Post: Github Analysis

[benhoff]

Research Thread

From: http://www.analytictech.com/networks/egonet.htm

Typical measures:

homophily size average strength of ties heterogeneity density composition (e.g., % women, %whites, etc.) range: i. substantively defined as potential access to social resources ii. often defined as diversity of alters iii. based on weak ties argument, density is thought of as inverse measure of range iv. size and heterogeneity also seen as measures of range

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Analysis of Email Ego Networks http://snap.stanford.edu/class/cs224w-2010/proj2009/ego_angelx.pdf

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Empirical Analysis of an Evolving Social Network http://snap.stanford.edu/class/cs224w-readings/kossinets06evolving.pdf

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Ego network betweenness https://pdfs.semanticscholar.org/01eb/fdb48fdf2cd286260db3789a221ffda87a44.pdf

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http://snap.stanford.edu/class/cs224w-2010/schedule.html 2: Six degrees of separation 3: Models of the small world, Decentralized search 4: Small world phenomena, Search in P2P networks, Strength of weak ties 5: Graph structure of the web 6: Power-laws and Preferential attachment 7: Models of network evolution (1) 8: Models of network evolution (2) 9: Cascading behavior in networks 10: Models of network cascades 11: Cascades in viral marketing and the blogosphere 12: Influence maximization in networks 13: Detecting cascades in networks 14: Finding communities and clusters in networks 15: Spectral clustering and large scale community structure in networks 16: Modularity and large scale community structure in networks 17: Kronecker graphs 18: Link analysis for Web search 19: Networks with positive and negative edges

[benhoff]

https://networkx.readthedocs.io/en/stable/reference/algorithms.html

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https://github.com/spencerkimball/stargazers

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NetworkX to Gephi: https://stackoverflow.com/questions/35936991/how-to-create-gephi-network-graphs-from-python

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Post is up, just broken.