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1.Referring to the attached document, draw an arbitrary graph of 10 nodes with varying degrees and perform the pagerank calculations as described from page 19 of the document.

2. Load the Karate club data and for Damping factor=0.1,0.3,0.5,0.7 and 0.9 plot the pagerank values. Fix the number of iterations.
(http://networkdata.ics.uci.edu/data/karate/karate.gml)

3. Download political blogs network. Find some of its basic properties. Run HITS algorithm and plot the results.
(http://networkdata.ics.uci.edu/data/polblogs/polblogs.gml)

Academic requirement:

  •  Edit the submissions in Latex and submit the print outs for evaluation 5. Install Anaconda 2 and program the solutions in Python, Networkx 6. Refer the book ”Social Networks Analysis for Startups” 

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