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Add pedagogical notebook: PageRank with NetworkX (closes #13) - #159

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FatimaIsmailHere wants to merge 2 commits into
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FatimaIsmailHere:add-pagerank-notebook
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Add pedagogical notebook: PageRank with NetworkX (closes #13)#159
FatimaIsmailHere wants to merge 2 commits into
networkx:mainfrom
FatimaIsmailHere:add-pagerank-notebook

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@FatimaIsmailHere

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This notebook explains the PageRank algorithm using NetworkX.

It covers:

  • Intuition behind PageRank and the random surfer model
  • Graph construction and visualization
  • Computing and interpreting PageRank scores
  • Comparing with degree and betweenness centrality
  • Damping factor experiments
  • Real-world example using Zachary's Karate Club

Contributes to #13

@MridulS

MridulS commented Mar 11, 2026

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This reads too much as generated by an LLM and we already have an open PR #111 covering pagerank already.

@MridulS MridulS closed this Mar 11, 2026
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