awesome-network-analysis
A curated list of awesome network analysis resources.
https://github.com/eric-erki/awesome-network-analysis
Last synced: 2 days ago
JSON representation
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Journals
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Topic-specific
- Social Networks
- Social Networks
- Social Networks
- Social Networks
- Social Networks
- Social Networks
- Social Networks
- Social Networks
- Social Networks
- Social Networks
- Social Networks
- Social Networks
- Social Networks
- REDES. Revista hispana para el análisis de redes sociales
- Social Networks
- Social Networks
- Social Networks
- Applied Network Science
- Computational Social Networks
- Social Networks
- Social Networks
- Social Networks
- Social Networks
- Social Networks
- Social Networks
- Social Networks
- Network Science
- Social Networks
- Social Networks
- Social Networks
- Social Networks
- Social Networks
- Social Networks
- Social Networks
- Social Networks
- Social Networks
- Social Networks
- Online Social Networks and Media
- Connections
- deeply hurting
- ARCS – Analyse de réseaux pour les sciences sociales / Network Analysis for the Social Sciences
- Journal of Social Structure
- Social Networks
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Professional Groups
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Research Groups (Other)
- Centre for Business Network Analysis, University of Greenwich - Focused on economic/organisational network analysis.
- Cx-Nets - Virtual collaboration between four complex networks research groups.
- Data Science Group - Wroclaw-based research group that studies, among many things, complex networks and other network-related topics.
- Forschungscluster der Universitäten Trier und Mainz “Gesellschaftliche Abhängigkeiten und soziale Netzwerke”
- GDR Analyse de réseaux en sciences humaines et sociales
- HNR Talks - Videos, in German.
- ANR-Lab - International Laboratory for Applied Network Research - Russian group based at the National Research University in Moscow.
- Theory and Methods in Network Analysis (“TMSA”) Summer Schools
- Murata Laboratory - Tokyo-based research group, studying bi-, tri- and k-partite (hyper)networks.
- NetLab - Research network at the University of Toronto, led by Barry Wellman.
- Network Science Research Centre, Swansea University
- Network Dynamics - Research Lab at McGill University, led by [Derek Ruths](http://www.derekruths.com/)
- Netzwerkerei - Historical research project on the connections between Jewish intellectuals.
- ORIO - Observatoire des Réseaux Intra- et Inter-Organisationnels - A research program on networks and regulation.
- ‘Réseaux et Régulation’ Conference Cycle - Seminar based at Sciences Po in Paris, France.
- Redes-Sociales - Information network based at the Universitat Autònoma de Barcelona.
- RES-HIST : Réseaux et histoire - Blog posts from a research group on historical networks.
- RES-HIST Conferences
- SocioPatterns - Interdisciplinary research group that uses wireless sensors to study social network data.
- Topographies of Entanglements. Mapping Medieval Networks - Research platform based at the Austrian Academy of Sciences that focuses on applying network theory and visualisation to medieval history.
- UCL Centre for Organisational Network Analysis (CONA)
- Virtual Observatory for the Study of Online Networks (VOSON) - Research and software development project located at the Australian National University.
- Cx-Nets - Virtual collaboration between four complex networks research groups.
- Digital Humanities - Interdisciplinary group of researchers at the Marc Bloch Centre in Berlin, with many network science projects.
- MelNet Social Network Research Group, Swinburne University of Technology
- SocioPatterns - Interdisciplinary research group that uses wireless sensors to study social network data.
- SoNAR-C - Social Network Analysis Research Center, University of Italian Switzerland (USi)
- Virtual Observatory for the Study of Online Networks (VOSON) - Research and software development project located at the Australian National University.
- Data Science Group - Wroclaw-based research group that studies, among many things, complex networks and other network-related topics.
- Historical Network Research (HNR) - Platform for scholars interested in network analysis for historical research.
- HNR Conferences, Workshops and Other Events
- Large Graphs and Networks - Research group at the Catholic University of Louvain ([official page](https://uclouvain.be/en/research-institutes/icteam/large-graphs-and-networks.html)).
- Center for Network Science, Central European University, Budapest - Features a PhD in Network Science program.
- Cambridge Networks Network (CNN) - Research network on complex networks.
- Center for Network Science, Central European University, Budapest - Features a PhD in Network Science program.
- Complex Networks - Research group based in Paris.
- Mitchell Centre for Social Network Analysis, University of Manchester - Currently studies [covert networks](http://www.socialsciences.manchester.ac.uk/mitchell-centre/research/covert-networks/).
- Murata Laboratory - Tokyo-based research group, studying bi-, tri- and k-partite (hyper)networks.
- Redes-Sociales - Information network based at the Universitat Autònoma de Barcelona.
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Research Groups (USA)
- Center for Applied Network Analysis (CANA) - Research group based at the University of Southern California School of Medicine.
- Channing Division of Network Medicine - Research division within the Department of Medicine at Brigham and Women’s Hospital.
- Complex Human Networks Reading Group (CoHN) - Reading list from a seminar held at MIT in 2001–2.
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- Network Interdependence in Social Systems - Led by Skyler J. Cranmer at Ohio State University.
- Network Science Center at the U.S. Military Academy (USMA) in West Point
- Network Science IGERT at the University of California at Santa Barbara (UCSB) - Features an [NSF-funded](http://www.igert.org/) graduate programme.
- Networks, Computation, and Social Dynamics Lab - Headed by Carter T. Butts. Part of the [Center for Networks and Relational Analysis](http://relationalanalysis.org/) (CNRA) at the University of California in Irvine.
- Pacific Ecoinformatics and Computational Ecology Lab - Non-profit study group of ecological networks (“food webs”).
- Peter J. Mucha’s Research Group at the University of North Carolina at Chapel Hill
- Social Network Analysis Group at Stanford
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- Interdependence in Governance and Policy Research Group - Led by Bruce A. Desmarais at Penn State University.
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- Channing Division of Network Medicine - Research division within the Department of Medicine at Brigham and Women’s Hospital.
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- Yale Institute for Network Science (YINS)
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- Networks, Computation, and Social Dynamics Lab - Headed by Carter T. Butts. Part of the [Center for Networks and Relational Analysis](http://relationalanalysis.org/) (CNRA) at the University of California in Irvine.
- Pacific Ecoinformatics and Computational Ecology Lab - Non-profit study group of ecological networks (“food webs”).
- Peter J. Mucha’s Research Group at the University of North Carolina at Chapel Hill
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- Interdisciplinary Center for Network Science and Applications (iCeNSA) at the University of Notre Dame
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- Warren Center for Network & Data Sciences at the University of Pennsylvania
- Yale Institute for Network Science (YINS)
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- Northeastern University MOBS Lab - Laboratory for the Modeling of Biological and Socio-technical Systems - Led by Alessandro Vespignani.
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- Indiana University Network Science Institute (IUNI)
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- Annenberg Networks Network (ANN) - Research group studying social networks at the University of Southern California.
- Duke Network Analysis Center
- LINKS Center for Social Network Analysis at the Gatton College of Business and Economics, University of Kentucky
- NetSCI Lab at the Rutgers School of Communication and Information
- Network Dynamics Group at the Annenberg School for Communication, University of Pennsylvania
- Northeastern University Network Science Institute - Features a PhD in Network Science program.
- Northeastern University Center for Complex Network Research - Led by Albert-László Barabási.
- Northeastern University MOBS Lab - Laboratory for the Modeling of Biological and Socio-technical Systems - Led by Alessandro Vespignani.
- Peter J. Mucha’s Research Group at the University of North Carolina at Chapel Hill
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Topic-specific
- AFS RT 26 “Réseaux sociaux” - Thematic Network of the French Sociological Association (AFS), in French ([old website](https://web.archive.org/web/20160421164221/http://www.cmh.pro.ens.fr/reseaux-sociaux/)).
- ECPR Political Networks SG - Standing Group of the European Consortium for Political Research. Twitter: [@politicalnets](https://twitter.com/politicalnets).
- INSNA - International Network for Social Network Analysis - list](https://www.insna.org/socnet)).
- Mathematical Sociology Section of the American Sociological Association (ASA)
- AFS RT 26 “Réseaux sociaux” - Thematic Network of the French Sociological Association (AFS), in French ([old website](https://web.archive.org/web/20160421164221/http://www.cmh.pro.ens.fr/reseaux-sociaux/)).
- APSA Political Networks - Organized Section of the American Political Science Association (APSA). Twitter: [@PolNetworks](https://twitter.com/PolNetworks).
- GDR ARSHS - GDR Analyse de réseaux en sciences humaines et sociales - Research group based in Paris.
- Groupe FMR - Flux, Matrices, Réseaux
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Review Articles
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Archeological and Historical Networks
- Analyse de réseaux et histoire
- Analyser les réseaux du passé en archéologie et en histoire
- Formale Methoden der Netzwerkanalyse in den Geschichtswissenschaften: Warum und Wie? [Formal Network Methods in History: Why and How? - ouvertes.fr/halshs-00521527); _Österreichische Zeitschrift für Geschichtswissenschaften_, 2012).
- From Hermeneutics to Data to Networks: Data Extraction and Network Visualization of Historical Sources
- Introduction à la visualisation de données : l’analyse de réseau en histoire
- Introduction : où en est l’analyse de réseaux en histoire ? [Introducción: ¿en qué punto se encuentra el análisis de redes en Historia? - bertran-guzziheeb-lemercier/298); _REDES_, 2011).
- Networks and History
- Networks in Historical Research
- Netzwerkanalyse in den Geschichtswissenschaften. Historische Netzwerkanalyse als Methode für die Erforschung von historischen Prozessen
- The Roots and Shoots of Archaeological Network Analysis: A Citation Analysis and Review of the Archaeological Use of Formal Network Methods
- Thinking Through Networks: A Review of Formal Network Methods in Archaeology
- by Claire Lemercier and Claire Zalc - science-bibliography/).
- From Hermeneutics to Data to Networks: Data Extraction and Network Visualization of Historical Sources
- Graph Theory and Networks in Biology - bio/0604006); _IET Systems Biology_, 2007).
- The Roots and Shoots of Archaeological Network Analysis: A Citation Analysis and Review of the Archaeological Use of Formal Network Methods
- Networks of Power in Archaeology
- Analyse de réseaux et histoire
- Networks in Historical Research
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Bibliographic, Citation and Semantic Networks
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Programming Languages
Categories
Sub Categories
Topic-specific
185
Social, Economic and Political Networks
122
Research Groups (USA)
88
Bibliographic, Citation and Semantic Networks
58
Blog Series
58
Tutorials
48
R
43
Research Groups (Other)
39
C / C++
36
Julia
20
Python
20
Method-specific
19
Archeological and Historical Networks
18
General Overviews
15
Two-Mode Networks
14
Fictional Networks
14
Software-specific
13
JavaScript
13
Network Science
13
Syntaxes
11
Small Worlds
10
Algorithms
10
Biological, Ecological and Disease Networks
10
Network Modeling
8
Graph Theory
8
Dissemination
7
MATLAB
7
Complex and Multilayer Networks
6
Ethics of Network Analysis
4
Classics
4
Network Visualization
4
Stata
3
Java
2
Keywords
network-analysis
6
network-visualization
3
igraph
3
visualization
3
network-graph
3
graph
3
data-science
3
awesome
3
awesome-list
2
list
2
r
2
graph-theory
2
graph-algorithms
2
python
2
deepwalk
2
networkx
2
webgl
2
node2vec
2
machine-learning
1
graph-kernels
1
matrix-factorization
1
network-clustering
1
network-science
1
social-network
1
graph-kernel
1
unsupervised-learning
1
graph-embedding
1
attention-mechanism
1
graph-convolutional-networks
1
classification-algorithm
1
deep-graph-kernels
1
graph-attention-model
1
graph-attention-networks
1
collections
1
python-frameworks
1
python-libraries
1
python-tools
1
data-analysis
1
rstats
1
dot
1
emscripten
1
graphviz
1
javascript
1
graph-functions
1
property-graph
1
bigclam
1
clustering
1
community-detection
1
deep-learning
1
dimensionality-reduction
1