Using igraph, how to force curvature when arrows point in opposite directions

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悲&欢浪女
悲&欢浪女 2021-02-20 17:45

autocurve.edges does an amazing job of curving edges in igraph plots so that they don\'t overlap when they point in the same direction. However, when they point in opposite dir

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  • 2021-02-20 18:22

    I would use the edge.curved option with the same seq call that autocurve.edges uses.

    plot(graph,
         vertex.color="white", edge.curved=seq(-0.5, 0.5, length = ecount(graph)))
    

    enter image description here

    EDIT:

    As Étienne pointed out, this solution also curves edges for unique observations. The solution is then to modify the autocurve.edges function. This is my modified function called autocurve.edges2. Basically, it generates a vector, which curves only non-unique edges.

    autocurve.edges2 <-function (graph, start = 0.5)
    {
        cm <- count.multiple(graph)
        mut <-is.mutual(graph)  #are connections mutual?
        el <- apply(get.edgelist(graph, names = FALSE), 1, paste,
            collapse = ":")
        ord <- order(el)
        res <- numeric(length(ord))
        p <- 1
        while (p <= length(res)) {
            m <- cm[ord[p]]
            mut.obs <-mut[ord[p]] #are the connections mutual for this point?
            idx <- p:(p + m - 1)
            if (m == 1 & mut.obs==FALSE) { #no mutual conn = no curve
                r <- 0
            }
            else {
                r <- seq(-start, start, length = m)
            }
            res[ord[idx]] <- r
            p <- p + m
        }
        res
    }
    

    And here's the result when adding a single, non-mutual edge (C->D):

    library(igraph)
    d <- data.frame(start=c("a","a","b","c","c"),end=c("b","b","c","b","d"))
    graph <- graph.data.frame(d, directed=T)
    curves <-autocurve.edges2(graph)
    plot(graph, vertex.color="white", edge.curved=curves)
    

    enter image description here

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