awesome-network-analysis

A curated list of awesome network analysis resources.
https://github.com/eric-erki/awesome-network-analysis

Last synced: 8 days ago
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Journals
- Topic-specific
Professional Groups
- 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.
- Research Groups (USA)
- 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
Review Articles
- 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
- Bibliographic, Citation and Semantic Networks

Programming Languages

R 6 Python 6 JavaScript 5 HTML 1 Julia 1 Java 1 Clojure 1 Mathematica 1

Categories

Software 235 Varia 147 Review Articles 125 Professional Groups 121 Books 74 Journals 70 Datasets 33 Selected Papers 23 Courses 17 Conferences 13 License 2

Sub Categories

Topic-specific 159 Social, Economic and Political Networks 114 Research Groups (USA) 80 Bibliographic, Citation and Semantic Networks 58 Blog Series 58 Tutorials 42 R 38 C / C++ 36 Research Groups (Other) 33 Julia 20 Python 20 Archeological and Historical Networks 17 Method-specific 16 Two-Mode Networks 14 Fictional Networks 14 General Overviews 13 Network Science 13 JavaScript 13 Syntaxes 11 Algorithms 10 Small Worlds 10 Biological, Ecological and Disease Networks 10 Software-specific 10 Network Modeling 8 MATLAB 7 Graph Theory 7 Dissemination 6 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

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Indexes

Applications

Experiments

Awesome

awesome-network-analysis

Journals

Topic-specific

Professional Groups

Research Groups (Other)

Research Groups (USA)

Topic-specific

Review Articles

Archeological and Historical Networks

Bibliographic, Citation and Semantic Networks