Description of networks

  1. types of networks (ordinary, two-mode, multi-relational, temporal, collections and sequences) and their description
  2. additional data structures (vectors, partitions, permutations, hierarchies, …)
  3. libraries to work with networks (NetworkX, igraph, snap, NetworKit, …)
  4. data formats (pajek, json, graphML, …)
  5. existing network data bases; input and output routines
  6. special descriptions: molecules, GED, …; examples
  7. degrees, fitting, Erdos-Renyi networks, scale-free networks, Dunbar number, large networks
  8. try it yourself; summary
  • list of links
  • list/dictionary of lists/dictionaries of neighbors (isolated nodes, parallel links, weights, properties; topology, sorted) efficiency of operations, space requirements/consumption
  • multi-relational (multiplex), two-mode, temporal
  • operations: fis - first in second table - union, intersection

Example: 5 people communication events

notes/py/pynet/description_of_networks.txt · Last modified: 2016/06/04 17:28 by vlado
 
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