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ComplexNetworksProjects

★ 17 Open GitHub ↗

Facebook ego net analyse project with networkx and creating scale free netwoks from scratch

// repository documentation

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# ComplexNetworksProjects

Facebook ego network dataset used for network analysis project
- [link to dataset website](https://snap.stanford.edu/data/ego-Facebook.html)

- Networkx Network Analysis notebook contains: Networkx analysis demo for class presentaion.

- Utilities Network file contains graph visiualizaion functions that used in other files as un abrivation.

- Scale free directory has netwrok class to create scale free network writen from scratch to understand better the scale free networks.

- Graphs folder contains drawn graphs from facebook-ego net dataset

- Networks analysis with neworkx [notebook](Networkx%20Network%20Analyze.ipynb)

## The Resulted Graph Examples
1.
	![](https://raw.githubusercontent.com/AnilOsmanTur/ComplexNetworksProjects/master/fbNet_community.png)
2.
	![](https://raw.githubusercontent.com/AnilOsmanTur/ComplexNetworksProjects/master/fbNet_layout.png)
3.
	![](https://raw.githubusercontent.com/AnilOsmanTur/ComplexNetworksProjects/master/graphs/ego_0_net_degree.png)

## Refrances
 
 - J. McAuley and J. Leskovec. Learning to Discover Social Circles in Ego Networks. NIPS, 2012.
 
 - Aric A. Hagberg, Daniel A. Schult and Pieter J. Swart, “Exploring network structure, dynamics, and function using NetworkX”, in Proceedings of the 7th Python in Science Conference (SciPy2008), Gäel Varoquaux, Travis Vaught, and Jarrod Millman (Eds), (Pasadena, CA USA), pp. 11–15, Aug 2008

ComplexNetworksProjects

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