SlideShare a Scribd company logo
1 of 10
Download to read offline
Visualizing science using VOSviewer based on Crossref,
Microsoft Academic, and Dimensions data
Nees Jan van Eck and Ludo Waltman
Centre for Science and Technology Studies (CWTS), Leiden University
Workshop on Open Citations: Opportunities and Ongoing Developments
ISSI2019 conference, Sapienza University, Rome, Italy
September 2, 2019
VOSviewer
1
2
3
Development
4
Data access
5
Download
Types of networks supported by each data source
6
Co-authorship Co-occurrence Citation Bibliographic
coupling
Co-citation
Web of Science     
Scopus     
Dimensions     
PubMed     
Crossref     
Europe PMC     
Microsoft Academic     
Semantic Scholar     
OCC / COCI     
Wikidata     
Demonstration
7
8
Do it yourself!
https://www.vosviewer.com/downloads/Workshop_material_ISSI2019.pdf
9

More Related Content

What's hot

Science Mapping and Research Positioning
Science Mapping and Research PositioningScience Mapping and Research Positioning
Science Mapping and Research PositioningNees Jan van Eck
 
Crossref LIVE19 - Researcher and metadata user view
Crossref LIVE19 - Researcher and metadata user viewCrossref LIVE19 - Researcher and metadata user view
Crossref LIVE19 - Researcher and metadata user viewLudo Waltman
 
Open data sources in VOSviewer
Open data sources in VOSviewerOpen data sources in VOSviewer
Open data sources in VOSviewerNees Jan van Eck
 
Intermediacy of publications
Intermediacy of publicationsIntermediacy of publications
Intermediacy of publicationsNees Jan van Eck
 
Large-scale analysis of bibliometric networks
Large-scale analysis of bibliometric networksLarge-scale analysis of bibliometric networks
Large-scale analysis of bibliometric networksNees Jan van Eck
 
Large-scale visualization of science: Methods, tools, and applications
Large-scale visualization of science: Methods, tools, and applicationsLarge-scale visualization of science: Methods, tools, and applications
Large-scale visualization of science: Methods, tools, and applicationsLudo Waltman
 
The landscape of research on research
The landscape of research on researchThe landscape of research on research
The landscape of research on researchLudo Waltman
 
VOSviewer and CitNetExplorer: Software tools for bibliometric analysis of s...
VOSviewer and CitNetExplorer: Software tools for bibliometric analysis of s...VOSviewer and CitNetExplorer: Software tools for bibliometric analysis of s...
VOSviewer and CitNetExplorer: Software tools for bibliometric analysis of s...Nees Jan van Eck
 
Toward open citations: Why, how, and when?
Toward open citations: Why, how, and when?Toward open citations: Why, how, and when?
Toward open citations: Why, how, and when?Ludo Waltman
 
Applications of community detection in bibliometric network analysis
Applications of community detection in bibliometric network analysisApplications of community detection in bibliometric network analysis
Applications of community detection in bibliometric network analysisNees Jan van Eck
 
Visual exploration of scientific literature using VOSviewer and CitNetExplorer
Visual exploration of scientific literature using VOSviewer and CitNetExplorerVisual exploration of scientific literature using VOSviewer and CitNetExplorer
Visual exploration of scientific literature using VOSviewer and CitNetExplorerNees Jan van Eck
 
Comparing bibliographic data sources
Comparing bibliographic data sourcesComparing bibliographic data sources
Comparing bibliographic data sourcesLudo Waltman
 
A new software tool for large-scale analysis of citation networks
A new software tool for large-scale analysis of citation networksA new software tool for large-scale analysis of citation networks
A new software tool for large-scale analysis of citation networksNees Jan van Eck
 
Scientometric approaches to classification
Scientometric approaches to classificationScientometric approaches to classification
Scientometric approaches to classificationNees Jan van Eck
 
Open science: Implications for bibliometrics and scientometrics
Open science: Implications for bibliometrics and scientometricsOpen science: Implications for bibliometrics and scientometrics
Open science: Implications for bibliometrics and scientometricsLudo Waltman
 
Web of Science, Scopus, Dimensions, and beyond: The evolving landscape of bib...
Web of Science, Scopus, Dimensions, and beyond: The evolving landscape of bib...Web of Science, Scopus, Dimensions, and beyond: The evolving landscape of bib...
Web of Science, Scopus, Dimensions, and beyond: The evolving landscape of bib...Ludo Waltman
 
Large-scale analysis of bibliometric data sources
Large-scale analysis of bibliometric data sourcesLarge-scale analysis of bibliometric data sources
Large-scale analysis of bibliometric data sourcesNees Jan van Eck
 
COVID-19 and its implications for the scholarly communication system
COVID-19 and its implications for the scholarly communication systemCOVID-19 and its implications for the scholarly communication system
COVID-19 and its implications for the scholarly communication systemLudo Waltman
 
Bibliometric network analysis: Software tools, techniques, and an analysis o...
Bibliometric network analysis: Software tools, techniques, and an analysis o...Bibliometric network analysis: Software tools, techniques, and an analysis o...
Bibliometric network analysis: Software tools, techniques, and an analysis o...Nees Jan van Eck
 
Multiple perspectives on bibliometric data
Multiple perspectives on bibliometric dataMultiple perspectives on bibliometric data
Multiple perspectives on bibliometric dataNees Jan van Eck
 

What's hot (20)

Science Mapping and Research Positioning
Science Mapping and Research PositioningScience Mapping and Research Positioning
Science Mapping and Research Positioning
 
Crossref LIVE19 - Researcher and metadata user view
Crossref LIVE19 - Researcher and metadata user viewCrossref LIVE19 - Researcher and metadata user view
Crossref LIVE19 - Researcher and metadata user view
 
Open data sources in VOSviewer
Open data sources in VOSviewerOpen data sources in VOSviewer
Open data sources in VOSviewer
 
Intermediacy of publications
Intermediacy of publicationsIntermediacy of publications
Intermediacy of publications
 
Large-scale analysis of bibliometric networks
Large-scale analysis of bibliometric networksLarge-scale analysis of bibliometric networks
Large-scale analysis of bibliometric networks
 
Large-scale visualization of science: Methods, tools, and applications
Large-scale visualization of science: Methods, tools, and applicationsLarge-scale visualization of science: Methods, tools, and applications
Large-scale visualization of science: Methods, tools, and applications
 
The landscape of research on research
The landscape of research on researchThe landscape of research on research
The landscape of research on research
 
VOSviewer and CitNetExplorer: Software tools for bibliometric analysis of s...
VOSviewer and CitNetExplorer: Software tools for bibliometric analysis of s...VOSviewer and CitNetExplorer: Software tools for bibliometric analysis of s...
VOSviewer and CitNetExplorer: Software tools for bibliometric analysis of s...
 
Toward open citations: Why, how, and when?
Toward open citations: Why, how, and when?Toward open citations: Why, how, and when?
Toward open citations: Why, how, and when?
 
Applications of community detection in bibliometric network analysis
Applications of community detection in bibliometric network analysisApplications of community detection in bibliometric network analysis
Applications of community detection in bibliometric network analysis
 
Visual exploration of scientific literature using VOSviewer and CitNetExplorer
Visual exploration of scientific literature using VOSviewer and CitNetExplorerVisual exploration of scientific literature using VOSviewer and CitNetExplorer
Visual exploration of scientific literature using VOSviewer and CitNetExplorer
 
Comparing bibliographic data sources
Comparing bibliographic data sourcesComparing bibliographic data sources
Comparing bibliographic data sources
 
A new software tool for large-scale analysis of citation networks
A new software tool for large-scale analysis of citation networksA new software tool for large-scale analysis of citation networks
A new software tool for large-scale analysis of citation networks
 
Scientometric approaches to classification
Scientometric approaches to classificationScientometric approaches to classification
Scientometric approaches to classification
 
Open science: Implications for bibliometrics and scientometrics
Open science: Implications for bibliometrics and scientometricsOpen science: Implications for bibliometrics and scientometrics
Open science: Implications for bibliometrics and scientometrics
 
Web of Science, Scopus, Dimensions, and beyond: The evolving landscape of bib...
Web of Science, Scopus, Dimensions, and beyond: The evolving landscape of bib...Web of Science, Scopus, Dimensions, and beyond: The evolving landscape of bib...
Web of Science, Scopus, Dimensions, and beyond: The evolving landscape of bib...
 
Large-scale analysis of bibliometric data sources
Large-scale analysis of bibliometric data sourcesLarge-scale analysis of bibliometric data sources
Large-scale analysis of bibliometric data sources
 
COVID-19 and its implications for the scholarly communication system
COVID-19 and its implications for the scholarly communication systemCOVID-19 and its implications for the scholarly communication system
COVID-19 and its implications for the scholarly communication system
 
Bibliometric network analysis: Software tools, techniques, and an analysis o...
Bibliometric network analysis: Software tools, techniques, and an analysis o...Bibliometric network analysis: Software tools, techniques, and an analysis o...
Bibliometric network analysis: Software tools, techniques, and an analysis o...
 
Multiple perspectives on bibliometric data
Multiple perspectives on bibliometric dataMultiple perspectives on bibliometric data
Multiple perspectives on bibliometric data
 

Similar to Visualizing science using VOSviewer based on Crossref, Microsoft Academic, and Dimensions data

Creating Sustainable Communities in Open Data Resources: The eagle-i and VIVO...
Creating Sustainable Communities in Open Data Resources: The eagle-i and VIVO...Creating Sustainable Communities in Open Data Resources: The eagle-i and VIVO...
Creating Sustainable Communities in Open Data Resources: The eagle-i and VIVO...Robert H. McDonald
 
Visualizing the information of a Linked Open Data enabled Research Informatio...
Visualizing the information of a Linked Open Data enabled Research Informatio...Visualizing the information of a Linked Open Data enabled Research Informatio...
Visualizing the information of a Linked Open Data enabled Research Informatio...andimou
 
Data visualisations: drawing actionable insights from science and technology ...
Data visualisations: drawing actionable insights from science and technology ...Data visualisations: drawing actionable insights from science and technology ...
Data visualisations: drawing actionable insights from science and technology ...EFSA EU
 
ScienceOpen Webinar for ACS CINF Division
ScienceOpen Webinar for ACS CINF DivisionScienceOpen Webinar for ACS CINF Division
ScienceOpen Webinar for ACS CINF DivisionScienceOpen
 
Wiswb 2021 prof. mona kamel tourky
Wiswb 2021 prof. mona kamel tourkyWiswb 2021 prof. mona kamel tourky
Wiswb 2021 prof. mona kamel tourkyProf_ Mona Tourky
 
A Framework Concept for Profiling Researchers on Twitter using the Web of Data
A Framework Concept for Profiling Researchers on Twitter using the Web of DataA Framework Concept for Profiling Researchers on Twitter using the Web of Data
A Framework Concept for Profiling Researchers on Twitter using the Web of DataLaurens De Vocht
 
VREs and Research Tools - supporting collaborative research
VREs and Research Tools - supporting collaborative researchVREs and Research Tools - supporting collaborative research
VREs and Research Tools - supporting collaborative researchChristopher Brown
 
From Bibliometrics to Cybermetrics - a book chapter by Nicola de Bellis
From Bibliometrics to Cybermetrics - a book chapter by Nicola de BellisFrom Bibliometrics to Cybermetrics - a book chapter by Nicola de Bellis
From Bibliometrics to Cybermetrics - a book chapter by Nicola de BellisXanat V. Meza
 
Leveraging the power of the web - Open Repositories 2015
Leveraging the power of the web - Open Repositories 2015Leveraging the power of the web - Open Repositories 2015
Leveraging the power of the web - Open Repositories 2015Kaitlin Thaney
 
Article Impact (ALM and altmetrics)
Article Impact (ALM and altmetrics)Article Impact (ALM and altmetrics)
Article Impact (ALM and altmetrics)Richard Cave
 
VIVO: A Community-driven Research Information Management System: Challenges a...
VIVO: A Community-driven Research Information Management System: Challenges a...VIVO: A Community-driven Research Information Management System: Challenges a...
VIVO: A Community-driven Research Information Management System: Challenges a...Muhammad Javed
 
Deos 2014 - Welcome
Deos 2014 - WelcomeDeos 2014 - Welcome
Deos 2014 - WelcomeGiorgio Orsi
 
20140506 edrene athens_winer
20140506 edrene athens_winer20140506 edrene athens_winer
20140506 edrene athens_winerDov Winer
 
FASTEN user experience from a software vendor perspective : The future of ext...
FASTEN user experience from a software vendor perspective : The future of ext...FASTEN user experience from a software vendor perspective : The future of ext...
FASTEN user experience from a software vendor perspective : The future of ext...Fasten Project
 
A Novel Model of Cognitive Presence Assessment Using Automated Learning Analy...
A Novel Model of Cognitive Presence Assessment Using Automated Learning Analy...A Novel Model of Cognitive Presence Assessment Using Automated Learning Analy...
A Novel Model of Cognitive Presence Assessment Using Automated Learning Analy...Vitomir Kovanovic
 
SWAN/SIOC: Aligning Scientific Discourse Representation and Social Semantics
SWAN/SIOC: Aligning Scientific Discourse Representation and Social SemanticsSWAN/SIOC: Aligning Scientific Discourse Representation and Social Semantics
SWAN/SIOC: Aligning Scientific Discourse Representation and Social SemanticsJohn Breslin
 
Globlal Perspective on Open Research: A Bird's Eye View
Globlal Perspective on Open Research: A Bird's Eye ViewGloblal Perspective on Open Research: A Bird's Eye View
Globlal Perspective on Open Research: A Bird's Eye ViewLeslie Chan
 

Similar to Visualizing science using VOSviewer based on Crossref, Microsoft Academic, and Dimensions data (20)

Creating Sustainable Communities in Open Data Resources: The eagle-i and VIVO...
Creating Sustainable Communities in Open Data Resources: The eagle-i and VIVO...Creating Sustainable Communities in Open Data Resources: The eagle-i and VIVO...
Creating Sustainable Communities in Open Data Resources: The eagle-i and VIVO...
 
Visualizing the information of a Linked Open Data enabled Research Informatio...
Visualizing the information of a Linked Open Data enabled Research Informatio...Visualizing the information of a Linked Open Data enabled Research Informatio...
Visualizing the information of a Linked Open Data enabled Research Informatio...
 
Reserach data
Reserach dataReserach data
Reserach data
 
Data visualisations: drawing actionable insights from science and technology ...
Data visualisations: drawing actionable insights from science and technology ...Data visualisations: drawing actionable insights from science and technology ...
Data visualisations: drawing actionable insights from science and technology ...
 
ScienceOpen Webinar for ACS CINF Division
ScienceOpen Webinar for ACS CINF DivisionScienceOpen Webinar for ACS CINF Division
ScienceOpen Webinar for ACS CINF Division
 
Wiswb 2021 prof. mona kamel tourky
Wiswb 2021 prof. mona kamel tourkyWiswb 2021 prof. mona kamel tourky
Wiswb 2021 prof. mona kamel tourky
 
A Framework Concept for Profiling Researchers on Twitter using the Web of Data
A Framework Concept for Profiling Researchers on Twitter using the Web of DataA Framework Concept for Profiling Researchers on Twitter using the Web of Data
A Framework Concept for Profiling Researchers on Twitter using the Web of Data
 
VREs and Research Tools - supporting collaborative research
VREs and Research Tools - supporting collaborative researchVREs and Research Tools - supporting collaborative research
VREs and Research Tools - supporting collaborative research
 
From Bibliometrics to Cybermetrics - a book chapter by Nicola de Bellis
From Bibliometrics to Cybermetrics - a book chapter by Nicola de BellisFrom Bibliometrics to Cybermetrics - a book chapter by Nicola de Bellis
From Bibliometrics to Cybermetrics - a book chapter by Nicola de Bellis
 
Leveraging the power of the web - Open Repositories 2015
Leveraging the power of the web - Open Repositories 2015Leveraging the power of the web - Open Repositories 2015
Leveraging the power of the web - Open Repositories 2015
 
Article Impact (ALM and altmetrics)
Article Impact (ALM and altmetrics)Article Impact (ALM and altmetrics)
Article Impact (ALM and altmetrics)
 
VIVO: A Community-driven Research Information Management System: Challenges a...
VIVO: A Community-driven Research Information Management System: Challenges a...VIVO: A Community-driven Research Information Management System: Challenges a...
VIVO: A Community-driven Research Information Management System: Challenges a...
 
Javed - VIVO: Community Driven RIM
Javed - VIVO: Community Driven RIM Javed - VIVO: Community Driven RIM
Javed - VIVO: Community Driven RIM
 
Deos 2014 - Welcome
Deos 2014 - WelcomeDeos 2014 - Welcome
Deos 2014 - Welcome
 
Mapping the OER Landscape
Mapping the OER LandscapeMapping the OER Landscape
Mapping the OER Landscape
 
20140506 edrene athens_winer
20140506 edrene athens_winer20140506 edrene athens_winer
20140506 edrene athens_winer
 
FASTEN user experience from a software vendor perspective : The future of ext...
FASTEN user experience from a software vendor perspective : The future of ext...FASTEN user experience from a software vendor perspective : The future of ext...
FASTEN user experience from a software vendor perspective : The future of ext...
 
A Novel Model of Cognitive Presence Assessment Using Automated Learning Analy...
A Novel Model of Cognitive Presence Assessment Using Automated Learning Analy...A Novel Model of Cognitive Presence Assessment Using Automated Learning Analy...
A Novel Model of Cognitive Presence Assessment Using Automated Learning Analy...
 
SWAN/SIOC: Aligning Scientific Discourse Representation and Social Semantics
SWAN/SIOC: Aligning Scientific Discourse Representation and Social SemanticsSWAN/SIOC: Aligning Scientific Discourse Representation and Social Semantics
SWAN/SIOC: Aligning Scientific Discourse Representation and Social Semantics
 
Globlal Perspective on Open Research: A Bird's Eye View
Globlal Perspective on Open Research: A Bird's Eye ViewGloblal Perspective on Open Research: A Bird's Eye View
Globlal Perspective on Open Research: A Bird's Eye View
 

More from Nees Jan van Eck

Bibliometrische visualisaties voor het bijhouden van wetenschappelijke litera...
Bibliometrische visualisaties voor het bijhouden van wetenschappelijke litera...Bibliometrische visualisaties voor het bijhouden van wetenschappelijke litera...
Bibliometrische visualisaties voor het bijhouden van wetenschappelijke litera...Nees Jan van Eck
 
Community detection using citation relations and textual similarities in a la...
Community detection using citation relations and textual similarities in a la...Community detection using citation relations and textual similarities in a la...
Community detection using citation relations and textual similarities in a la...Nees Jan van Eck
 
A scientometric perspective on university ranking
A scientometric perspective on university rankingA scientometric perspective on university ranking
A scientometric perspective on university rankingNees Jan van Eck
 
A scientometric perspective on university ranking
A scientometric perspective on university rankingA scientometric perspective on university ranking
A scientometric perspective on university rankingNees Jan van Eck
 
CWTS Leiden Ranking: An advanced bibliometric approach to university ranking
CWTS Leiden Ranking: An advanced bibliometric approach to university rankingCWTS Leiden Ranking: An advanced bibliometric approach to university ranking
CWTS Leiden Ranking: An advanced bibliometric approach to university rankingNees Jan van Eck
 
Large-scale visualization of science
Large-scale visualization of scienceLarge-scale visualization of science
Large-scale visualization of scienceNees Jan van Eck
 
Accuracy of citation data in Web of Science and Scopus
Accuracy of citation data in Web of Science and ScopusAccuracy of citation data in Web of Science and Scopus
Accuracy of citation data in Web of Science and ScopusNees Jan van Eck
 
How to design a ranking system: Criteria and opportunities for a comparison
How to design a ranking system: Criteria and opportunities for a comparisonHow to design a ranking system: Criteria and opportunities for a comparison
How to design a ranking system: Criteria and opportunities for a comparisonNees Jan van Eck
 
Advanced citation matching and large-scale cited reference extraction
Advanced citation matching and large-scale cited reference extractionAdvanced citation matching and large-scale cited reference extraction
Advanced citation matching and large-scale cited reference extractionNees Jan van Eck
 
Advanced bibliometric software tools for publishers and editors
Advanced bibliometric software tools for publishers and editorsAdvanced bibliometric software tools for publishers and editors
Advanced bibliometric software tools for publishers and editorsNees Jan van Eck
 
VOSviewer and CitNetExplorer Tutorial
VOSviewer and CitNetExplorer TutorialVOSviewer and CitNetExplorer Tutorial
VOSviewer and CitNetExplorer TutorialNees Jan van Eck
 
Network visualization: Fine-tuning layout techniques for different types of n...
Network visualization: Fine-tuning layout techniques for different types of n...Network visualization: Fine-tuning layout techniques for different types of n...
Network visualization: Fine-tuning layout techniques for different types of n...Nees Jan van Eck
 
CWTS Leiden Ranking: An advanced bibliometric approach to university ranking
CWTS Leiden Ranking: An advanced bibliometric approach to university rankingCWTS Leiden Ranking: An advanced bibliometric approach to university ranking
CWTS Leiden Ranking: An advanced bibliometric approach to university rankingNees Jan van Eck
 

More from Nees Jan van Eck (15)

Bibliometrische visualisaties voor het bijhouden van wetenschappelijke litera...
Bibliometrische visualisaties voor het bijhouden van wetenschappelijke litera...Bibliometrische visualisaties voor het bijhouden van wetenschappelijke litera...
Bibliometrische visualisaties voor het bijhouden van wetenschappelijke litera...
 
Community detection using citation relations and textual similarities in a la...
Community detection using citation relations and textual similarities in a la...Community detection using citation relations and textual similarities in a la...
Community detection using citation relations and textual similarities in a la...
 
A scientometric perspective on university ranking
A scientometric perspective on university rankingA scientometric perspective on university ranking
A scientometric perspective on university ranking
 
A scientometric perspective on university ranking
A scientometric perspective on university rankingA scientometric perspective on university ranking
A scientometric perspective on university ranking
 
CWTS Leiden Ranking: An advanced bibliometric approach to university ranking
CWTS Leiden Ranking: An advanced bibliometric approach to university rankingCWTS Leiden Ranking: An advanced bibliometric approach to university ranking
CWTS Leiden Ranking: An advanced bibliometric approach to university ranking
 
Large-scale visualization of science
Large-scale visualization of scienceLarge-scale visualization of science
Large-scale visualization of science
 
Accuracy of citation data in Web of Science and Scopus
Accuracy of citation data in Web of Science and ScopusAccuracy of citation data in Web of Science and Scopus
Accuracy of citation data in Web of Science and Scopus
 
How to design a ranking system: Criteria and opportunities for a comparison
How to design a ranking system: Criteria and opportunities for a comparisonHow to design a ranking system: Criteria and opportunities for a comparison
How to design a ranking system: Criteria and opportunities for a comparison
 
Advanced citation matching and large-scale cited reference extraction
Advanced citation matching and large-scale cited reference extractionAdvanced citation matching and large-scale cited reference extraction
Advanced citation matching and large-scale cited reference extraction
 
Advanced bibliometric software tools for publishers and editors
Advanced bibliometric software tools for publishers and editorsAdvanced bibliometric software tools for publishers and editors
Advanced bibliometric software tools for publishers and editors
 
On cluster stability
On cluster stabilityOn cluster stability
On cluster stability
 
VOSviewer and CitNetExplorer Tutorial
VOSviewer and CitNetExplorer TutorialVOSviewer and CitNetExplorer Tutorial
VOSviewer and CitNetExplorer Tutorial
 
Network visualization: Fine-tuning layout techniques for different types of n...
Network visualization: Fine-tuning layout techniques for different types of n...Network visualization: Fine-tuning layout techniques for different types of n...
Network visualization: Fine-tuning layout techniques for different types of n...
 
Cluster stability
Cluster stabilityCluster stability
Cluster stability
 
CWTS Leiden Ranking: An advanced bibliometric approach to university ranking
CWTS Leiden Ranking: An advanced bibliometric approach to university rankingCWTS Leiden Ranking: An advanced bibliometric approach to university ranking
CWTS Leiden Ranking: An advanced bibliometric approach to university ranking
 

Recently uploaded

Data Analysis Project Presentation: Unveiling Your Ideal Customer, Bank Custo...
Data Analysis Project Presentation: Unveiling Your Ideal Customer, Bank Custo...Data Analysis Project Presentation: Unveiling Your Ideal Customer, Bank Custo...
Data Analysis Project Presentation: Unveiling Your Ideal Customer, Bank Custo...Boston Institute of Analytics
 
Decoding Movie Sentiments: Analyzing Reviews with Data Analysis model
Decoding Movie Sentiments: Analyzing Reviews with Data Analysis modelDecoding Movie Sentiments: Analyzing Reviews with Data Analysis model
Decoding Movie Sentiments: Analyzing Reviews with Data Analysis modelBoston Institute of Analytics
 
Decision Making Under Uncertainty - Is It Better Off Joining a Partnership or...
Decision Making Under Uncertainty - Is It Better Off Joining a Partnership or...Decision Making Under Uncertainty - Is It Better Off Joining a Partnership or...
Decision Making Under Uncertainty - Is It Better Off Joining a Partnership or...ThinkInnovation
 
Predictive Analysis - Using Insight-informed Data to Plan Inventory in Next 6...
Predictive Analysis - Using Insight-informed Data to Plan Inventory in Next 6...Predictive Analysis - Using Insight-informed Data to Plan Inventory in Next 6...
Predictive Analysis - Using Insight-informed Data to Plan Inventory in Next 6...ThinkInnovation
 
Digital Indonesia Report 2024 by We Are Social .pdf
Digital Indonesia Report 2024 by We Are Social .pdfDigital Indonesia Report 2024 by We Are Social .pdf
Digital Indonesia Report 2024 by We Are Social .pdfNicoChristianSunaryo
 
Role of Consumer Insights in business transformation
Role of Consumer Insights in business transformationRole of Consumer Insights in business transformation
Role of Consumer Insights in business transformationAnnie Melnic
 
Presentation of project of business person who are success
Presentation of project of business person who are successPresentation of project of business person who are success
Presentation of project of business person who are successPratikSingh115843
 
why-transparency-and-traceability-are-essential-for-sustainable-supply-chains...
why-transparency-and-traceability-are-essential-for-sustainable-supply-chains...why-transparency-and-traceability-are-essential-for-sustainable-supply-chains...
why-transparency-and-traceability-are-essential-for-sustainable-supply-chains...Jack Cole
 
IBEF report on the Insurance market in India
IBEF report on the Insurance market in IndiaIBEF report on the Insurance market in India
IBEF report on the Insurance market in IndiaManalVerma4
 
DATA ANALYSIS using various data sets like shoping data set etc
DATA ANALYSIS using various data sets like shoping data set etcDATA ANALYSIS using various data sets like shoping data set etc
DATA ANALYSIS using various data sets like shoping data set etclalithasri22
 
6 Tips for Interpretable Topic Models _ by Nicha Ruchirawat _ Towards Data Sc...
6 Tips for Interpretable Topic Models _ by Nicha Ruchirawat _ Towards Data Sc...6 Tips for Interpretable Topic Models _ by Nicha Ruchirawat _ Towards Data Sc...
6 Tips for Interpretable Topic Models _ by Nicha Ruchirawat _ Towards Data Sc...Dr Arash Najmaei ( Phd., MBA, BSc)
 
Bank Loan Approval Analysis: A Comprehensive Data Analysis Project
Bank Loan Approval Analysis: A Comprehensive Data Analysis ProjectBank Loan Approval Analysis: A Comprehensive Data Analysis Project
Bank Loan Approval Analysis: A Comprehensive Data Analysis ProjectBoston Institute of Analytics
 
Statistics For Management by Richard I. Levin 8ed.pdf
Statistics For Management by Richard I. Levin 8ed.pdfStatistics For Management by Richard I. Levin 8ed.pdf
Statistics For Management by Richard I. Levin 8ed.pdfnikeshsingh56
 

Recently uploaded (16)

Data Analysis Project Presentation: Unveiling Your Ideal Customer, Bank Custo...
Data Analysis Project Presentation: Unveiling Your Ideal Customer, Bank Custo...Data Analysis Project Presentation: Unveiling Your Ideal Customer, Bank Custo...
Data Analysis Project Presentation: Unveiling Your Ideal Customer, Bank Custo...
 
Decoding Movie Sentiments: Analyzing Reviews with Data Analysis model
Decoding Movie Sentiments: Analyzing Reviews with Data Analysis modelDecoding Movie Sentiments: Analyzing Reviews with Data Analysis model
Decoding Movie Sentiments: Analyzing Reviews with Data Analysis model
 
Decision Making Under Uncertainty - Is It Better Off Joining a Partnership or...
Decision Making Under Uncertainty - Is It Better Off Joining a Partnership or...Decision Making Under Uncertainty - Is It Better Off Joining a Partnership or...
Decision Making Under Uncertainty - Is It Better Off Joining a Partnership or...
 
Predictive Analysis - Using Insight-informed Data to Plan Inventory in Next 6...
Predictive Analysis - Using Insight-informed Data to Plan Inventory in Next 6...Predictive Analysis - Using Insight-informed Data to Plan Inventory in Next 6...
Predictive Analysis - Using Insight-informed Data to Plan Inventory in Next 6...
 
Data Analysis Project: Stroke Prediction
Data Analysis Project: Stroke PredictionData Analysis Project: Stroke Prediction
Data Analysis Project: Stroke Prediction
 
Digital Indonesia Report 2024 by We Are Social .pdf
Digital Indonesia Report 2024 by We Are Social .pdfDigital Indonesia Report 2024 by We Are Social .pdf
Digital Indonesia Report 2024 by We Are Social .pdf
 
Role of Consumer Insights in business transformation
Role of Consumer Insights in business transformationRole of Consumer Insights in business transformation
Role of Consumer Insights in business transformation
 
Presentation of project of business person who are success
Presentation of project of business person who are successPresentation of project of business person who are success
Presentation of project of business person who are success
 
why-transparency-and-traceability-are-essential-for-sustainable-supply-chains...
why-transparency-and-traceability-are-essential-for-sustainable-supply-chains...why-transparency-and-traceability-are-essential-for-sustainable-supply-chains...
why-transparency-and-traceability-are-essential-for-sustainable-supply-chains...
 
Insurance Churn Prediction Data Analysis Project
Insurance Churn Prediction Data Analysis ProjectInsurance Churn Prediction Data Analysis Project
Insurance Churn Prediction Data Analysis Project
 
IBEF report on the Insurance market in India
IBEF report on the Insurance market in IndiaIBEF report on the Insurance market in India
IBEF report on the Insurance market in India
 
DATA ANALYSIS using various data sets like shoping data set etc
DATA ANALYSIS using various data sets like shoping data set etcDATA ANALYSIS using various data sets like shoping data set etc
DATA ANALYSIS using various data sets like shoping data set etc
 
6 Tips for Interpretable Topic Models _ by Nicha Ruchirawat _ Towards Data Sc...
6 Tips for Interpretable Topic Models _ by Nicha Ruchirawat _ Towards Data Sc...6 Tips for Interpretable Topic Models _ by Nicha Ruchirawat _ Towards Data Sc...
6 Tips for Interpretable Topic Models _ by Nicha Ruchirawat _ Towards Data Sc...
 
Bank Loan Approval Analysis: A Comprehensive Data Analysis Project
Bank Loan Approval Analysis: A Comprehensive Data Analysis ProjectBank Loan Approval Analysis: A Comprehensive Data Analysis Project
Bank Loan Approval Analysis: A Comprehensive Data Analysis Project
 
Statistics For Management by Richard I. Levin 8ed.pdf
Statistics For Management by Richard I. Levin 8ed.pdfStatistics For Management by Richard I. Levin 8ed.pdf
Statistics For Management by Richard I. Levin 8ed.pdf
 
2023 Survey Shows Dip in High School E-Cigarette Use
2023 Survey Shows Dip in High School E-Cigarette Use2023 Survey Shows Dip in High School E-Cigarette Use
2023 Survey Shows Dip in High School E-Cigarette Use
 

Visualizing science using VOSviewer based on Crossref, Microsoft Academic, and Dimensions data