, 0.24%
Universidade Federal do Rio de Janeiro	Universidade Federal do Rio de Janeiro, 1, 0.24% Universidade Federal do Rio de Janeiro 1 publication, 0.24%
University of Parma	University of Parma, 1, 0.24% University of Parma 1 publication, 0.24%
Institute for Biomedical Research and Innovation	Institute for Biomedical Research and Innovation, 1, 0.24% Institute for Biomedical Research and Innovation 1 publication, 0.24%
Georgia Institute of technology	Georgia Institute of technology, 1, 0.24% Georgia Institute of technology 1 publication, 0.24%
Italian Space Agency	Italian Space Agency, 1, 0.24% Italian Space Agency 1 publication, 0.24%
Institute for Systems Analysis and Computer Science	Institute for Systems Analysis and Computer Science, 1, 0.24% Institute for Systems Analysis and Computer Science 1 publication, 0.24%
Victoria University of Wellington	Victoria University of Wellington, 1, 0.24% Victoria University of Wellington 1 publication, 0.24%
University of Adelaide	University of Adelaide, 1, 0.24% University of Adelaide 1 publication, 0.24%
Griffith University	Griffith University, 1, 0.24% Griffith University 1 publication, 0.24%
Australian Research Council	Australian Research Council, 1, 0.24% Australian Research Council 1 publication, 0.24%
University of Newcastle Australia	University of Newcastle Australia, 1, 0.24% University of Newcastle Australia 1 publication, 0.24%
Boston University	Boston University, 1, 0.24% Boston University 1 publication, 0.24%

	5 10 15 20 25 30 35

Publishing organizations in 5 years

	2 4 6 8 10 12 14 16 18 20
University of Edinburgh	University of Edinburgh, 19, 12.93% University of Edinburgh 19 publications, 12.93%
University of New South Wales	University of New South Wales, 10, 6.8% University of New South Wales 10 publications, 6.8%
University of Melbourne	University of Melbourne, 10, 6.8% University of Melbourne 10 publications, 6.8%
City, University of London	City, University of London, 7, 4.76% City, University of London 7 publications, 4.76%
Macquarie University	Macquarie University, 7, 4.76% Macquarie University 7 publications, 4.76%
University of Waterloo	University of Waterloo, 7, 4.76% University of Waterloo 7 publications, 4.76%
University of California, Santa Barbara	University of California, Santa Barbara, 6, 4.08% University of California, Santa Barbara 6 publications, 4.08%
ETH Zurich	ETH Zurich, 4, 2.72% ETH Zurich 4 publications, 2.72%
Sapienza University of Rome	Sapienza University of Rome, 4, 2.72% Sapienza University of Rome 4 publications, 2.72%
University of Technology Sydney	University of Technology Sydney, 4, 2.72% University of Technology Sydney 4 publications, 2.72%
Université Catholique de Louvain	Université Catholique de Louvain, 4, 2.72% Université Catholique de Louvain 4 publications, 2.72%
Monash University	Monash University, 4, 2.72% Monash University 4 publications, 2.72%
Shahid Beheshti University	Shahid Beheshti University, 3, 2.04% Shahid Beheshti University 3 publications, 2.04%
Università Cattolica del Sacro Cuore	Università Cattolica del Sacro Cuore, 3, 2.04% Università Cattolica del Sacro Cuore 3 publications, 2.04%
Universite Libre de Bruxelles	Universite Libre de Bruxelles, 3, 2.04% Universite Libre de Bruxelles 3 publications, 2.04%
Ben-Gurion University of the Negev	Ben-Gurion University of the Negev, 2, 1.36% Ben-Gurion University of the Negev 2 publications, 1.36%
Holon Institute of Technology	Holon Institute of Technology, 2, 1.36% Holon Institute of Technology 2 publications, 1.36%
University of Haifa	University of Haifa, 2, 1.36% University of Haifa 2 publications, 1.36%
University of Lausanne	University of Lausanne, 2, 1.36% University of Lausanne 2 publications, 1.36%
Australian National University	Australian National University, 2, 1.36% Australian National University 2 publications, 1.36%
Imperial College London	Imperial College London, 2, 1.36% Imperial College London 2 publications, 1.36%
University of Copenhagen	University of Copenhagen, 2, 1.36% University of Copenhagen 2 publications, 1.36%
Michigan State University	Michigan State University, 2, 1.36% Michigan State University 2 publications, 1.36%
University of Sydney	University of Sydney, 2, 1.36% University of Sydney 2 publications, 1.36%
University of Salerno	University of Salerno, 2, 1.36% University of Salerno 2 publications, 1.36%
University of Trieste	University of Trieste, 2, 1.36% University of Trieste 2 publications, 1.36%
University of Illinois Urbana-Champaign	University of Illinois Urbana-Champaign, 2, 1.36% University of Illinois Urbana-Champaign 2 publications, 1.36%
Simon Fraser University	Simon Fraser University, 2, 1.36% Simon Fraser University 2 publications, 1.36%
Academy of Mathematics and Systems Science, Chinese Academy of Sciences	Academy of Mathematics and Systems Science, Chinese Academy of Sciences, 2, 1.36% Academy of Mathematics and Systems Science, Chinese Academy of Sciences 2 publications, 1.36%
Western University	Western University, 2, 1.36% Western University 2 publications, 1.36%
University of Toronto	University of Toronto, 2, 1.36% University of Toronto 2 publications, 1.36%
École nationale de la statistique et de l'administration économique Paris	École nationale de la statistique et de l'administration économique Paris, 2, 1.36% École nationale de la statistique et de l'administration économique Paris 2 publications, 1.36%
RMIT Vietnam	RMIT Vietnam, 1, 0.68% RMIT Vietnam 1 publication, 0.68%
Peking University	Peking University, 1, 0.68% Peking University 1 publication, 0.68%
Katholieke Universiteit Leuven	Katholieke Universiteit Leuven, 1, 0.68% Katholieke Universiteit Leuven 1 publication, 0.68%
Technical University of Munich	Technical University of Munich, 1, 0.68% Technical University of Munich 1 publication, 0.68%
Uppsala University	Uppsala University, 1, 0.68% Uppsala University 1 publication, 0.68%
Humboldt University of Berlin	Humboldt University of Berlin, 1, 0.68% Humboldt University of Berlin 1 publication, 0.68%
Stockholm University	Stockholm University, 1, 0.68% Stockholm University 1 publication, 0.68%
University of Zurich	University of Zurich, 1, 0.68% University of Zurich 1 publication, 0.68%
Technische Universität Dresden	Technische Universität Dresden, 1, 0.68% Technische Universität Dresden 1 publication, 0.68%
Western Sydney University	Western Sydney University, 1, 0.68% Western Sydney University 1 publication, 0.68%
University of Bologna	University of Bologna, 1, 0.68% University of Bologna 1 publication, 0.68%
Nanyang Technological University	Nanyang Technological University, 1, 0.68% Nanyang Technological University 1 publication, 0.68%
Durham University	Durham University, 1, 0.68% Durham University 1 publication, 0.68%
Queen Mary University of London	Queen Mary University of London, 1, 0.68% Queen Mary University of London 1 publication, 0.68%
University of Warwick	University of Warwick, 1, 0.68% University of Warwick 1 publication, 0.68%
University of Oxford	University of Oxford, 1, 0.68% University of Oxford 1 publication, 0.68%
University of Cambridge	University of Cambridge, 1, 0.68% University of Cambridge 1 publication, 0.68%
Aarhus University	Aarhus University, 1, 0.68% Aarhus University 1 publication, 0.68%
King's College London	King's College London, 1, 0.68% King's College London 1 publication, 0.68%
Sorbonne University	Sorbonne University, 1, 0.68% Sorbonne University 1 publication, 0.68%
Copenhagen Business School	Copenhagen Business School, 1, 0.68% Copenhagen Business School 1 publication, 0.68%
London School of Economics and Political Science	London School of Economics and Political Science, 1, 0.68% London School of Economics and Political Science 1 publication, 0.68%
University of Southampton	University of Southampton, 1, 0.68% University of Southampton 1 publication, 0.68%
Universidade Federal do Rio de Janeiro	Universidade Federal do Rio de Janeiro, 1, 0.68% Universidade Federal do Rio de Janeiro 1 publication, 0.68%
University of Parma	University of Parma, 1, 0.68% University of Parma 1 publication, 0.68%
Institute for Biomedical Research and Innovation	Institute for Biomedical Research and Innovation, 1, 0.68% Institute for Biomedical Research and Innovation 1 publication, 0.68%
Georgia Institute of technology	Georgia Institute of technology, 1, 0.68% Georgia Institute of technology 1 publication, 0.68%
Italian Space Agency	Italian Space Agency, 1, 0.68% Italian Space Agency 1 publication, 0.68%
Institute for Systems Analysis and Computer Science	Institute for Systems Analysis and Computer Science, 1, 0.68% Institute for Systems Analysis and Computer Science 1 publication, 0.68%
University of Queensland	University of Queensland, 1, 0.68% University of Queensland 1 publication, 0.68%
Commonwealth Scientific and Industrial Research Organization	Commonwealth Scientific and Industrial Research Organization, 1, 0.68% Commonwealth Scientific and Industrial Research Organization 1 publication, 0.68%
Griffith University	Griffith University, 1, 0.68% Griffith University 1 publication, 0.68%
Curtin University	Curtin University, 1, 0.68% Curtin University 1 publication, 0.68%
Australian Research Council	Australian Research Council, 1, 0.68% Australian Research Council 1 publication, 0.68%
University of the Witwatersrand	University of the Witwatersrand, 1, 0.68% University of the Witwatersrand 1 publication, 0.68%
Reykjavik University	Reykjavik University, 1, 0.68% Reykjavik University 1 publication, 0.68%
Mahidol University	Mahidol University, 1, 0.68% Mahidol University 1 publication, 0.68%
Arizona State University	Arizona State University, 1, 0.68% Arizona State University 1 publication, 0.68%
North Carolina State University	North Carolina State University, 1, 0.68% North Carolina State University 1 publication, 0.68%
Chinese University of Hong Kong	Chinese University of Hong Kong, 1, 0.68% Chinese University of Hong Kong 1 publication, 0.68%
Ewha Womans University	Ewha Womans University, 1, 0.68% Ewha Womans University 1 publication, 0.68%
University of Texas at Dallas	University of Texas at Dallas, 1, 0.68% University of Texas at Dallas 1 publication, 0.68%
Georgia State University	Georgia State University, 1, 0.68% Georgia State University 1 publication, 0.68%
University of Piraeus	University of Piraeus, 1, 0.68% University of Piraeus 1 publication, 0.68%
Icahn School of Medicine at Mount Sinai	Icahn School of Medicine at Mount Sinai, 1, 0.68% Icahn School of Medicine at Mount Sinai 1 publication, 0.68%
Fraunhofer Institute for Industrial Mathematics	Fraunhofer Institute for Industrial Mathematics, 1, 0.68% Fraunhofer Institute for Industrial Mathematics 1 publication, 0.68%
University of Duisburg-Essen	University of Duisburg-Essen, 1, 0.68% University of Duisburg-Essen 1 publication, 0.68%
Ulm University	Ulm University, 1, 0.68% Ulm University 1 publication, 0.68%
Tilburg University	Tilburg University, 1, 0.68% Tilburg University 1 publication, 0.68%
Purdue University	Purdue University, 1, 0.68% Purdue University 1 publication, 0.68%
University of Kaiserslautern-Landau	University of Kaiserslautern-Landau, 1, 0.68% University of Kaiserslautern-Landau 1 publication, 0.68%
Karlsruhe University of Applied Sciences	Karlsruhe University of Applied Sciences, 1, 0.68% Karlsruhe University of Applied Sciences 1 publication, 0.68%
University of Amsterdam	University of Amsterdam, 1, 0.68% University of Amsterdam 1 publication, 0.68%
University of Leeds	University of Leeds, 1, 0.68% University of Leeds 1 publication, 0.68%
University of Wisconsin–Madison	University of Wisconsin–Madison, 1, 0.68% University of Wisconsin–Madison 1 publication, 0.68%
Wilfrid Laurier University	Wilfrid Laurier University, 1, 0.68% Wilfrid Laurier University 1 publication, 0.68%
University of Alberta	University of Alberta, 1, 0.68% University of Alberta 1 publication, 0.68%
De Montfort University	De Montfort University, 1, 0.68% De Montfort University 1 publication, 0.68%
University of Connecticut	University of Connecticut, 1, 0.68% University of Connecticut 1 publication, 0.68%

	2 4 6 8 10 12 14 16 18 20

Publishing countries

	10 20 30 40 50 60 70 80 90 100
United Kingdom	United Kingdom, 93, 22.41% United Kingdom 93 publications, 22.41%
Australia	Australia, 80, 19.28% Australia 80 publications, 19.28%
USA	USA, 32, 7.71% USA 32 publications, 7.71%
Canada	Canada, 32, 7.71% Canada 32 publications, 7.71%
Switzerland	Switzerland, 25, 6.02% Switzerland 25 publications, 6.02%
China	China, 17, 4.1% China 17 publications, 4.1%
Germany	Germany, 13, 3.13% Germany 13 publications, 3.13%
Italy	Italy, 11, 2.65% Italy 11 publications, 2.65%
Belgium	Belgium, 9, 2.17% Belgium 9 publications, 2.17%
Denmark	Denmark, 9, 2.17% Denmark 9 publications, 2.17%
Turkey	Turkey, 9, 2.17% Turkey 9 publications, 2.17%
France	France, 7, 1.69% France 7 publications, 1.69%
Spain	Spain, 5, 1.2% Spain 5 publications, 1.2%
Iran	Iran, 4, 0.96% Iran 4 publications, 0.96%
Ireland	Ireland, 4, 0.96% Ireland 4 publications, 0.96%
Netherlands	Netherlands, 3, 0.72% Netherlands 3 publications, 0.72%
Sweden	Sweden, 3, 0.72% Sweden 3 publications, 0.72%
South Africa	South Africa, 3, 0.72% South Africa 3 publications, 0.72%
Israel	Israel, 2, 0.48% Israel 2 publications, 0.48%
Norway	Norway, 2, 0.48% Norway 2 publications, 0.48%
Finland	Finland, 2, 0.48% Finland 2 publications, 0.48%
Russia	Russia, 1, 0.24% Russia 1 publication, 0.24%
Austria	Austria, 1, 0.24% Austria 1 publication, 0.24%
Brazil	Brazil, 1, 0.24% Brazil 1 publication, 0.24%
Vietnam	Vietnam, 1, 0.24% Vietnam 1 publication, 0.24%
Greece	Greece, 1, 0.24% Greece 1 publication, 0.24%
Iceland	Iceland, 1, 0.24% Iceland 1 publication, 0.24%
Mexico	Mexico, 1, 0.24% Mexico 1 publication, 0.24%
New Zealand	New Zealand, 1, 0.24% New Zealand 1 publication, 0.24%
Republic of Korea	Republic of Korea, 1, 0.24% Republic of Korea 1 publication, 0.24%
Singapore	Singapore, 1, 0.24% Singapore 1 publication, 0.24%
Thailand	Thailand, 1, 0.24% Thailand 1 publication, 0.24%
Japan	Japan, 1, 0.24% Japan 1 publication, 0.24%

	10 20 30 40 50 60 70 80 90 100

Publishing countries in 5 years

	5 10 15 20 25 30 35 40
United Kingdom	United Kingdom, 37, 25.17% United Kingdom 37 publications, 25.17%
Australia	Australia, 33, 22.45% Australia 33 publications, 22.45%
Canada	Canada, 19, 12.93% Canada 19 publications, 12.93%
USA	USA, 18, 12.24% USA 18 publications, 12.24%
Italy	Italy, 10, 6.8% Italy 10 publications, 6.8%
Switzerland	Switzerland, 8, 5.44% Switzerland 8 publications, 5.44%
Germany	Germany, 7, 4.76% Germany 7 publications, 4.76%
France	France, 5, 3.4% France 5 publications, 3.4%
Belgium	Belgium, 5, 3.4% Belgium 5 publications, 3.4%
China	China, 4, 2.72% China 4 publications, 2.72%
Denmark	Denmark, 3, 2.04% Denmark 3 publications, 2.04%
Iran	Iran, 3, 2.04% Iran 3 publications, 2.04%
Netherlands	Netherlands, 3, 2.04% Netherlands 3 publications, 2.04%
Israel	Israel, 2, 1.36% Israel 2 publications, 1.36%
Ireland	Ireland, 2, 1.36% Ireland 2 publications, 1.36%
Brazil	Brazil, 1, 0.68% Brazil 1 publication, 0.68%
Vietnam	Vietnam, 1, 0.68% Vietnam 1 publication, 0.68%
Greece	Greece, 1, 0.68% Greece 1 publication, 0.68%
Iceland	Iceland, 1, 0.68% Iceland 1 publication, 0.68%
Republic of Korea	Republic of Korea, 1, 0.68% Republic of Korea 1 publication, 0.68%
Singapore	Singapore, 1, 0.68% Singapore 1 publication, 0.68%
Thailand	Thailand, 1, 0.68% Thailand 1 publication, 0.68%
Sweden	Sweden, 1, 0.68% Sweden 1 publication, 0.68%
South Africa	South Africa, 1, 0.68% South Africa 1 publication, 0.68%
	5 10 15 20 25 30 35 40