plot.linkcomm: The 'linkcomm' Plotting Function

Description Usage Arguments Details Value Author(s) References See Also Examples

View source: R/linkcomm_plotting.R

Description

This function plots various different linkcomm graphs.

Usage

1
2
## S3 method for class 'linkcomm'
plot(x, type = "", ...)

Arguments

x

An object of class linkcomm.

type

A character string specifying the type of plot. Can be one of "summary", "members", "graph", "commsumm", and "dend". See Details below.

...

Additional arguments to be passed to plot.

Details

"summary" plots the dendrogram and partition density plot side-by-side;
"members" plots a community membership matrix;
"graph" plots a graph layout of the network with coloured link communities;
"commsumm" plots a bar graph or pie chart summarising community modularity or connectedness for each community;
"dend" plots a dendrogram with coloured link communities.

See the individual plotting functions for details of arguments that can be passed to plot.linkcomm: plotLinkCommSumm, plotLinkCommMembers, plotLinkCommGraph, plotLinkCommSummComm, and plotLinkCommDend.

Value

Plots to the current device.

Author(s)

Alex T. Kalinka alex.t.kalinka@gmail.com

References

Kalinka, A.T. and Tomancak, P. (2011). linkcomm: an R package for the generation, visualization, and analysis of link communities in networks of arbitrary size and type. Bioinformatics 27, 2011-2012.

See Also

plotLinkCommSumm, plotLinkCommMembers, plotLinkCommGraph, plotLinkCommSummComm, plotLinkCommDend

Examples

1
2
3
4
5
6
## Generate graph and extract link communities.
g <- swiss[,3:4]
lc <- getLinkCommunities(g)

## Plot a graph of link communities.
plot(lc, type = "graph")

Example output

Loading required package: igraph

Attaching package: 'igraph'

The following objects are masked from 'package:stats':

    decompose, spectrum

The following object is masked from 'package:base':

    union

Loading required package: RColorBrewer

Welcome to linkcomm version 1.0-11

For a step-by-step guide to using linkcomm functions:
   > vignette(topic = "linkcomm", package = "linkcomm")
To run an interactive demo:
   > demo(topic = "linkcomm", package = "linkcomm")
To cite, see:
   > citation("linkcomm")
NOTE: To use linkcomm, you require read and write permissions in the current directory (see: help("getwd"), help("setwd"))


   Checking for loops and duplicate edges... 0.000%
   Checking for loops and duplicate edges... 2.174%
   Checking for loops and duplicate edges... 4.348%
   Checking for loops and duplicate edges... 6.522%
   Checking for loops and duplicate edges... 8.696%
   Checking for loops and duplicate edges... 10.870%
   Checking for loops and duplicate edges... 13.043%
   Checking for loops and duplicate edges... 15.217%
   Checking for loops and duplicate edges... 17.391%
   Checking for loops and duplicate edges... 19.565%
   Checking for loops and duplicate edges... 21.739%
   Checking for loops and duplicate edges... 23.913%
   Checking for loops and duplicate edges... 26.087%
   Checking for loops and duplicate edges... 28.261%
   Checking for loops and duplicate edges... 30.435%
   Checking for loops and duplicate edges... 32.609%
   Checking for loops and duplicate edges... 34.783%
   Checking for loops and duplicate edges... 36.957%
   Checking for loops and duplicate edges... 39.130%
   Checking for loops and duplicate edges... 41.304%
   Checking for loops and duplicate edges... 43.478%
   Checking for loops and duplicate edges... 45.652%
   Checking for loops and duplicate edges... 47.826%
   Checking for loops and duplicate edges... 50.000%
   Checking for loops and duplicate edges... 52.174%
   Checking for loops and duplicate edges... 54.348%
   Checking for loops and duplicate edges... 56.522%
   Checking for loops and duplicate edges... 58.696%
   Checking for loops and duplicate edges... 60.870%
   Checking for loops and duplicate edges... 63.043%
   Checking for loops and duplicate edges... 65.217%
   Checking for loops and duplicate edges... 67.391%
   Checking for loops and duplicate edges... 69.565%
   Checking for loops and duplicate edges... 71.739%
   Checking for loops and duplicate edges... 73.913%
   Checking for loops and duplicate edges... 76.087%
   Checking for loops and duplicate edges... 78.261%
   Checking for loops and duplicate edges... 80.435%
   Checking for loops and duplicate edges... 82.609%
   Checking for loops and duplicate edges... 84.783%
   Checking for loops and duplicate edges... 86.957%
   Checking for loops and duplicate edges... 89.130%
   Checking for loops and duplicate edges... 91.304%
   Checking for loops and duplicate edges... 93.478%
   Checking for loops and duplicate edges... 95.652%
   Checking for loops and duplicate edges... 97.826%
   Checking for loops and duplicate edges... 100.000%
   Found and removed 4 loop(s)
   Found and removed 2 duplicate edge(s)

   Calculating edge similarities for 41 edges... 0.00%
   Calculating edge similarities for 41 edges... 2.56%
   Calculating edge similarities for 41 edges... 5.13%
   Calculating edge similarities for 41 edges... 7.69%
   Calculating edge similarities for 41 edges... 10.26%
   Calculating edge similarities for 41 edges... 12.82%
   Calculating edge similarities for 41 edges... 15.38%
   Calculating edge similarities for 41 edges... 17.95%
   Calculating edge similarities for 41 edges... 20.51%
   Calculating edge similarities for 41 edges... 23.08%
   Calculating edge similarities for 41 edges... 25.64%
   Calculating edge similarities for 41 edges... 28.21%
   Calculating edge similarities for 41 edges... 30.77%
   Calculating edge similarities for 41 edges... 33.33%
   Calculating edge similarities for 41 edges... 35.90%
   Calculating edge similarities for 41 edges... 38.46%
   Calculating edge similarities for 41 edges... 41.03%
   Calculating edge similarities for 41 edges... 43.59%
   Calculating edge similarities for 41 edges... 46.15%
   Calculating edge similarities for 41 edges... 48.72%
   Calculating edge similarities for 41 edges... 51.28%
   Calculating edge similarities for 41 edges... 53.85%
   Calculating edge similarities for 41 edges... 56.41%
   Calculating edge similarities for 41 edges... 58.97%
   Calculating edge similarities for 41 edges... 61.54%
   Calculating edge similarities for 41 edges... 64.10%
   Calculating edge similarities for 41 edges... 66.67%
   Calculating edge similarities for 41 edges... 69.23%
   Calculating edge similarities for 41 edges... 71.79%
   Calculating edge similarities for 41 edges... 74.36%
   Calculating edge similarities for 41 edges... 76.92%
   Calculating edge similarities for 41 edges... 79.49%
   Calculating edge similarities for 41 edges... 82.05%
   Calculating edge similarities for 41 edges... 84.62%
   Calculating edge similarities for 41 edges... 87.18%
   Calculating edge similarities for 41 edges... 89.74%
   Calculating edge similarities for 41 edges... 92.31%
   Calculating edge similarities for 41 edges... 94.87%
   Calculating edge similarities for 41 edges... 97.44%
   Calculating edge similarities for 41 edges... 100.00%
   Hierarchical clustering of edges...

   Calculating link densities... 0.00%
   Calculating link densities... 2.56%
   Calculating link densities... 5.13%
   Calculating link densities... 7.69%
   Calculating link densities... 10.26%
   Calculating link densities... 12.82%
   Calculating link densities... 15.38%
   Calculating link densities... 17.95%
   Calculating link densities... 20.51%
   Calculating link densities... 23.08%
   Calculating link densities... 25.64%
   Calculating link densities... 28.21%
   Calculating link densities... 30.77%
   Calculating link densities... 33.33%
   Calculating link densities... 35.90%
   Calculating link densities... 38.46%
   Calculating link densities... 41.03%
   Calculating link densities... 43.59%
   Calculating link densities... 46.15%
   Calculating link densities... 48.72%
   Calculating link densities... 51.28%
   Calculating link densities... 53.85%
   Calculating link densities... 56.41%
   Calculating link densities... 58.97%
   Calculating link densities... 61.54%
   Calculating link densities... 64.10%
   Calculating link densities... 66.67%
   Calculating link densities... 69.23%
   Calculating link densities... 71.79%
   Calculating link densities... 74.36%
   Calculating link densities... 76.92%
   Calculating link densities... 79.49%
   Calculating link densities... 82.05%
   Calculating link densities... 84.62%
   Calculating link densities... 87.18%
   Calculating link densities... 89.74%
   Calculating link densities... 92.31%
   Calculating link densities... 94.87%
   Calculating link densities... 97.44%
   Calculating link densities... 100.00%
   Maximum partition density =  0.2601626 
   Finishing up...1/4... 12% 
   Finishing up...1/4... 25% 
   Finishing up...1/4... 37% 
   Finishing up...1/4... 50% 
   Finishing up...1/4... 62% 
   Finishing up...1/4... 75% 
   Finishing up...1/4... 87% 
   Finishing up...1/4... 100% 
   Finishing up...2/4... 12% 
   Finishing up...2/4... 25% 
   Finishing up...2/4... 37% 
   Finishing up...2/4... 50% 
   Finishing up...2/4... 62% 
   Finishing up...2/4... 75% 
   Finishing up...2/4... 87% 
   Finishing up...2/4... 100% 
   Finishing up...3/4... 12% 
   Finishing up...3/4... 25% 
   Finishing up...3/4... 37% 
   Finishing up...3/4... 50% 
   Finishing up...3/4... 62% 
   Finishing up...3/4... 75% 
   Finishing up...3/4... 87% 
   Finishing up...3/4... 100% 

   Finishing up...4/4... 0.00%
   Finishing up...4/4... 4.76%
   Finishing up...4/4... 9.52%
   Finishing up...4/4... 14.29%
   Finishing up...4/4... 19.05%
   Finishing up...4/4... 23.81%
   Finishing up...4/4... 28.57%
   Finishing up...4/4... 33.33%
   Finishing up...4/4... 38.10%
   Finishing up...4/4... 42.86%
   Finishing up...4/4... 47.62%
   Finishing up...4/4... 52.38%
   Finishing up...4/4... 57.14%
   Finishing up...4/4... 61.90%
   Finishing up...4/4... 66.67%
   Finishing up...4/4... 71.43%
   Finishing up...4/4... 76.19%
   Finishing up...4/4... 80.95%
   Finishing up...4/4... 85.71%
   Finishing up...4/4... 90.48%
   Finishing up...4/4... 95.24%
   Finishing up...4/4... 100.00%
   Plotting...
   Colouring dendrogram... 1% 
   Colouring dendrogram... 2% 
   Colouring dendrogram... 3% 
   Colouring dendrogram... 4% 
   Colouring dendrogram... 6% 
   Colouring dendrogram... 7% 
   Colouring dendrogram... 8% 
   Colouring dendrogram... 9% 
   Colouring dendrogram... 11% 
   Colouring dendrogram... 12% 
   Colouring dendrogram... 13% 
   Colouring dendrogram... 14% 
   Colouring dendrogram... 16% 
   Colouring dendrogram... 17% 
   Colouring dendrogram... 18% 
   Colouring dendrogram... 19% 
   Colouring dendrogram... 20% 
   Colouring dendrogram... 22% 
   Colouring dendrogram... 23% 
   Colouring dendrogram... 24% 
   Colouring dendrogram... 25% 
   Colouring dendrogram... 27% 
   Colouring dendrogram... 28% 
   Colouring dendrogram... 29% 
   Colouring dendrogram... 30% 
   Colouring dendrogram... 32% 
   Colouring dendrogram... 33% 
   Colouring dendrogram... 34% 
   Colouring dendrogram... 35% 
   Colouring dendrogram... 37% 
   Colouring dendrogram... 38% 
   Colouring dendrogram... 39% 
   Colouring dendrogram... 40% 
   Colouring dendrogram... 41% 
   Colouring dendrogram... 43% 
   Colouring dendrogram... 44% 
   Colouring dendrogram... 45% 
   Colouring dendrogram... 46% 
   Colouring dendrogram... 48% 
   Colouring dendrogram... 49% 
   Colouring dendrogram... 50% 
   Colouring dendrogram... 51% 
   Colouring dendrogram... 53% 
   Colouring dendrogram... 54% 
   Colouring dendrogram... 55% 
   Colouring dendrogram... 56% 
   Colouring dendrogram... 58% 
   Colouring dendrogram... 59% 
   Colouring dendrogram... 60% 
   Colouring dendrogram... 61% 
   Colouring dendrogram... 62% 
   Colouring dendrogram... 64% 
   Colouring dendrogram... 65% 
   Colouring dendrogram... 66% 
   Colouring dendrogram... 67% 
   Colouring dendrogram... 69% 
   Colouring dendrogram... 70% 
   Colouring dendrogram... 71% 
   Colouring dendrogram... 72% 
   Colouring dendrogram... 74% 
   Colouring dendrogram... 75% 
   Colouring dendrogram... 76% 
   Colouring dendrogram... 77% 
   Colouring dendrogram... 79% 
   Colouring dendrogram... 80% 
   Colouring dendrogram... 81% 
   Colouring dendrogram... 82% 
   Colouring dendrogram... 83% 
   Colouring dendrogram... 85% 
   Colouring dendrogram... 86% 
   Colouring dendrogram... 87% 
   Colouring dendrogram... 88% 
   Colouring dendrogram... 90% 
   Colouring dendrogram... 91% 
   Colouring dendrogram... 92% 
   Colouring dendrogram... 93% 
   Colouring dendrogram... 95% 
   Colouring dendrogram... 96% 
   Colouring dendrogram... 97% 
   Colouring dendrogram... 98% 
   Colouring dendrogram... 100% 
   Getting node community edge density...4%
   Getting node community edge density...9%
   Getting node community edge density...13%
   Getting node community edge density...18%
   Getting node community edge density...22%
   Getting node community edge density...27%
   Getting node community edge density...31%
   Getting node community edge density...36%
   Getting node community edge density...40%
   Getting node community edge density...45%
   Getting node community edge density...50%
   Getting node community edge density...54%
   Getting node community edge density...59%
   Getting node community edge density...63%
   Getting node community edge density...68%
   Getting node community edge density...72%
   Getting node community edge density...77%
   Getting node community edge density...81%
   Getting node community edge density...86%
   Getting node community edge density...90%
   Getting node community edge density...95%
   Getting node community edge density...100%
   Getting node layout...
   Constructing node pies...4%
   Constructing node pies...9%
   Constructing node pies...13%
   Constructing node pies...18%
   Constructing node pies...22%
   Constructing node pies...27%
   Constructing node pies...31%
   Constructing node pies...36%
   Constructing node pies...40%
   Constructing node pies...45%
   Constructing node pies...50%
   Constructing node pies...54%
   Constructing node pies...59%
   Constructing node pies...63%
   Constructing node pies...68%
   Constructing node pies...72%
   Constructing node pies...77%
   Constructing node pies...81%
   Constructing node pies...86%
   Constructing node pies...90%
   Constructing node pies...95%
   Constructing node pies...100%

linkcomm documentation built on Feb. 4, 2021, 5:05 p.m.