一、典型的社会网络数据集

   （1）加州大学欧文分校（University of California ,irvine,UCI）网络组共享有关Facebook的测量数据及其工具与论文。链接为http://odysseas.calit2.uci.edu/wiki/doku.php/public:online_social_networks/

   （2）Twitter数据其工具与论文。链接为http://twitter.mpi-sws.org/

   （3）斯坦福数据集及其工具和论文。链接为http://snap.stanford.edu/data/index.html(最全)

二、社会网络数据爬虫接口

   （1）Facebook:http://developers.face-book.com/docs/reference/apis(不可用)

   （2）Twitter:https://dev.twitter.com/docs/streaming-apis（不可用）

   （3）人人网：http://wiki.dev.renren.com/wiki/API（不可用）

   （4）微博：http://open.weibo.com/wiki/API%E6%96%87%E6%A1%A3_V2（可用）

三、社会网络分析工具

   （1）基于图形用户接口（GUIS） 的包或为编程语言设计的API：netminer/ucinet/pajek/guess/ora/cytoscape

   （2）用于商业用户的GUI：orgnet/keyhubs/kxen/idiro sna plus

   （3）SNA脚本工具:netminer(python)、statnet(R)、igraph(R和python)、networkx(python)、SNAP（C++和python）、nodexl（excel）

• For scholarly research tools like UCINet  , Pajek   , ORA   , the statnet  suite of packages in R, and GUESS are popular.

• Examples of business oriented social network tools include iPoint , NetMiner  , InFlow , Keyhubs  ,Sentinel Visualizer  , KXEN Social Network , NodeXL .

• For large networks with millions of nodes, Sonamine    or ORA  .

• For mobile telecoms Idiro SNA Plus is recommended

• An open source package with GUI for Linux, Windows and Mac, is Social Networks Visualizer or SocNetV  ,developed in Qt/C++.

• Another generic open source package for Windows, Linux and OS X with interfaces to Python and R is "igraph"

• Another generic open source package with [GUI] for Windows, Linux and OS X is "Tulip"

• RapidNet is a generic freely available open source solution for network analysis and interactive visual network exploration and drill-down.

• For Mac OS X a related package installer of SocNetV  is available.

• For integrated egocentric data collection and visualization.

参考资料：

[1]徐恪, 张赛, 陈昊,等. 在线社会网络的测量与分析[J]. 计算机学报, 2014, 37(1):165-188.

[2]Social Network Analysis - Theory and Applications

网络分析工具来源：

[1] "Only connect: Felix Grant looks at the application of data analysis software to social networks", Scientific Computing World June 2010: pp

9-10. (http:/ / www. scientific-computing. com/ features/ feature. php?feature_id=277)

[2] (http:/ / www. cmu. edu/ joss/ content/ articles/ volume1/ Freeman. html)

[3] (http:/ / www. analytictech. com/ ucinet/ ucinet. html)

[4] (http:/ / pajek. imfm. si/ doku. php)

[5] (http:/ / www. casos. cs. cmu. edu/ projects/ ora/ )

[6] (http:/ / cran. r-project. org/ web/ packages/ statnet/ )

[7] (http:/ / graphexploration. cond. org/ )

[8] (http:/ / imediastreams. com/ iServe_Demographics. htm)

[9] (http:/ / www. netminer. com/ NetMiner/ home_01. jsp)

[10] (http:/ / www. orgnet. com/ inflow3. html)

[11] (http:/ / www. keyhubs. com)

[12] (http:/ / www. fmsasg. com/ Products/ SentinelVisualizer/ )

[13] (http:/ / www. socialnetworksanalysis. com)

[14] (http:/ / www. codeplex. com/ nodexl)

[15] (http:/ / www. sonamine. com/ home/ index. php?option=com_content& view=article& id=8& Itemid=5)

[16] (http:/ / www. casos. cs. cmu. edu/ projects/ ora/ )

[17] (http:/ / www. idiro. com)

[18] (http:/ / socnetv. sourceforge. net/ )

[19] (http:/ / igraph. sourceforge. net)

[20] RapidNet (http:/ / rapid-i. com/ content/ view/ 183/ 193/ )

[21] (http:/ / naranja. umh. es/ ~atg)

[22] SocioMetrica (http:/ / www. mdlogix. com/ solutions/ additional. html#row1)

[23] Draft(PDF) (http:/ / stat. gamma. rug. nl/ snijders/ Software for Social Network Analysis CUP_ch13_Oct2003. pdf)

[24] Computer Programs for Social Network Analysis (http:/ / www. insna. org/ software/ software_old. html)