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Re: [igraph] filter graph based on degree + x, y coordinates has node at


From: Tamás Nepusz
Subject: Re: [igraph] filter graph based on degree + x, y coordinates has node attributes
Date: Thu, 15 Nov 2012 16:24:01 +0100

Hi,

You did not mention whether you are working with igraph in C, R or Python so I 
can give you only some generic ideas:

> I want to filter a graph that I made. If a vertex has a degree 1 and is 
> connected to another vertex who has also got degree 1 -> delete both vertices 
> (and also the corresponding edge).
> 
> But if a vertex has a degree 1 and is connected to a vertex with degree > 1 
> do not delete the vertex.
1. Find all vertices with degree 1 and store their IDs in a list. (Use 
igraph_degree in C, degree() in R, Graph.degree() in Python)

2. Find all the edges connecting these vertices. (Use igraph_es_fromto in C, 
E(g)[vertices %--% vertices] in R, or Graph.es.select(_within=vertices) in 
Python.

3. Delete the selected edges. (Use igraph_delete_edges in C, delete.edges in R, 
or the delete() method of whatever was returned by Graph.es.select(...) in 
Python).

> Second,
> I want to layout the graph but I want to add the coordinates as attributes to 
> the nodes instead of plotting it as an image file. How to go about this? I 
> cannot find any examples.
The layout algorithms in igraph (e.g., layout.fruchterman.reingold in R) simply 
return a matrix. Just assign these to the vertices as attributes.

In R:

layout <- layout.fruchterman.reingold(g)
V(g)$x <- layout[,1]
V(g)$y <- layout[,2]

In Python:

layout = g.layout("fr")
g.vs["x"], g.vs["y"] = zip(*layout)

-- 
T.




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