社交网络分析 (SNA) 简介

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