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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