GetFarnessCentr

GetFarnessCentr(Graph, NId, Normalized=True, IsDir=False)

Returns farness centrality of a given node NId in Graph. Farness centrality of a node is the average shortest path length to all other nodes that reside in the same connected component as the given node.

Parameters:

  • Graph: graph (input)

    A Snap.py graph or a network.

  • NId: int (input)

    A node id in Graph.

  • Normalized: bool (input)

    Output should be normalized (True) or not (False).

  • IsDir: bool (input)

    Indicates whether the edges should be considered directed (True) or undirected (False).

Return value:

  • float

    The farness centrality of the node NId in Graph.

The following example shows how to get the farness centrality for nodes in TNGraph, TUNGraph, and TNEANet:

import snap

Graph = snap.GenRndGnm(snap.PNGraph, 100, 1000)
for NI in Graph.Nodes():
    FarCentr = snap.GetFarnessCentr(Graph, NI.GetId())
    print "node: %d centrality: %f" % (NI.GetId(), FarCentr)

UGraph = snap.GenRndGnm(snap.PUNGraph, 100, 1000)
for NI in UGraph.Nodes():
    FarCentr = snap.GetFarnessCentr(UGraph, NI.GetId())
    print "node: %d centrality: %f" % (NI.GetId(), FarCentr)

Network = snap.GenRndGnm(snap.PNEANet, 100, 1000)
for NI in Network.Nodes():
    FarCentr = snap.GetFarnessCentr(Network, NI.GetId())
    print "node: %d centrality: %f" % (NI.GetId(), FarCentr)

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