[R] ?summaryRprof running at 100% cpu for one hour ...
Kjetil Halvorsen
kjetilbrinchmannhalvorsen at gmail.com
Sun Nov 21 18:13:27 CET 2010
see below.
On Sat, Nov 20, 2010 at 10:38 PM, Kjetil Halvorsen
<kjetilbrinchmannhalvorsen at gmail.com> 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)
>
And here is the continuation from sunday morning:
> green.ana <-anacor(Wna, ndim=3)
> summaryRprof(memory="both")
$by.self
self.time self.pct total.time total.pct mem.total
"%*%" 425.36 63.33 425.36 63.33 1285.7
"as.vector" 59.16 8.81 59.20 8.81 607.8
"array" 56.24 8.37 116.46 17.34 1404.7
"aperm" 52.24 7.78 52.24 7.78 572.9
"gsvdDer" 47.58 7.08 662.32 98.61 4135.9
"*" 16.56 2.47 16.56 2.47 189.0
"apply" 2.30 0.34 539.06 80.26 2498.7
"FUN" 2.16 0.32 489.90 72.94 2091.5
"strsplit" 1.58 0.24 1.58 0.24 6.7
"rbind" 1.26 0.19 1.26 0.19 6.3
"+" 0.98 0.15 0.98 0.15 47.1
"gsvdScal" 0.76 0.11 1.54 0.23 13.1
"inherits" 0.62 0.09 0.62 0.09 33.7
"lapply" 0.56 0.08 3.42 0.51 172.3
"prod" 0.54 0.08 0.54 0.08 3.9
"unique.default" 0.40 0.06 1.10 0.16 71.6
"regexpr" 0.36 0.05 0.36 0.05 0.3
"readLines" 0.34 0.05 0.34 0.05 2.7
"list" 0.32 0.05 0.32 0.05 4.3
"!=" 0.26 0.04 0.26 0.04 2.7
"t.default" 0.26 0.04 0.26 0.04 1.0
"drop" 0.14 0.02 0.42 0.06 7.4
"-" 0.14 0.02 0.14 0.02 2.8
"!" 0.14 0.02 0.14 0.02 1.7
"unlist" 0.12 0.02 0.56 0.08 30.6
"outer" 0.12 0.02 0.40 0.06 5.5
"substr" 0.12 0.02 0.20 0.03 2.7
".Call" 0.08 0.01 0.08 0.01 2.3
"is.list" 0.08 0.01 0.08 0.01 0.6
"nchar" 0.08 0.01 0.08 0.01 1.7
"is.factor" 0.06 0.01 0.14 0.02 10.4
"diff.default" 0.06 0.01 0.06 0.01 4.7
"dim<-" 0.06 0.01 0.06 0.01 1.2
"lazyLoadDBfetch" 0.06 0.01 0.06 0.01 2.3
"length" 0.06 0.01 0.06 0.01 2.5
"reconstitute" 0.04 0.01 0.14 0.02 0.7
"table" 0.04 0.01 0.12 0.02 1.9
"as.integer" 0.04 0.01 0.04 0.01 0.1
"deparse" 0.04 0.01 0.04 0.01 0.4
"ifelse" 0.04 0.01 0.04 0.01 0.5
"is.array" 0.04 0.01 0.04 0.01 0.2
"match" 0.04 0.01 0.04 0.01 0.9
"acovuv" 0.02 0.00 2.22 0.33 10.9
"t" 0.02 0.00 0.28 0.04 1.1
"rowsum" 0.02 0.00 0.04 0.01 2.7
"solve.default" 0.02 0.00 0.04 0.01 2.3
".C" 0.02 0.00 0.02 0.00 0.3
"/" 0.02 0.00 0.02 0.00 0.1
"as.list" 0.02 0.00 0.02 0.00 0.0
"diag" 0.02 0.00 0.02 0.00 0.1
"is.na" 0.02 0.00 0.02 0.00 0.0
"is.null" 0.02 0.00 0.02 0.00 0.0
"sort.list" 0.02 0.00 0.02 0.00 0.1
$by.total
total.time total.pct mem.total self.time self.pct
"anacor" 666.32 99.20 4161.3 0.00 0.00
"gsvdDer" 662.32 98.61 4135.9 47.58 7.08
"apply" 539.06 80.26 2498.7 2.30 0.34
"FUN" 489.90 72.94 2091.5 2.16 0.32
"%*%" 425.36 63.33 1285.7 425.36 63.33
"array" 116.46 17.34 1404.7 56.24 8.37
"as.vector" 59.20 8.81 607.8 59.16 8.81
"aperm" 52.24 7.78 572.9 52.24 7.78
"*" 16.56 2.47 189.0 16.56 2.47
"summaryRprof" 5.26 0.78 189.0 0.00 0.00
"lapply" 3.42 0.51 172.3 0.56 0.08
"acovuv" 2.22 0.33 10.9 0.02 0.00
"strsplit" 1.58 0.24 6.7 1.58 0.24
"sapply" 1.56 0.23 28.3 0.00 0.00
"gsvdScal" 1.54 0.23 13.1 0.76 0.11
"rbind" 1.26 0.19 6.3 1.26 0.19
"pmax" 1.26 0.19 19.5 0.00 0.00
"unique.default" 1.10 0.16 71.6 0.40 0.06
"+" 0.98 0.15 47.1 0.98 0.15
"is.vector" 0.72 0.11 4.7 0.00 0.00
"inherits" 0.62 0.09 33.7 0.62 0.09
"unlist" 0.56 0.08 30.6 0.12 0.02
"prod" 0.54 0.08 3.9 0.54 0.08
"drop" 0.42 0.06 7.4 0.14 0.02
"outer" 0.40 0.06 5.5 0.12 0.02
"regexpr" 0.36 0.05 0.3 0.36 0.05
"readLines" 0.34 0.05 2.7 0.34 0.05
"list" 0.32 0.05 4.3 0.32 0.05
"t" 0.28 0.04 1.1 0.02 0.00
"unique" 0.28 0.04 14.7 0.00 0.00
"!=" 0.26 0.04 2.7 0.26 0.04
"t.default" 0.26 0.04 1.0 0.26 0.04
"substr" 0.20 0.03 2.7 0.12 0.02
"-" 0.14 0.02 2.8 0.14 0.02
"!" 0.14 0.02 1.7 0.14 0.02
"is.factor" 0.14 0.02 10.4 0.06 0.01
"reconstitute" 0.14 0.02 0.7 0.04 0.01
"table" 0.12 0.02 1.9 0.04 0.01
".Call" 0.08 0.01 2.3 0.08 0.01
"is.list" 0.08 0.01 0.6 0.08 0.01
"nchar" 0.08 0.01 1.7 0.08 0.01
"diff.default" 0.06 0.01 4.7 0.06 0.01
"dim<-" 0.06 0.01 1.2 0.06 0.01
"lazyLoadDBfetch" 0.06 0.01 2.3 0.06 0.01
"length" 0.06 0.01 2.5 0.06 0.01
"factor" 0.06 0.01 1.0 0.00 0.00
"gsvd" 0.06 0.01 1.8 0.00 0.00
"as.integer" 0.04 0.01 0.1 0.04 0.01
"deparse" 0.04 0.01 0.4 0.04 0.01
"ifelse" 0.04 0.01 0.5 0.04 0.01
"is.array" 0.04 0.01 0.2 0.04 0.01
"match" 0.04 0.01 0.9 0.04 0.01
"rowsum" 0.04 0.01 2.7 0.02 0.00
"solve.default" 0.04 0.01 2.3 0.02 0.00
"ginvgsvd" 0.04 0.01 2.3 0.00 0.00
"La.svd" 0.04 0.01 0.3 0.00 0.00
"mfunc" 0.04 0.01 1.7 0.00 0.00
"sessionInfo" 0.04 0.01 0.0 0.00 0.00
"solve" 0.04 0.01 2.3 0.00 0.00
"svd" 0.04 0.01 0.3 0.00 0.00
".C" 0.02 0.00 0.3 0.02 0.00
"/" 0.02 0.00 0.1 0.02 0.00
"as.list" 0.02 0.00 0.0 0.02 0.00
"diag" 0.02 0.00 0.1 0.02 0.00
"is.na" 0.02 0.00 0.0 0.02 0.00
"is.null" 0.02 0.00 0.0 0.02 0.00
"sort.list" 0.02 0.00 0.1 0.02 0.00
"benzdist" 0.02 0.00 0.0 0.00 0.00
"eigen" 0.02 0.00 1.5 0.00 0.00
"rowsum.default" 0.02 0.00 0.2 0.00 0.00
"rowSums" 0.02 0.00 0.1 0.00 0.00
"summar 0.02 0.00 0.0 0.00 0.00
"tabulate" 0.02 0.00 0.3 0.00 0.00
"tcrossprod" 0.02 0.00 0.2 0.00 0.00
$sample.interval
[1] 0.02
$sampling.time
[1] 671.66
Warning message:
In readLines(con, n = chunksize) :
incomplete final line found on 'Rprof.out'
> ?save.image
And at this point it has been running with one cpu at 100% for over an hour!
Kjetil
(Trying to learn about running this in GDB, as suggested above. If I
find out about that, more results on Monday.
Kjetil
> 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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