Books for community detection, role extraction model and network analysis:

• "Generalized blockmodeling" by Patrick Doreian, Vladimir Batagelj, Anuska Ferligoj.
• "Algorithms and Dynamical Models for Communities and Reputation in Social Networks" by V.A. Traag
• "Social Network Analysis: Methods and Applications" by Katherine Faust and Stanley Wasserman
• "Combinatorial Scientific Computing" by Uwe Naumann, Olaf Schenk
• "Structure in Complex Networks" by Jorg Reichardt
• "Pajek Manual" by Andrej Mrvar and Vladimir Batagelj Ljubljana

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Codes for community detection:

• CD Algorithms by Traag
• Louvain method

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Codes for role models:

• Browet Role Model Codes
• WLRA_Matlab (A weighted low rank comparison by P. -A. Absil)
• Role model Extraction by Melissa Marchand

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Datasets:

• Datasets on Newman's webpage
• Stanford Large Network Dataset Collection
• Pajek Datasets
• Gene Expression Omnibus (GEO) Repository

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Visualization Tools:

Basic Network Analysis Softwares:

• Gephi
• NetworkX
• igraph: The network analysis package

Advanced Tools:

• Pajek: analysis and visualization of large networks
• SNAP
• TreeScaper
• CFinder for Overlapping CD

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