NetworkX - python graph analysis and visualization @ PyHug

NetworkX - python graph analysis and visualization @ PyHug

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  NetworkX - python graphanalysis and visualization 2012/09/20 Jimmy Lai r97922028 [at] ntu.edu.tw
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  Installation • pip installnumpy • pip install matplotlib • pip install networkx NetworkX http://networkx.github.com/ 2
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  Tutorials • Stanford U.,CS224W, Social and Information Network Analysis – Course: http://www.stanford.edu/class/cs224w/ – Slides: http://www.stanford.edu/class/cs224w/nx_tutorial/nx_tutorial.pdf • U. Cambridge, CM542, Social and Technological Network Analysis – Course: http://www.cl.cam.ac.uk/~cm542/teaching/2011/stna2011.html – Slides: http://www.cl.cam.ac.uk/~cm542/teaching/2011/stna- pdfs/stna-lecture11.pdf NetworkX http://networkx.github.com/ 3
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  Demo • PTT八卦版 • 分析使用者的重要性 • Node: – PageRank – 使用者 – 文章 • Edge: – 使用者 --推--> 文章 – 使用者 --噓--> 文章 NetworkX http://networkx.github.com/ 4
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  NetworkX http://networkx.github.com/ 5
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  NetworkX http://networkx.github.com/ 6
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  Top users DreamYeh 0.00310173351497 incar0.00274399852138 tonyselina 0.00256215934766 tenderman 0.00200241377213 freewash 0.00189949431094 IEhacker 0.00171091474032 Maiar 0.00162013779898 bbbruce 0.00160444345986 ispy03532003 0.00140382201689 PacificBlue 0.00138277783666 herman602 0.00134605308113 spfd 0.00123863235122 flash0576 0.00122555809167 McRay 0.00120868349687 nightcatman 0.00119601538797 Su22 0.0011917242292 jesil 0.0011887974345 NetworkX http://networkx.github.com/ 7