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Network Data Science - Home
  • Welcome

Course logistics

  • Syllabus
  • Calendar
  • Mini-assignment
  • Final project

Resources

  • Python development
  • Online
  • Books
  • Datasets

Lectures

  • Welcome
  • What are networks?
  • Representing networks
  • Plotting networks
  • Connected components
  • Centrality measures
  • Random network models
  • Community detection
  • Network embedding
  • Graph matching
  • Embedding multiple networks
  • Ranking and flow

Examples

  • Plotting larger networks

Projects

  • South Florida Cypress Wetlands Trophic Networks
  • Spotify Million Playlists
  • Elliptic Cryptocurrency Transactions
  • Protein Interactomes in Staphylococcus Bacteria
  • Reddit links
  • Analyzing Airport Data
  • Yeast operons
  • London Train Network
  • Repository
  • Suggest edit
  • Open issue
  • .md

Books

Books#

  • Networks by Mark Newman

  • Atlas for the Aspiring Network Scientist

  • Hands-on Network Machine Learning with Scikit-Learn and Graspologic (book not yet finished)

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Datasets

By Benjamin D. Pedigo

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