如何使用python进行社交网络分析

Social Network Analysis for Startups 是一本介绍如何使用python进行社交网络分析的入门书，主要使用了NetworkX、numpy等插件进行网络分析，前端可以使用Matplotlib进行可视化展示，一个展示效果图如下所示：

 


 

一些资源：

• Code&data used in this lecture: http://www.cl.cam.ac.uk/~ss824/
stna-examples.tar.gz

• NodeXL: a graphical front-end that integrates network analysis intoMicrosoft Office and Excel.

(http://nodexl.codeplex.com/)

• Pajek: a program for network analysis for Windows(http://pajek.imfm.si/doku.php).

• Gephi: an interactive visualization and exploration platform(http://gephi.org/)

• Power-law Distributions in Empirical Data: tools for fittingheavy-tailed distributions to data

(http://www.santafe.edu/~aaronc/powerlaws/)

• GraphViz: graph visualization software (http://www.graphviz.org/)

• Matplotlib: full documentation for the plotting library (http://matplotlib.sourceforge.net/)

 

Pdf书：http://download.csdn.net/detail/u010736419/9779562

Ppt讲义：http://download.csdn.net/detail/u010736419/9779543