Appendix

Resources:

• http://barabasi.com/networksciencebook/
• http://www.cs.cornell.edu/home/kleinber/networks-book/
• http://faculty.ucr.edu/~hanneman/nettext/
• https://www.quora.com/What-are-the-best-books-on-network-theory

Cool Things:

• Incidence Matrix trick: https://kieranhealy.org/blog/archives/2013/06/09/using-metadata-to-find-paul-revere/

Datasets:

• This is the collaboration network between Jazz musicians. Each node is a Jazz musician and an edge denotes that two musicians have played together in a band. The data was collected in 2003. http://konect.uni-koblenz.de/networks/arenas-jazz

Other Libraries

• graph-tool https://graph-tool.skewed.de
• igraph http://igraph.org/python/

Difference between Network and Graph Theory:

• this Quora post for a good discussion outlining the differences.
• http://barabasi.com/networksciencebook/chapter/2#networks-graphs Box 2.1

Other Visualization Options

• Plot.ly
• d3
• Gephi
• Cytoscape / cyREST
• python-igraph