Apply cluster analysis to build variable groups

This function generates variables groups of relation information that was obtained by var.relations applying linkcomm::getLinkCommunities().

Usage

build.clusters(rel, hcmethod = "ward.D")

Arguments

rel

a list containing variables, surr.res, threshold, and var. This is the output of var.relations().

hcmethod

the hierarchical clustering method that is used. (see linkcomm::getLinkCommunities())

Value

a data frame containing the variable names and their associated clusters.

Examples

# read data
data("SMD_example_data")

# \donttest{
# get trees and variable names
x <- SMD_example_data[, 2:ncol(SMD_example_data)]
y <- SMD_example_data[, 1]
allvariables <- colnames(x) # extract variables names
nvar <- length(allvariables) # count number of variables
set.seed(42)
RF <- ranger::ranger(
  data = SMD_example_data,
  dependent.variable.name = "y",
  num.trees = 10,
  keep.inbag = TRUE,
  mtry = floor(nvar^(3 / 4)),
  min.node.size = 1,
  num.threads = 1
)
trees <- getTreeranger(RF = RF, num.trees = 10)
trees.lay <- addLayer(trees)
trees.surr <- addSurrogates(RF = RF, trees = trees.lay, s = 10, Xdata = x, num.threads = 1)

# investigate variable relations
rel <- var.relations(
  forest = list(trees = trees.surr, allvariables = allvariables),
  variables = allvariables,
  candidates = allvariables,
  t = 10,
  num.threads = 1
)
groups <- build.clusters(rel)
#> 
   Checking for loops and duplicate edges... 0.000%
   Checking for loops and duplicate edges... 0.106%
   Checking for loops and duplicate edges... 0.212%
   Checking for loops and duplicate edges... 0.318%
   Checking for loops and duplicate edges... 0.424%
   Checking for loops and duplicate edges... 0.530%
   Checking for loops and duplicate edges... 0.636%
   Checking for loops and duplicate edges... 0.742%
   Checking for loops and duplicate edges... 0.848%
   Checking for loops and duplicate edges... 0.954%
   Checking for loops and duplicate edges... 1.060%
   Checking for loops and duplicate edges... 1.166%
   Checking for loops and duplicate edges... 1.273%
   Checking for loops and duplicate edges... 1.379%
   Checking for loops and duplicate edges... 1.485%
   Checking for loops and duplicate edges... 1.591%
   Checking for loops and duplicate edges... 1.697%
   Checking for loops and duplicate edges... 1.803%
   Checking for loops and duplicate edges... 1.909%
   Checking for loops and duplicate edges... 2.015%
   Checking for loops and duplicate edges... 2.121%
   Checking for loops and duplicate edges... 2.227%
   Checking for loops and duplicate edges... 2.333%
   Checking for loops and duplicate edges... 2.439%
   Checking for loops and duplicate edges... 2.545%
   Checking for loops and duplicate edges... 2.651%
   Checking for loops and duplicate edges... 2.757%
   Checking for loops and duplicate edges... 2.863%
   Checking for loops and duplicate edges... 2.969%
   Checking for loops and duplicate edges... 3.075%
   Checking for loops and duplicate edges... 3.181%
   Checking for loops and duplicate edges... 3.287%
   Checking for loops and duplicate edges... 3.393%
   Checking for loops and duplicate edges... 3.499%
   Checking for loops and duplicate edges... 3.606%
   Checking for loops and duplicate edges... 3.712%
   Checking for loops and duplicate edges... 3.818%
   Checking for loops and duplicate edges... 3.924%
   Checking for loops and duplicate edges... 4.030%
   Checking for loops and duplicate edges... 4.136%
   Checking for loops and duplicate edges... 4.242%
   Checking for loops and duplicate edges... 4.348%
   Checking for loops and duplicate edges... 4.454%
   Checking for loops and duplicate edges... 4.560%
   Checking for loops and duplicate edges... 4.666%
   Checking for loops and duplicate edges... 4.772%
   Checking for loops and duplicate edges... 4.878%
   Checking for loops and duplicate edges... 4.984%
   Checking for loops and duplicate edges... 5.090%
   Checking for loops and duplicate edges... 5.196%
   Checking for loops and duplicate edges... 5.302%
   Checking for loops and duplicate edges... 5.408%
   Checking for loops and duplicate edges... 5.514%
   Checking for loops and duplicate edges... 5.620%
   Checking for loops and duplicate edges... 5.726%
   Checking for loops and duplicate edges... 5.832%
   Checking for loops and duplicate edges... 5.938%
   Checking for loops and duplicate edges... 6.045%
   Checking for loops and duplicate edges... 6.151%
   Checking for loops and duplicate edges... 6.257%
   Checking for loops and duplicate edges... 6.363%
   Checking for loops and duplicate edges... 6.469%
   Checking for loops and duplicate edges... 6.575%
   Checking for loops and duplicate edges... 6.681%
   Checking for loops and duplicate edges... 6.787%
   Checking for loops and duplicate edges... 6.893%
   Checking for loops and duplicate edges... 6.999%
   Checking for loops and duplicate edges... 7.105%
   Checking for loops and duplicate edges... 7.211%
   Checking for loops and duplicate edges... 7.317%
   Checking for loops and duplicate edges... 7.423%
   Checking for loops and duplicate edges... 7.529%
   Checking for loops and duplicate edges... 7.635%
   Checking for loops and duplicate edges... 7.741%
   Checking for loops and duplicate edges... 7.847%
   Checking for loops and duplicate edges... 7.953%
   Checking for loops and duplicate edges... 8.059%
   Checking for loops and duplicate edges... 8.165%
   Checking for loops and duplicate edges... 8.271%
   Checking for loops and duplicate edges... 8.378%
   Checking for loops and duplicate edges... 8.484%
   Checking for loops and duplicate edges... 8.590%
   Checking for loops and duplicate edges... 8.696%
   Checking for loops and duplicate edges... 8.802%
   Checking for loops and duplicate edges... 8.908%
   Checking for loops and duplicate edges... 9.014%
   Checking for loops and duplicate edges... 9.120%
   Checking for loops and duplicate edges... 9.226%
   Checking for loops and duplicate edges... 9.332%
   Checking for loops and duplicate edges... 9.438%
   Checking for loops and duplicate edges... 9.544%
   Checking for loops and duplicate edges... 9.650%
   Checking for loops and duplicate edges... 9.756%
   Checking for loops and duplicate edges... 9.862%
   Checking for loops and duplicate edges... 9.968%
   Checking for loops and duplicate edges... 10.074%
   Checking for loops and duplicate edges... 10.180%
   Checking for loops and duplicate edges... 10.286%
   Checking for loops and duplicate edges... 10.392%
   Checking for loops and duplicate edges... 10.498%
   Checking for loops and duplicate edges... 10.604%
   Checking for loops and duplicate edges... 10.710%
   Checking for loops and duplicate edges... 10.817%
   Checking for loops and duplicate edges... 10.923%
   Checking for loops and duplicate edges... 11.029%
   Checking for loops and duplicate edges... 11.135%
   Checking for loops and duplicate edges... 11.241%
   Checking for loops and duplicate edges... 11.347%
   Checking for loops and duplicate edges... 11.453%
   Checking for loops and duplicate edges... 11.559%
   Checking for loops and duplicate edges... 11.665%
   Checking for loops and duplicate edges... 11.771%
   Checking for loops and duplicate edges... 11.877%
   Checking for loops and duplicate edges... 11.983%
   Checking for loops and duplicate edges... 12.089%
   Checking for loops and duplicate edges... 12.195%
   Checking for loops and duplicate edges... 12.301%
   Checking for loops and duplicate edges... 12.407%
   Checking for loops and duplicate edges... 12.513%
   Checking for loops and duplicate edges... 12.619%
   Checking for loops and duplicate edges... 12.725%
   Checking for loops and duplicate edges... 12.831%
   Checking for loops and duplicate edges... 12.937%
   Checking for loops and duplicate edges... 13.043%
   Checking for loops and duplicate edges... 13.150%
   Checking for loops and duplicate edges... 13.256%
   Checking for loops and duplicate edges... 13.362%
   Checking for loops and duplicate edges... 13.468%
   Checking for loops and duplicate edges... 13.574%
   Checking for loops and duplicate edges... 13.680%
   Checking for loops and duplicate edges... 13.786%
   Checking for loops and duplicate edges... 13.892%
   Checking for loops and duplicate edges... 13.998%
   Checking for loops and duplicate edges... 14.104%
   Checking for loops and duplicate edges... 14.210%
   Checking for loops and duplicate edges... 14.316%
   Checking for loops and duplicate edges... 14.422%
   Checking for loops and duplicate edges... 14.528%
   Checking for loops and duplicate edges... 14.634%
   Checking for loops and duplicate edges... 14.740%
   Checking for loops and duplicate edges... 14.846%
   Checking for loops and duplicate edges... 14.952%
   Checking for loops and duplicate edges... 15.058%
   Checking for loops and duplicate edges... 15.164%
   Checking for loops and duplicate edges... 15.270%
   Checking for loops and duplicate edges... 15.376%
   Checking for loops and duplicate edges... 15.483%
   Checking for loops and duplicate edges... 15.589%
   Checking for loops and duplicate edges... 15.695%
   Checking for loops and duplicate edges... 15.801%
   Checking for loops and duplicate edges... 15.907%
   Checking for loops and duplicate edges... 16.013%
   Checking for loops and duplicate edges... 16.119%
   Checking for loops and duplicate edges... 16.225%
   Checking for loops and duplicate edges... 16.331%
   Checking for loops and duplicate edges... 16.437%
   Checking for loops and duplicate edges... 16.543%
   Checking for loops and duplicate edges... 16.649%
   Checking for loops and duplicate edges... 16.755%
   Checking for loops and duplicate edges... 16.861%
   Checking for loops and duplicate edges... 16.967%
   Checking for loops and duplicate edges... 17.073%
   Checking for loops and duplicate edges... 17.179%
   Checking for loops and duplicate edges... 17.285%
   Checking for loops and duplicate edges... 17.391%
   Checking for loops and duplicate edges... 17.497%
   Checking for loops and duplicate edges... 17.603%
   Checking for loops and duplicate edges... 17.709%
   Checking for loops and duplicate edges... 17.815%
   Checking for loops and duplicate edges... 17.922%
   Checking for loops and duplicate edges... 18.028%
   Checking for loops and duplicate edges... 18.134%
   Checking for loops and duplicate edges... 18.240%
   Checking for loops and duplicate edges... 18.346%
   Checking for loops and duplicate edges... 18.452%
   Checking for loops and duplicate edges... 18.558%
   Checking for loops and duplicate edges... 18.664%
   Checking for loops and duplicate edges... 18.770%
   Checking for loops and duplicate edges... 18.876%
   Checking for loops and duplicate edges... 18.982%
   Checking for loops and duplicate edges... 19.088%
   Checking for loops and duplicate edges... 19.194%
   Checking for loops and duplicate edges... 19.300%
   Checking for loops and duplicate edges... 19.406%
   Checking for loops and duplicate edges... 19.512%
   Checking for loops and duplicate edges... 19.618%
   Checking for loops and duplicate edges... 19.724%
   Checking for loops and duplicate edges... 19.830%
   Checking for loops and duplicate edges... 19.936%
   Checking for loops and duplicate edges... 20.042%
   Checking for loops and duplicate edges... 20.148%
   Checking for loops and duplicate edges... 20.255%
   Checking for loops and duplicate edges... 20.361%
   Checking for loops and duplicate edges... 20.467%
   Checking for loops and duplicate edges... 20.573%
   Checking for loops and duplicate edges... 20.679%
   Checking for loops and duplicate edges... 20.785%
   Checking for loops and duplicate edges... 20.891%
   Checking for loops and duplicate edges... 20.997%
   Checking for loops and duplicate edges... 21.103%
   Checking for loops and duplicate edges... 21.209%
   Checking for loops and duplicate edges... 21.315%
   Checking for loops and duplicate edges... 21.421%
   Checking for loops and duplicate edges... 21.527%
   Checking for loops and duplicate edges... 21.633%
   Checking for loops and duplicate edges... 21.739%
   Checking for loops and duplicate edges... 21.845%
   Checking for loops and duplicate edges... 21.951%
   Checking for loops and duplicate edges... 22.057%
   Checking for loops and duplicate edges... 22.163%
   Checking for loops and duplicate edges... 22.269%
   Checking for loops and duplicate edges... 22.375%
   Checking for loops and duplicate edges... 22.481%
   Checking for loops and duplicate edges... 22.587%
   Checking for loops and duplicate edges... 22.694%
   Checking for loops and duplicate edges... 22.800%
   Checking for loops and duplicate edges... 22.906%
   Checking for loops and duplicate edges... 23.012%
   Checking for loops and duplicate edges... 23.118%
   Checking for loops and duplicate edges... 23.224%
   Checking for loops and duplicate edges... 23.330%
   Checking for loops and duplicate edges... 23.436%
   Checking for loops and duplicate edges... 23.542%
   Checking for loops and duplicate edges... 23.648%
   Checking for loops and duplicate edges... 23.754%
   Checking for loops and duplicate edges... 23.860%
   Checking for loops and duplicate edges... 23.966%
   Checking for loops and duplicate edges... 24.072%
   Checking for loops and duplicate edges... 24.178%
   Checking for loops and duplicate edges... 24.284%
   Checking for loops and duplicate edges... 24.390%
   Checking for loops and duplicate edges... 24.496%
   Checking for loops and duplicate edges... 24.602%
   Checking for loops and duplicate edges... 24.708%
   Checking for loops and duplicate edges... 24.814%
   Checking for loops and duplicate edges... 24.920%
   Checking for loops and duplicate edges... 25.027%
   Checking for loops and duplicate edges... 25.133%
   Checking for loops and duplicate edges... 25.239%
   Checking for loops and duplicate edges... 25.345%
   Checking for loops and duplicate edges... 25.451%
   Checking for loops and duplicate edges... 25.557%
   Checking for loops and duplicate edges... 25.663%
   Checking for loops and duplicate edges... 25.769%
   Checking for loops and duplicate edges... 25.875%
   Checking for loops and duplicate edges... 25.981%
   Checking for loops and duplicate edges... 26.087%
   Checking for loops and duplicate edges... 26.193%
   Checking for loops and duplicate edges... 26.299%
   Checking for loops and duplicate edges... 26.405%
   Checking for loops and duplicate edges... 26.511%
   Checking for loops and duplicate edges... 26.617%
   Checking for loops and duplicate edges... 26.723%
   Checking for loops and duplicate edges... 26.829%
   Checking for loops and duplicate edges... 26.935%
   Checking for loops and duplicate edges... 27.041%
   Checking for loops and duplicate edges... 27.147%
   Checking for loops and duplicate edges... 27.253%
   Checking for loops and duplicate edges... 27.359%
   Checking for loops and duplicate edges... 27.466%
   Checking for loops and duplicate edges... 27.572%
   Checking for loops and duplicate edges... 27.678%
   Checking for loops and duplicate edges... 27.784%
   Checking for loops and duplicate edges... 27.890%
   Checking for loops and duplicate edges... 27.996%
   Checking for loops and duplicate edges... 28.102%
   Checking for loops and duplicate edges... 28.208%
   Checking for loops and duplicate edges... 28.314%
   Checking for loops and duplicate edges... 28.420%
   Checking for loops and duplicate edges... 28.526%
   Checking for loops and duplicate edges... 28.632%
   Checking for loops and duplicate edges... 28.738%
   Checking for loops and duplicate edges... 28.844%
   Checking for loops and duplicate edges... 28.950%
   Checking for loops and duplicate edges... 29.056%
   Checking for loops and duplicate edges... 29.162%
   Checking for loops and duplicate edges... 29.268%
   Checking for loops and duplicate edges... 29.374%
   Checking for loops and duplicate edges... 29.480%
   Checking for loops and duplicate edges... 29.586%
   Checking for loops and duplicate edges... 29.692%
   Checking for loops and duplicate edges... 29.799%
   Checking for loops and duplicate edges... 29.905%
   Checking for loops and duplicate edges... 30.011%
   Checking for loops and duplicate edges... 30.117%
   Checking for loops and duplicate edges... 30.223%
   Checking for loops and duplicate edges... 30.329%
   Checking for loops and duplicate edges... 30.435%
   Checking for loops and duplicate edges... 30.541%
   Checking for loops and duplicate edges... 30.647%
   Checking for loops and duplicate edges... 30.753%
   Checking for loops and duplicate edges... 30.859%
   Checking for loops and duplicate edges... 30.965%
   Checking for loops and duplicate edges... 31.071%
   Checking for loops and duplicate edges... 31.177%
   Checking for loops and duplicate edges... 31.283%
   Checking for loops and duplicate edges... 31.389%
   Checking for loops and duplicate edges... 31.495%
   Checking for loops and duplicate edges... 31.601%
   Checking for loops and duplicate edges... 31.707%
   Checking for loops and duplicate edges... 31.813%
   Checking for loops and duplicate edges... 31.919%
   Checking for loops and duplicate edges... 32.025%
   Checking for loops and duplicate edges... 32.131%
   Checking for loops and duplicate edges... 32.238%
   Checking for loops and duplicate edges... 32.344%
   Checking for loops and duplicate edges... 32.450%
   Checking for loops and duplicate edges... 32.556%
   Checking for loops and duplicate edges... 32.662%
   Checking for loops and duplicate edges... 32.768%
   Checking for loops and duplicate edges... 32.874%
   Checking for loops and duplicate edges... 32.980%
   Checking for loops and duplicate edges... 33.086%
   Checking for loops and duplicate edges... 33.192%
   Checking for loops and duplicate edges... 33.298%
   Checking for loops and duplicate edges... 33.404%
   Checking for loops and duplicate edges... 33.510%
   Checking for loops and duplicate edges... 33.616%
   Checking for loops and duplicate edges... 33.722%
   Checking for loops and duplicate edges... 33.828%
   Checking for loops and duplicate edges... 33.934%
   Checking for loops and duplicate edges... 34.040%
   Checking for loops and duplicate edges... 34.146%
   Checking for loops and duplicate edges... 34.252%
   Checking for loops and duplicate edges... 34.358%
   Checking for loops and duplicate edges... 34.464%
   Checking for loops and duplicate edges... 34.571%
   Checking for loops and duplicate edges... 34.677%
   Checking for loops and duplicate edges... 34.783%
   Checking for loops and duplicate edges... 34.889%
   Checking for loops and duplicate edges... 34.995%
   Checking for loops and duplicate edges... 35.101%
   Checking for loops and duplicate edges... 35.207%
   Checking for loops and duplicate edges... 35.313%
   Checking for loops and duplicate edges... 35.419%
   Checking for loops and duplicate edges... 35.525%
   Checking for loops and duplicate edges... 35.631%
   Checking for loops and duplicate edges... 35.737%
   Checking for loops and duplicate edges... 35.843%
   Checking for loops and duplicate edges... 35.949%
   Checking for loops and duplicate edges... 36.055%
   Checking for loops and duplicate edges... 36.161%
   Checking for loops and duplicate edges... 36.267%
   Checking for loops and duplicate edges... 36.373%
   Checking for loops and duplicate edges... 36.479%
   Checking for loops and duplicate edges... 36.585%
   Checking for loops and duplicate edges... 36.691%
   Checking for loops and duplicate edges... 36.797%
   Checking for loops and duplicate edges... 36.903%
   Checking for loops and duplicate edges... 37.010%
   Checking for loops and duplicate edges... 37.116%
   Checking for loops and duplicate edges... 37.222%
   Checking for loops and duplicate edges... 37.328%
   Checking for loops and duplicate edges... 37.434%
   Checking for loops and duplicate edges... 37.540%
   Checking for loops and duplicate edges... 37.646%
   Checking for loops and duplicate edges... 37.752%
   Checking for loops and duplicate edges... 37.858%
   Checking for loops and duplicate edges... 37.964%
   Checking for loops and duplicate edges... 38.070%
   Checking for loops and duplicate edges... 38.176%
   Checking for loops and duplicate edges... 38.282%
   Checking for loops and duplicate edges... 38.388%
   Checking for loops and duplicate edges... 38.494%
   Checking for loops and duplicate edges... 38.600%
   Checking for loops and duplicate edges... 38.706%
   Checking for loops and duplicate edges... 38.812%
   Checking for loops and duplicate edges... 38.918%
   Checking for loops and duplicate edges... 39.024%
   Checking for loops and duplicate edges... 39.130%
   Checking for loops and duplicate edges... 39.236%
   Checking for loops and duplicate edges... 39.343%
   Checking for loops and duplicate edges... 39.449%
   Checking for loops and duplicate edges... 39.555%
   Checking for loops and duplicate edges... 39.661%
   Checking for loops and duplicate edges... 39.767%
   Checking for loops and duplicate edges... 39.873%
   Checking for loops and duplicate edges... 39.979%
   Checking for loops and duplicate edges... 40.085%
   Checking for loops and duplicate edges... 40.191%
   Checking for loops and duplicate edges... 40.297%
   Checking for loops and duplicate edges... 40.403%
   Checking for loops and duplicate edges... 40.509%
   Checking for loops and duplicate edges... 40.615%
   Checking for loops and duplicate edges... 40.721%
   Checking for loops and duplicate edges... 40.827%
   Checking for loops and duplicate edges... 40.933%
   Checking for loops and duplicate edges... 41.039%
   Checking for loops and duplicate edges... 41.145%
   Checking for loops and duplicate edges... 41.251%
   Checking for loops and duplicate edges... 41.357%
   Checking for loops and duplicate edges... 41.463%
   Checking for loops and duplicate edges... 41.569%
   Checking for loops and duplicate edges... 41.676%
   Checking for loops and duplicate edges... 41.782%
   Checking for loops and duplicate edges... 41.888%
   Checking for loops and duplicate edges... 41.994%
   Checking for loops and duplicate edges... 42.100%
   Checking for loops and duplicate edges... 42.206%
   Checking for loops and duplicate edges... 42.312%
   Checking for loops and duplicate edges... 42.418%
   Checking for loops and duplicate edges... 42.524%
   Checking for loops and duplicate edges... 42.630%
   Checking for loops and duplicate edges... 42.736%
   Checking for loops and duplicate edges... 42.842%
   Checking for loops and duplicate edges... 42.948%
   Checking for loops and duplicate edges... 43.054%
   Checking for loops and duplicate edges... 43.160%
   Checking for loops and duplicate edges... 43.266%
   Checking for loops and duplicate edges... 43.372%
   Checking for loops and duplicate edges... 43.478%
   Checking for loops and duplicate edges... 43.584%
   Checking for loops and duplicate edges... 43.690%
   Checking for loops and duplicate edges... 43.796%
   Checking for loops and duplicate edges... 43.902%
   Checking for loops and duplicate edges... 44.008%
   Checking for loops and duplicate edges... 44.115%
   Checking for loops and duplicate edges... 44.221%
   Checking for loops and duplicate edges... 44.327%
   Checking for loops and duplicate edges... 44.433%
   Checking for loops and duplicate edges... 44.539%
   Checking for loops and duplicate edges... 44.645%
   Checking for loops and duplicate edges... 44.751%
   Checking for loops and duplicate edges... 44.857%
   Checking for loops and duplicate edges... 44.963%
   Checking for loops and duplicate edges... 45.069%
   Checking for loops and duplicate edges... 45.175%
   Checking for loops and duplicate edges... 45.281%
   Checking for loops and duplicate edges... 45.387%
   Checking for loops and duplicate edges... 45.493%
   Checking for loops and duplicate edges... 45.599%
   Checking for loops and duplicate edges... 45.705%
   Checking for loops and duplicate edges... 45.811%
   Checking for loops and duplicate edges... 45.917%
   Checking for loops and duplicate edges... 46.023%
   Checking for loops and duplicate edges... 46.129%
   Checking for loops and duplicate edges... 46.235%
   Checking for loops and duplicate edges... 46.341%
   Checking for loops and duplicate edges... 46.448%
   Checking for loops and duplicate edges... 46.554%
   Checking for loops and duplicate edges... 46.660%
   Checking for loops and duplicate edges... 46.766%
   Checking for loops and duplicate edges... 46.872%
   Checking for loops and duplicate edges... 46.978%
   Checking for loops and duplicate edges... 47.084%
   Checking for loops and duplicate edges... 47.190%
   Checking for loops and duplicate edges... 47.296%
   Checking for loops and duplicate edges... 47.402%
   Checking for loops and duplicate edges... 47.508%
   Checking for loops and duplicate edges... 47.614%
   Checking for loops and duplicate edges... 47.720%
   Checking for loops and duplicate edges... 47.826%
   Checking for loops and duplicate edges... 47.932%
   Checking for loops and duplicate edges... 48.038%
   Checking for loops and duplicate edges... 48.144%
   Checking for loops and duplicate edges... 48.250%
   Checking for loops and duplicate edges... 48.356%
   Checking for loops and duplicate edges... 48.462%
   Checking for loops and duplicate edges... 48.568%
   Checking for loops and duplicate edges... 48.674%
   Checking for loops and duplicate edges... 48.780%
   Checking for loops and duplicate edges... 48.887%
   Checking for loops and duplicate edges... 48.993%
   Checking for loops and duplicate edges... 49.099%
   Checking for loops and duplicate edges... 49.205%
   Checking for loops and duplicate edges... 49.311%
   Checking for loops and duplicate edges... 49.417%
   Checking for loops and duplicate edges... 49.523%
   Checking for loops and duplicate edges... 49.629%
   Checking for loops and duplicate edges... 49.735%
   Checking for loops and duplicate edges... 49.841%
   Checking for loops and duplicate edges... 49.947%
   Checking for loops and duplicate edges... 50.053%
   Checking for loops and duplicate edges... 50.159%
   Checking for loops and duplicate edges... 50.265%
   Checking for loops and duplicate edges... 50.371%
   Checking for loops and duplicate edges... 50.477%
   Checking for loops and duplicate edges... 50.583%
   Checking for loops and duplicate edges... 50.689%
   Checking for loops and duplicate edges... 50.795%
   Checking for loops and duplicate edges... 50.901%
   Checking for loops and duplicate edges... 51.007%
   Checking for loops and duplicate edges... 51.113%
   Checking for loops and duplicate edges... 51.220%
   Checking for loops and duplicate edges... 51.326%
   Checking for loops and duplicate edges... 51.432%
   Checking for loops and duplicate edges... 51.538%
   Checking for loops and duplicate edges... 51.644%
   Checking for loops and duplicate edges... 51.750%
   Checking for loops and duplicate edges... 51.856%
   Checking for loops and duplicate edges... 51.962%
   Checking for loops and duplicate edges... 52.068%
   Checking for loops and duplicate edges... 52.174%
   Checking for loops and duplicate edges... 52.280%
   Checking for loops and duplicate edges... 52.386%
   Checking for loops and duplicate edges... 52.492%
   Checking for loops and duplicate edges... 52.598%
   Checking for loops and duplicate edges... 52.704%
   Checking for loops and duplicate edges... 52.810%
   Checking for loops and duplicate edges... 52.916%
   Checking for loops and duplicate edges... 53.022%
   Checking for loops and duplicate edges... 53.128%
   Checking for loops and duplicate edges... 53.234%
   Checking for loops and duplicate edges... 53.340%
   Checking for loops and duplicate edges... 53.446%
   Checking for loops and duplicate edges... 53.552%
   Checking for loops and duplicate edges... 53.659%
   Checking for loops and duplicate edges... 53.765%
   Checking for loops and duplicate edges... 53.871%
   Checking for loops and duplicate edges... 53.977%
   Checking for loops and duplicate edges... 54.083%
   Checking for loops and duplicate edges... 54.189%
   Checking for loops and duplicate edges... 54.295%
   Checking for loops and duplicate edges... 54.401%
   Checking for loops and duplicate edges... 54.507%
   Checking for loops and duplicate edges... 54.613%
   Checking for loops and duplicate edges... 54.719%
   Checking for loops and duplicate edges... 54.825%
   Checking for loops and duplicate edges... 54.931%
   Checking for loops and duplicate edges... 55.037%
   Checking for loops and duplicate edges... 55.143%
   Checking for loops and duplicate edges... 55.249%
   Checking for loops and duplicate edges... 55.355%
   Checking for loops and duplicate edges... 55.461%
   Checking for loops and duplicate edges... 55.567%
   Checking for loops and duplicate edges... 55.673%
   Checking for loops and duplicate edges... 55.779%
   Checking for loops and duplicate edges... 55.885%
   Checking for loops and duplicate edges... 55.992%
   Checking for loops and duplicate edges... 56.098%
   Checking for loops and duplicate edges... 56.204%
   Checking for loops and duplicate edges... 56.310%
   Checking for loops and duplicate edges... 56.416%
   Checking for loops and duplicate edges... 56.522%
   Checking for loops and duplicate edges... 56.628%
   Checking for loops and duplicate edges... 56.734%
   Checking for loops and duplicate edges... 56.840%
   Checking for loops and duplicate edges... 56.946%
   Checking for loops and duplicate edges... 57.052%
   Checking for loops and duplicate edges... 57.158%
   Checking for loops and duplicate edges... 57.264%
   Checking for loops and duplicate edges... 57.370%
   Checking for loops and duplicate edges... 57.476%
   Checking for loops and duplicate edges... 57.582%
   Checking for loops and duplicate edges... 57.688%
   Checking for loops and duplicate edges... 57.794%
   Checking for loops and duplicate edges... 57.900%
   Checking for loops and duplicate edges... 58.006%
   Checking for loops and duplicate edges... 58.112%
   Checking for loops and duplicate edges... 58.218%
   Checking for loops and duplicate edges... 58.324%
   Checking for loops and duplicate edges... 58.431%
   Checking for loops and duplicate edges... 58.537%
   Checking for loops and duplicate edges... 58.643%
   Checking for loops and duplicate edges... 58.749%
   Checking for loops and duplicate edges... 58.855%
   Checking for loops and duplicate edges... 58.961%
   Checking for loops and duplicate edges... 59.067%
   Checking for loops and duplicate edges... 59.173%
   Checking for loops and duplicate edges... 59.279%
   Checking for loops and duplicate edges... 59.385%
   Checking for loops and duplicate edges... 59.491%
   Checking for loops and duplicate edges... 59.597%
   Checking for loops and duplicate edges... 59.703%
   Checking for loops and duplicate edges... 59.809%
   Checking for loops and duplicate edges... 59.915%
   Checking for loops and duplicate edges... 60.021%
   Checking for loops and duplicate edges... 60.127%
   Checking for loops and duplicate edges... 60.233%
   Checking for loops and duplicate edges... 60.339%
   Checking for loops and duplicate edges... 60.445%
   Checking for loops and duplicate edges... 60.551%
   Checking for loops and duplicate edges... 60.657%
   Checking for loops and duplicate edges... 60.764%
   Checking for loops and duplicate edges... 60.870%
   Checking for loops and duplicate edges... 60.976%
   Checking for loops and duplicate edges... 61.082%
   Checking for loops and duplicate edges... 61.188%
   Checking for loops and duplicate edges... 61.294%
   Checking for loops and duplicate edges... 61.400%
   Checking for loops and duplicate edges... 61.506%
   Checking for loops and duplicate edges... 61.612%
   Checking for loops and duplicate edges... 61.718%
   Checking for loops and duplicate edges... 61.824%
   Checking for loops and duplicate edges... 61.930%
   Checking for loops and duplicate edges... 62.036%
   Checking for loops and duplicate edges... 62.142%
   Checking for loops and duplicate edges... 62.248%
   Checking for loops and duplicate edges... 62.354%
   Checking for loops and duplicate edges... 62.460%
   Checking for loops and duplicate edges... 62.566%
   Checking for loops and duplicate edges... 62.672%
   Checking for loops and duplicate edges... 62.778%
   Checking for loops and duplicate edges... 62.884%
   Checking for loops and duplicate edges... 62.990%
   Checking for loops and duplicate edges... 63.097%
   Checking for loops and duplicate edges... 63.203%
   Checking for loops and duplicate edges... 63.309%
   Checking for loops and duplicate edges... 63.415%
   Checking for loops and duplicate edges... 63.521%
   Checking for loops and duplicate edges... 63.627%
   Checking for loops and duplicate edges... 63.733%
   Checking for loops and duplicate edges... 63.839%
   Checking for loops and duplicate edges... 63.945%
   Checking for loops and duplicate edges... 64.051%
   Checking for loops and duplicate edges... 64.157%
   Checking for loops and duplicate edges... 64.263%
   Checking for loops and duplicate edges... 64.369%
   Checking for loops and duplicate edges... 64.475%
   Checking for loops and duplicate edges... 64.581%
   Checking for loops and duplicate edges... 64.687%
   Checking for loops and duplicate edges... 64.793%
   Checking for loops and duplicate edges... 64.899%
   Checking for loops and duplicate edges... 65.005%
   Checking for loops and duplicate edges... 65.111%
   Checking for loops and duplicate edges... 65.217%
   Checking for loops and duplicate edges... 65.323%
   Checking for loops and duplicate edges... 65.429%
   Checking for loops and duplicate edges... 65.536%
   Checking for loops and duplicate edges... 65.642%
   Checking for loops and duplicate edges... 65.748%
   Checking for loops and duplicate edges... 65.854%
   Checking for loops and duplicate edges... 65.960%
   Checking for loops and duplicate edges... 66.066%
   Checking for loops and duplicate edges... 66.172%
   Checking for loops and duplicate edges... 66.278%
   Checking for loops and duplicate edges... 66.384%
   Checking for loops and duplicate edges... 66.490%
   Checking for loops and duplicate edges... 66.596%
   Checking for loops and duplicate edges... 66.702%
   Checking for loops and duplicate edges... 66.808%
   Checking for loops and duplicate edges... 66.914%
   Checking for loops and duplicate edges... 67.020%
   Checking for loops and duplicate edges... 67.126%
   Checking for loops and duplicate edges... 67.232%
   Checking for loops and duplicate edges... 67.338%
   Checking for loops and duplicate edges... 67.444%
   Checking for loops and duplicate edges... 67.550%
   Checking for loops and duplicate edges... 67.656%
   Checking for loops and duplicate edges... 67.762%
   Checking for loops and duplicate edges... 67.869%
   Checking for loops and duplicate edges... 67.975%
   Checking for loops and duplicate edges... 68.081%
   Checking for loops and duplicate edges... 68.187%
   Checking for loops and duplicate edges... 68.293%
   Checking for loops and duplicate edges... 68.399%
   Checking for loops and duplicate edges... 68.505%
   Checking for loops and duplicate edges... 68.611%
   Checking for loops and duplicate edges... 68.717%
   Checking for loops and duplicate edges... 68.823%
   Checking for loops and duplicate edges... 68.929%
   Checking for loops and duplicate edges... 69.035%
   Checking for loops and duplicate edges... 69.141%
   Checking for loops and duplicate edges... 69.247%
   Checking for loops and duplicate edges... 69.353%
   Checking for loops and duplicate edges... 69.459%
   Checking for loops and duplicate edges... 69.565%
   Checking for loops and duplicate edges... 69.671%
   Checking for loops and duplicate edges... 69.777%
   Checking for loops and duplicate edges... 69.883%
   Checking for loops and duplicate edges... 69.989%
   Checking for loops and duplicate edges... 70.095%
   Checking for loops and duplicate edges... 70.201%
   Checking for loops and duplicate edges... 70.308%
   Checking for loops and duplicate edges... 70.414%
   Checking for loops and duplicate edges... 70.520%
   Checking for loops and duplicate edges... 70.626%
   Checking for loops and duplicate edges... 70.732%
   Checking for loops and duplicate edges... 70.838%
   Checking for loops and duplicate edges... 70.944%
   Checking for loops and duplicate edges... 71.050%
   Checking for loops and duplicate edges... 71.156%
   Checking for loops and duplicate edges... 71.262%
   Checking for loops and duplicate edges... 71.368%
   Checking for loops and duplicate edges... 71.474%
   Checking for loops and duplicate edges... 71.580%
   Checking for loops and duplicate edges... 71.686%
   Checking for loops and duplicate edges... 71.792%
   Checking for loops and duplicate edges... 71.898%
   Checking for loops and duplicate edges... 72.004%
   Checking for loops and duplicate edges... 72.110%
   Checking for loops and duplicate edges... 72.216%
   Checking for loops and duplicate edges... 72.322%
   Checking for loops and duplicate edges... 72.428%
   Checking for loops and duplicate edges... 72.534%
   Checking for loops and duplicate edges... 72.641%
   Checking for loops and duplicate edges... 72.747%
   Checking for loops and duplicate edges... 72.853%
   Checking for loops and duplicate edges... 72.959%
   Checking for loops and duplicate edges... 73.065%
   Checking for loops and duplicate edges... 73.171%
   Checking for loops and duplicate edges... 73.277%
   Checking for loops and duplicate edges... 73.383%
   Checking for loops and duplicate edges... 73.489%
   Checking for loops and duplicate edges... 73.595%
   Checking for loops and duplicate edges... 73.701%
   Checking for loops and duplicate edges... 73.807%
   Checking for loops and duplicate edges... 73.913%
   Checking for loops and duplicate edges... 74.019%
   Checking for loops and duplicate edges... 74.125%
   Checking for loops and duplicate edges... 74.231%
   Checking for loops and duplicate edges... 74.337%
   Checking for loops and duplicate edges... 74.443%
   Checking for loops and duplicate edges... 74.549%
   Checking for loops and duplicate edges... 74.655%
   Checking for loops and duplicate edges... 74.761%
   Checking for loops and duplicate edges... 74.867%
   Checking for loops and duplicate edges... 74.973%
   Checking for loops and duplicate edges... 75.080%
   Checking for loops and duplicate edges... 75.186%
   Checking for loops and duplicate edges... 75.292%
   Checking for loops and duplicate edges... 75.398%
   Checking for loops and duplicate edges... 75.504%
   Checking for loops and duplicate edges... 75.610%
   Checking for loops and duplicate edges... 75.716%
   Checking for loops and duplicate edges... 75.822%
   Checking for loops and duplicate edges... 75.928%
   Checking for loops and duplicate edges... 76.034%
   Checking for loops and duplicate edges... 76.140%
   Checking for loops and duplicate edges... 76.246%
   Checking for loops and duplicate edges... 76.352%
   Checking for loops and duplicate edges... 76.458%
   Checking for loops and duplicate edges... 76.564%
   Checking for loops and duplicate edges... 76.670%
   Checking for loops and duplicate edges... 76.776%
   Checking for loops and duplicate edges... 76.882%
   Checking for loops and duplicate edges... 76.988%
   Checking for loops and duplicate edges... 77.094%
   Checking for loops and duplicate edges... 77.200%
   Checking for loops and duplicate edges... 77.306%
   Checking for loops and duplicate edges... 77.413%
   Checking for loops and duplicate edges... 77.519%
   Checking for loops and duplicate edges... 77.625%
   Checking for loops and duplicate edges... 77.731%
   Checking for loops and duplicate edges... 77.837%
   Checking for loops and duplicate edges... 77.943%
   Checking for loops and duplicate edges... 78.049%
   Checking for loops and duplicate edges... 78.155%
   Checking for loops and duplicate edges... 78.261%
   Checking for loops and duplicate edges... 78.367%
   Checking for loops and duplicate edges... 78.473%
   Checking for loops and duplicate edges... 78.579%
   Checking for loops and duplicate edges... 78.685%
   Checking for loops and duplicate edges... 78.791%
   Checking for loops and duplicate edges... 78.897%
   Checking for loops and duplicate edges... 79.003%
   Checking for loops and duplicate edges... 79.109%
   Checking for loops and duplicate edges... 79.215%
   Checking for loops and duplicate edges... 79.321%
   Checking for loops and duplicate edges... 79.427%
   Checking for loops and duplicate edges... 79.533%
   Checking for loops and duplicate edges... 79.639%
   Checking for loops and duplicate edges... 79.745%
   Checking for loops and duplicate edges... 79.852%
   Checking for loops and duplicate edges... 79.958%
   Checking for loops and duplicate edges... 80.064%
   Checking for loops and duplicate edges... 80.170%
   Checking for loops and duplicate edges... 80.276%
   Checking for loops and duplicate edges... 80.382%
   Checking for loops and duplicate edges... 80.488%
   Checking for loops and duplicate edges... 80.594%
   Checking for loops and duplicate edges... 80.700%
   Checking for loops and duplicate edges... 80.806%
   Checking for loops and duplicate edges... 80.912%
   Checking for loops and duplicate edges... 81.018%
   Checking for loops and duplicate edges... 81.124%
   Checking for loops and duplicate edges... 81.230%
   Checking for loops and duplicate edges... 81.336%
   Checking for loops and duplicate edges... 81.442%
   Checking for loops and duplicate edges... 81.548%
   Checking for loops and duplicate edges... 81.654%
   Checking for loops and duplicate edges... 81.760%
   Checking for loops and duplicate edges... 81.866%
   Checking for loops and duplicate edges... 81.972%
   Checking for loops and duplicate edges... 82.078%
   Checking for loops and duplicate edges... 82.185%
   Checking for loops and duplicate edges... 82.291%
   Checking for loops and duplicate edges... 82.397%
   Checking for loops and duplicate edges... 82.503%
   Checking for loops and duplicate edges... 82.609%
   Checking for loops and duplicate edges... 82.715%
   Checking for loops and duplicate edges... 82.821%
   Checking for loops and duplicate edges... 82.927%
   Checking for loops and duplicate edges... 83.033%
   Checking for loops and duplicate edges... 83.139%
   Checking for loops and duplicate edges... 83.245%
   Checking for loops and duplicate edges... 83.351%
   Checking for loops and duplicate edges... 83.457%
   Checking for loops and duplicate edges... 83.563%
   Checking for loops and duplicate edges... 83.669%
   Checking for loops and duplicate edges... 83.775%
   Checking for loops and duplicate edges... 83.881%
   Checking for loops and duplicate edges... 83.987%
   Checking for loops and duplicate edges... 84.093%
   Checking for loops and duplicate edges... 84.199%
   Checking for loops and duplicate edges... 84.305%
   Checking for loops and duplicate edges... 84.411%
   Checking for loops and duplicate edges... 84.517%
   Checking for loops and duplicate edges... 84.624%
   Checking for loops and duplicate edges... 84.730%
   Checking for loops and duplicate edges... 84.836%
   Checking for loops and duplicate edges... 84.942%
   Checking for loops and duplicate edges... 85.048%
   Checking for loops and duplicate edges... 85.154%
   Checking for loops and duplicate edges... 85.260%
   Checking for loops and duplicate edges... 85.366%
   Checking for loops and duplicate edges... 85.472%
   Checking for loops and duplicate edges... 85.578%
   Checking for loops and duplicate edges... 85.684%
   Checking for loops and duplicate edges... 85.790%
   Checking for loops and duplicate edges... 85.896%
   Checking for loops and duplicate edges... 86.002%
   Checking for loops and duplicate edges... 86.108%
   Checking for loops and duplicate edges... 86.214%
   Checking for loops and duplicate edges... 86.320%
   Checking for loops and duplicate edges... 86.426%
   Checking for loops and duplicate edges... 86.532%
   Checking for loops and duplicate edges... 86.638%
   Checking for loops and duplicate edges... 86.744%
   Checking for loops and duplicate edges... 86.850%
   Checking for loops and duplicate edges... 86.957%
   Checking for loops and duplicate edges... 87.063%
   Checking for loops and duplicate edges... 87.169%
   Checking for loops and duplicate edges... 87.275%
   Checking for loops and duplicate edges... 87.381%
   Checking for loops and duplicate edges... 87.487%
   Checking for loops and duplicate edges... 87.593%
   Checking for loops and duplicate edges... 87.699%
   Checking for loops and duplicate edges... 87.805%
   Checking for loops and duplicate edges... 87.911%
   Checking for loops and duplicate edges... 88.017%
   Checking for loops and duplicate edges... 88.123%
   Checking for loops and duplicate edges... 88.229%
   Checking for loops and duplicate edges... 88.335%
   Checking for loops and duplicate edges... 88.441%
   Checking for loops and duplicate edges... 88.547%
   Checking for loops and duplicate edges... 88.653%
   Checking for loops and duplicate edges... 88.759%
   Checking for loops and duplicate edges... 88.865%
   Checking for loops and duplicate edges... 88.971%
   Checking for loops and duplicate edges... 89.077%
   Checking for loops and duplicate edges... 89.183%
   Checking for loops and duplicate edges... 89.290%
   Checking for loops and duplicate edges... 89.396%
   Checking for loops and duplicate edges... 89.502%
   Checking for loops and duplicate edges... 89.608%
   Checking for loops and duplicate edges... 89.714%
   Checking for loops and duplicate edges... 89.820%
   Checking for loops and duplicate edges... 89.926%
   Checking for loops and duplicate edges... 90.032%
   Checking for loops and duplicate edges... 90.138%
   Checking for loops and duplicate edges... 90.244%
   Checking for loops and duplicate edges... 90.350%
   Checking for loops and duplicate edges... 90.456%
   Checking for loops and duplicate edges... 90.562%
   Checking for loops and duplicate edges... 90.668%
   Checking for loops and duplicate edges... 90.774%
   Checking for loops and duplicate edges... 90.880%
   Checking for loops and duplicate edges... 90.986%
   Checking for loops and duplicate edges... 91.092%
   Checking for loops and duplicate edges... 91.198%
   Checking for loops and duplicate edges... 91.304%
   Checking for loops and duplicate edges... 91.410%
   Checking for loops and duplicate edges... 91.516%
   Checking for loops and duplicate edges... 91.622%
   Checking for loops and duplicate edges... 91.729%
   Checking for loops and duplicate edges... 91.835%
   Checking for loops and duplicate edges... 91.941%
   Checking for loops and duplicate edges... 92.047%
   Checking for loops and duplicate edges... 92.153%
   Checking for loops and duplicate edges... 92.259%
   Checking for loops and duplicate edges... 92.365%
   Checking for loops and duplicate edges... 92.471%
   Checking for loops and duplicate edges... 92.577%
   Checking for loops and duplicate edges... 92.683%
   Checking for loops and duplicate edges... 92.789%
   Checking for loops and duplicate edges... 92.895%
   Checking for loops and duplicate edges... 93.001%
   Checking for loops and duplicate edges... 93.107%
   Checking for loops and duplicate edges... 93.213%
   Checking for loops and duplicate edges... 93.319%
   Checking for loops and duplicate edges... 93.425%
   Checking for loops and duplicate edges... 93.531%
   Checking for loops and duplicate edges... 93.637%
   Checking for loops and duplicate edges... 93.743%
   Checking for loops and duplicate edges... 93.849%
   Checking for loops and duplicate edges... 93.955%
   Checking for loops and duplicate edges... 94.062%
   Checking for loops and duplicate edges... 94.168%
   Checking for loops and duplicate edges... 94.274%
   Checking for loops and duplicate edges... 94.380%
   Checking for loops and duplicate edges... 94.486%
   Checking for loops and duplicate edges... 94.592%
   Checking for loops and duplicate edges... 94.698%
   Checking for loops and duplicate edges... 94.804%
   Checking for loops and duplicate edges... 94.910%
   Checking for loops and duplicate edges... 95.016%
   Checking for loops and duplicate edges... 95.122%
   Checking for loops and duplicate edges... 95.228%
   Checking for loops and duplicate edges... 95.334%
   Checking for loops and duplicate edges... 95.440%
   Checking for loops and duplicate edges... 95.546%
   Checking for loops and duplicate edges... 95.652%
   Checking for loops and duplicate edges... 95.758%
   Checking for loops and duplicate edges... 95.864%
   Checking for loops and duplicate edges... 95.970%
   Checking for loops and duplicate edges... 96.076%
   Checking for loops and duplicate edges... 96.182%
   Checking for loops and duplicate edges... 96.288%
   Checking for loops and duplicate edges... 96.394%
   Checking for loops and duplicate edges... 96.501%
   Checking for loops and duplicate edges... 96.607%
   Checking for loops and duplicate edges... 96.713%
   Checking for loops and duplicate edges... 96.819%
   Checking for loops and duplicate edges... 96.925%
   Checking for loops and duplicate edges... 97.031%
   Checking for loops and duplicate edges... 97.137%
   Checking for loops and duplicate edges... 97.243%
   Checking for loops and duplicate edges... 97.349%
   Checking for loops and duplicate edges... 97.455%
   Checking for loops and duplicate edges... 97.561%
   Checking for loops and duplicate edges... 97.667%
   Checking for loops and duplicate edges... 97.773%
   Checking for loops and duplicate edges... 97.879%
   Checking for loops and duplicate edges... 97.985%
   Checking for loops and duplicate edges... 98.091%
   Checking for loops and duplicate edges... 98.197%
   Checking for loops and duplicate edges... 98.303%
   Checking for loops and duplicate edges... 98.409%
   Checking for loops and duplicate edges... 98.515%
   Checking for loops and duplicate edges... 98.621%
   Checking for loops and duplicate edges... 98.727%
   Checking for loops and duplicate edges... 98.834%
   Checking for loops and duplicate edges... 98.940%
   Checking for loops and duplicate edges... 99.046%
   Checking for loops and duplicate edges... 99.152%
   Checking for loops and duplicate edges... 99.258%
   Checking for loops and duplicate edges... 99.364%
   Checking for loops and duplicate edges... 99.470%
   Checking for loops and duplicate edges... 99.576%
   Checking for loops and duplicate edges... 99.682%
   Checking for loops and duplicate edges... 99.788%
   Checking for loops and duplicate edges... 99.894%
   Checking for loops and duplicate edges... 100.000%
#>    Found and removed 109 duplicate edge(s)
#> 
   Calculating edge similarities for 835 edges... 0.00%
   Calculating edge similarities for 835 edges... 0.12%
   Calculating edge similarities for 835 edges... 0.24%
   Calculating edge similarities for 835 edges... 0.36%
   Calculating edge similarities for 835 edges... 0.48%
   Calculating edge similarities for 835 edges... 0.60%
   Calculating edge similarities for 835 edges... 0.72%
   Calculating edge similarities for 835 edges... 0.84%
   Calculating edge similarities for 835 edges... 0.96%
   Calculating edge similarities for 835 edges... 1.08%
   Calculating edge similarities for 835 edges... 1.20%
   Calculating edge similarities for 835 edges... 1.32%
   Calculating edge similarities for 835 edges... 1.44%
   Calculating edge similarities for 835 edges... 1.56%
   Calculating edge similarities for 835 edges... 1.68%
   Calculating edge similarities for 835 edges... 1.80%
   Calculating edge similarities for 835 edges... 1.92%
   Calculating edge similarities for 835 edges... 2.04%
   Calculating edge similarities for 835 edges... 2.16%
   Calculating edge similarities for 835 edges... 2.28%
   Calculating edge similarities for 835 edges... 2.40%
   Calculating edge similarities for 835 edges... 2.52%
   Calculating edge similarities for 835 edges... 2.64%
   Calculating edge similarities for 835 edges... 2.76%
   Calculating edge similarities for 835 edges... 2.88%
   Calculating edge similarities for 835 edges... 3.00%
   Calculating edge similarities for 835 edges... 3.12%
   Calculating edge similarities for 835 edges... 3.24%
   Calculating edge similarities for 835 edges... 3.36%
   Calculating edge similarities for 835 edges... 3.48%
   Calculating edge similarities for 835 edges... 3.60%
   Calculating edge similarities for 835 edges... 3.72%
   Calculating edge similarities for 835 edges... 3.84%
   Calculating edge similarities for 835 edges... 3.96%
   Calculating edge similarities for 835 edges... 4.08%
   Calculating edge similarities for 835 edges... 4.20%
   Calculating edge similarities for 835 edges... 4.32%
   Calculating edge similarities for 835 edges... 4.44%
   Calculating edge similarities for 835 edges... 4.56%
   Calculating edge similarities for 835 edges... 4.68%
   Calculating edge similarities for 835 edges... 4.80%
   Calculating edge similarities for 835 edges... 4.92%
   Calculating edge similarities for 835 edges... 5.04%
   Calculating edge similarities for 835 edges... 5.16%
   Calculating edge similarities for 835 edges... 5.28%
   Calculating edge similarities for 835 edges... 5.40%
   Calculating edge similarities for 835 edges... 5.52%
   Calculating edge similarities for 835 edges... 5.64%
   Calculating edge similarities for 835 edges... 5.76%
   Calculating edge similarities for 835 edges... 5.88%
   Calculating edge similarities for 835 edges... 6.00%
   Calculating edge similarities for 835 edges... 6.12%
   Calculating edge similarities for 835 edges... 6.24%
   Calculating edge similarities for 835 edges... 6.36%
   Calculating edge similarities for 835 edges... 6.48%
   Calculating edge similarities for 835 edges... 6.60%
   Calculating edge similarities for 835 edges... 6.72%
   Calculating edge similarities for 835 edges... 6.84%
   Calculating edge similarities for 835 edges... 6.96%
   Calculating edge similarities for 835 edges... 7.08%
   Calculating edge similarities for 835 edges... 7.20%
   Calculating edge similarities for 835 edges... 7.32%
   Calculating edge similarities for 835 edges... 7.44%
   Calculating edge similarities for 835 edges... 7.56%
   Calculating edge similarities for 835 edges... 7.68%
   Calculating edge similarities for 835 edges... 7.80%
   Calculating edge similarities for 835 edges... 7.92%
   Calculating edge similarities for 835 edges... 8.04%
   Calculating edge similarities for 835 edges... 8.16%
   Calculating edge similarities for 835 edges... 8.28%
   Calculating edge similarities for 835 edges... 8.40%
   Calculating edge similarities for 835 edges... 8.52%
   Calculating edge similarities for 835 edges... 8.64%
   Calculating edge similarities for 835 edges... 8.76%
   Calculating edge similarities for 835 edges... 8.88%
   Calculating edge similarities for 835 edges... 9.00%
   Calculating edge similarities for 835 edges... 9.12%
   Calculating edge similarities for 835 edges... 9.24%
   Calculating edge similarities for 835 edges... 9.36%
   Calculating edge similarities for 835 edges... 9.48%
   Calculating edge similarities for 835 edges... 9.60%
   Calculating edge similarities for 835 edges... 9.72%
   Calculating edge similarities for 835 edges... 9.84%
   Calculating edge similarities for 835 edges... 9.96%
   Calculating edge similarities for 835 edges... 10.08%
   Calculating edge similarities for 835 edges... 10.20%
   Calculating edge similarities for 835 edges... 10.32%
   Calculating edge similarities for 835 edges... 10.44%
   Calculating edge similarities for 835 edges... 10.56%
   Calculating edge similarities for 835 edges... 10.68%
   Calculating edge similarities for 835 edges... 10.80%
   Calculating edge similarities for 835 edges... 10.92%
   Calculating edge similarities for 835 edges... 11.04%
   Calculating edge similarities for 835 edges... 11.16%
   Calculating edge similarities for 835 edges... 11.28%
   Calculating edge similarities for 835 edges... 11.40%
   Calculating edge similarities for 835 edges... 11.52%
   Calculating edge similarities for 835 edges... 11.64%
   Calculating edge similarities for 835 edges... 11.76%
   Calculating edge similarities for 835 edges... 11.88%
   Calculating edge similarities for 835 edges... 12.00%
   Calculating edge similarities for 835 edges... 12.12%
   Calculating edge similarities for 835 edges... 12.24%
   Calculating edge similarities for 835 edges... 12.36%
   Calculating edge similarities for 835 edges... 12.48%
   Calculating edge similarities for 835 edges... 12.61%
   Calculating edge similarities for 835 edges... 12.73%
   Calculating edge similarities for 835 edges... 12.85%
   Calculating edge similarities for 835 edges... 12.97%
   Calculating edge similarities for 835 edges... 13.09%
   Calculating edge similarities for 835 edges... 13.21%
   Calculating edge similarities for 835 edges... 13.33%
   Calculating edge similarities for 835 edges... 13.45%
   Calculating edge similarities for 835 edges... 13.57%
   Calculating edge similarities for 835 edges... 13.69%
   Calculating edge similarities for 835 edges... 13.81%
   Calculating edge similarities for 835 edges... 13.93%
   Calculating edge similarities for 835 edges... 14.05%
   Calculating edge similarities for 835 edges... 14.17%
   Calculating edge similarities for 835 edges... 14.29%
   Calculating edge similarities for 835 edges... 14.41%
   Calculating edge similarities for 835 edges... 14.53%
   Calculating edge similarities for 835 edges... 14.65%
   Calculating edge similarities for 835 edges... 14.77%
   Calculating edge similarities for 835 edges... 14.89%
   Calculating edge similarities for 835 edges... 15.01%
   Calculating edge similarities for 835 edges... 15.13%
   Calculating edge similarities for 835 edges... 15.25%
   Calculating edge similarities for 835 edges... 15.37%
   Calculating edge similarities for 835 edges... 15.49%
   Calculating edge similarities for 835 edges... 15.61%
   Calculating edge similarities for 835 edges... 15.73%
   Calculating edge similarities for 835 edges... 15.85%
   Calculating edge similarities for 835 edges... 15.97%
   Calculating edge similarities for 835 edges... 16.09%
   Calculating edge similarities for 835 edges... 16.21%
   Calculating edge similarities for 835 edges... 16.33%
   Calculating edge similarities for 835 edges... 16.45%
   Calculating edge similarities for 835 edges... 16.57%
   Calculating edge similarities for 835 edges... 16.69%
   Calculating edge similarities for 835 edges... 16.81%
   Calculating edge similarities for 835 edges... 16.93%
   Calculating edge similarities for 835 edges... 17.05%
   Calculating edge similarities for 835 edges... 17.17%
   Calculating edge similarities for 835 edges... 17.29%
   Calculating edge similarities for 835 edges... 17.41%
   Calculating edge similarities for 835 edges... 17.53%
   Calculating edge similarities for 835 edges... 17.65%
   Calculating edge similarities for 835 edges... 17.77%
   Calculating edge similarities for 835 edges... 17.89%
   Calculating edge similarities for 835 edges... 18.01%
   Calculating edge similarities for 835 edges... 18.13%
   Calculating edge similarities for 835 edges... 18.25%
   Calculating edge similarities for 835 edges... 18.37%
   Calculating edge similarities for 835 edges... 18.49%
   Calculating edge similarities for 835 edges... 18.61%
   Calculating edge similarities for 835 edges... 18.73%
   Calculating edge similarities for 835 edges... 18.85%
   Calculating edge similarities for 835 edges... 18.97%
   Calculating edge similarities for 835 edges... 19.09%
   Calculating edge similarities for 835 edges... 19.21%
   Calculating edge similarities for 835 edges... 19.33%
   Calculating edge similarities for 835 edges... 19.45%
   Calculating edge similarities for 835 edges... 19.57%
   Calculating edge similarities for 835 edges... 19.69%
   Calculating edge similarities for 835 edges... 19.81%
   Calculating edge similarities for 835 edges... 19.93%
   Calculating edge similarities for 835 edges... 20.05%
   Calculating edge similarities for 835 edges... 20.17%
   Calculating edge similarities for 835 edges... 20.29%
   Calculating edge similarities for 835 edges... 20.41%
   Calculating edge similarities for 835 edges... 20.53%
   Calculating edge similarities for 835 edges... 20.65%
   Calculating edge similarities for 835 edges... 20.77%
   Calculating edge similarities for 835 edges... 20.89%
   Calculating edge similarities for 835 edges... 21.01%
   Calculating edge similarities for 835 edges... 21.13%
   Calculating edge similarities for 835 edges... 21.25%
   Calculating edge similarities for 835 edges... 21.37%
   Calculating edge similarities for 835 edges... 21.49%
   Calculating edge similarities for 835 edges... 21.61%
   Calculating edge similarities for 835 edges... 21.73%
   Calculating edge similarities for 835 edges... 21.85%
   Calculating edge similarities for 835 edges... 21.97%
   Calculating edge similarities for 835 edges... 22.09%
   Calculating edge similarities for 835 edges... 22.21%
   Calculating edge similarities for 835 edges... 22.33%
   Calculating edge similarities for 835 edges... 22.45%
   Calculating edge similarities for 835 edges... 22.57%
   Calculating edge similarities for 835 edges... 22.69%
   Calculating edge similarities for 835 edges... 22.81%
   Calculating edge similarities for 835 edges... 22.93%
   Calculating edge similarities for 835 edges... 23.05%
   Calculating edge similarities for 835 edges... 23.17%
   Calculating edge similarities for 835 edges... 23.29%
   Calculating edge similarities for 835 edges... 23.41%
   Calculating edge similarities for 835 edges... 23.53%
   Calculating edge similarities for 835 edges... 23.65%
   Calculating edge similarities for 835 edges... 23.77%
   Calculating edge similarities for 835 edges... 23.89%
   Calculating edge similarities for 835 edges... 24.01%
   Calculating edge similarities for 835 edges... 24.13%
   Calculating edge similarities for 835 edges... 24.25%
   Calculating edge similarities for 835 edges... 24.37%
   Calculating edge similarities for 835 edges... 24.49%
   Calculating edge similarities for 835 edges... 24.61%
   Calculating edge similarities for 835 edges... 24.73%
   Calculating edge similarities for 835 edges... 24.85%
   Calculating edge similarities for 835 edges... 24.97%
   Calculating edge similarities for 835 edges... 25.09%
   Calculating edge similarities for 835 edges... 25.21%
   Calculating edge similarities for 835 edges... 25.33%
   Calculating edge similarities for 835 edges... 25.45%
   Calculating edge similarities for 835 edges... 25.57%
   Calculating edge similarities for 835 edges... 25.69%
   Calculating edge similarities for 835 edges... 25.81%
   Calculating edge similarities for 835 edges... 25.93%
   Calculating edge similarities for 835 edges... 26.05%
   Calculating edge similarities for 835 edges... 26.17%
   Calculating edge similarities for 835 edges... 26.29%
   Calculating edge similarities for 835 edges... 26.41%
   Calculating edge similarities for 835 edges... 26.53%
   Calculating edge similarities for 835 edges... 26.65%
   Calculating edge similarities for 835 edges... 26.77%
   Calculating edge similarities for 835 edges... 26.89%
   Calculating edge similarities for 835 edges... 27.01%
   Calculating edge similarities for 835 edges... 27.13%
   Calculating edge similarities for 835 edges... 27.25%
   Calculating edge similarities for 835 edges... 27.37%
   Calculating edge similarities for 835 edges... 27.49%
   Calculating edge similarities for 835 edges... 27.61%
   Calculating edge similarities for 835 edges... 27.73%
   Calculating edge similarities for 835 edges... 27.85%
   Calculating edge similarities for 835 edges... 27.97%
   Calculating edge similarities for 835 edges... 28.09%
   Calculating edge similarities for 835 edges... 28.21%
   Calculating edge similarities for 835 edges... 28.33%
   Calculating edge similarities for 835 edges... 28.45%
   Calculating edge similarities for 835 edges... 28.57%
   Calculating edge similarities for 835 edges... 28.69%
   Calculating edge similarities for 835 edges... 28.81%
   Calculating edge similarities for 835 edges... 28.93%
   Calculating edge similarities for 835 edges... 29.05%
   Calculating edge similarities for 835 edges... 29.17%
   Calculating edge similarities for 835 edges... 29.29%
   Calculating edge similarities for 835 edges... 29.41%
   Calculating edge similarities for 835 edges... 29.53%
   Calculating edge similarities for 835 edges... 29.65%
   Calculating edge similarities for 835 edges... 29.77%
   Calculating edge similarities for 835 edges... 29.89%
   Calculating edge similarities for 835 edges... 30.01%
   Calculating edge similarities for 835 edges... 30.13%
   Calculating edge similarities for 835 edges... 30.25%
   Calculating edge similarities for 835 edges... 30.37%
   Calculating edge similarities for 835 edges... 30.49%
   Calculating edge similarities for 835 edges... 30.61%
   Calculating edge similarities for 835 edges... 30.73%
   Calculating edge similarities for 835 edges... 30.85%
   Calculating edge similarities for 835 edges... 30.97%
   Calculating edge similarities for 835 edges... 31.09%
   Calculating edge similarities for 835 edges... 31.21%
   Calculating edge similarities for 835 edges... 31.33%
   Calculating edge similarities for 835 edges... 31.45%
   Calculating edge similarities for 835 edges... 31.57%
   Calculating edge similarities for 835 edges... 31.69%
   Calculating edge similarities for 835 edges... 31.81%
   Calculating edge similarities for 835 edges... 31.93%
   Calculating edge similarities for 835 edges... 32.05%
   Calculating edge similarities for 835 edges... 32.17%
   Calculating edge similarities for 835 edges... 32.29%
   Calculating edge similarities for 835 edges... 32.41%
   Calculating edge similarities for 835 edges... 32.53%
   Calculating edge similarities for 835 edges... 32.65%
   Calculating edge similarities for 835 edges... 32.77%
   Calculating edge similarities for 835 edges... 32.89%
   Calculating edge similarities for 835 edges... 33.01%
   Calculating edge similarities for 835 edges... 33.13%
   Calculating edge similarities for 835 edges... 33.25%
   Calculating edge similarities for 835 edges... 33.37%
   Calculating edge similarities for 835 edges... 33.49%
   Calculating edge similarities for 835 edges... 33.61%
   Calculating edge similarities for 835 edges... 33.73%
   Calculating edge similarities for 835 edges... 33.85%
   Calculating edge similarities for 835 edges... 33.97%
   Calculating edge similarities for 835 edges... 34.09%
   Calculating edge similarities for 835 edges... 34.21%
   Calculating edge similarities for 835 edges... 34.33%
   Calculating edge similarities for 835 edges... 34.45%
   Calculating edge similarities for 835 edges... 34.57%
   Calculating edge similarities for 835 edges... 34.69%
   Calculating edge similarities for 835 edges... 34.81%
   Calculating edge similarities for 835 edges... 34.93%
   Calculating edge similarities for 835 edges... 35.05%
   Calculating edge similarities for 835 edges... 35.17%
   Calculating edge similarities for 835 edges... 35.29%
   Calculating edge similarities for 835 edges... 35.41%
   Calculating edge similarities for 835 edges... 35.53%
   Calculating edge similarities for 835 edges... 35.65%
   Calculating edge similarities for 835 edges... 35.77%
   Calculating edge similarities for 835 edges... 35.89%
   Calculating edge similarities for 835 edges... 36.01%
   Calculating edge similarities for 835 edges... 36.13%
   Calculating edge similarities for 835 edges... 36.25%
   Calculating edge similarities for 835 edges... 36.37%
   Calculating edge similarities for 835 edges... 36.49%
   Calculating edge similarities for 835 edges... 36.61%
   Calculating edge similarities for 835 edges... 36.73%
   Calculating edge similarities for 835 edges... 36.85%
   Calculating edge similarities for 835 edges... 36.97%
   Calculating edge similarities for 835 edges... 37.09%
   Calculating edge similarities for 835 edges... 37.21%
   Calculating edge similarities for 835 edges... 37.33%
   Calculating edge similarities for 835 edges... 37.45%
   Calculating edge similarities for 835 edges... 37.58%
   Calculating edge similarities for 835 edges... 37.70%
   Calculating edge similarities for 835 edges... 37.82%
   Calculating edge similarities for 835 edges... 37.94%
   Calculating edge similarities for 835 edges... 38.06%
   Calculating edge similarities for 835 edges... 38.18%
   Calculating edge similarities for 835 edges... 38.30%
   Calculating edge similarities for 835 edges... 38.42%
   Calculating edge similarities for 835 edges... 38.54%
   Calculating edge similarities for 835 edges... 38.66%
   Calculating edge similarities for 835 edges... 38.78%
   Calculating edge similarities for 835 edges... 38.90%
   Calculating edge similarities for 835 edges... 39.02%
   Calculating edge similarities for 835 edges... 39.14%
   Calculating edge similarities for 835 edges... 39.26%
   Calculating edge similarities for 835 edges... 39.38%
   Calculating edge similarities for 835 edges... 39.50%
   Calculating edge similarities for 835 edges... 39.62%
   Calculating edge similarities for 835 edges... 39.74%
   Calculating edge similarities for 835 edges... 39.86%
   Calculating edge similarities for 835 edges... 39.98%
   Calculating edge similarities for 835 edges... 40.10%
   Calculating edge similarities for 835 edges... 40.22%
   Calculating edge similarities for 835 edges... 40.34%
   Calculating edge similarities for 835 edges... 40.46%
   Calculating edge similarities for 835 edges... 40.58%
   Calculating edge similarities for 835 edges... 40.70%
   Calculating edge similarities for 835 edges... 40.82%
   Calculating edge similarities for 835 edges... 40.94%
   Calculating edge similarities for 835 edges... 41.06%
   Calculating edge similarities for 835 edges... 41.18%
   Calculating edge similarities for 835 edges... 41.30%
   Calculating edge similarities for 835 edges... 41.42%
   Calculating edge similarities for 835 edges... 41.54%
   Calculating edge similarities for 835 edges... 41.66%
   Calculating edge similarities for 835 edges... 41.78%
   Calculating edge similarities for 835 edges... 41.90%
   Calculating edge similarities for 835 edges... 42.02%
   Calculating edge similarities for 835 edges... 42.14%
   Calculating edge similarities for 835 edges... 42.26%
   Calculating edge similarities for 835 edges... 42.38%
   Calculating edge similarities for 835 edges... 42.50%
   Calculating edge similarities for 835 edges... 42.62%
   Calculating edge similarities for 835 edges... 42.74%
   Calculating edge similarities for 835 edges... 42.86%
   Calculating edge similarities for 835 edges... 42.98%
   Calculating edge similarities for 835 edges... 43.10%
   Calculating edge similarities for 835 edges... 43.22%
   Calculating edge similarities for 835 edges... 43.34%
   Calculating edge similarities for 835 edges... 43.46%
   Calculating edge similarities for 835 edges... 43.58%
   Calculating edge similarities for 835 edges... 43.70%
   Calculating edge similarities for 835 edges... 43.82%
   Calculating edge similarities for 835 edges... 43.94%
   Calculating edge similarities for 835 edges... 44.06%
   Calculating edge similarities for 835 edges... 44.18%
   Calculating edge similarities for 835 edges... 44.30%
   Calculating edge similarities for 835 edges... 44.42%
   Calculating edge similarities for 835 edges... 44.54%
   Calculating edge similarities for 835 edges... 44.66%
   Calculating edge similarities for 835 edges... 44.78%
   Calculating edge similarities for 835 edges... 44.90%
   Calculating edge similarities for 835 edges... 45.02%
   Calculating edge similarities for 835 edges... 45.14%
   Calculating edge similarities for 835 edges... 45.26%
   Calculating edge similarities for 835 edges... 45.38%
   Calculating edge similarities for 835 edges... 45.50%
   Calculating edge similarities for 835 edges... 45.62%
   Calculating edge similarities for 835 edges... 45.74%
   Calculating edge similarities for 835 edges... 45.86%
   Calculating edge similarities for 835 edges... 45.98%
   Calculating edge similarities for 835 edges... 46.10%
   Calculating edge similarities for 835 edges... 46.22%
   Calculating edge similarities for 835 edges... 46.34%
   Calculating edge similarities for 835 edges... 46.46%
   Calculating edge similarities for 835 edges... 46.58%
   Calculating edge similarities for 835 edges... 46.70%
   Calculating edge similarities for 835 edges... 46.82%
   Calculating edge similarities for 835 edges... 46.94%
   Calculating edge similarities for 835 edges... 47.06%
   Calculating edge similarities for 835 edges... 47.18%
   Calculating edge similarities for 835 edges... 47.30%
   Calculating edge similarities for 835 edges... 47.42%
   Calculating edge similarities for 835 edges... 47.54%
   Calculating edge similarities for 835 edges... 47.66%
   Calculating edge similarities for 835 edges... 47.78%
   Calculating edge similarities for 835 edges... 47.90%
   Calculating edge similarities for 835 edges... 48.02%
   Calculating edge similarities for 835 edges... 48.14%
   Calculating edge similarities for 835 edges... 48.26%
   Calculating edge similarities for 835 edges... 48.38%
   Calculating edge similarities for 835 edges... 48.50%
   Calculating edge similarities for 835 edges... 48.62%
   Calculating edge similarities for 835 edges... 48.74%
   Calculating edge similarities for 835 edges... 48.86%
   Calculating edge similarities for 835 edges... 48.98%
   Calculating edge similarities for 835 edges... 49.10%
   Calculating edge similarities for 835 edges... 49.22%
   Calculating edge similarities for 835 edges... 49.34%
   Calculating edge similarities for 835 edges... 49.46%
   Calculating edge similarities for 835 edges... 49.58%
   Calculating edge similarities for 835 edges... 49.70%
   Calculating edge similarities for 835 edges... 49.82%
   Calculating edge similarities for 835 edges... 49.94%
   Calculating edge similarities for 835 edges... 50.06%
   Calculating edge similarities for 835 edges... 50.18%
   Calculating edge similarities for 835 edges... 50.30%
   Calculating edge similarities for 835 edges... 50.42%
   Calculating edge similarities for 835 edges... 50.54%
   Calculating edge similarities for 835 edges... 50.66%
   Calculating edge similarities for 835 edges... 50.78%
   Calculating edge similarities for 835 edges... 50.90%
   Calculating edge similarities for 835 edges... 51.02%
   Calculating edge similarities for 835 edges... 51.14%
   Calculating edge similarities for 835 edges... 51.26%
   Calculating edge similarities for 835 edges... 51.38%
   Calculating edge similarities for 835 edges... 51.50%
   Calculating edge similarities for 835 edges... 51.62%
   Calculating edge similarities for 835 edges... 51.74%
   Calculating edge similarities for 835 edges... 51.86%
   Calculating edge similarities for 835 edges... 51.98%
   Calculating edge similarities for 835 edges... 52.10%
   Calculating edge similarities for 835 edges... 52.22%
   Calculating edge similarities for 835 edges... 52.34%
   Calculating edge similarities for 835 edges... 52.46%
   Calculating edge similarities for 835 edges... 52.58%
   Calculating edge similarities for 835 edges... 52.70%
   Calculating edge similarities for 835 edges... 52.82%
   Calculating edge similarities for 835 edges... 52.94%
   Calculating edge similarities for 835 edges... 53.06%
   Calculating edge similarities for 835 edges... 53.18%
   Calculating edge similarities for 835 edges... 53.30%
   Calculating edge similarities for 835 edges... 53.42%
   Calculating edge similarities for 835 edges... 53.54%
   Calculating edge similarities for 835 edges... 53.66%
   Calculating edge similarities for 835 edges... 53.78%
   Calculating edge similarities for 835 edges... 53.90%
   Calculating edge similarities for 835 edges... 54.02%
   Calculating edge similarities for 835 edges... 54.14%
   Calculating edge similarities for 835 edges... 54.26%
   Calculating edge similarities for 835 edges... 54.38%
   Calculating edge similarities for 835 edges... 54.50%
   Calculating edge similarities for 835 edges... 54.62%
   Calculating edge similarities for 835 edges... 54.74%
   Calculating edge similarities for 835 edges... 54.86%
   Calculating edge similarities for 835 edges... 54.98%
   Calculating edge similarities for 835 edges... 55.10%
   Calculating edge similarities for 835 edges... 55.22%
   Calculating edge similarities for 835 edges... 55.34%
   Calculating edge similarities for 835 edges... 55.46%
   Calculating edge similarities for 835 edges... 55.58%
   Calculating edge similarities for 835 edges... 55.70%
   Calculating edge similarities for 835 edges... 55.82%
   Calculating edge similarities for 835 edges... 55.94%
   Calculating edge similarities for 835 edges... 56.06%
   Calculating edge similarities for 835 edges... 56.18%
   Calculating edge similarities for 835 edges... 56.30%
   Calculating edge similarities for 835 edges... 56.42%
   Calculating edge similarities for 835 edges... 56.54%
   Calculating edge similarities for 835 edges... 56.66%
   Calculating edge similarities for 835 edges... 56.78%
   Calculating edge similarities for 835 edges... 56.90%
   Calculating edge similarities for 835 edges... 57.02%
   Calculating edge similarities for 835 edges... 57.14%
   Calculating edge similarities for 835 edges... 57.26%
   Calculating edge similarities for 835 edges... 57.38%
   Calculating edge similarities for 835 edges... 57.50%
   Calculating edge similarities for 835 edges... 57.62%
   Calculating edge similarities for 835 edges... 57.74%
   Calculating edge similarities for 835 edges... 57.86%
   Calculating edge similarities for 835 edges... 57.98%
   Calculating edge similarities for 835 edges... 58.10%
   Calculating edge similarities for 835 edges... 58.22%
   Calculating edge similarities for 835 edges... 58.34%
   Calculating edge similarities for 835 edges... 58.46%
   Calculating edge similarities for 835 edges... 58.58%
   Calculating edge similarities for 835 edges... 58.70%
   Calculating edge similarities for 835 edges... 58.82%
   Calculating edge similarities for 835 edges... 58.94%
   Calculating edge similarities for 835 edges... 59.06%
   Calculating edge similarities for 835 edges... 59.18%
   Calculating edge similarities for 835 edges... 59.30%
   Calculating edge similarities for 835 edges... 59.42%
   Calculating edge similarities for 835 edges... 59.54%
   Calculating edge similarities for 835 edges... 59.66%
   Calculating edge similarities for 835 edges... 59.78%
   Calculating edge similarities for 835 edges... 59.90%
   Calculating edge similarities for 835 edges... 60.02%
   Calculating edge similarities for 835 edges... 60.14%
   Calculating edge similarities for 835 edges... 60.26%
   Calculating edge similarities for 835 edges... 60.38%
   Calculating edge similarities for 835 edges... 60.50%
   Calculating edge similarities for 835 edges... 60.62%
   Calculating edge similarities for 835 edges... 60.74%
   Calculating edge similarities for 835 edges... 60.86%
   Calculating edge similarities for 835 edges... 60.98%
   Calculating edge similarities for 835 edges... 61.10%
   Calculating edge similarities for 835 edges... 61.22%
   Calculating edge similarities for 835 edges... 61.34%
   Calculating edge similarities for 835 edges... 61.46%
   Calculating edge similarities for 835 edges... 61.58%
   Calculating edge similarities for 835 edges... 61.70%
   Calculating edge similarities for 835 edges... 61.82%
   Calculating edge similarities for 835 edges... 61.94%
   Calculating edge similarities for 835 edges... 62.06%
   Calculating edge similarities for 835 edges... 62.18%
   Calculating edge similarities for 835 edges... 62.30%
   Calculating edge similarities for 835 edges... 62.42%
   Calculating edge similarities for 835 edges... 62.55%
   Calculating edge similarities for 835 edges... 62.67%
   Calculating edge similarities for 835 edges... 62.79%
   Calculating edge similarities for 835 edges... 62.91%
   Calculating edge similarities for 835 edges... 63.03%
   Calculating edge similarities for 835 edges... 63.15%
   Calculating edge similarities for 835 edges... 63.27%
   Calculating edge similarities for 835 edges... 63.39%
   Calculating edge similarities for 835 edges... 63.51%
   Calculating edge similarities for 835 edges... 63.63%
   Calculating edge similarities for 835 edges... 63.75%
   Calculating edge similarities for 835 edges... 63.87%
   Calculating edge similarities for 835 edges... 63.99%
   Calculating edge similarities for 835 edges... 64.11%
   Calculating edge similarities for 835 edges... 64.23%
   Calculating edge similarities for 835 edges... 64.35%
   Calculating edge similarities for 835 edges... 64.47%
   Calculating edge similarities for 835 edges... 64.59%
   Calculating edge similarities for 835 edges... 64.71%
   Calculating edge similarities for 835 edges... 64.83%
   Calculating edge similarities for 835 edges... 64.95%
   Calculating edge similarities for 835 edges... 65.07%
   Calculating edge similarities for 835 edges... 65.19%
   Calculating edge similarities for 835 edges... 65.31%
   Calculating edge similarities for 835 edges... 65.43%
   Calculating edge similarities for 835 edges... 65.55%
   Calculating edge similarities for 835 edges... 65.67%
   Calculating edge similarities for 835 edges... 65.79%
   Calculating edge similarities for 835 edges... 65.91%
   Calculating edge similarities for 835 edges... 66.03%
   Calculating edge similarities for 835 edges... 66.15%
   Calculating edge similarities for 835 edges... 66.27%
   Calculating edge similarities for 835 edges... 66.39%
   Calculating edge similarities for 835 edges... 66.51%
   Calculating edge similarities for 835 edges... 66.63%
   Calculating edge similarities for 835 edges... 66.75%
   Calculating edge similarities for 835 edges... 66.87%
   Calculating edge similarities for 835 edges... 66.99%
   Calculating edge similarities for 835 edges... 67.11%
   Calculating edge similarities for 835 edges... 67.23%
   Calculating edge similarities for 835 edges... 67.35%
   Calculating edge similarities for 835 edges... 67.47%
   Calculating edge similarities for 835 edges... 67.59%
   Calculating edge similarities for 835 edges... 67.71%
   Calculating edge similarities for 835 edges... 67.83%
   Calculating edge similarities for 835 edges... 67.95%
   Calculating edge similarities for 835 edges... 68.07%
   Calculating edge similarities for 835 edges... 68.19%
   Calculating edge similarities for 835 edges... 68.31%
   Calculating edge similarities for 835 edges... 68.43%
   Calculating edge similarities for 835 edges... 68.55%
   Calculating edge similarities for 835 edges... 68.67%
   Calculating edge similarities for 835 edges... 68.79%
   Calculating edge similarities for 835 edges... 68.91%
   Calculating edge similarities for 835 edges... 69.03%
   Calculating edge similarities for 835 edges... 69.15%
   Calculating edge similarities for 835 edges... 69.27%
   Calculating edge similarities for 835 edges... 69.39%
   Calculating edge similarities for 835 edges... 69.51%
   Calculating edge similarities for 835 edges... 69.63%
   Calculating edge similarities for 835 edges... 69.75%
   Calculating edge similarities for 835 edges... 69.87%
   Calculating edge similarities for 835 edges... 69.99%
   Calculating edge similarities for 835 edges... 70.11%
   Calculating edge similarities for 835 edges... 70.23%
   Calculating edge similarities for 835 edges... 70.35%
   Calculating edge similarities for 835 edges... 70.47%
   Calculating edge similarities for 835 edges... 70.59%
   Calculating edge similarities for 835 edges... 70.71%
   Calculating edge similarities for 835 edges... 70.83%
   Calculating edge similarities for 835 edges... 70.95%
   Calculating edge similarities for 835 edges... 71.07%
   Calculating edge similarities for 835 edges... 71.19%
   Calculating edge similarities for 835 edges... 71.31%
   Calculating edge similarities for 835 edges... 71.43%
   Calculating edge similarities for 835 edges... 71.55%
   Calculating edge similarities for 835 edges... 71.67%
   Calculating edge similarities for 835 edges... 71.79%
   Calculating edge similarities for 835 edges... 71.91%
   Calculating edge similarities for 835 edges... 72.03%
   Calculating edge similarities for 835 edges... 72.15%
   Calculating edge similarities for 835 edges... 72.27%
   Calculating edge similarities for 835 edges... 72.39%
   Calculating edge similarities for 835 edges... 72.51%
   Calculating edge similarities for 835 edges... 72.63%
   Calculating edge similarities for 835 edges... 72.75%
   Calculating edge similarities for 835 edges... 72.87%
   Calculating edge similarities for 835 edges... 72.99%
   Calculating edge similarities for 835 edges... 73.11%
   Calculating edge similarities for 835 edges... 73.23%
   Calculating edge similarities for 835 edges... 73.35%
   Calculating edge similarities for 835 edges... 73.47%
   Calculating edge similarities for 835 edges... 73.59%
   Calculating edge similarities for 835 edges... 73.71%
   Calculating edge similarities for 835 edges... 73.83%
   Calculating edge similarities for 835 edges... 73.95%
   Calculating edge similarities for 835 edges... 74.07%
   Calculating edge similarities for 835 edges... 74.19%
   Calculating edge similarities for 835 edges... 74.31%
   Calculating edge similarities for 835 edges... 74.43%
   Calculating edge similarities for 835 edges... 74.55%
   Calculating edge similarities for 835 edges... 74.67%
   Calculating edge similarities for 835 edges... 74.79%
   Calculating edge similarities for 835 edges... 74.91%
   Calculating edge similarities for 835 edges... 75.03%
   Calculating edge similarities for 835 edges... 75.15%
   Calculating edge similarities for 835 edges... 75.27%
   Calculating edge similarities for 835 edges... 75.39%
   Calculating edge similarities for 835 edges... 75.51%
   Calculating edge similarities for 835 edges... 75.63%
   Calculating edge similarities for 835 edges... 75.75%
   Calculating edge similarities for 835 edges... 75.87%
   Calculating edge similarities for 835 edges... 75.99%
   Calculating edge similarities for 835 edges... 76.11%
   Calculating edge similarities for 835 edges... 76.23%
   Calculating edge similarities for 835 edges... 76.35%
   Calculating edge similarities for 835 edges... 76.47%
   Calculating edge similarities for 835 edges... 76.59%
   Calculating edge similarities for 835 edges... 76.71%
   Calculating edge similarities for 835 edges... 76.83%
   Calculating edge similarities for 835 edges... 76.95%
   Calculating edge similarities for 835 edges... 77.07%
   Calculating edge similarities for 835 edges... 77.19%
   Calculating edge similarities for 835 edges... 77.31%
   Calculating edge similarities for 835 edges... 77.43%
   Calculating edge similarities for 835 edges... 77.55%
   Calculating edge similarities for 835 edges... 77.67%
   Calculating edge similarities for 835 edges... 77.79%
   Calculating edge similarities for 835 edges... 77.91%
   Calculating edge similarities for 835 edges... 78.03%
   Calculating edge similarities for 835 edges... 78.15%
   Calculating edge similarities for 835 edges... 78.27%
   Calculating edge similarities for 835 edges... 78.39%
   Calculating edge similarities for 835 edges... 78.51%
   Calculating edge similarities for 835 edges... 78.63%
   Calculating edge similarities for 835 edges... 78.75%
   Calculating edge similarities for 835 edges... 78.87%
   Calculating edge similarities for 835 edges... 78.99%
   Calculating edge similarities for 835 edges... 79.11%
   Calculating edge similarities for 835 edges... 79.23%
   Calculating edge similarities for 835 edges... 79.35%
   Calculating edge similarities for 835 edges... 79.47%
   Calculating edge similarities for 835 edges... 79.59%
   Calculating edge similarities for 835 edges... 79.71%
   Calculating edge similarities for 835 edges... 79.83%
   Calculating edge similarities for 835 edges... 79.95%
   Calculating edge similarities for 835 edges... 80.07%
   Calculating edge similarities for 835 edges... 80.19%
   Calculating edge similarities for 835 edges... 80.31%
   Calculating edge similarities for 835 edges... 80.43%
   Calculating edge similarities for 835 edges... 80.55%
   Calculating edge similarities for 835 edges... 80.67%
   Calculating edge similarities for 835 edges... 80.79%
   Calculating edge similarities for 835 edges... 80.91%
   Calculating edge similarities for 835 edges... 81.03%
   Calculating edge similarities for 835 edges... 81.15%
   Calculating edge similarities for 835 edges... 81.27%
   Calculating edge similarities for 835 edges... 81.39%
   Calculating edge similarities for 835 edges... 81.51%
   Calculating edge similarities for 835 edges... 81.63%
   Calculating edge similarities for 835 edges... 81.75%
   Calculating edge similarities for 835 edges... 81.87%
   Calculating edge similarities for 835 edges... 81.99%
   Calculating edge similarities for 835 edges... 82.11%
   Calculating edge similarities for 835 edges... 82.23%
   Calculating edge similarities for 835 edges... 82.35%
   Calculating edge similarities for 835 edges... 82.47%
   Calculating edge similarities for 835 edges... 82.59%
   Calculating edge similarities for 835 edges... 82.71%
   Calculating edge similarities for 835 edges... 82.83%
   Calculating edge similarities for 835 edges... 82.95%
   Calculating edge similarities for 835 edges... 83.07%
   Calculating edge similarities for 835 edges... 83.19%
   Calculating edge similarities for 835 edges... 83.31%
   Calculating edge similarities for 835 edges... 83.43%
   Calculating edge similarities for 835 edges... 83.55%
   Calculating edge similarities for 835 edges... 83.67%
   Calculating edge similarities for 835 edges... 83.79%
   Calculating edge similarities for 835 edges... 83.91%
   Calculating edge similarities for 835 edges... 84.03%
   Calculating edge similarities for 835 edges... 84.15%
   Calculating edge similarities for 835 edges... 84.27%
   Calculating edge similarities for 835 edges... 84.39%
   Calculating edge similarities for 835 edges... 84.51%
   Calculating edge similarities for 835 edges... 84.63%
   Calculating edge similarities for 835 edges... 84.75%
   Calculating edge similarities for 835 edges... 84.87%
   Calculating edge similarities for 835 edges... 84.99%
   Calculating edge similarities for 835 edges... 85.11%
   Calculating edge similarities for 835 edges... 85.23%
   Calculating edge similarities for 835 edges... 85.35%
   Calculating edge similarities for 835 edges... 85.47%
   Calculating edge similarities for 835 edges... 85.59%
   Calculating edge similarities for 835 edges... 85.71%
   Calculating edge similarities for 835 edges... 85.83%
   Calculating edge similarities for 835 edges... 85.95%
   Calculating edge similarities for 835 edges... 86.07%
   Calculating edge similarities for 835 edges... 86.19%
   Calculating edge similarities for 835 edges... 86.31%
   Calculating edge similarities for 835 edges... 86.43%
   Calculating edge similarities for 835 edges... 86.55%
   Calculating edge similarities for 835 edges... 86.67%
   Calculating edge similarities for 835 edges... 86.79%
   Calculating edge similarities for 835 edges... 86.91%
   Calculating edge similarities for 835 edges... 87.03%
   Calculating edge similarities for 835 edges... 87.15%
   Calculating edge similarities for 835 edges... 87.27%
   Calculating edge similarities for 835 edges... 87.39%
   Calculating edge similarities for 835 edges... 87.52%
   Calculating edge similarities for 835 edges... 87.64%
   Calculating edge similarities for 835 edges... 87.76%
   Calculating edge similarities for 835 edges... 87.88%
   Calculating edge similarities for 835 edges... 88.00%
   Calculating edge similarities for 835 edges... 88.12%
   Calculating edge similarities for 835 edges... 88.24%
   Calculating edge similarities for 835 edges... 88.36%
   Calculating edge similarities for 835 edges... 88.48%
   Calculating edge similarities for 835 edges... 88.60%
   Calculating edge similarities for 835 edges... 88.72%
   Calculating edge similarities for 835 edges... 88.84%
   Calculating edge similarities for 835 edges... 88.96%
   Calculating edge similarities for 835 edges... 89.08%
   Calculating edge similarities for 835 edges... 89.20%
   Calculating edge similarities for 835 edges... 89.32%
   Calculating edge similarities for 835 edges... 89.44%
   Calculating edge similarities for 835 edges... 89.56%
   Calculating edge similarities for 835 edges... 89.68%
   Calculating edge similarities for 835 edges... 89.80%
   Calculating edge similarities for 835 edges... 89.92%
   Calculating edge similarities for 835 edges... 90.04%
   Calculating edge similarities for 835 edges... 90.16%
   Calculating edge similarities for 835 edges... 90.28%
   Calculating edge similarities for 835 edges... 90.40%
   Calculating edge similarities for 835 edges... 90.52%
   Calculating edge similarities for 835 edges... 90.64%
   Calculating edge similarities for 835 edges... 90.76%
   Calculating edge similarities for 835 edges... 90.88%
   Calculating edge similarities for 835 edges... 91.00%
   Calculating edge similarities for 835 edges... 91.12%
   Calculating edge similarities for 835 edges... 91.24%
   Calculating edge similarities for 835 edges... 91.36%
   Calculating edge similarities for 835 edges... 91.48%
   Calculating edge similarities for 835 edges... 91.60%
   Calculating edge similarities for 835 edges... 91.72%
   Calculating edge similarities for 835 edges... 91.84%
   Calculating edge similarities for 835 edges... 91.96%
   Calculating edge similarities for 835 edges... 92.08%
   Calculating edge similarities for 835 edges... 92.20%
   Calculating edge similarities for 835 edges... 92.32%
   Calculating edge similarities for 835 edges... 92.44%
   Calculating edge similarities for 835 edges... 92.56%
   Calculating edge similarities for 835 edges... 92.68%
   Calculating edge similarities for 835 edges... 92.80%
   Calculating edge similarities for 835 edges... 92.92%
   Calculating edge similarities for 835 edges... 93.04%
   Calculating edge similarities for 835 edges... 93.16%
   Calculating edge similarities for 835 edges... 93.28%
   Calculating edge similarities for 835 edges... 93.40%
   Calculating edge similarities for 835 edges... 93.52%
   Calculating edge similarities for 835 edges... 93.64%
   Calculating edge similarities for 835 edges... 93.76%
   Calculating edge similarities for 835 edges... 93.88%
   Calculating edge similarities for 835 edges... 94.00%
   Calculating edge similarities for 835 edges... 94.12%
   Calculating edge similarities for 835 edges... 94.24%
   Calculating edge similarities for 835 edges... 94.36%
   Calculating edge similarities for 835 edges... 94.48%
   Calculating edge similarities for 835 edges... 94.60%
   Calculating edge similarities for 835 edges... 94.72%
   Calculating edge similarities for 835 edges... 94.84%
   Calculating edge similarities for 835 edges... 94.96%
   Calculating edge similarities for 835 edges... 95.08%
   Calculating edge similarities for 835 edges... 95.20%
   Calculating edge similarities for 835 edges... 95.32%
   Calculating edge similarities for 835 edges... 95.44%
   Calculating edge similarities for 835 edges... 95.56%
   Calculating edge similarities for 835 edges... 95.68%
   Calculating edge similarities for 835 edges... 95.80%
   Calculating edge similarities for 835 edges... 95.92%
   Calculating edge similarities for 835 edges... 96.04%
   Calculating edge similarities for 835 edges... 96.16%
   Calculating edge similarities for 835 edges... 96.28%
   Calculating edge similarities for 835 edges... 96.40%
   Calculating edge similarities for 835 edges... 96.52%
   Calculating edge similarities for 835 edges... 96.64%
   Calculating edge similarities for 835 edges... 96.76%
   Calculating edge similarities for 835 edges... 96.88%
   Calculating edge similarities for 835 edges... 97.00%
   Calculating edge similarities for 835 edges... 97.12%
   Calculating edge similarities for 835 edges... 97.24%
   Calculating edge similarities for 835 edges... 97.36%
   Calculating edge similarities for 835 edges... 97.48%
   Calculating edge similarities for 835 edges... 97.60%
   Calculating edge similarities for 835 edges... 97.72%
   Calculating edge similarities for 835 edges... 97.84%
   Calculating edge similarities for 835 edges... 97.96%
   Calculating edge similarities for 835 edges... 98.08%
   Calculating edge similarities for 835 edges... 98.20%
   Calculating edge similarities for 835 edges... 98.32%
   Calculating edge similarities for 835 edges... 98.44%
   Calculating edge similarities for 835 edges... 98.56%
   Calculating edge similarities for 835 edges... 98.68%
   Calculating edge similarities for 835 edges... 98.80%
   Calculating edge similarities for 835 edges... 98.92%
   Calculating edge similarities for 835 edges... 99.04%
   Calculating edge similarities for 835 edges... 99.16%
   Calculating edge similarities for 835 edges... 99.28%
   Calculating edge similarities for 835 edges... 99.40%
   Calculating edge similarities for 835 edges... 99.52%
   Calculating edge similarities for 835 edges... 99.64%
   Calculating edge similarities for 835 edges... 99.76%
   Calculating edge similarities for 835 edges... 99.88%
   Calculating edge similarities for 835 edges... 100.00%
#>    Hierarchical clustering of edges...
#> 
   Calculating link densities... 0.00%
   Calculating link densities... 0.12%
   Calculating link densities... 0.24%
   Calculating link densities... 0.36%
   Calculating link densities... 0.48%
   Calculating link densities... 0.60%
   Calculating link densities... 0.72%
   Calculating link densities... 0.84%
   Calculating link densities... 0.96%
   Calculating link densities... 1.08%
   Calculating link densities... 1.20%
   Calculating link densities... 1.32%
   Calculating link densities... 1.44%
   Calculating link densities... 1.56%
   Calculating link densities... 1.68%
   Calculating link densities... 1.80%
   Calculating link densities... 1.92%
   Calculating link densities... 2.04%
   Calculating link densities... 2.16%
   Calculating link densities... 2.28%
   Calculating link densities... 2.40%
   Calculating link densities... 2.52%
   Calculating link densities... 2.64%
   Calculating link densities... 2.76%
   Calculating link densities... 2.88%
   Calculating link densities... 3.00%
   Calculating link densities... 3.12%
   Calculating link densities... 3.24%
   Calculating link densities... 3.36%
   Calculating link densities... 3.48%
   Calculating link densities... 3.60%
   Calculating link densities... 3.72%
   Calculating link densities... 3.84%
   Calculating link densities... 3.96%
   Calculating link densities... 4.08%
   Calculating link densities... 4.20%
   Calculating link densities... 4.32%
   Calculating link densities... 4.44%
   Calculating link densities... 4.56%
   Calculating link densities... 4.68%
   Calculating link densities... 4.80%
   Calculating link densities... 4.92%
   Calculating link densities... 5.04%
   Calculating link densities... 5.16%
   Calculating link densities... 5.28%
   Calculating link densities... 5.40%
   Calculating link densities... 5.52%
   Calculating link densities... 5.64%
   Calculating link densities... 5.76%
   Calculating link densities... 5.88%
   Calculating link densities... 6.00%
   Calculating link densities... 6.12%
   Calculating link densities... 6.24%
   Calculating link densities... 6.36%
   Calculating link densities... 6.48%
   Calculating link densities... 6.60%
   Calculating link densities... 6.72%
   Calculating link densities... 6.84%
   Calculating link densities... 6.96%
   Calculating link densities... 7.08%
   Calculating link densities... 7.20%
   Calculating link densities... 7.32%
   Calculating link densities... 7.44%
   Calculating link densities... 7.56%
   Calculating link densities... 7.68%
   Calculating link densities... 7.80%
   Calculating link densities... 7.92%
   Calculating link densities... 8.04%
   Calculating link densities... 8.16%
   Calculating link densities... 8.28%
   Calculating link densities... 8.40%
   Calculating link densities... 8.52%
   Calculating link densities... 8.64%
   Calculating link densities... 8.76%
   Calculating link densities... 8.88%
   Calculating link densities... 9.00%
   Calculating link densities... 9.12%
   Calculating link densities... 9.24%
   Calculating link densities... 9.36%
   Calculating link densities... 9.48%
   Calculating link densities... 9.60%
   Calculating link densities... 9.72%
   Calculating link densities... 9.84%
   Calculating link densities... 9.96%
   Calculating link densities... 10.08%
   Calculating link densities... 10.20%
   Calculating link densities... 10.32%
   Calculating link densities... 10.44%
   Calculating link densities... 10.56%
   Calculating link densities... 10.68%
   Calculating link densities... 10.80%
   Calculating link densities... 10.92%
   Calculating link densities... 11.04%
   Calculating link densities... 11.16%
   Calculating link densities... 11.28%
   Calculating link densities... 11.40%
   Calculating link densities... 11.52%
   Calculating link densities... 11.64%
   Calculating link densities... 11.76%
   Calculating link densities... 11.88%
   Calculating link densities... 12.00%
   Calculating link densities... 12.12%
   Calculating link densities... 12.24%
   Calculating link densities... 12.36%
   Calculating link densities... 12.48%
   Calculating link densities... 12.61%
   Calculating link densities... 12.73%
   Calculating link densities... 12.85%
   Calculating link densities... 12.97%
   Calculating link densities... 13.09%
   Calculating link densities... 13.21%
   Calculating link densities... 13.33%
   Calculating link densities... 13.45%
   Calculating link densities... 13.57%
   Calculating link densities... 13.69%
   Calculating link densities... 13.81%
   Calculating link densities... 13.93%
   Calculating link densities... 14.05%
   Calculating link densities... 14.17%
   Calculating link densities... 14.29%
   Calculating link densities... 14.41%
   Calculating link densities... 14.53%
   Calculating link densities... 14.65%
   Calculating link densities... 14.77%
   Calculating link densities... 14.89%
   Calculating link densities... 15.01%
   Calculating link densities... 15.13%
   Calculating link densities... 15.25%
   Calculating link densities... 15.37%
   Calculating link densities... 15.49%
   Calculating link densities... 15.61%
   Calculating link densities... 15.73%
   Calculating link densities... 15.85%
   Calculating link densities... 15.97%
   Calculating link densities... 16.09%
   Calculating link densities... 16.21%
   Calculating link densities... 16.33%
   Calculating link densities... 16.45%
   Calculating link densities... 16.57%
   Calculating link densities... 16.69%
   Calculating link densities... 16.81%
   Calculating link densities... 16.93%
   Calculating link densities... 17.05%
   Calculating link densities... 17.17%
   Calculating link densities... 17.29%
   Calculating link densities... 17.41%
   Calculating link densities... 17.53%
   Calculating link densities... 17.65%
   Calculating link densities... 17.77%
   Calculating link densities... 17.89%
   Calculating link densities... 18.01%
   Calculating link densities... 18.13%
   Calculating link densities... 18.25%
   Calculating link densities... 18.37%
   Calculating link densities... 18.49%
   Calculating link densities... 18.61%
   Calculating link densities... 18.73%
   Calculating link densities... 18.85%
   Calculating link densities... 18.97%
   Calculating link densities... 19.09%
   Calculating link densities... 19.21%
   Calculating link densities... 19.33%
   Calculating link densities... 19.45%
   Calculating link densities... 19.57%
   Calculating link densities... 19.69%
   Calculating link densities... 19.81%
   Calculating link densities... 19.93%
   Calculating link densities... 20.05%
   Calculating link densities... 20.17%
   Calculating link densities... 20.29%
   Calculating link densities... 20.41%
   Calculating link densities... 20.53%
   Calculating link densities... 20.65%
   Calculating link densities... 20.77%
   Calculating link densities... 20.89%
   Calculating link densities... 21.01%
   Calculating link densities... 21.13%
   Calculating link densities... 21.25%
   Calculating link densities... 21.37%
   Calculating link densities... 21.49%
   Calculating link densities... 21.61%
   Calculating link densities... 21.73%
   Calculating link densities... 21.85%
   Calculating link densities... 21.97%
   Calculating link densities... 22.09%
   Calculating link densities... 22.21%
   Calculating link densities... 22.33%
   Calculating link densities... 22.45%
   Calculating link densities... 22.57%
   Calculating link densities... 22.69%
   Calculating link densities... 22.81%
   Calculating link densities... 22.93%
   Calculating link densities... 23.05%
   Calculating link densities... 23.17%
   Calculating link densities... 23.29%
   Calculating link densities... 23.41%
   Calculating link densities... 23.53%
   Calculating link densities... 23.65%
   Calculating link densities... 23.77%
   Calculating link densities... 23.89%
   Calculating link densities... 24.01%
   Calculating link densities... 24.13%
   Calculating link densities... 24.25%
   Calculating link densities... 24.37%
   Calculating link densities... 24.49%
   Calculating link densities... 24.61%
   Calculating link densities... 24.73%
   Calculating link densities... 24.85%
   Calculating link densities... 24.97%
   Calculating link densities... 25.09%
   Calculating link densities... 25.21%
   Calculating link densities... 25.33%
   Calculating link densities... 25.45%
   Calculating link densities... 25.57%
   Calculating link densities... 25.69%
   Calculating link densities... 25.81%
   Calculating link densities... 25.93%
   Calculating link densities... 26.05%
   Calculating link densities... 26.17%
   Calculating link densities... 26.29%
   Calculating link densities... 26.41%
   Calculating link densities... 26.53%
   Calculating link densities... 26.65%
   Calculating link densities... 26.77%
   Calculating link densities... 26.89%
   Calculating link densities... 27.01%
   Calculating link densities... 27.13%
   Calculating link densities... 27.25%
   Calculating link densities... 27.37%
   Calculating link densities... 27.49%
   Calculating link densities... 27.61%
   Calculating link densities... 27.73%
   Calculating link densities... 27.85%
   Calculating link densities... 27.97%
   Calculating link densities... 28.09%
   Calculating link densities... 28.21%
   Calculating link densities... 28.33%
   Calculating link densities... 28.45%
   Calculating link densities... 28.57%
   Calculating link densities... 28.69%
   Calculating link densities... 28.81%
   Calculating link densities... 28.93%
   Calculating link densities... 29.05%
   Calculating link densities... 29.17%
   Calculating link densities... 29.29%
   Calculating link densities... 29.41%
   Calculating link densities... 29.53%
   Calculating link densities... 29.65%
   Calculating link densities... 29.77%
   Calculating link densities... 29.89%
   Calculating link densities... 30.01%
   Calculating link densities... 30.13%
   Calculating link densities... 30.25%
   Calculating link densities... 30.37%
   Calculating link densities... 30.49%
   Calculating link densities... 30.61%
   Calculating link densities... 30.73%
   Calculating link densities... 30.85%
   Calculating link densities... 30.97%
   Calculating link densities... 31.09%
   Calculating link densities... 31.21%
   Calculating link densities... 31.33%
   Calculating link densities... 31.45%
   Calculating link densities... 31.57%
   Calculating link densities... 31.69%
   Calculating link densities... 31.81%
   Calculating link densities... 31.93%
   Calculating link densities... 32.05%
   Calculating link densities... 32.17%
   Calculating link densities... 32.29%
   Calculating link densities... 32.41%
   Calculating link densities... 32.53%
   Calculating link densities... 32.65%
   Calculating link densities... 32.77%
   Calculating link densities... 32.89%
   Calculating link densities... 33.01%
   Calculating link densities... 33.13%
   Calculating link densities... 33.25%
   Calculating link densities... 33.37%
   Calculating link densities... 33.49%
   Calculating link densities... 33.61%
   Calculating link densities... 33.73%
   Calculating link densities... 33.85%
   Calculating link densities... 33.97%
   Calculating link densities... 34.09%
   Calculating link densities... 34.21%
   Calculating link densities... 34.33%
   Calculating link densities... 34.45%
   Calculating link densities... 34.57%
   Calculating link densities... 34.69%
   Calculating link densities... 34.81%
   Calculating link densities... 34.93%
   Calculating link densities... 35.05%
   Calculating link densities... 35.17%
   Calculating link densities... 35.29%
   Calculating link densities... 35.41%
   Calculating link densities... 35.53%
   Calculating link densities... 35.65%
   Calculating link densities... 35.77%
   Calculating link densities... 35.89%
   Calculating link densities... 36.01%
   Calculating link densities... 36.13%
   Calculating link densities... 36.25%
   Calculating link densities... 36.37%
   Calculating link densities... 36.49%
   Calculating link densities... 36.61%
   Calculating link densities... 36.73%
   Calculating link densities... 36.85%
   Calculating link densities... 36.97%
   Calculating link densities... 37.09%
   Calculating link densities... 37.21%
   Calculating link densities... 37.33%
   Calculating link densities... 37.45%
   Calculating link densities... 37.58%
   Calculating link densities... 37.70%
   Calculating link densities... 37.82%
   Calculating link densities... 37.94%
   Calculating link densities... 38.06%
   Calculating link densities... 38.18%
   Calculating link densities... 38.30%
   Calculating link densities... 38.42%
   Calculating link densities... 38.54%
   Calculating link densities... 38.66%
   Calculating link densities... 38.78%
   Calculating link densities... 38.90%
   Calculating link densities... 39.02%
   Calculating link densities... 39.14%
   Calculating link densities... 39.26%
   Calculating link densities... 39.38%
   Calculating link densities... 39.50%
   Calculating link densities... 39.62%
   Calculating link densities... 39.74%
   Calculating link densities... 39.86%
   Calculating link densities... 39.98%
   Calculating link densities... 40.10%
   Calculating link densities... 40.22%
   Calculating link densities... 40.34%
   Calculating link densities... 40.46%
   Calculating link densities... 40.58%
   Calculating link densities... 40.70%
   Calculating link densities... 40.82%
   Calculating link densities... 40.94%
   Calculating link densities... 41.06%
   Calculating link densities... 41.18%
   Calculating link densities... 41.30%
   Calculating link densities... 41.42%
   Calculating link densities... 41.54%
   Calculating link densities... 41.66%
   Calculating link densities... 41.78%
   Calculating link densities... 41.90%
   Calculating link densities... 42.02%
   Calculating link densities... 42.14%
   Calculating link densities... 42.26%
   Calculating link densities... 42.38%
   Calculating link densities... 42.50%
   Calculating link densities... 42.62%
   Calculating link densities... 42.74%
   Calculating link densities... 42.86%
   Calculating link densities... 42.98%
   Calculating link densities... 43.10%
   Calculating link densities... 43.22%
   Calculating link densities... 43.34%
   Calculating link densities... 43.46%
   Calculating link densities... 43.58%
   Calculating link densities... 43.70%
   Calculating link densities... 43.82%
   Calculating link densities... 43.94%
   Calculating link densities... 44.06%
   Calculating link densities... 44.18%
   Calculating link densities... 44.30%
   Calculating link densities... 44.42%
   Calculating link densities... 44.54%
   Calculating link densities... 44.66%
   Calculating link densities... 44.78%
   Calculating link densities... 44.90%
   Calculating link densities... 45.02%
   Calculating link densities... 45.14%
   Calculating link densities... 45.26%
   Calculating link densities... 45.38%
   Calculating link densities... 45.50%
   Calculating link densities... 45.62%
   Calculating link densities... 45.74%
   Calculating link densities... 45.86%
   Calculating link densities... 45.98%
   Calculating link densities... 46.10%
   Calculating link densities... 46.22%
   Calculating link densities... 46.34%
   Calculating link densities... 46.46%
   Calculating link densities... 46.58%
   Calculating link densities... 46.70%
   Calculating link densities... 46.82%
   Calculating link densities... 46.94%
   Calculating link densities... 47.06%
   Calculating link densities... 47.18%
   Calculating link densities... 47.30%
   Calculating link densities... 47.42%
   Calculating link densities... 47.54%
   Calculating link densities... 47.66%
   Calculating link densities... 47.78%
   Calculating link densities... 47.90%
   Calculating link densities... 48.02%
   Calculating link densities... 48.14%
   Calculating link densities... 48.26%
   Calculating link densities... 48.38%
   Calculating link densities... 48.50%
   Calculating link densities... 48.62%
   Calculating link densities... 48.74%
   Calculating link densities... 48.86%
   Calculating link densities... 48.98%
   Calculating link densities... 49.10%
   Calculating link densities... 49.22%
   Calculating link densities... 49.34%
   Calculating link densities... 49.46%
   Calculating link densities... 49.58%
   Calculating link densities... 49.70%
   Calculating link densities... 49.82%
   Calculating link densities... 49.94%
   Calculating link densities... 50.06%
   Calculating link densities... 50.18%
   Calculating link densities... 50.30%
   Calculating link densities... 50.42%
   Calculating link densities... 50.54%
   Calculating link densities... 50.66%
   Calculating link densities... 50.78%
   Calculating link densities... 50.90%
   Calculating link densities... 51.02%
   Calculating link densities... 51.14%
   Calculating link densities... 51.26%
   Calculating link densities... 51.38%
   Calculating link densities... 51.50%
   Calculating link densities... 51.62%
   Calculating link densities... 51.74%
   Calculating link densities... 51.86%
   Calculating link densities... 51.98%
   Calculating link densities... 52.10%
   Calculating link densities... 52.22%
   Calculating link densities... 52.34%
   Calculating link densities... 52.46%
   Calculating link densities... 52.58%
   Calculating link densities... 52.70%
   Calculating link densities... 52.82%
   Calculating link densities... 52.94%
   Calculating link densities... 53.06%
   Calculating link densities... 53.18%
   Calculating link densities... 53.30%
   Calculating link densities... 53.42%
   Calculating link densities... 53.54%
   Calculating link densities... 53.66%
   Calculating link densities... 53.78%
   Calculating link densities... 53.90%
   Calculating link densities... 54.02%
   Calculating link densities... 54.14%
   Calculating link densities... 54.26%
   Calculating link densities... 54.38%
   Calculating link densities... 54.50%
   Calculating link densities... 54.62%
   Calculating link densities... 54.74%
   Calculating link densities... 54.86%
   Calculating link densities... 54.98%
   Calculating link densities... 55.10%
   Calculating link densities... 55.22%
   Calculating link densities... 55.34%
   Calculating link densities... 55.46%
   Calculating link densities... 55.58%
   Calculating link densities... 55.70%
   Calculating link densities... 55.82%
   Calculating link densities... 55.94%
   Calculating link densities... 56.06%
   Calculating link densities... 56.18%
   Calculating link densities... 56.30%
   Calculating link densities... 56.42%
   Calculating link densities... 56.54%
   Calculating link densities... 56.66%
   Calculating link densities... 56.78%
   Calculating link densities... 56.90%
   Calculating link densities... 57.02%
   Calculating link densities... 57.14%
   Calculating link densities... 57.26%
   Calculating link densities... 57.38%
   Calculating link densities... 57.50%
   Calculating link densities... 57.62%
   Calculating link densities... 57.74%
   Calculating link densities... 57.86%
   Calculating link densities... 57.98%
   Calculating link densities... 58.10%
   Calculating link densities... 58.22%
   Calculating link densities... 58.34%
   Calculating link densities... 58.46%
   Calculating link densities... 58.58%
   Calculating link densities... 58.70%
   Calculating link densities... 58.82%
   Calculating link densities... 58.94%
   Calculating link densities... 59.06%
   Calculating link densities... 59.18%
   Calculating link densities... 59.30%
   Calculating link densities... 59.42%
   Calculating link densities... 59.54%
   Calculating link densities... 59.66%
   Calculating link densities... 59.78%
   Calculating link densities... 59.90%
   Calculating link densities... 60.02%
   Calculating link densities... 60.14%
   Calculating link densities... 60.26%
   Calculating link densities... 60.38%
   Calculating link densities... 60.50%
   Calculating link densities... 60.62%
   Calculating link densities... 60.74%
   Calculating link densities... 60.86%
   Calculating link densities... 60.98%
   Calculating link densities... 61.10%
   Calculating link densities... 61.22%
   Calculating link densities... 61.34%
   Calculating link densities... 61.46%
   Calculating link densities... 61.58%
   Calculating link densities... 61.70%
   Calculating link densities... 61.82%
   Calculating link densities... 61.94%
   Calculating link densities... 62.06%
   Calculating link densities... 62.18%
   Calculating link densities... 62.30%
   Calculating link densities... 62.42%
   Calculating link densities... 62.55%
   Calculating link densities... 62.67%
   Calculating link densities... 62.79%
   Calculating link densities... 62.91%
   Calculating link densities... 63.03%
   Calculating link densities... 63.15%
   Calculating link densities... 63.27%
   Calculating link densities... 63.39%
   Calculating link densities... 63.51%
   Calculating link densities... 63.63%
   Calculating link densities... 63.75%
   Calculating link densities... 63.87%
   Calculating link densities... 63.99%
   Calculating link densities... 64.11%
   Calculating link densities... 64.23%
   Calculating link densities... 64.35%
   Calculating link densities... 64.47%
   Calculating link densities... 64.59%
   Calculating link densities... 64.71%
   Calculating link densities... 64.83%
   Calculating link densities... 64.95%
   Calculating link densities... 65.07%
   Calculating link densities... 65.19%
   Calculating link densities... 65.31%
   Calculating link densities... 65.43%
   Calculating link densities... 65.55%
   Calculating link densities... 65.67%
   Calculating link densities... 65.79%
   Calculating link densities... 65.91%
   Calculating link densities... 66.03%
   Calculating link densities... 66.15%
   Calculating link densities... 66.27%
   Calculating link densities... 66.39%
   Calculating link densities... 66.51%
   Calculating link densities... 66.63%
   Calculating link densities... 66.75%
   Calculating link densities... 66.87%
   Calculating link densities... 66.99%
   Calculating link densities... 67.11%
   Calculating link densities... 67.23%
   Calculating link densities... 67.35%
   Calculating link densities... 67.47%
   Calculating link densities... 67.59%
   Calculating link densities... 67.71%
   Calculating link densities... 67.83%
   Calculating link densities... 67.95%
   Calculating link densities... 68.07%
   Calculating link densities... 68.19%
   Calculating link densities... 68.31%
   Calculating link densities... 68.43%
   Calculating link densities... 68.55%
   Calculating link densities... 68.67%
   Calculating link densities... 68.79%
   Calculating link densities... 68.91%
   Calculating link densities... 69.03%
   Calculating link densities... 69.15%
   Calculating link densities... 69.27%
   Calculating link densities... 69.39%
   Calculating link densities... 69.51%
   Calculating link densities... 69.63%
   Calculating link densities... 69.75%
   Calculating link densities... 69.87%
   Calculating link densities... 69.99%
   Calculating link densities... 70.11%
   Calculating link densities... 70.23%
   Calculating link densities... 70.35%
   Calculating link densities... 70.47%
   Calculating link densities... 70.59%
   Calculating link densities... 70.71%
   Calculating link densities... 70.83%
   Calculating link densities... 70.95%
   Calculating link densities... 71.07%
   Calculating link densities... 71.19%
   Calculating link densities... 71.31%
   Calculating link densities... 71.43%
   Calculating link densities... 71.55%
   Calculating link densities... 71.67%
   Calculating link densities... 71.79%
   Calculating link densities... 71.91%
   Calculating link densities... 72.03%
   Calculating link densities... 72.15%
   Calculating link densities... 72.27%
   Calculating link densities... 72.39%
   Calculating link densities... 72.51%
   Calculating link densities... 72.63%
   Calculating link densities... 72.75%
   Calculating link densities... 72.87%
   Calculating link densities... 72.99%
   Calculating link densities... 73.11%
   Calculating link densities... 73.23%
   Calculating link densities... 73.35%
   Calculating link densities... 73.47%
   Calculating link densities... 73.59%
   Calculating link densities... 73.71%
   Calculating link densities... 73.83%
   Calculating link densities... 73.95%
   Calculating link densities... 74.07%
   Calculating link densities... 74.19%
   Calculating link densities... 74.31%
   Calculating link densities... 74.43%
   Calculating link densities... 74.55%
   Calculating link densities... 74.67%
   Calculating link densities... 74.79%
   Calculating link densities... 74.91%
   Calculating link densities... 75.03%
   Calculating link densities... 75.15%
   Calculating link densities... 75.27%
   Calculating link densities... 75.39%
   Calculating link densities... 75.51%
   Calculating link densities... 75.63%
   Calculating link densities... 75.75%
   Calculating link densities... 75.87%
   Calculating link densities... 75.99%
   Calculating link densities... 76.11%
   Calculating link densities... 76.23%
   Calculating link densities... 76.35%
   Calculating link densities... 76.47%
   Calculating link densities... 76.59%
   Calculating link densities... 76.71%
   Calculating link densities... 76.83%
   Calculating link densities... 76.95%
   Calculating link densities... 77.07%
   Calculating link densities... 77.19%
   Calculating link densities... 77.31%
   Calculating link densities... 77.43%
   Calculating link densities... 77.55%
   Calculating link densities... 77.67%
   Calculating link densities... 77.79%
   Calculating link densities... 77.91%
   Calculating link densities... 78.03%
   Calculating link densities... 78.15%
   Calculating link densities... 78.27%
   Calculating link densities... 78.39%
   Calculating link densities... 78.51%
   Calculating link densities... 78.63%
   Calculating link densities... 78.75%
   Calculating link densities... 78.87%
   Calculating link densities... 78.99%
   Calculating link densities... 79.11%
   Calculating link densities... 79.23%
   Calculating link densities... 79.35%
   Calculating link densities... 79.47%
   Calculating link densities... 79.59%
   Calculating link densities... 79.71%
   Calculating link densities... 79.83%
   Calculating link densities... 79.95%
   Calculating link densities... 80.07%
   Calculating link densities... 80.19%
   Calculating link densities... 80.31%
   Calculating link densities... 80.43%
   Calculating link densities... 80.55%
   Calculating link densities... 80.67%
   Calculating link densities... 80.79%
   Calculating link densities... 80.91%
   Calculating link densities... 81.03%
   Calculating link densities... 81.15%
   Calculating link densities... 81.27%
   Calculating link densities... 81.39%
   Calculating link densities... 81.51%
   Calculating link densities... 81.63%
   Calculating link densities... 81.75%
   Calculating link densities... 81.87%
   Calculating link densities... 81.99%
   Calculating link densities... 82.11%
   Calculating link densities... 82.23%
   Calculating link densities... 82.35%
   Calculating link densities... 82.47%
   Calculating link densities... 82.59%
   Calculating link densities... 82.71%
   Calculating link densities... 82.83%
   Calculating link densities... 82.95%
   Calculating link densities... 83.07%
   Calculating link densities... 83.19%
   Calculating link densities... 83.31%
   Calculating link densities... 83.43%
   Calculating link densities... 83.55%
   Calculating link densities... 83.67%
   Calculating link densities... 83.79%
   Calculating link densities... 83.91%
   Calculating link densities... 84.03%
   Calculating link densities... 84.15%
   Calculating link densities... 84.27%
   Calculating link densities... 84.39%
   Calculating link densities... 84.51%
   Calculating link densities... 84.63%
   Calculating link densities... 84.75%
   Calculating link densities... 84.87%
   Calculating link densities... 84.99%
   Calculating link densities... 85.11%
   Calculating link densities... 85.23%
   Calculating link densities... 85.35%
   Calculating link densities... 85.47%
   Calculating link densities... 85.59%
   Calculating link densities... 85.71%
   Calculating link densities... 85.83%
   Calculating link densities... 85.95%
   Calculating link densities... 86.07%
   Calculating link densities... 86.19%
   Calculating link densities... 86.31%
   Calculating link densities... 86.43%
   Calculating link densities... 86.55%
   Calculating link densities... 86.67%
   Calculating link densities... 86.79%
   Calculating link densities... 86.91%
   Calculating link densities... 87.03%
   Calculating link densities... 87.15%
   Calculating link densities... 87.27%
   Calculating link densities... 87.39%
   Calculating link densities... 87.52%
   Calculating link densities... 87.64%
   Calculating link densities... 87.76%
   Calculating link densities... 87.88%
   Calculating link densities... 88.00%
   Calculating link densities... 88.12%
   Calculating link densities... 88.24%
   Calculating link densities... 88.36%
   Calculating link densities... 88.48%
   Calculating link densities... 88.60%
   Calculating link densities... 88.72%
   Calculating link densities... 88.84%
   Calculating link densities... 88.96%
   Calculating link densities... 89.08%
   Calculating link densities... 89.20%
   Calculating link densities... 89.32%
   Calculating link densities... 89.44%
   Calculating link densities... 89.56%
   Calculating link densities... 89.68%
   Calculating link densities... 89.80%
   Calculating link densities... 89.92%
   Calculating link densities... 90.04%
   Calculating link densities... 90.16%
   Calculating link densities... 90.28%
   Calculating link densities... 90.40%
   Calculating link densities... 90.52%
   Calculating link densities... 90.64%
   Calculating link densities... 90.76%
   Calculating link densities... 90.88%
   Calculating link densities... 91.00%
   Calculating link densities... 91.12%
   Calculating link densities... 91.24%
   Calculating link densities... 91.36%
   Calculating link densities... 91.48%
   Calculating link densities... 91.60%
   Calculating link densities... 91.72%
   Calculating link densities... 91.84%
   Calculating link densities... 91.96%
   Calculating link densities... 92.08%
   Calculating link densities... 92.20%
   Calculating link densities... 92.32%
   Calculating link densities... 92.44%
   Calculating link densities... 92.56%
   Calculating link densities... 92.68%
   Calculating link densities... 92.80%
   Calculating link densities... 92.92%
   Calculating link densities... 93.04%
   Calculating link densities... 93.16%
   Calculating link densities... 93.28%
   Calculating link densities... 93.40%
   Calculating link densities... 93.52%
   Calculating link densities... 93.64%
   Calculating link densities... 93.76%
   Calculating link densities... 93.88%
   Calculating link densities... 94.00%
   Calculating link densities... 94.12%
   Calculating link densities... 94.24%
   Calculating link densities... 94.36%
   Calculating link densities... 94.48%
   Calculating link densities... 94.60%
   Calculating link densities... 94.72%
   Calculating link densities... 94.84%
   Calculating link densities... 94.96%
   Calculating link densities... 95.08%
   Calculating link densities... 95.20%
   Calculating link densities... 95.32%
   Calculating link densities... 95.44%
   Calculating link densities... 95.56%
   Calculating link densities... 95.68%
   Calculating link densities... 95.80%
   Calculating link densities... 95.92%
   Calculating link densities... 96.04%
   Calculating link densities... 96.16%
   Calculating link densities... 96.28%
   Calculating link densities... 96.40%
   Calculating link densities... 96.52%
   Calculating link densities... 96.64%
   Calculating link densities... 96.76%
   Calculating link densities... 96.88%
   Calculating link densities... 97.00%
   Calculating link densities... 97.12%
   Calculating link densities... 97.24%
   Calculating link densities... 97.36%
   Calculating link densities... 97.48%
   Calculating link densities... 97.60%
   Calculating link densities... 97.72%
   Calculating link densities... 97.84%
   Calculating link densities... 97.96%
   Calculating link densities... 98.08%
   Calculating link densities... 98.20%
   Calculating link densities... 98.32%
   Calculating link densities... 98.44%
   Calculating link densities... 98.56%
   Calculating link densities... 98.68%
   Calculating link densities... 98.80%
   Calculating link densities... 98.92%
   Calculating link densities... 99.04%
   Calculating link densities... 99.16%
   Calculating link densities... 99.28%
   Calculating link densities... 99.40%
   Calculating link densities... 99.52%
   Calculating link densities... 99.64%
   Calculating link densities... 99.76%
   Calculating link densities... 99.88%
   Calculating link densities... 100.00%
#>    Maximum partition density =  0.1527251 
#>    Finishing up...1/4... 33% 
   Finishing up...1/4... 66% 
   Finishing up...1/4... 100% 
   Finishing up...2/4... 33% 
   Finishing up...2/4... 66% 
   Finishing up...2/4... 100% 
   Finishing up...3/4... 33% 
   Finishing up...3/4... 66% 
   Finishing up...3/4... 100% 

   Finishing up...4/4... 0.00%
   Finishing up...4/4... 0.51%
   Finishing up...4/4... 1.01%
   Finishing up...4/4... 1.52%
   Finishing up...4/4... 2.02%
   Finishing up...4/4... 2.53%
   Finishing up...4/4... 3.03%
   Finishing up...4/4... 3.54%
   Finishing up...4/4... 4.04%
   Finishing up...4/4... 4.55%
   Finishing up...4/4... 5.05%
   Finishing up...4/4... 5.56%
   Finishing up...4/4... 6.06%
   Finishing up...4/4... 6.57%
   Finishing up...4/4... 7.07%
   Finishing up...4/4... 7.58%
   Finishing up...4/4... 8.08%
   Finishing up...4/4... 8.59%
   Finishing up...4/4... 9.09%
   Finishing up...4/4... 9.60%
   Finishing up...4/4... 10.10%
   Finishing up...4/4... 10.61%
   Finishing up...4/4... 11.11%
   Finishing up...4/4... 11.62%
   Finishing up...4/4... 12.12%
   Finishing up...4/4... 12.63%
   Finishing up...4/4... 13.13%
   Finishing up...4/4... 13.64%
   Finishing up...4/4... 14.14%
   Finishing up...4/4... 14.65%
   Finishing up...4/4... 15.15%
   Finishing up...4/4... 15.66%
   Finishing up...4/4... 16.16%
   Finishing up...4/4... 16.67%
   Finishing up...4/4... 17.17%
   Finishing up...4/4... 17.68%
   Finishing up...4/4... 18.18%
   Finishing up...4/4... 18.69%
   Finishing up...4/4... 19.19%
   Finishing up...4/4... 19.70%
   Finishing up...4/4... 20.20%
   Finishing up...4/4... 20.71%
   Finishing up...4/4... 21.21%
   Finishing up...4/4... 21.72%
   Finishing up...4/4... 22.22%
   Finishing up...4/4... 22.73%
   Finishing up...4/4... 23.23%
   Finishing up...4/4... 23.74%
   Finishing up...4/4... 24.24%
   Finishing up...4/4... 24.75%
   Finishing up...4/4... 25.25%
   Finishing up...4/4... 25.76%
   Finishing up...4/4... 26.26%
   Finishing up...4/4... 26.77%
   Finishing up...4/4... 27.27%
   Finishing up...4/4... 27.78%
   Finishing up...4/4... 28.28%
   Finishing up...4/4... 28.79%
   Finishing up...4/4... 29.29%
   Finishing up...4/4... 29.80%
   Finishing up...4/4... 30.30%
   Finishing up...4/4... 30.81%
   Finishing up...4/4... 31.31%
   Finishing up...4/4... 31.82%
   Finishing up...4/4... 32.32%
   Finishing up...4/4... 32.83%
   Finishing up...4/4... 33.33%
   Finishing up...4/4... 33.84%
   Finishing up...4/4... 34.34%
   Finishing up...4/4... 34.85%
   Finishing up...4/4... 35.35%
   Finishing up...4/4... 35.86%
   Finishing up...4/4... 36.36%
   Finishing up...4/4... 36.87%
   Finishing up...4/4... 37.37%
   Finishing up...4/4... 37.88%
   Finishing up...4/4... 38.38%
   Finishing up...4/4... 38.89%
   Finishing up...4/4... 39.39%
   Finishing up...4/4... 39.90%
   Finishing up...4/4... 40.40%
   Finishing up...4/4... 40.91%
   Finishing up...4/4... 41.41%
   Finishing up...4/4... 41.92%
   Finishing up...4/4... 42.42%
   Finishing up...4/4... 42.93%
   Finishing up...4/4... 43.43%
   Finishing up...4/4... 43.94%
   Finishing up...4/4... 44.44%
   Finishing up...4/4... 44.95%
   Finishing up...4/4... 45.45%
   Finishing up...4/4... 45.96%
   Finishing up...4/4... 46.46%
   Finishing up...4/4... 46.97%
   Finishing up...4/4... 47.47%
   Finishing up...4/4... 47.98%
   Finishing up...4/4... 48.48%
   Finishing up...4/4... 48.99%
   Finishing up...4/4... 49.49%
   Finishing up...4/4... 50.00%
   Finishing up...4/4... 50.51%
   Finishing up...4/4... 51.01%
   Finishing up...4/4... 51.52%
   Finishing up...4/4... 52.02%
   Finishing up...4/4... 52.53%
   Finishing up...4/4... 53.03%
   Finishing up...4/4... 53.54%
   Finishing up...4/4... 54.04%
   Finishing up...4/4... 54.55%
   Finishing up...4/4... 55.05%
   Finishing up...4/4... 55.56%
   Finishing up...4/4... 56.06%
   Finishing up...4/4... 56.57%
   Finishing up...4/4... 57.07%
   Finishing up...4/4... 57.58%
   Finishing up...4/4... 58.08%
   Finishing up...4/4... 58.59%
   Finishing up...4/4... 59.09%
   Finishing up...4/4... 59.60%
   Finishing up...4/4... 60.10%
   Finishing up...4/4... 60.61%
   Finishing up...4/4... 61.11%
   Finishing up...4/4... 61.62%
   Finishing up...4/4... 62.12%
   Finishing up...4/4... 62.63%
   Finishing up...4/4... 63.13%
   Finishing up...4/4... 63.64%
   Finishing up...4/4... 64.14%
   Finishing up...4/4... 64.65%
   Finishing up...4/4... 65.15%
   Finishing up...4/4... 65.66%
   Finishing up...4/4... 66.16%
   Finishing up...4/4... 66.67%
   Finishing up...4/4... 67.17%
   Finishing up...4/4... 67.68%
   Finishing up...4/4... 68.18%
   Finishing up...4/4... 68.69%
   Finishing up...4/4... 69.19%
   Finishing up...4/4... 69.70%
   Finishing up...4/4... 70.20%
   Finishing up...4/4... 70.71%
   Finishing up...4/4... 71.21%
   Finishing up...4/4... 71.72%
   Finishing up...4/4... 72.22%
   Finishing up...4/4... 72.73%
   Finishing up...4/4... 73.23%
   Finishing up...4/4... 73.74%
   Finishing up...4/4... 74.24%
   Finishing up...4/4... 74.75%
   Finishing up...4/4... 75.25%
   Finishing up...4/4... 75.76%
   Finishing up...4/4... 76.26%
   Finishing up...4/4... 76.77%
   Finishing up...4/4... 77.27%
   Finishing up...4/4... 77.78%
   Finishing up...4/4... 78.28%
   Finishing up...4/4... 78.79%
   Finishing up...4/4... 79.29%
   Finishing up...4/4... 79.80%
   Finishing up...4/4... 80.30%
   Finishing up...4/4... 80.81%
   Finishing up...4/4... 81.31%
   Finishing up...4/4... 81.82%
   Finishing up...4/4... 82.32%
   Finishing up...4/4... 82.83%
   Finishing up...4/4... 83.33%
   Finishing up...4/4... 83.84%
   Finishing up...4/4... 84.34%
   Finishing up...4/4... 84.85%
   Finishing up...4/4... 85.35%
   Finishing up...4/4... 85.86%
   Finishing up...4/4... 86.36%
   Finishing up...4/4... 86.87%
   Finishing up...4/4... 87.37%
   Finishing up...4/4... 87.88%
   Finishing up...4/4... 88.38%
   Finishing up...4/4... 88.89%
   Finishing up...4/4... 89.39%
   Finishing up...4/4... 89.90%
   Finishing up...4/4... 90.40%
   Finishing up...4/4... 90.91%
   Finishing up...4/4... 91.41%
   Finishing up...4/4... 91.92%
   Finishing up...4/4... 92.42%
   Finishing up...4/4... 92.93%
   Finishing up...4/4... 93.43%
   Finishing up...4/4... 93.94%
   Finishing up...4/4... 94.44%
   Finishing up...4/4... 94.95%
   Finishing up...4/4... 95.45%
   Finishing up...4/4... 95.96%
   Finishing up...4/4... 96.46%
   Finishing up...4/4... 96.97%
   Finishing up...4/4... 97.47%
   Finishing up...4/4... 97.98%
   Finishing up...4/4... 98.48%
   Finishing up...4/4... 98.99%
   Finishing up...4/4... 99.49%
   Finishing up...4/4... 100.00%
# }