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@ -4,21 +4,23 @@ An [awesome list](https://github.com/sindresorhus/awesome) of resources to const
## Table of Contents ## Table of Contents
* **[Books](#books)** - __[Books](#books)__
* **[Overviews](#overviews)** - __[Overviews](#overviews)__
* **[Specifics](#specifics)** - __[Language-specific](#language-specific)__
* **[Courses](#courses)** - __[Method-specific](#method-specific)__
* **[Datasets](#datasets)** - __[Topic-specific](#topic-specific)__
* **[Journals](#journals)** - __[Courses](#courses)__
* **[Professional groups](#professional-groups)** - __[Datasets](#datasets)__
* **[Review Articles](#review-articles)** - __[Journals](#journals)__
* **[Software](#software)** - __[Professional groups](#professional-groups)__
* **[JavaScript Libraries](#javascript-libraries)** - __[Review Articles](#review-articles)__
* **[Python Libraries](#python-libraries)** - __[Software](#software)__
* **[R Packages](#r-packages)** - __[JavaScript Libraries](#javascript-libraries)__
* **[Tutorials](#tutorials)** - __[Python Libraries](#python-libraries)__
* **[Varia](#varia)** - __[R Packages](#r-packages)__
* **[Contribution Guidelines](#contribution-guidelines)** - __[Tutorials](#tutorials)__
- __[Varia](#varia)__
- __[Contribution Guidelines](#contribution-guidelines)__
## Books ## Books
@ -29,14 +31,22 @@ An [awesome list](https://github.com/sindresorhus/awesome) of resources to const
- _[Réseaux sociaux et structures relationnelles](https://www.puf.com/content/R%C3%A9seaux_sociaux_et_structures_relationnelles)_, by Emmanuel Lazega, in French (2014). - _[Réseaux sociaux et structures relationnelles](https://www.puf.com/content/R%C3%A9seaux_sociaux_et_structures_relationnelles)_, by Emmanuel Lazega, in French (2014).
- _[Sociologie des réseaux sociaux](http://pierremerckle.fr/2011/02/sociologie-des-reseaux-sociaux/)_, by Pierre Mercklé, in French (2011). - _[Sociologie des réseaux sociaux](http://pierremerckle.fr/2011/02/sociologie-des-reseaux-sociaux/)_, by Pierre Mercklé, in French (2011).
### Specifics ### Method-specific
1. _[Multilevel Network Analysis for the Social Sciences](https://www.springer.com/fr/book/9783319245188)_, by Emmanuel Lazega and Tom A.B. Snijders (2016). 1. _[Multilevel Network Analysis for the Social Sciences](https://www.springer.com/fr/book/9783319245188)_, by Emmanuel Lazega and Tom A.B. Snijders (2016).
### Software-specific
1. _[Analyzing Social Networks](https://sites.google.com/site/analyzingsocialnetworks/)_ (using UCINET), by Stephen P. Borgatti, Martin G. Everett and Jeffrey C. Johnson (2013).
2. _[Statistical Analysis of Network Data with R](http://www.springer.com/us/book/9781493909827)_, by Eric D. Kolaczyk and Gabor Csárdi (2014).
### Topic-specific
1. _[Neighbor Networks. Competitive Advantage Local and Personal](https://global.oup.com/academic/product/neighbor-networks-9780199570690)_, by Ronald S. Burt (2010).
## Courses ## Courses
1. [Complex Networks](https://www.uvm.edu/~pdodds/teaching/courses/2016-01UVM-303/), by Peter Sheridan Dodds (2016). 1. [Complex Networks](https://www.uvm.edu/~pdodds/teaching/courses/2016-01UVM-303/), by Peter Sheridan Dodds (2016).
- [Foo Bar](http://example.com), by A B (yyyy-yyyy).
## Datasets ## Datasets
@ -47,9 +57,10 @@ An [awesome list](https://github.com/sindresorhus/awesome) of resources to const
## Journals ## Journals
1. _[Journal of Social Structure](http://www.cmu.edu/joss)_ (2000–). 1. _[Connections](http://www.insna.org/connections.html)_.
- _[Network Science](http://journals.cambridge.org/action/displayJournal?jid=nws)_ (2013–). - _[Journal of Social Structure](http://www.cmu.edu/joss)_.
- _[REDES](http://revista-redes.rediris.es/)_, in Spanish (2004–). - _[Network Science](http://journals.cambridge.org/action/displayJournal?jid=nws)_.
- _[REDES](http://revista-redes.rediris.es/)_, in Spanish.
- _[Social Network Analysis and Mining](http://link.springer.com/journal/13278)_. - _[Social Network Analysis and Mining](http://link.springer.com/journal/13278)_.
- _[Social Networks](http://ees.elsevier.com/son/default.asp)_. - _[Social Networks](http://ees.elsevier.com/son/default.asp)_.
@ -66,13 +77,15 @@ An [awesome list](https://github.com/sindresorhus/awesome) of resources to const
## Software ## Software
1. [Discourse Network Analyzer (DNA)](http://www.philipleifeld.com/discourse-network-analyzer/discourse-network-analyzer-dna.html) - qualitative content analysis tool with network export facilities, written in Java with R integration. 1. [Discourse Network Analyzer (DNA)](http://www.philipleifeld.com/discourse-network-analyzer/discourse-network-analyzer-dna.html) - Qualitative content analysis tool with network export facilities, written in Java with R integration.
- [Gephi](https://gephi.github.io/) - cross-platform, free and open source tool for network visualization. - [Gephi](https://gephi.github.io/) - Cross-platform, free and open source tool for network visualization.
- [networks.tb](http://networks-tb.sourceforge.net/) - a suite designed for analyzing socio-semantic networks, written in C. - [GraphViz](http://www.graphviz.org/) - Software to draw graphs in the [DOT](http://www.graphviz.org/doc/info/lang.html) language.
- [NodeXL](http://nodexl.codeplex.com/) - free, open-source template for Microsoft Excel to explore network graphs. - [networks.tb](http://networks-tb.sourceforge.net/) - A suite designed for analyzing socio-semantic networks, written in C.
- [NodeXL](http://nodexl.codeplex.com/) - Free, open-source template for Microsoft Excel to explore network graphs.
- [Pajek](http://vlado.fmf.uni-lj.si/pub/networks/pajek/) - Windows program for large network analysis, free for noncommercial use. - [Pajek](http://vlado.fmf.uni-lj.si/pub/networks/pajek/) - Windows program for large network analysis, free for noncommercial use.
- [PNet](http://www.swinburne.edu.au/fbl/research/transformative-innovation/our-research/MelNet-social-network-group/PNet-software/index.html) - Simulation and estimation of exponential random graph models (ERGMs), written in Java for Windows. - [PNet](http://www.swinburne.edu.au/fbl/research/transformative-innovation/our-research/MelNet-social-network-group/PNet-software/index.html) - Simulation and estimation of exponential random graph models (ERGMs), written in Java for Windows.
- [Stanford Network Analysis Project](http://snap.stanford.edu/) - C++ general purpose network analysis and graph mining library; available as a Python library and through NodeXL. - [Stanford Network Analysis Project](http://snap.stanford.edu/) - C++ general purpose network analysis and graph mining library; available as a Python library and through NodeXL.
- [UCINET](https://sites.google.com/site/ucinetsoftware/) - Windows commercial software package for the analysis of social network data.
- [VOSviewer](http://www.vosviewer.com/) - Cross-platform software tool for constructing and visualizing bibliometric networks, written in Java. - [VOSviewer](http://www.vosviewer.com/) - Cross-platform software tool for constructing and visualizing bibliometric networks, written in Java.
### JavaScript Libraries ### JavaScript Libraries
@ -85,8 +98,10 @@ An [awesome list](https://github.com/sindresorhus/awesome) of resources to const
> Most items below are from [a Google spreadsheet](https://docs.google.com/spreadsheets/d/1vJILk2EW1JnR3YAwTSSqAV5mPkeXaezy45wOoafBpfU/edit#gid=0) by Michał Bojanowski and others. > Most items below are from [a Google spreadsheet](https://docs.google.com/spreadsheets/d/1vJILk2EW1JnR3YAwTSSqAV5mPkeXaezy45wOoafBpfU/edit#gid=0) by Michał Bojanowski and others.
1. [linkpred](https://github.com/rafguns/linkpred) - Assess the likelihood of potential links in a future snapshot of a network. 1. [graphviz](https://pypi.python.org/pypi/graphviz) - Python renderer for the DOT graph drawing language.
- [linkpred](https://github.com/rafguns/linkpred) - Assess the likelihood of potential links in a future snapshot of a network.
- [networkx](http://networkx.github.io/) - Python package for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks. - [networkx](http://networkx.github.io/) - Python package for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks.
- [python-igraph](http://igraph.org/python/) - Python version of the igraph network analysis package.
### R Packages ### R Packages
@ -127,6 +142,7 @@ An [awesome list](https://github.com/sindresorhus/awesome) of resources to const
## Varia ## Varia
- [Blog posts about networks](http://pierremerckle.fr/category/reseaux/) by Pierre Mercklé, in French.
- [Network Fact](https://twitter.com/networkfact) - A Twitter account about networks, graph theory, and related topics. - [Network Fact](https://twitter.com/networkfact) - A Twitter account about networks, graph theory, and related topics.
- [Videos from the Political Networks 2009 conference](https://vimeo.com/user2690333). - [Videos from the Political Networks 2009 conference](https://vimeo.com/user2690333).
@ -134,7 +150,10 @@ An [awesome list](https://github.com/sindresorhus/awesome) of resources to const
Please contribute to this list by sending a [pull request](https://github.com/briatte/awesome-network-analysis/pulls) after reading the [Contribution Guidelines](https://github.com/sindresorhus/awesome/blob/master/contributing.md) for stylistic indications. Please contribute to this list by sending a [pull request](https://github.com/briatte/awesome-network-analysis/pulls) after reading the [Contribution Guidelines](https://github.com/sindresorhus/awesome/blob/master/contributing.md) for stylistic indications.
By default, all sources are organized alphabetically, with date and language mentions when relevant. __To cite R packages__, please cite the stable CRAN version when it exists. - __All sources are organized alphabetically__ with date and language mentions when relevant.
- __Authors__ are mentioned for books and courses only.
- __To cite R packages__, please cite the stable CRAN version when it exists.
- __To cite Python packages__, please cite the PyPi version when it exists.
Remember that an awesome list has to be, well, awesome. The "[Awesome Manifesto](https://github.com/sindresorhus/awesome/blob/master/awesome.md)" states: Remember that an awesome list has to be, well, awesome. The "[Awesome Manifesto](https://github.com/sindresorhus/awesome/blob/master/awesome.md)" states: