briatte/awesome-network-analysis
Networking 1 year ago 2.7k
A curated list of awesome network analysis resources.
Apr 19th - Apr 25th, 2021
Books
Method-specific
Software
Python
- Related book and data. See
multinet
for the R version.
Software
R
- Related book and data, and presentation article. See
uunet
for the Python version.
Apr 12th - Apr 18th, 2021
Datasets
Mar 29th - Apr 4th, 2021
Software
Python
Jun 1st - Jun 7th, 2020
Books
Method-specific
May 18th - May 24th, 2020
Software
Python
Feb 17th - Feb 23rd, 2020
Software
R
Software
JavaScript
Feb 3rd - Feb 9th, 2020
Software
JavaScript
Journals
Jan 20th - Jan 26th, 2020
Software
Python
Jan 6th - Jan 12th, 2020
Software
R
Jul 8th - Jul 14th, 2019
Software
Tutorials
Varia
Jun 10th - Jun 16th, 2019
Books
Software-specific
Datasets
Professional Groups
Research Groups (USA)
Review Articles
Archeological and Historical Networks
Review Articles
Bibliographic, Citation and Semantic Networks
Review Articles
Social, Economic and Political Networks
Selected Papers
Software
Software
R
ggraph
R package.
Varia
Blog Series
Varia
Two-Mode Networks
Review Articles
Complex and Multilayer Networks
Review Articles
Network Modeling
Professional Groups
Varia
Courses
Review Articles
Biological, Ecological and Disease Networks
Software
Algorithms
Software
Python
Apr 22nd - Apr 28th, 2019
Courses
- Networks (Economics), by Daron Acemoglu and Asu Ozdaglar (MIT, 2009).
Journals
Books
Classics
Apr 15th - Apr 21st, 2019
Software
R
- Network Centrality in R: An Introduction - Includes a review of relevant R packages.
- Network Centrality in R: Neighborhood Inclusion.
- Network Centrality in R: New Ways of Measuring Centrality (2018).
tidygraph
R package.levelnet
R package.bipartite
R package.Varia
Mar 4th - Mar 10th, 2019
Software
Python
Dec 24th - Dec 30th, 2018
Varia
May 7th - May 13th, 2018
Review Articles
Archeological and Historical Networks
Apr 30th - May 6th, 2018
Varia
Apr 16th - Apr 22nd, 2018
Books
Dissemination
Datasets
Journals
Professional Groups
Professional Groups
Research Groups (Other)
Review Articles
Network Modeling
Review Articles
Social, Economic and Political Networks
Selected Papers
Software
Algorithms
Software
C / C++
Varia
Varia
Network Science
Varia
Two-Mode Networks
Books
Method-specific
Apr 9th - Apr 15th, 2018
Software
Java
Feb 26th - Mar 4th, 2018
Datasets
Nov 20th - Nov 26th, 2017
Books
Topic-specific
Oct 30th - Nov 5th, 2017
Books
General Overviews
Journals
Aug 28th - Sep 3rd, 2017
Books
Topic-specific
Aug 21st - Aug 27th, 2017
Software
Jul 10th - Jul 16th, 2017
Datasets
Software
R
- informR - Tools to create sequence statistics from event lists to be used in
relevent
.
Varia
Software
Java
Jun 19th - Jun 25th, 2017
Software
Python
Jun 12th - Jun 18th, 2017
Software
Mar 27th - Apr 2nd, 2017
Books
Dissemination
Books
General Overviews
Books
Graph Theory
Books
Method-specific
Books
Software-specific
Books
Topic-specific
Conferences
Courses
Journals
Professional Groups
Research Groups (USA)
Professional Groups
Research Groups (Other)
Review Articles
Bibliographic, Citation and Semantic Networks
Review Articles
Complex and Multilayer Networks
Review Articles
Ethics of Network Analysis
Review Articles
Network Modeling
Review Articles
Network Visualization
Software
Software
Algorithms
Software
C / C++
Software
JavaScript
Software
Julia
- Smile.jlstars2 - Julia wrapper for the Smile C++ library, which covers Bayesian networks and influence diagrams.
Software
MATLAB
Software
Python
Software
Stata
Software
Syntaxes
Software
Tutorials
Varia
Varia
Blog Series
Varia
Fictional Networks
Varia
Small Worlds
Mar 20th - Mar 26th, 2017
Professional Groups
Research Groups (USA)
Review Articles
Social, Economic and Political Networks
Mar 13th - Mar 19th, 2017
Varia
Journals
Professional Groups
Research Groups (Other)
Software
JavaScript
Graph
object.Jan 23rd - Jan 29th, 2017
Courses
Review Articles
Social, Economic and Political Networks
Selected Papers
Varia
Network Science
Jan 9th - Jan 15th, 2017
Varia
Review Articles
Archeological and Historical Networks
Software
Jan 2nd - Jan 8th, 2017
Books
Graph Theory
Books
Classics
Books
Software-specific
Software
Software
R
Dec 26th - Jan 1st, 2016
Professional Groups
Professional Groups
Research Groups (Other)
Software
Julia
- Video presentation of the package by its author at JuliaCon 2016.
Varia
Professional Groups
Research Groups (USA)
Review Articles
Biological, Ecological and Disease Networks
Review Articles
Complex and Multilayer Networks
Selected Papers
Varia
Network Science
Dec 19th - Dec 25th, 2016
Books
Topic-specific
Dec 5th - Dec 11th, 2016
Professional Groups
Research Groups (Other)
Review Articles
Bibliographic, Citation and Semantic Networks
Nov 28th - Dec 4th, 2016
Books
Software-specific
Nov 14th - Nov 20th, 2016
Software
R
Nov 7th - Nov 13th, 2016
Professional Groups
Research Groups (USA)
Oct 31st - Nov 6th, 2016
Review Articles
Biological, Ecological and Disease Networks
Books
Topic-specific
Professional Groups
Research Groups (USA)
Oct 24th - Oct 30th, 2016
Software
Selected Papers
Oct 17th - Oct 23rd, 2016
Software
JavaScript
Sep 19th - Sep 25th, 2016
Software
Python
Sep 12th - Sep 18th, 2016
Journals
Sep 5th - Sep 11th, 2016
Professional Groups
Research Groups (Other)
Software
Python
Software
Varia
Software
JavaScript
May 30th - Jun 5th, 2016
Books
Method-specific
May 23rd - May 29th, 2016
Datasets
May 16th - May 22nd, 2016
Professional Groups
Research Groups (Other)
Software
May 9th - May 15th, 2016
Software
May 2nd - May 8th, 2016
Software
Professional Groups
Research Groups (Other)
Apr 25th - May 1st, 2016
Software
Julia
- GraphVisualize.jlstars4 - Graph visualization built on top of GLVisualize.jlstars245.
- LightGraphs.jlstars678 - Graph library with a focus on performance and simplicity.
- LightGraphsExtras.jlstars22 - Community detection and other functionalities for the LightGraphs.jl package.
- NetworkLayout.jlstars78 - Layout algorithms for graphs and trees.
- Networks.jlstars3 - Additional graph functions for the LightGraphs.jl package.
- GraphCentrality.jlstars4 - Adds network measures to the Graphs.jl package.
Review Articles
Bibliographic, Citation and Semantic Networks
Review Articles
Ethics of Network Analysis
Books
General Overviews
Review Articles
Biological, Ecological and Disease Networks
Software
Apr 18th - Apr 24th, 2016
Contents
Conferences
- Large-scale Structures in Networks: Hidden Communities and Latent Hierarchies - Talk by Dan Larremore at NetSci 2019.
Courses
Datasets
Professional Groups
Professional Groups
Research Groups (USA)
Professional Groups
Research Groups (Other)
- HNR Conferences, Workshops and Other Events.
- HNR Talks - Videos, in German.
Review Articles
Biological, Ecological and Disease Networks
Selected Papers
Software
- Analyse des réseaux : une introduction à Pajek, in French (2011).
- La détection de communautés avec Pajek 3.6, in French (2012).
- VOSON System - Web-based software for the collection and analysis of online network data.
- VOSON Data Provider for NodeXL (quick tutorial; to be discontinued in 2016).
- vosonR - R client for the VOSON software (in development).
- Network Analysis with Cytoscape Tutorial - Illustrated through an archaeological and geographical case study (2013).
- VennMaker for Historians: Sources, Social Networks and Software (also available in Spanish; 2011).
Software
R
Software
Syntaxes
Software
Tutorials
Varia
Varia
Blog Series
- Analysis of Network Data.
- Assortative Social Networks and Neutral Cultural Evolution.
- Biochemical Network Evolution.
- Citations and Citation Networks.
- Community Discovery Methods for Complex Networks.
- Complex Networks.
- Experiments on Social Networks.
- Exponential Random Graph Models (ERGMs).
- Graph Sampling Algorithms.
- Graph Theory.
- Homophily and Influence in Social Networks.
- Inferring Networks from Non-Network Data.
- Joint Modeling of Texts and Networks.
- Network Comparison.
- Networks of Political Actors.
- Relational Learning.
- Social Contagion, Information Cascades, Diffusion of Innovations, Etc.
- Social Networks.
- Stochastic Block Models.
- See also: An Annotated Bibliography on Stochastic Blockmodels (2019).
Varia
Fictional Networks
Varia
Network Science
Software
Algorithms
Books
Method-specific
Books
Software-specific
Books
Topic-specific
Software
Python
Varia
Two-Mode Networks
Software
JavaScript
Books
Dissemination
Software
C / C++
Software
MATLAB
Books
General Overviews
Review Articles
Archeological and Historical Networks
Review Articles
Network Modeling
Review Articles
Social, Economic and Political Networks
Review Articles
Network Visualization
Review Articles
Complex and Multilayer Networks
Apr 11th - Apr 17th, 2016
Varia
Books
Software-specific
Review Articles
Social, Economic and Political Networks
Books
General Overviews
Datasets
Books
Method-specific
Books
Topic-specific
Conferences
Professional Groups
Research Groups (Other)
- ‘Réseaux et Régulation’ Conference Cycle - Seminar based at Sciences Po in Paris, France.
Software
Stata
Software
- The NodeXL Series - Series of blog posts on using NodeXL (2013).
- Network Analysis with Visone Tutorial - Illustrated through an archaeological case study (2015).
Software
JavaScript
- d3-force: Force-directed graph layoutstars1.4k using velocity Verlet integration.
- d3-vector: Define connections between nodes as directional vectorsstars4, consisting of angles and magnitudes.
Software
Syntaxes
- Awesome LaTeX: TiKZstars1k.
- How to Draw Graphs in LaTeX?
- TikZ Graph Examples.
- TikZ & PGF Manual.
- TKZ - Packages based on TikZ.