[R] ?summaryRprof running at 100% cpu for one hour ...
Uwe Ligges
ligges at statistik.tu-dortmund.de
Sun Nov 21 17:40:13 CET 2010
OK, trying it on a 8Gb Windows machine with R-2.12.0 64-bit it runs
within less than 2 minutes in 5Gb of RAM.
That means your machine is probably swapping heavily and is therefore
extremely slow.
Nevertheless, this seems to be unrelated with summaryRprof(). The
anacor() call is roughly equally fast with or without Rprof() calls
around it.
Best wishes,
Uwe
On 21.11.2010 02:38, Kjetil Halvorsen wrote:
> OK . I will try to give an reproducible example.
> the code I give refer to a 72x72 matrix "Wna", which is given at the
> end of this message.
> This matrix contains NA's on the diagonal.I try an correspondence
> analysis on this matrix,
> with package anacor, which supports correspondence analysis of
> matrices with NA's.
>
>> library(anacor)
> Loading required package: scatterplot3d
> Loading required package: fda
> Loading required package: splines
> Loading required package: zoo
> Loading required package: colorspace
> Loading required package: car
> Loading required package: MASS
> Loading required package: nnet
> Loading required package: survival
>
>> Rprof(file="Rprof.out", append=FALSE, memory.profiling=TRUE)
>> sessionInfo()
> R version 2.12.0 (2010-10-15)
> Platform: x86_64-unknown-linux-gnu (64-bit)
>
> locale:
> [1] LC_CTYPE=en_US.utf8 LC_NUMERIC=C
> [3] LC_TIME=en_US.utf8 LC_COLLATE=en_US.utf8
> [5] LC_MONETARY=C LC_MESSAGES=en_US.utf8
> [7] LC_PAPER=en_US.utf8 LC_NAME=C
> [9] LC_ADDRESS=C LC_TELEPHONE=C
> [11] LC_MEASUREMENT=en_US.utf8 LC_IDENTIFICATION=C
>
> attached base packages:
> [1] splines stats graphics grDevices utils datasets methods
> [8] base
>
> other attached packages:
> [1] anacor_1.0-1 car_2.0-6 survival_2.35-8
> [4] nnet_7.3-1 MASS_7.3-8 colorspace_1.0-1
> [7] fda_2.2.5 zoo_1.6-4 scatterplot3d_0.3-31
>
> loaded via a namespace (and not attached):
> [1] fortunes_1.4-0 grid_2.12.0 lattice_0.19-13 tools_2.12.0
>>
>
>> green.ana<-anacor(Wna, ndim=3)
>
> I will start this command in a moment, it runs for over an hour, and
> memory grows to
> multiple GB (If there are to many other programs running, the process
> gets killed!.
> This laptop has amd64, debian squeeze, 2Gb ram, 4Gb swap. I leave it
> running tonight.
>
> After finnishing this, giving some simple commands , like ls() or
> ?Rprof, leads to the problem described originally. Will post more info
> tomorrow.
>
> Kjetil
>
>
>
> On Sat, Nov 20, 2010 at 9:30 PM, Kjetil Halvorsen
> <kjetilbrinchmannhalvorsen at gmail.com> wrote:
>> see below.
>>
>> 2010/11/20 Uwe Ligges<ligges at statistik.tu-dortmund.de>:
>>>
>>>
>>> On 19.11.2010 21:43, Kjetil Halvorsen wrote:
>>>>
>>>> This is very strange. (Debian squeeze, R 2.12.0 compiled from source)
>>>>
>>>> I did some moderately large computation (including svd of a 560x50
>>>> matrix),
>>>> running a few minutes, and R memory increasing to about 900MB on this
>>>> 2 GB ram laptop. I had done Rprof(memory.profiling=TRUE) first.
>>>> Then doing summaryRprof().
>>>> Then doing
>>>> ?summaryRprof
>>>> and then the computer running with one of two cores at 100% for more
>>>> than an hour!
>>>>
>>>> Whats happening?
>>>
>>> We do not know. What about sending a reproducible example?
>>
>> I will try. But how do I send this info when I have to kill
>> the R-process from outside?
>>
>
>> dput(Wna)
> structure(c(NA, 0, 0, 0, 0.34, 0.114285714, 0.125, 0, 0.138461538,
> 0, 0, 0, 0.085714286, 0.266666667, 0, 0.35, 0, 0, 0, 0.1, 0,
> 0, 0, 0, 0, 0, 0, 0, 0.12, 0, 0, 0.090909091, 0, 0, 0.44, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.4, 0.142857143, 0.525,
> 0.2, 0, 0, 0, 0, 0, 0, 0, 0, 0.225, 0.65, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, NA, 0, 0, 0, 0.085714286, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0.454545455, 0.08, 0, 0, 0, 0, 0, 0.25, 0,
> 0, 0, 0.714285714, 0, 0.111111111, 0, 0, 0, 0, 0, 0, 0, 0, 0.18,
> 0.054545455, 0, 0, 0, 0.1, 0, 0.542857143, 0, 0.114285714, 0,
> 0, 0.25, 0.16, 0, 0, 0, 0, 0, 0, 0, 0.046153846, 0.2, 0, 0, 0,
> 0, 0, 0, 0, NA, 0, 0.1, 0, 0.125, 0, 0, 0, 0.085714286, 0, 0,
> 0.166666667, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.08, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.257142857, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0.1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.114285714,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.1, NA, 0, 0.114285714, 0, 0, 0,
> 0, 0, 0, 0, 0, 0.1, 0, 0, 0, 0, 0.333333333, 0, 0.285714286,
> 0, 0, 0.145454545, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0.12, 0.125, 0, 0, 0.1, 0, 0.145454545, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0.075, 0, 0.1, 0.2, 0.7, 0, 0, 0, 0, 0, 0,
> 0, 0, 0.793333333, 0, 0.325, 0, NA, 0, 0, 0, 0, 0, 0, 0, 0.114285714,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.090909091,
> 0, 0, 0.14, 0, 0, 0, 0.185714286, 0, 0, 0, 0, 0, 0, 0, 0.054545455,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.625, 0, 0, 0,
> 0, 0, 0, 0, 0, 0.406666667, 0, 0, 0, 0.533333333, 0.08, NA, 0,
> 0, 0.123076923, 0.9, 0.085714286, 0, 0.571428571, 0, 0.666666667,
> 0, 0.533333333, 0.25, 0, 0.133333333, 0, 0.571428571, 0, 0, 0.072727273,
> 0.5, 0.133333333, 0.24, 0, 0, 0, 0, 0.125, 0, 0.32, 0.311111111,
> 0, 0, 0.057142857, 0.25, 0, 0, 0.685714286, 0.266666667, 0, 0.272727273,
> 0, 0, 0.16, 0.233333333, 0.6, 0, 0.1, 0, 0, 0, 0, 0.4, 0.766666667,
> 0.8, 0, 0.296428571, 0, 0.15, 0.371428571, 0.061538462, 0.2,
> 0, 0.12, 0.283333333, 1, 0, 0, 0, 0.25, 0, 0.16, 0, NA, 0, 0.153846154,
> 0, 0.342857143, 0.6, 0, 0.133333333, 0, 0.15, 0, 0, 0.35, 0,
> 0, 0, 0, 0.06, 0.290909091, 0, 0.233333333, 0, 0, 0.2, 0.45,
> 0, 0, 0, 0, 0.066666667, 0, 0.56, 0.171428571, 0.075, 0, 0, 0.371428571,
> 0.133333333, 0.08, 0, 0, 0.36, 0.2, 0.166666667, 0, 0, 0.225,
> 0, 0.4, 0.433333333, 0.65, 0.28, 0.1, 0.225, 0.25, 0.271428571,
> 0, 0, 0.342857143, 0.061538462, 0, 0, 0, 0, 0.3, 0.12, 0, 0,
> 0, 0.088888889, 0, 0, 0, NA, 0, 0, 0.085714286, 0, 0, 0, 0, 0,
> 0, 0.35, 0, 0.4, 0.64, 0, 0, 0, 0, 0, 0, 0.08, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0.071428571, 0.45, 0, 0.45, 0, 0, 0.18, 0, 0.345454545,
> 0, 0.16, 0, 0, 0.142857143, 0, 0.171428571, 0, 0, 0.2, 0, 0,
> 0, 0, 0, 0, 0, 0, 0.123076923, 0.52, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, NA, 0, 0, 0, 0.114285714, 0, 0, 0, 0, 0.2, 0,
> 0, 0, 0, 0, 0, 0.054545455, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.054545455, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0.575, 0, 0, 0, 0.046153846, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.107692308, NA, 0, 0, 0, 0,
> 0.1, 0, 0.088888889, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0.4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.066666667, 0.054545455,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0.066666667, 0.2, 0, 0.325, 0.8, 0.276923077,
> 0, NA, 0, 0, 0.466666667, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.4, 0.290909091,
> 0, 0, 0, 0, 0.15, 0, 0.750909091, 0, 0, 0.06, 0.177777778, 0,
> 0.44, 0.171428571, 0, 0.133333333, 0, 0, 0.088888889, 0.446666667,
> 0, 0, 0.4, 0.2, 0.133333333, 0, 0, 0.075, 0, 0.5, 0.333333333,
> 0, 0.2, 0, 0.075, 0, 0, 0, 0, 0, 0.307692308, 0, 0, 0, 0, 0,
> 0, 0, 0.2, 0, 0, 0, 0, 0, 0, 0, 0, 0.114285714, NA, 0.085714286,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0.28, 0, 0, 0.133333333, 0, 0, 0, 0, 0, 0, 0.16, 0.16,
> 0, 0, 0.142857143, 0, 0, 0.3, 0, 0, 0, 0, 0, 0, 0, 0.1, 0, 0,
> 0.046153846, 0, 0, 0, 0, 0, 0, 0.066666667, 0, 0, 0.111111111,
> 0.14, 0.114285714, 0.275, 0, 0.153846154, 0, 0.257142857, 0,
> NA, 0, 0.266666667, 0, 0.2, 0, 0.1, 0, 0, 0, 0.072727273, 0.42,
> 0.4, 0, 0.3, 0.08, 0, 0.7, 0, 0, 0, 0, 0, 0.066666667, 0, 0,
> 0, 0.1, 0, 0, 0, 0, 0, 0, 0.254545455, 0, 0.16, 0.166666667,
> 0, 0, 0, 0, 0, 0, 0, 0, 0.2, 0.075, 0, 0.1, 0.1, 0, 0, 0.215384615,
> 0, 1, 0, 0, 0.4, 0.326666667, 0.36, 0, 0.3, 0, 0, 0, 0, 0, 0,
> 0, 0.257142857, 0, 0, NA, 0, 0.35, 0.2, 0.15, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0.132727273, 0, 0, 0, 0.066666667, 0,
> 0.28, 0.185714286, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0.142857143, 0, 0, 0.15, 0, 0, 0, 0, 0, 0.075, 0, 0, 0, 0, 0,
> 0.16, 0, 0, 0, 0, 0, 0, 0.066666667, 0, 0.142857143, 0, 0, 0.061538462,
> 0.15, 0, 0, 0.257142857, 0, NA, 0, 0, 0, 0, 0.433333333, 0, 0,
> 0, 0, 0.127272727, 0, 0, 0.08, 0, 0, 0, 0, 0.125, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0.088888889, 0, 0.654545455, 0.236363636, 0,
> 0, 0.666666667, 0.5, 0, 0, 0, 0, 0.133333333, 0, 0, 0.5, 0.2,
> 0, 0, 0, 0, 0, 0, 0.16, 0, 0, 0, 0.4, 0, 0, 0, 0, 0.2, 0, 0,
> 0.1, 0, 0, 0, 0, 0, 0, 0.166666667, 0, NA, 0, 0, 0, 0.366666667,
> 0, 0, 0.054545455, 0, 0.2, 0, 0, 0, 0.52, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0.733333333, 0, 0.142857143, 0, 0.066666667, 0, 0,
> 0, 0.2, 0.166666667, 0, 0, 0.175, 0, 0, 0, 0, 0, 0, 0, 0.4, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.111111111, 0, 0.085714286,
> 0, 0, 0, 0.35, 0.085714286, 0, 0.142857143, 0, 0.2, 0, NA, 0,
> 0, 0, 0, 0.114285714, 0, 0, 0, 0, 0.166666667, 0, 0, 0, 0, 0.205454545,
> 0.2, 0, 0.12, 0.333333333, 0, 0, 0.042857143, 0, 0, 0, 0, 0.066666667,
> 0, 0.872727273, 0, 0, 0, 0.133333333, 0, 0.1, 0, 0, 0, 0, 0,
> 0.24, 0, 0, 0, 0.1, 0, 0, 0, 0.076923077, 0, 0, 0, 0, 0, 0, 0,
> 0.16, 0.075, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, NA, 0,
> 0, 0.4, 0.542857143, 0.327272727, 0, 0, 0, 0, 0.08, 0, 0, 0,
> 0, 0, 0.257142857, 0, 0.155555556, 0, 0, 0, 0, 0, 0.45, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.4, 0, 0.133333333, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0.36, 0, 0, 0, 0, 0, 0, 0.16, 0.175, 0.088888889,
> 0.06, 0.171428571, 0.125, 0, 0.107692308, 0, 0, 0, 0, 0.2, 0,
> 0.7, 0, 0.25, NA, 0, 0.2, 0, 0, 0.36, 0, 0.45, 0, 0.4, 0.166666667,
> 0, 0, 0.06, 0, 0, 0, 0, 0.9, 0, 0.1, 0.1, 0.166666667, 0.075,
> 0, 0.311111111, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.2, 0,
> 0, 0.2, 0, 0, 0, 0, 0.046153846, 0, 0, 0.4, 0, 0, 0, 0, 0.12,
> 0, 0.133333333, 0, 0, 0, 0.6, 0, 0, 0, 0.1, 0.114285714, 0, 0.266666667,
> 0, 0.088888889, 0.25, 0.075, NA, 0, 0.085714286, 0.156060606,
> 0, 0, 0.55, 0, 0, 0.12, 0, 0, 0, 0, 0, 0.1, 0, 0, 0, 0, 0.125,
> 0.12, 0.125, 0, 0, 0, 0, 0.4, 0, 0, 0.166666667, 0, 0.142857143,
> 0.225, 0.571428571, 0, 0.166666667, 0.15, 0, 0, 0.125, 0, 0,
> 0, 0, 0, 0, 0.24, 0, 0.2, 0, 0, 0, 0.28, 0.16, 0.075, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, NA, 0, 0, 0.22, 0,
> 0, 0, 0.46, 0, 0, 0.25, 0.072727273, 0, 0, 0, 0, 0, 0, 0.085714286,
> 0, 0, 0.125, 0, 0, 0.226666667, 0, 0, 0.28, 0, 0, 0.4, 0, 0,
> 0, 0, 0, 0.25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0.177777778, 0, 0, 0, 1, 0.061538462, 0, 0, 0, 0, 0, 0,
> 0, 0, 0.35, 0, 0, 0.28, NA, 0, 0, 0, 0, 0.166666667, 0.12, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.057142857, 0.125, 0, 0, 0, 0, 0.146666667,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.2,
> 0, 0, 0, 0, 0, 0, 0, 0, 0.36, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, NA, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.114285714,
> 0.6, 0, 0, 0, 0, 0, 0, 0, 0, 0.142857143, 0, 0, 0, 0.054545455,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.085714286,
> 0.046153846, 0, 0, 0, 0, 0, 0, 0, 0.16, 0.1, 0, 0.08, 0, 0.1,
> 0, 0, 0, 0.114285714, 0, 0, 0, 0, 0, 0, 0, 0.2, 0, 0, 0, 0, NA,
> 0, 0, 0, 0, 0, 0.25, 0, 0, 0, 0.114285714, 0, 0, 0, 0, 0.042857143,
> 0.225, 0.166666667, 0.075, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0.166666667, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.230769231, 0, 0,
> 0, 0, 0, 0.326666667, 0.066666667, 0, 0, 0, 0.46, 0.285714286,
> 0.525, 0, 0.507692308, 0, 0.085714286, 0.6, 0.485714286, 0, 0.366666667,
> 0, 0, 0, 0.275, 0, 0, 0, 0, 0.16, NA, 0, 0.766666667, 0, 0, 0.2,
> 0, 0.241818182, 0, 0, 0, 0, 0, 0.2, 0.285714286, 0.25, 0, 0,
> 0, 0.111111111, 0, 0.054545455, 0.072727273, 0.28, 0.12, 0, 0,
> 0, 0.425, 0, 0, 0, 0.2, 0.16, 0, 0.075, 0.15, 0.375, 0.125, 0,
> 0.085714286, 0.2, 0, 0.8, 0.2, 0, 0.3, 0.16, 0, 0.2, 0.075, 0.155555556,
> 0, 0.114285714, 0.075, 0, 0.076923077, 0, 0, 0.133333333, 0,
> 0.233333333, 0, 0, 0.066666667, 0.2, 0.775, 0.1, 0.24, 0, 0,
> 0.08, 0, NA, 0, 0.46, 0.12, 0, 0.15, 0, 0.239285714, 0.142857143,
> 0, 0.2, 0.5, 0.16, 0, 0.15, 0.12, 0.075, 0.257142857, 0.155555556,
> 0, 0, 0, 0.12, 0, 0, 0, 0.314285714, 0, 0, 0, 0.2, 0, 0, 0, 0,
> 0, 0, 0.2, 0, 0, 0, 0, 0, 0.4, 0.133333333, 0, 0.12, 0, 0, 0,
> 0, 0, 0, 0, 0, 0.076923077, 0, 0, 0, 0.142857143, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0.16, 0.181818182, 0, NA, 0, 0, 0, 0, 0, 0,
> 0, 0, 0.066666667, 0.3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.16, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.2, 0, 0, 0.123076923,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.15, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0.2, 0, 0, 0, 0, 0, 0, NA, 0, 0, 0, 0, 0.421428571,
> 0.085714286, 0, 0, 0, 0, 0, 0.275, 0, 0.1, 0.142857143, 0, 0.066666667,
> 0, 0.072727273, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0.16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0.133333333, 0.133333333, 0.2, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0.35, 0, 0.06, NA, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.466666667,
> 0, 0.228571429, 0, 0, 0, 0, 0, 0, 0.1, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0.55, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.1,
> 0, 0, NA, 0, 0, 0, 0.114285714, 0, 0, 0, 0, 0, 0.1, 0, 0.125,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.085714286, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0.107692308, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.15, 0, 0, 0, 0, 0.12, 0.085714286,
> 0.166666667, 0, 0, 0, 0, 0.1, 0, 0, NA, 0, 0, 0, 0.38, 0, 0,
> 0.36, 0, 0, 0, 0, 0, 0.488888889, 0, 0, 0, 0, 0.12, 0, 0, 0,
> 0, 0, 0, 0.1, 0, 0.12, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0.06, 0.085714286, 0, 0, 0, 0, 0.114285714, 0,
> 0, 0, 0, 0, 0, 0, 0.2, 0, 0, 0, 0, 0.16, 0.054545455, 0, 0, 0,
> 0, 0, 0, NA, 0, 0, 0.06, 0, 0, 0, 0.071428571, 0, 0, 0, 0, 0,
> 0.26, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.075, 0, 0.185714286,
> 0, 0, 0, 0.076923077, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0.2, 0, 0, 0, 0, 0, 0, 0.066666667, 0, 0, 0, 0, 0, 0, 0,
> 0, 0.35, 0, 0.1, 0, 0, 0, 0, NA, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.085714286,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0.166666667, 0, 0.12, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.637878788, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0.085714286, NA, 0, 0, 0, 0, 0, 0, 0, 0.1,
> 0, 0, 0, 0, 0, 0.2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.26, 0, 0, 0.088888889, 0, 0.171428571,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.266666667, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0.4, 0, 0.239285714, 0, NA, 0.066666667,
> 0, 0, 0, 0, 0, 0, 0, 0.177777778, 0, 0, 0, 0, 0, 0.1, 0, 0, 0,
> 0, 0, 0, 0, 0, 0.266666667, 0, 0, 0, 0.1, 0, 0, 0, 0, 0, 0, 0.466666667,
> 0, 0, 0.393333333, 0.44, 0.6, 0.111111111, 0.36, 0, 0.225, 0,
> 0, 0.45, 0.142857143, 0.133333333, 0, 0.4, 0, 0, 0.4, 0.25, 0.125,
> 0, 0.16, 0.4, 0.221212121, 0.06, 0.090909091, 0, 0.2, 0, 0.133333333,
> 0.15, 0.45, 0.210909091, 0, 0.142857143, 0.24, NA, 0, 0, 0.342857143,
> 0, 0.12, 0.225, 0.228571429, 0.377777778, 0.08, 0, 0, 0.12, 0.56,
> 0, 0, 0.114285714, 0, 0.114285714, 0.9, 0.133333333, 0, 0, 0,
> 0.125, 0, 0, 0.275, 0, 0, 0.138461538, 0.48, 0, 0, 0, 0, 0.333333333,
> 0, 0.32, 0, 0, 0.06, 0.257142857, 0.075, 0, 0, 0.2, 0, 0.166666667,
> 0, 0, 0, 0, 0, 0, 0, 0.1, 0.16, 0.085714286, 0, 0, 0.181818182,
> 0.2, 0, 0, 0, 0, 0, 0, 0, 0.142857143, 0, 0.088888889, NA, 0.12,
> 0.114285714, 0.1, 0.12, 0, 0, 0, 0.333333333, 0, 0.236363636,
> 0.12, 0.12, 0, 0, 0, 0.1, 0.142857143, 0, 0, 0, 0, 0, 0.1, 0.15,
> 0, 0, 0, 0, 0.046153846, 0, 0, 0.2, 0.45, 0, 0, 0.08, 0, 0, 0,
> 0, 0, 0.175, 0, 0, 0, 0.142857143, 0.433333333, 0, 0.133333333,
> 0, 0, 0, 0, 0, 0, 0, 0.114285714, 0, 0, 0.054545455, 0, 0, 0,
> 0, 0, 0.7, 0, 0, 0, 0, 0, 0, NA, 0, 0, 0, 0, 0, 0, 0, 0, 0.054545455,
> 0, 0, 0, 0, 0, 0.075, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.046153846,
> 0, 0, 0, 0, 0, 0.12, 0.1, 0, 0.175, 0, 0.22, 0, 0, 0, 0.323076923,
> 0, 0.085714286, 0.1, 0, 0, 0, 0, 0, 0, 0.1, 0, 0, 0, 0, 0, 0.163636364,
> 0, 0.1, 0, 0, 0.35, 0, 0.072727273, 0, 0, 0, 0, 0, 0, NA, 0,
> 0, 0, 0, 0.066666667, 0, 0, 0, 0, 0, 0, 0, 0.114285714, 0.2,
> 0, 0, 0, 0, 0, 0, 0, 0, 0.1, 0, 0, 0, 0, 0, 0, 0.12, 0, 0, 0.16,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0.12, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, NA,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.114285714,
> 0, 0, 0, 0, 0, 0, 0, 0.1, 0, 0.5, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0.833333333, 0, 0, 0, 0, 0, 0, 0, 0.3, 0, 0, 0, NA,
> 0, 0.114285714, 0, 0, 0, 0, 0, 0.12, 0, 0, 0, 0, 0, 0, 0, 0.25,
> 0, 0, 0.075, 0.7, 0, 0, 0.75, 0, 0, 0, 0, 0.44, 0.166666667,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.15,
> 0, 0, 0, 0, 0.109090909, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.085714286,
> 0, 0, 0, 0, 0, 0, 0, NA, 0, 0, 0, 0.054545455, 0.472727273, 0,
> 0, 0, 0, 0, 0, 0, 0, 0.166666667, 0, 0, 0, 0.075, 0, 0, 0, 0.15,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.15, 0, 0, 0, 0, 0.133333333,
> 0, 0, 0.166666667, 0, 0.222222222, 0, 0.125, 0, 0, 0, 0.2, 0.06,
> 0, 0, 0.233333333, 0, 0.133333333, 0, 0, 0, 0.325, 0, 0, 0.177777778,
> 0.4, 0, 0, 0, 0, 0, NA, 0, 0.066666667, 0.109090909, 0, 0, 0.12,
> 0.166666667, 0, 0.114285714, 0, 0, 0.3, 0, 0, 0.52, 0, 0.3, 0,
> 0.125, 0, 0, 0.885714286, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.222222222,
> 0, 0, 0, 0, 0.184615385, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.075, 0.166666667,
> 0, 0.114285714, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.265454545, 0, 0,
> 0.18, 0.088888889, 0, 0, 0, 0, 0, 0, 0, NA, 0, 0.072727273, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.566666667, 0, 0, 0.085714286,
> 0.075, 0, 0.314285714, 0, 0, 0, 0, 0.9, 0, 0, 0, 0, 0.15, 0,
> 0, 0, 0, 0, 0.046153846, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0.1, 0.090909091, 0, 0, 0.06, 0, 0.15, 0, 0.06, 0.125,
> 0, 0, 0.066666667, 0, 0, 0.157142857, 0, 0, 0, 0, 0, NA, 0, 0,
> 0, 0, 0, 0, 0.114285714, 0.275, 0, 0, 0, 0.15, 0, 0, 0, 0, 0.085714286,
> 0, 0, 0, 0.138461538, 0, 0.6, 0, 0, 0, 0, 0, 0, 0, 0.155555556,
> 0, 0.4, 0, 0, 0, 0, 0, 0, 0.2, 0, 0.133333333, 0, 0.2, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0.066666667, 0, NA, 0, 0, 0, 0.1, 0, 0.114285714, 0,
> 0, 0, 0.1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.24, 0, 0, 0, 0, 0,
> 0, 0, 0, 0.088888889, 0, 0, 0, 0, 0, 0, 0, 0, 0.085714286, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0.075, 0, 0.35, 0, 0, 0, 0, NA, 0, 0, 0, 0, 0, 0,
> 0.457142857, 0, 0, 0.15, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0.08, 0, 0, 0, 0, 0, 0.257142857, 0, 0,
> 0, 0, 0, 0.066666667, 0, 0, 0, 0, 0, 0, 0.08, 0, 0, 0, 0, 0,
> 0, 0, 0.145454545, 0, 0, 0.36, 0.355555556, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0.054545455, 0, NA, 0, 0, 0.5, 0.2, 0, 0, 0, 0.333333333,
> 0, 0.12, 0, 0, 0, 0, 0.1, 0, 0, 0.215384615, 0, 0, 0, 0, 0, 0.16,
> 0.133333333, 0.8, 0.666666667, 0.3875, 0, 0.135714286, 0.0375,
> 0, 0.366666667, 0.475, 0.657142857, 0.05, 0.135714286, 0.05,
> 0, 0, 0.963888889, 0.9, 0.228571429, 0.06, 0.72, 0.585714286,
> 0.6, 0.444444444, 0.109090909, 0, 0.333333333, 0.242857143, 0,
> 0.866666667, 0.65, 0.636363636, 0.05, 0.757142857, 0.793333333,
> 0.875, 0, 0.15, 0.563736264, 0, 0, 0.210714286, 0.128571429,
> 0.128571429, 0.4, 0.336363636, 0, 0.25, NA, 0.315, 0.3, 0.266666667,
> 0, 0, 0, 0.2, 0, 0, 0, 0, 0, 0.085714286, 0.9, 0, 0, 0.169230769,
> 0.8, 0, 0, 0.408333333, 0, 0.46, 0.753333333, 0.3, 0, 0.6125,
> 0.42, 0.942857143, 0.575, 0, 0.675, 0.225, 0.271428571, 0.933333333,
> 0.364285714, 0.383333333, 0.6, 0.1, 0.186111111, 0.35, 0.171428571,
> 0.933333333, 0.24, 0.042857143, 0.560606061, 0.566666667, 0.390909091,
> 1, 0.526666667, 0.242857143, 0.62, 0.2, 0.075, 0.345454545, 0.433333333,
> 0.085714286, 0.326666667, 0.1875, 0.65, 0.15, 0.046153846, 0.6,
> 0.6, 0, 0.942857143, 0.657142857, 0.422222222, 0.563636364, 0.211111111,
> 0.4, 0.72, NA, 0.5, 0.433333333, 0.95, 0.728571429, 0.45, 0.516666667,
> 0.65, 1, 0.833333333, 0.66, 0.3, 0.960714286, 0.7, 0.666666667,
> 0.914285714, 0.492307692, 0.5, 1, 0.7, 0.275, 0.3, 0.18, 0.326666667,
> 0.12, 0.383333333, 0.125, 0.22, 0.1, 0.35, 0.3, 0.025, 0, 0.042857143,
> 0.15, 0.185714286, 0.633333333, 0.1, 0.95, 0, 0.15, 0.542857143,
> 0.26, 0, 0.185714286, 0.186363636, 0.033333333, 0.172727273,
> 0.075, 0.18, 0.478571429, 0.38, 0.533333333, 0.725, 0.172727273,
> 0.252380952, 0.3, 0.06, 0.075, 0.45, 0.65, 0.128571429, 0.357142857,
> 0.416666667, 0.425, 0.128571429, 0.085714286, 0.1, 0, 0.133333333,
> 0.15, 0.06, 0.12, NA, 0.06, 0, 0, 0.3, 0.2, 0.3, 0.18, 0.15,
> 0.366666667, 0.475, 0.210714286, 0.0375, 0.433333333, 0.342857143,
> 0.169230769, 0.12, 0.3, 0.24, 0.375, 1, 0.64, 0.1, 0.06, 0.1,
> 0.1625, 0.4, 0.342857143, 0.275, 0, 0.366666667, 0, 0.085714286,
> 0.266666667, 0.142857143, 0.15, 0.1, 0, 0.45, 0, 0, 0.1, 0, 0.142857143,
> 0.127272727, 0.166666667, 0.336363636, 0.525, 0.346666667, 0,
> 0, 0, 0, 0.190909091, 0.085714286, 0, 0.253333333, 0.15, 0, 0.25,
> 0.151648352, 0.3, 0.1, 0.085714286, 0.171428571, 0.585714286,
> 0.1, 0.654545455, 0.266666667, 0.15, 0.42, 0.406666667, 0, NA,
> 0.1125, 0, 0.15, 0, 0.4, 0.06, 0.566666667, 0.22, 0.075, 0.3,
> 0.15, 0, 0.242857143, 0.369230769, 0.18, 0, 0.06, 0.075, 0, 0.18,
> 0.16, 0, 0.1, 0, 0, 0.085714286, 0, 0, 0.025, 0.075, 0, 0, 0,
> 0, 0.15, 0.2, 0, 0, 0.142857143, 0, 0, 0, 0, 0, 0.054545455,
> 0, 0, 0.05, 0.06, 0, 0, 0, 0.216666667, 0, 0, 0, 0, 0, 0, 0,
> 0.05, 0, 0, 0, 0.066666667, 0, 0, 0, 0, 0.166666667, 0, 0, NA,
> 0.257142857, 0, 0, 0, 0.24, 0.1, 0, 0, 0, 0, 0.2, 0, 0.076923077,
> 0, 0, 0.06, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.05, 0, 0, 0, 0.135714286,
> 0.166666667, 0, 0, 0, 0, 0, 0, 0, 0, 0.027272727, 0, 0.090909091,
> 0, 0, 0, 0, 0, 0, 0, 0.085714286, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0.5, 0.075, 0, 0.075, 0, 0, 0.3, NA, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.12, 0.5, 0.2, 0.3125,
> 0.36, 0.05, 0.15, 0, 0.075, 0.55, 0.371428571, 0.1, 0.171428571,
> 0.05, 0.1, 0, 0.0375, 0, 0.128571429, 0.06, 0.12, 0.214285714,
> 0.160606061, 0.1, 0.054545455, 0, 0.06, 0.15, 0, 0.1, 0, 0.054545455,
> 0.383333333, 0.671428571, 0.066666667, 0.225, 0.3, 0, 0.483516484,
> 0, 0.15, 0.085714286, 0.314285714, 0.185714286, 0.144444444,
> 0, 0, 0.075, 0.06, 0, 0, 0.266666667, 0, 0, NA, 0, 0.225, 0,
> 0.15, 0.1, 0.25, 0.085714286, 0, 0.2, 0.1, 0.046153846, 0.24,
> 0, 0, 0.1, 0.3, 0, 0.06, 0, 0.1, 0.15, 0.22, 0, 0.2, 1, 0, 0,
> 0.342857143, 0, 0, 0, 0.55, 0, 0.0375, 0.5, 0.142857143, 0.386666667,
> 0.38, 0.085714286, 0, 0.211111111, 0, 0.15, 0, 0.335714286, 0,
> 0, 0.15, 0.181818182, 0, 0, 0.18, 0.2, 0, 0.15, 0.185714286,
> 0.085714286, 0.05, 0.75, 0, 0, 0.366666667, 0.345454545, 0.655555556,
> 0.5, 0.4, 0, 0.65, 0, 0, 0.042857143, 0, NA, 0.075, 0, 0, 0.06,
> 0, 0, 0.0375, 0, 0.05, 0.261538462, 0, 0, 0.06, 0, 0, 0, 0.246666667,
> 0.06, 0.15, 0.075, 0.22, 0.192857143, 0.275, 0.6, 0.266666667,
> 0.25, 0.085714286, 0.35, 0.764285714, 0.416666667, 0.3, 0.65,
> 0, 0, 0.414285714, 0.1, 0.2, 0, 0.137878788, 0.377777778, 0.690909091,
> 0.075, 0.286666667, 0.4, 0.84, 0.2, 0.3, 0.027272727, 0.085714286,
> 0, 0.033333333, 0.0375, 0.5, 0.475, 0.208791209, 0.557142857,
> 0.533333333, 0.128571429, 0.128571429, 0.128571429, 0.266666667,
> 0, 0.033333333, 0.15, 0.12, 0.316666667, 0.3, 0.366666667, 0.3125,
> 0.542857143, 1, 0.5, NA, 0.42, 0.1, 0.393333333, 0.55, 0.128571429,
> 0.0375, 0.2, 0.15, 0.292307692, 0, 0.6, 0.72, 0.5, 0, 0.32, 0,
> 0.06, 0.2, 0.075, 0.06, 0.05, 0.0375, 0, 0.05, 0.325, 0.042857143,
> 0.05, 0, 0.05, 0, 0, 0.225, 0, 0.128571429, 0, 0.24, 0.642857143,
> 0.1, 0, 0, 0.075, 0.166666667, 0, 0, 0, 0, 0.290909091, 0.307142857,
> 0.085714286, 0.186666667, 0.15, 0, 0.075, 0.131868132, 0, 0,
> 0.214285714, 0.085714286, 0.128571429, 0.033333333, 0, 0.1, 0.15,
> 0.12, 0.166666667, 0.15, 0.18, 0.225, 0.042857143, 0, 0.316666667,
> 0, NA, 0, 0.1, 0.25, 0.128571429, 0.0375, 0.2, 0.1, 0.023076923,
> 0.06, 0, 0.06, 0.166666667, 0.3, 0.12, 0, 0, 0, 0, 0, 0.185714286,
> 0, 0, 0.266666667, 0, 0, 0, 0.1, 0, 0.633333333, 0, 0, 0, 0.125,
> 0, 0, 0, 0, 0, 0.03, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.023076923,
> 0, 0, 0, 0.228571429, 0, 0, 0, 0, 0, 0, 0, 0, 0.166666667, 0.4375,
> 0, 0, 0, 0, 0, NA, 0.135, 0, 0, 0, 0, 0.3, 0.054545455, 0.2,
> 0, 0, 0, 0.5, 0, 0, 0.1, 0, 0.15, 0, 0.471428571, 0.1125, 0,
> 0.025, 0.4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.196666667,
> 0, 0.090909091, 0, 0, 0.1, 0, 0, 0.25, 0, 0.16, 0.285714286,
> 0, 0, 0, 0.333333333, 0, 0.375, 0, 0.621428571, 0.171428571,
> 0, 0.066666667, 0, 0.05, 0.25, 0.12, 0, 0, 0, 0, 0.042857143,
> 0, 0.15, 0, 0.12, 0.15, NA, 0, 0, 0.15, 0, 0.242857143, 0.076923077,
> 0, 0, 0, 0, 0, 0, 0.06, 0.12, 0.06, 0.376190476, 0.033333333,
> 0.214285714, 0.225, 0.3, 0.05, 0.15, 0, 0.383333333, 0, 0.466666667,
> 0, 0.95, 0.1875, 0.1, 0, 0.68, 0, 0, 0.499393939, 0.075, 0.527272727,
> 0.325, 0, 0.6, 1, 0.3, 0.55, 0.06, 0, 0.717142857, 0.1125, 0.7,
> 0.45, 0.2, 0.415384615, 0.125, 1, 0.4, 0.357142857, 0.15, 0.548611111,
> 0.12, 0.1, 0.3, 0.4, 0.86, 0.3, 0.266666667, 0.15, 0.271428571,
> 0, 0.383333333, 0.9, 0.72, 0.15, 0.135, NA, 0.05, 0, 0.5, 0,
> 0.09, 0.2, 1, 0.78, 0.866666667, 0.5, 0.26, 0.262857143, 0, 0.457142857,
> 0, 0.5, 0, 0, 0, 0.458333333, 0.575, 0.292857143, 0.483333333,
> 0.192857143, 0.166666667, 0, 0, 0.575, 0, 0, 0, 0.25, 0, 0.305757576,
> 0.1125, 0.150909091, 0, 0.226666667, 0.1, 0, 0.45, 0.25, 0.226666667,
> 0.2, 0, 0.175, 0.075, 0, 0.1, 0.192307692, 0, 0, 0.05, 0.128571429,
> 0.042857143, 0.170833333, 0.5, 0, 0.15, 0, 0, 0.15, 0.1, 0.125,
> 0.142857143, 0, 0.05, 0, 0.32, 0.433333333, 0.625, 0.25, NA,
> 0.25, 0.1, 0.628571429, 0.478951049, 0.075, 0, 0, 0, 0, 0.38,
> 0.862857143, 0, 0.602857143, 0.117857143, 0.493333333, 0.042857143,
> 0.25, 0.6, 0.383333333, 0, 0.528571429, 0.466666667, 0.442857143,
> 0.26, 0, 0.45, 0.25, 0.4, 0.357142857, 0.12, 0.4, 0.342857143,
> 0.06, 0, 0.254545455, 0.075, 0.5, 0.216666667, 0, 0, 0.55, 0.466666667,
> 0.06, 0, 0.975, 0.1125, 0, 0.4, 0.330769231, 0, 0, 0.285714286,
> 0.042857143, 0.2, 0.311111111, 0.31, 0.25, 0.4, 0.2, 0, 0.15,
> 0.216666667, 0.2875, 0.042857143, 0, 0.05, 0.075, 0.06, 0.1,
> 0.06, 0, 0.210714286, NA, 0.45, 0, 0.169090909, 0, 0, 0, 0.1,
> 0, 0.58, 0.271428571, 0, 0.06, 0.222222222, 0.186666667, 0.085714286,
> 0, 0, 0, 0, 0.05, 0, 0, 0, 0, 0.1, 0.0375, 0.25, 0, 0, 0, 0.317857143,
> 0.054545455, 0, 0.054545455, 0, 0, 0, 0.12, 0, 0, 0.033333333,
> 0.1, 0, 0.075, 0.075, 0, 0.1, 0, 0.225, 0.42, 0, 0, 0, 0, 0,
> 0.15, 0, 0.12, 0.12, 0, 0.2, 0.075, 0, 0, 0, 0.15, 0, 0.166666667,
> 0, 0.75, 0, 0.05, NA, 0.1, 0, 0, 0.6, 0.44, 0, 0, 0, 0.042857143,
> 0.34, 0, 0.415079365, 0, 0, 0.4, 0, 0.025, 0.15, 0, 0, 0.1, 0.226666667,
> 0.075, 0, 0.35, 0, 0, 0.286666667, 0.15, 0.728571429, 0.531212121,
> 0.0375, 0.03, 0, 0.286666667, 0, 0, 0, 0, 0.033333333, 0.488571429,
> 0, 0, 0.0375, 0.15, 0.1, 0.115384615, 0, 0, 0.05, 0.614285714,
> 0, 0, 0, 0.4, 0, 0, 0.06, 0.5, 0.05, 0.0375, 0.042857143, 0.5,
> 0.15, 0, 0.18, 0.166666667, 0.26, 0, 0.546428571, 0.385714286,
> 0, NA, 0.054545455, 0.3, 0, 0, 0, 0, 0, 0.22, 0, 0.488571429,
> 0.117857143, 0.473333333, 0.042857143, 0.1625, 0, 0.15, 0, 0.392857143,
> 0.1, 0.1, 0, 0, 0, 0, 0, 0.510714286, 0.06, 0.35, 0.075, 0.114545455,
> 0.966666667, 0.266363636, 0.325, 0.466666667, 0.05, 0, 0.15,
> 0, 0.48, 0.285714286, 0.145714286, 0.075, 0, 0, 0.333333333,
> 0.2, 0.35, 0.1, 0.292857143, 0.085714286, 0.125, 0.297222222,
> 0.1, 0.3, 0.5, 0.2, 0, 0, 0.15, 0.0375, 0.342857143, 0, 0.5,
> 0, 0, 0, 0.135, 0, 0.560714286, 0.435714286, 0, 0, NA, 0.075,
> 0, 0, 0, 0, 0.5, 0, 0.8, 0, 0.042857143, 0, 0.085714286, 0.0375,
> 0, 0, 0.075, 0, 0.1, 0, 0, 0.25, 0, 0, 0.7, 0, 0.06, 0.15, 0,
> 0.083333333, 0, 0.054545455, 0, 0, 0.266666667, 0, 0, 0, 0, 0.242857143,
> 0.288571429, 0, 0.275, 0, 0, 0, 0.05, 0, 0.1, 0.228571429, 0,
> 0.186111111, 0.25, 0.2, 0, 0.18, 0.2, 0, 0, 0, 0.085714286, 0.5,
> 0.166666667, 0, 0, 0, 0, 0, 0.05, 0, 0, 0, 0, NA, 0, 0, 0, 0,
> 0, 0, 0.12, 0, 0, 0, 0.142857143, 0.075, 0, 0.025, 0, 0, 0, 0,
> 0, 0, 0, 0.075, 0, 0, 0.166666667, 0, 0, 0, 0.066666667, 0.03,
> 0, 0.06, 0.05, 0.39, 0, 0, 0, 0, 0.085714286, 0, 0.075, 0.3,
> 0, 0.115384615, 0, 0, 0, 0, 0, 0, 0.06, 0, 0, 0.06, 0.06, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.3, 0.085714286, 0, 0.1, 0, 0.084545455,
> 0.2, NA, 0.56, 0.3, 0, 0, 0, 0.32, 0, 0.222222222, 0.06, 0.085714286,
> 0, 0, 0.025, 0, 0.1, 0.05, 0.05, 0.56, 0.075, 0.3, 0.2, 0.1,
> 0.335714286, 0.24, 0.25, 0.285714286, 0.054545455, 0.0375, 0.120909091,
> 0.65, 0.06, 0.316666667, 0.24, 0, 0.3, 0.12, 0.06, 0.085714286,
> 0.075, 0.2375, 1, 0.333333333, 0.361538462, 0.05, 0.16, 0.1,
> 0, 0.485714286, 0.104166667, 0.09, 0.25, 0, 0.18, 0, 0, 0.5,
> 0.0375, 0.085714286, 0.15, 0.25, 0.075, 0.06, 0, 0.125, 0.6,
> 0, 0.142857143, 0.4, 0.1, 0.084545455, 0.625, 0, NA, 0.533333333,
> 0.6, 0.06, 0.06, 0, 0, 0.042857143, 0, 0, 0, 0, 0.133333333,
> 0.075, 0, 0, 0, 0.06, 0, 0.1, 0, 0, 0, 0, 0, 0.075, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0.145714286, 0.0375, 0, 0, 0, 0, 0, 0.22,
> 0, 0, 0.617857143, 0, 0, 0, 0.075, 0.12, 0.18, 0, 0, 0, 0.228571429,
> 0, 0.1, 0.075, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, NA, 0.3, 0,
> 0, 0, 0.231428571, 0.15, 0, 0.542857143, 0.4875, 1, 0.358333333,
> 0.475, 0.1, 0, 0.864285714, 0.16, 0.866666667, 0, 0.1875, 0.35,
> 0.210714286, 0.226666667, 0.1, 0, 0, 0, 0.23, 0.45, 0.12, 0.2,
> 0.15, 0, 0, 0.166666667, 0.302857143, 0, 0.3, 0.275, 0, 0, 0.146153846,
> 0.075, 0, 0, 0.042857143, 0.235714286, 0.215277778, 0.47, 0.2,
> 0.15, 0.06, 0.42, 0.8, 0.15, 0.5625, 0.614285714, 0.6, 0.1, 0.375,
> 0.24, 0.583333333, 0.425, 0, 0.221428571, 0, 0, 0.528571429,
> 0.06, 0.225, 0.3, 0, 0.1, NA, 0.12, 0.12, 0.1, 0, 0.042857143,
> 0.153333333, 0, 0.15, 0, 0, 0, 0.435714286, 0.316666667, 0.05,
> 0, 0, 0, 0.0375, 0, 0.360714286, 0.06, 0.25, 0.075, 0, 0.604166667,
> 0.06, 0.075, 0.18, 0, 0, 1, 0, 0.313333333, 0, 0.145714286, 0.075,
> 0.0375, 0, 0, 0, 0.65, 0, 0, 0, 0.042857143, 0, 0, 0, 0.075,
> 0.26, 0, 0, 0.1, 0.15, 0, 0.15, 0, 0.25, 0.2, 0.15, 0, 0, 0.05,
> 0.342857143, 0.1, 0, 0.66993007, 0, 0, 0, 0, 0, NA), .Dim = c(72L,
> 72L), .Dimnames = list(c("Ageing", "Anti-Corruption", "Benchmarking Progress",
> "Catastrophic Risks", "Chronic Diseases& Well-being", "Climate Change",
> "Competitiveness", "Conflict Prevention", "Design", "Ecosystems&
> Biodiversity",
> "Education", "Emerging Multinationals", "Emerging Technologies",
> "Employment& Social Protection", "Energy Security", "Fiscal Crises",
> "Food Security", "Fragile States", "Future of Government", "Geopolitical Risk",
> "Human Rights", "Humanitarian Assistance", "Illicit Trade", "Informed
> Societies",
> "Innovation", "Institutional Governance Systems", "Intellectual
> Property System",
> "International Legal System", "International Monetary System",
> "Internet Security", "Migration", "Next Generation", "Ocean Governance",
> "Organized Crime", "Population Growth", "Poverty& Economic Development",
> "Role of Business", "Skills& Talent Mobility", "Social Innovation",
> "Space Security", "Systemic Financial Risk", "Terrorism", "Trade",
> "Urbanization", "Values", "Water Security", "Weapons of Mass Destruction",
> "Women’s Empowerment", "Africa", "China", "Europe& Central Asia",
> "India", "Japan", "Korea", "Latin America", "Middle East& North Africa",
> "North America", "South-East Asia", "Automotive", "Aviation, Travel& Tourism",
> "Banking& Capital Markets", "Consumer", "Health", "Insurance& Asset
> Management",
> "Logistics& Supply Chain", "Media, Entertainment& Information",
> "Mining& Metals", "Private Fund Managers", "Public& Institutional Investors",
> "Real Estate", "Renewable Energy", "Telecom"), c("Ageing", "Anti-Corruption",
> "Benchmarking Progress", "Catastrophic Risks", "Chronic Diseases& Well-being",
> "Climate Change", "Competitiveness", "Conflict Prevention", "Design",
> "Ecosystems& Biodiversity", "Education", "Emerging Multinationals",
> "Emerging Technologies", "Employment& Social Protection", "Energy Security",
> "Fiscal Crises", "Food Security", "Fragile States", "Future of Government",
> "Geopolitical Risk", "Human Rights", "Humanitarian Assistance",
> "Illicit Trade", "Informed Societies", "Innovation", "Institutional
> Governance Systems",
> "Intellectual Property System", "International Legal System",
> "International Monetary System", "Internet Security", "Migration",
> "Next Generation", "Ocean Governance", "Organized Crime", "Population Growth",
> "Poverty& Economic Development", "Role of Business", "Skills& Talent
> Mobility",
> "Social Innovation", "Space Security", "Systemic Financial Risk",
> "Terrorism", "Trade", "Urbanization", "Values", "Water Security",
> "Weapons of Mass Destruction", "Women’s Empowerment", "Africa",
> "China", "Europe& Central Asia", "India", "Japan", "Korea",
> "Latin America", "Middle East& North Africa", "North America",
> "South-East Asia", "Automotive", "Aviation, Travel& Tourism",
> "Banking& Capital Markets", "Consumer", "Health", "Insurance& Asset
> Management",
> "Logistics& Supply Chain", "Media, Entertainment& Information",
> "Mining& Metals", "Private Fund Managers", "Public& Institutional Investors",
> "Real Estate", "Renewable Energy", "Telecom")))
>>
>
>
>
>
>
>
>
>
>> kjetil
>>
>>>
>>> Best,
>>> Uwe
>>>
>>>
>>>> (running R from within emacs-ess)
>>>> Kjetil
>>>>
>>>> ______________________________________________
>>>> R-help at r-project.org mailing list
>>>> https://stat.ethz.ch/mailman/listinfo/r-help
>>>> PLEASE do read the posting guide
>>>> http://www.R-project.org/posting-guide.html
>>>> and provide commented, minimal, self-contained, reproducible code.
>>>
>>
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