std() computes a z-transformation (standardized and centered) on the input. center() centers the input. std_if() and center_if() are scoped variants of std() and center(), where transformation will be applied only to those variables that match the logical condition of predicate.

std(
  x,
  ...,
  robust = c("sd", "2sd", "gmd", "mad"),
  include.fac = FALSE,
  append = TRUE,
  suffix = "_z"
)

std_if(
  x,
  predicate,
  robust = c("sd", "2sd", "gmd", "mad"),
  include.fac = FALSE,
  append = TRUE,
  suffix = "_z"
)

center(x, ..., include.fac = FALSE, append = TRUE, suffix = "_c")

center_if(x, predicate, include.fac = FALSE, append = TRUE, suffix = "_c")

Arguments

x

A vector or data frame.

...

Optional, unquoted names of variables that should be selected for further processing. Required, if x is a data frame (and no vector) and only selected variables from x should be processed. You may also use functions like : or tidyselect's select-helpers. See 'Examples' or package-vignette.

robust

Character vector, indicating the method applied when standardizing variables with std(). By default, standardization is achieved by dividing the centered variables by their standard deviation (robust = "sd"). However, for skewed distributions, the median absolute deviation (MAD, robust = "mad") or Gini's mean difference (robust = "gmd") might be more robust measures of dispersion. For the latter option, sjstats needs to be installed. robust = "2sd" divides the centered variables by two standard deviations, following a suggestion by Gelman (2008), so the rescaled input is comparable to binary variables.

include.fac

Logical, if TRUE, factors will be converted to numeric vectors and also standardized or centered.

append

Logical, if TRUE (the default) and x is a data frame, x including the new variables as additional columns is returned; if FALSE, only the new variables are returned.

suffix

Indicates which suffix will be added to each dummy variable. Use "numeric" to number dummy variables, e.g. x_1, x_2, x_3 etc. Use "label" to add value label, e.g. x_low, x_mid, x_high. May be abbreviated.

predicate

A predicate function to be applied to the columns. The variables for which predicate returns TRUE are selected.

Value

If x is a vector, returns a vector with standardized or centered variables. If x is a data frame, for append = TRUE, x including the transformed variables as new columns is returned; if append = FALSE, only the transformed variables will be returned. If append = TRUE and suffix = "", recoded variables will replace (overwrite) existing variables.

Details

std() and center() also work on grouped data frames (see group_by). In this case, standardization or centering is applied to the subsets of variables in x. See 'Examples'.

For more complicated models with many predictors, Gelman and Hill (2007) suggest leaving binary inputs as is and only standardize continuous predictors by dividing by two standard deviations. This ensures a rough comparability in the coefficients.

Note

std() and center() only return a vector, if x is a vector. If x is a data frame and only one variable is specified in the ...-ellipses argument, both functions do return a data frame (see 'Examples').

References

Gelman A (2008) Scaling regression inputs by dividing by two standard deviations. Statistics in Medicine 27: 2865-2873. http://www.stat.columbia.edu/~gelman/research/published/standardizing7.pdf

Gelman A, Hill J (2007) Data Analysis Using Regression and Multilevel/Hierarchical Models. Cambdridge, Cambdrige University Press: 55-57

Examples

data(efc)
std(efc$c160age) %>% head()
#> [1]  0.19002509  0.04023278  1.98753275  1.16367507 -0.48404028  0.19002509
std(efc, e17age, c160age, append = FALSE) %>% head()
#>     e17age_z   c160age_z
#> 1  0.4791992  0.19002509
#> 2  1.0969170  0.04023278
#> 3  0.3556557  1.98753275
#> 4 -1.4974976  1.16367507
#> 5  0.6027428 -0.48404028
#> 6  0.7262864  0.19002509

center(efc$c160age) %>% head()
#> [1]  2.5371809  0.5371809 26.5371809 15.5371809 -6.4628191  2.5371809
center(efc, e17age, c160age, append = FALSE) %>% head()
#>     e17age_c  c160age_c
#> 1   3.878788  2.5371809
#> 2   8.878788  0.5371809
#> 3   2.878788 26.5371809
#> 4 -12.121212 15.5371809
#> 5   4.878788 -6.4628191
#> 6   5.878788  2.5371809

# NOTE!
std(efc$e17age) # returns a vector
#>   [1]  0.47919925  1.09691703  0.35565569 -1.49749765  0.60274280  0.72628636
#>   [7] -0.63269276  0.97337347 -0.01497498  0.47919925 -1.37395409  2.20880903
#>  [13]  0.10856858 -0.50914920  0.35565569  1.22046058  0.10856858 -0.87977987
#>  [19]  1.83817836 -0.01497498  1.22046058 -1.49749765  1.83817836  0.47919925
#>  [25]  0.72628636  0.10856858  1.09691703 -0.38560564  0.60274280  1.96172192
#>  [31]  1.09691703  0.97337347  1.22046058  0.10856858 -0.50914920  0.35565569
#>  [37] -1.25041054  1.46754769  0.84982991  0.84982991  0.60274280 -1.25041054
#>  [43] -1.49749765 -1.49749765 -1.62104120 -0.01497498 -0.87977987 -1.74458476
#>  [49] -0.50914920  0.97337347 -1.37395409 -0.50914920 -1.74458476 -1.49749765
#>  [55]  0.23211214  0.47919925          NA  0.35565569 -0.01497498 -0.87977987
#>  [61]  0.97337347  0.72628636  1.09691703 -0.63269276  0.97337347  1.09691703
#>  [67] -0.38560564  0.23211214  0.10856858 -1.37395409  0.35565569          NA
#>  [73]  1.46754769 -1.62104120  1.22046058 -0.01497498 -1.25041054  1.59109125
#>  [79] -0.50914920 -0.38560564 -0.26206209          NA -0.38560564 -0.38560564
#>  [85] -0.01497498 -0.26206209 -1.49749765 -1.62104120 -0.13851853  0.60274280
#>  [91] -0.01497498 -0.26206209 -1.62104120  1.83817836 -1.74458476  1.34400414
#>  [97] -1.62104120  1.34400414  0.72628636 -0.26206209 -0.38560564 -1.62104120
#> [103] -0.38560564  0.10856858  1.22046058 -1.25041054 -0.50914920 -0.50914920
#> [109]  0.10856858  0.10856858 -0.63269276  0.35565569  1.46754769  0.10856858
#> [115] -0.63269276  1.34400414  0.47919925  0.35565569 -0.75623631  0.60274280
#> [121]  1.34400414 -1.74458476  0.60274280 -0.87977987  1.96172192 -1.49749765
#> [127]  0.23211214  1.59109125  0.47919925 -0.63269276  1.46754769 -0.13851853
#> [133]  0.23211214 -0.38560564  1.71463481  2.20880903  1.71463481  0.23211214
#> [139] -0.50914920  0.60274280 -0.13851853  0.60274280  0.97337347  0.47919925
#> [145]  1.83817836  0.72628636 -1.12686698 -1.25041054 -0.38560564  0.47919925
#> [151]  1.46754769  1.34400414  0.97337347  1.46754769 -0.87977987 -0.75623631
#> [157] -0.01497498  0.60274280  0.35565569 -1.74458476 -0.13851853  1.83817836
#> [163]  1.46754769          NA  0.10856858 -1.12686698  0.60274280  0.35565569
#> [169] -0.38560564 -0.26206209 -1.62104120  1.34400414 -0.38560564 -1.25041054
#> [175]  1.09691703 -1.00332342  1.71463481  2.20880903  0.60274280 -0.01497498
#> [181]  1.46754769  0.60274280 -0.50914920  0.23211214 -0.26206209 -0.50914920
#> [187] -0.63269276  1.59109125 -0.01497498 -0.63269276 -0.38560564          NA
#> [193]  0.60274280 -1.74458476  0.72628636 -0.50914920  1.34400414  0.47919925
#> [199]  0.97337347  0.84982991  1.71463481  1.59109125  1.59109125  0.60274280
#> [205]  0.47919925  0.35565569  0.97337347  1.22046058  1.46754769  0.60274280
#> [211]  1.71463481  0.72628636 -0.01497498  0.60274280 -1.74458476  1.22046058
#> [217]  0.60274280  0.23211214 -0.26206209 -1.74458476  1.71463481  2.08526547
#> [223]  1.34400414  0.84982991  1.09691703 -0.01497498  1.46754769  0.60274280
#> [229] -1.00332342 -1.49749765  0.97337347  0.60274280  0.97337347  0.60274280
#> [235]  0.84982991  0.47919925 -1.25041054 -0.50914920 -0.01497498 -0.38560564
#> [241] -0.38560564  0.35565569  1.09691703  1.34400414  0.97337347 -0.38560564
#> [247] -0.38560564  0.84982991  0.47919925  1.22046058  0.35565569 -0.01497498
#> [253] -1.49749765 -0.75623631  1.22046058  1.96172192 -1.74458476  1.22046058
#> [259]  0.47919925  0.84982991  0.35565569  1.71463481  1.34400414 -0.01497498
#> [265]  2.20880903 -0.13851853 -0.63269276  0.84982991  1.09691703 -0.26206209
#> [271] -0.38560564 -0.63269276 -0.38560564 -1.00332342 -0.63269276  0.35565569
#> [277]  0.35565569 -0.63269276 -0.75623631 -1.49749765 -1.12686698 -1.12686698
#> [283] -1.12686698 -1.49749765  0.10856858 -1.25041054  1.22046058  0.47919925
#> [289]  0.47919925 -1.49749765  0.60274280  1.34400414  0.10856858  0.23211214
#> [295]  0.97337347 -0.75623631 -1.00332342  0.10856858 -1.25041054 -0.75623631
#> [301]  1.09691703 -0.75623631 -0.13851853  0.84982991 -0.50914920  1.22046058
#> [307]  0.47919925 -0.13851853 -1.25041054 -1.12686698  0.84982991 -1.49749765
#> [313] -0.63269276  0.97337347 -1.62104120 -1.37395409 -0.87977987  0.10856858
#> [319]  1.22046058  0.60274280  1.71463481  0.84982991  0.60274280  0.84982991
#> [325]  0.47919925  0.84982991  1.09691703 -0.50914920 -0.38560564          NA
#> [331]  0.23211214 -0.13851853  0.47919925  1.83817836  0.60274280 -1.00332342
#> [337]  0.84982991  1.22046058  1.71463481 -0.50914920 -0.75623631 -1.12686698
#> [343] -0.50914920          NA -0.50914920  2.95007036 -1.12686698  0.60274280
#> [349] -0.13851853  0.72628636  0.23211214  1.34400414 -0.38560564 -0.50914920
#> [355] -0.63269276 -0.50914920  1.22046058 -0.75623631 -0.01497498  0.47919925
#> [361]  1.46754769  0.23211214 -0.26206209 -1.74458476 -0.75623631 -0.75623631
#> [367] -1.25041054 -0.01497498  0.35565569 -0.38560564  0.60274280  0.84982991
#> [373]  1.09691703 -0.38560564  1.83817836 -0.13851853 -1.49749765  0.23211214
#> [379] -1.25041054 -0.26206209 -0.75623631 -1.12686698  0.35565569  1.71463481
#> [385]  0.23211214 -1.12686698 -0.13851853  0.60274280  0.47919925  0.35565569
#> [391]  0.72628636  0.47919925 -1.37395409 -1.12686698 -0.38560564 -0.75623631
#> [397] -0.38560564  0.10856858 -1.49749765 -0.26206209 -0.01497498 -0.87977987
#> [403]  1.34400414  1.34400414 -1.62104120  0.10856858  0.23211214  0.72628636
#> [409]  0.47919925  0.72628636  0.60274280 -1.74458476 -1.00332342 -1.37395409
#> [415] -1.74458476 -0.75623631 -1.37395409 -1.49749765 -0.75623631  0.60274280
#> [421]  2.33235258 -0.13851853  0.35565569  1.22046058  0.60274280 -1.12686698
#> [427] -0.13851853  0.35565569  1.83817836  1.22046058 -0.75623631  0.10856858
#> [433]  0.60274280 -0.13851853  0.47919925 -0.26206209  0.35565569  0.23211214
#> [439] -0.87977987  1.09691703  0.10856858 -0.01497498 -1.62104120  0.84982991
#> [445]  0.72628636 -0.01497498  0.60274280          NA  0.97337347 -1.00332342
#> [451] -1.00332342 -0.38560564  0.10856858  0.23211214  1.34400414  0.35565569
#> [457] -0.26206209  1.96172192  0.84982991  0.35565569  1.34400414 -0.01497498
#> [463]  1.96172192  0.97337347 -0.13851853  0.47919925 -0.50914920  0.10856858
#> [469] -0.87977987 -0.38560564  0.60274280 -1.62104120 -0.26206209  0.60274280
#> [475] -1.37395409 -0.13851853 -1.74458476 -0.87977987 -1.49749765 -0.13851853
#> [481] -1.49749765  0.35565569 -0.50914920  0.35565569 -0.01497498 -0.38560564
#> [487]  1.22046058  1.59109125 -1.62104120  1.22046058 -0.01497498 -0.75623631
#> [493]  1.22046058 -0.01497498          NA  0.23211214  0.60274280 -0.26206209
#> [499] -0.75623631 -0.01497498 -0.75623631  0.10856858 -0.75623631  1.09691703
#> [505]  0.35565569  1.71463481 -1.12686698 -1.25041054 -1.12686698  0.84982991
#> [511] -0.50914920  0.23211214 -1.74458476  0.84982991  1.46754769 -0.87977987
#> [517]  0.97337347 -0.26206209 -1.74458476  0.23211214 -0.87977987  1.71463481
#> [523] -1.74458476 -0.26206209 -0.26206209 -0.38560564  0.72628636 -0.01497498
#> [529]  0.35565569  0.47919925  0.84982991 -1.00332342 -0.50914920  0.47919925
#> [535] -0.13851853 -0.63269276  1.09691703  0.84982991  0.35565569  1.22046058
#> [541]  1.46754769  1.34400414 -0.26206209 -1.74458476 -1.25041054 -1.37395409
#> [547] -1.12686698  0.35565569 -0.26206209  0.35565569 -1.25041054  0.23211214
#> [553]  0.84982991  0.72628636 -1.49749765 -1.12686698 -0.13851853  0.47919925
#> [559]  0.23211214 -0.63269276 -0.13851853  0.47919925 -1.25041054  2.20880903
#> [565] -1.12686698  1.59109125  1.46754769 -1.74458476          NA  1.83817836
#> [571] -1.25041054 -0.13851853  0.97337347  0.35565569  0.60274280 -0.01497498
#> [577]  0.72628636 -1.74458476 -0.38560564 -1.74458476 -0.13851853  1.46754769
#> [583]  1.09691703  0.47919925 -0.75623631 -0.01497498  0.84982991  0.35565569
#> [589] -0.50914920 -1.62104120  1.71463481  0.84982991  0.84982991 -1.25041054
#> [595] -1.62104120  0.47919925 -1.74458476 -1.00332342  0.47919925  1.59109125
#> [601]  0.47919925  1.96172192 -0.38560564  0.23211214 -0.01497498  0.97337347
#> [607] -0.63269276 -1.12686698  0.10856858 -0.50914920 -1.37395409 -1.25041054
#> [613] -1.37395409 -1.12686698  1.22046058          NA  0.47919925 -1.12686698
#> [619]  0.35565569  0.60274280  0.35565569  0.10856858  0.84982991 -1.25041054
#> [625]  0.97337347 -1.00332342 -1.62104120  0.72628636  0.72628636  1.96172192
#> [631] -0.38560564 -1.25041054 -1.37395409  0.35565569  1.59109125 -1.62104120
#> [637] -0.63269276 -0.50914920  1.34400414 -0.87977987  1.59109125 -1.12686698
#> [643] -0.01497498 -0.01497498 -1.25041054 -1.12686698  0.35565569 -0.01497498
#> [649] -0.87977987 -0.38560564 -1.74458476  1.59109125 -1.12686698  1.22046058
#> [655] -0.87977987 -0.50914920 -0.75623631  0.35565569  0.10856858  0.35565569
#> [661]  0.35565569 -1.00332342 -0.26206209 -0.75623631  0.10856858 -1.00332342
#> [667] -1.74458476  0.47919925 -1.49749765 -1.37395409 -1.00332342 -0.26206209
#> [673] -0.87977987 -1.37395409 -0.26206209 -1.12686698  0.60274280  1.22046058
#> [679] -1.37395409  1.22046058 -1.37395409 -0.87977987 -0.13851853  0.60274280
#> [685]  1.59109125 -1.37395409 -1.62104120 -1.00332342 -1.74458476  0.23211214
#> [691]  0.35565569 -0.50914920  0.10856858 -1.12686698  1.46754769  1.83817836
#> [697] -1.62104120  0.97337347  0.84982991  0.47919925 -0.75623631 -1.12686698
#> [703] -0.75623631  0.47919925 -0.38560564  1.34400414 -0.87977987 -0.13851853
#> [709] -1.00332342 -0.87977987  0.84982991 -1.12686698 -1.49749765 -1.74458476
#> [715] -0.63269276 -0.38560564 -0.01497498 -1.62104120 -0.75623631  1.34400414
#> [721] -1.37395409 -1.49749765  0.84982991 -0.01497498 -0.50914920  0.72628636
#> [727] -0.26206209 -0.01497498  1.71463481  0.10856858 -0.26206209  0.23211214
#> [733]  0.10856858  0.84982991 -1.49749765  1.46754769 -0.87977987  0.35565569
#> [739]  1.83817836  1.22046058  0.47919925 -0.50914920  1.22046058  0.10856858
#> [745]  0.60274280 -0.26206209 -0.50914920 -0.01497498  0.72628636  0.97337347
#> [751]  0.35565569  1.34400414  0.47919925  0.72628636  0.10856858 -1.62104120
#> [757] -0.01497498  1.46754769  1.22046058 -1.25041054 -0.75623631  0.47919925
#> [763] -0.01497498  0.72628636  0.23211214  0.72628636 -1.62104120 -0.63269276
#> [769] -0.75623631 -0.38560564  0.47919925 -0.13851853  1.09691703  1.22046058
#> [775]  0.60274280 -0.75623631  1.59109125 -1.74458476 -1.25041054 -0.26206209
#> [781] -0.01497498 -0.75623631 -1.37395409 -1.25041054  0.10856858  0.23211214
#> [787] -1.49749765 -0.63269276  1.09691703 -1.12686698 -0.75623631 -1.49749765
#> [793] -0.63269276  0.97337347  1.46754769 -0.38560564  0.97337347 -0.87977987
#> [799] -0.26206209  1.22046058  0.60274280 -0.13851853  0.23211214 -0.63269276
#> [805]  0.10856858 -0.26206209 -0.01497498  1.22046058  1.34400414  0.97337347
#> [811]  0.23211214  0.35565569 -1.00332342 -0.50914920 -1.25041054 -0.26206209
#> [817]  0.23211214  0.97337347 -0.75623631 -1.74458476 -1.37395409 -0.87977987
#> [823] -1.12686698 -1.37395409 -1.12686698 -1.37395409 -1.25041054 -0.13851853
#> [829] -0.63269276 -1.37395409  0.84982991 -0.01497498 -0.50914920  0.72628636
#> [835] -1.00332342 -0.63269276 -0.63269276  0.84982991 -1.62104120 -1.12686698
#> [841]  0.84982991  0.72628636  0.35565569 -0.01497498 -1.25041054 -1.49749765
#> [847]  1.83817836 -0.50914920 -0.01497498 -0.13851853 -1.62104120 -1.74458476
#> [853]  1.09691703 -0.13851853  0.47919925  0.97337347  2.45589614 -1.62104120
#> [859]  1.22046058 -1.00332342  0.35565569 -1.25041054  0.23211214  0.60274280
#> [865]  1.34400414  0.10856858 -0.01497498 -1.49749765 -1.00332342 -0.50914920
#> [871] -1.37395409 -0.50914920 -0.75623631  0.23211214 -0.38560564 -1.74458476
#> [877]  0.47919925 -0.01497498 -0.75623631 -0.13851853  0.47919925 -0.63269276
#> [883]  0.23211214  0.97337347 -1.49749765 -0.01497498  0.23211214 -1.12686698
#> [889] -1.74458476  1.71463481 -0.63269276 -0.26206209 -0.50914920  1.34400414
#> [895]  1.46754769  0.84982991 -1.74458476  0.35565569  0.10856858 -0.63269276
#> [901] -1.74458476 -1.49749765          NA          NA          NA          NA
#> [907]          NA          NA
#> attr(,"label")
#> [1] "elder' age"
std(efc, e17age) # returns a data frame
#>     c12hour e15relat e16sex e17age e42dep c82cop1 c83cop2 c84cop3 c85cop4
#> 1        16        2      2     83      3       3       2       2       2
#> 2       148        2      2     88      3       3       3       3       3
#> 3        70        1      2     82      3       2       2       1       4
#> 4       168        1      2     67      4       4       1       3       1
#> 5       168        2      2     84      4       3       2       1       2
#> 6        16        2      2     85      4       2       2       3       3
#> 7       161        1      1     74      4       4       2       4       1
#> 8       110        4      2     87      4       3       2       2       1
#> 9        28        2      2     79      4       3       2       3       2
#> 10       40        2      2     83      4       3       2       1       2
#> 11      100        1      1     68      4       3       4       4       4
#> 12       25        8      2     97      3       3       3       3       1
#> 13       25        2      2     80      4       3       2       2       2
#> 14       24        1      2     75      3       3       2       4       4
#> 15       56        2      2     82      3       2       3       3       3
#> 16       20        2      2     89      3       4       2       1       3
#> 17       25        1      1     80      1       3       2       1       2
#> 18      126        1      1     72      3       4       2       1       2
#> 19      168        2      1     94      3       3       2       1       2
#> 20      118        1      1     79      4       3       2       4       2
#> 21      150        2      2     89      4       3       2       3       2
#> 22       50        1      1     67      3       4       1       2       1
#> 23       18        2      2     94      4       3       1       1       1
#> 24      168        2      2     83      4       3       2       2       4
#> 25       15        2      2     85      3       3       2       1       2
#> 26      168        1      1     80      4       2       3       4       4
#> 27       12        2      2     88      4       2       3       3      NA
#> 28        7        1      1     76      2       2       2       2       2
#> 29       35        2      2     84      3       3       2       2       2
#> 30      168        2      2     95      4       2       2       1       2
#> 31      150        2      1     88      4       3       2       4       4
#> 32      168        1      1     87      4       3       1       3       1
#> 33      168        4      2     89      3       3       2       2       3
#> 34      119        1      1     80      4       2       2       4       4
#> 35      168        1      2     75      4       3       2       1       2
#> 36      168        1      1     82      4       3       2       1       2
#> 37      168        1      1     69      4       3       4       3       2
#> 38       28        2      2     91      2       3       1       1       2
#> 39      168        1      1     86      4       3       2       3       4
#> 40       30        2      2     86      3       2       3       2       3
#> 41       14        2      2     84      3       4       3       2       2
#> 42      168        1      1     69      4       4       2       1       3
#> 43      168        1      1     67      4       3       2       3       3
#> 44       50        1      1     67      4       3       3       2       3
#> 45      168        1      1     66      4       3       4       2       2
#> 46       24        1      1     79      4       2       3       1       3
#> 47      168        1      2     72      4       3       2       3       3
#> 48       42        1      1     65      4       3       3       2       3
#> 49      154        1      1     75      3       3       2       3       3
#> 50       60        7      2     87      4       2       4       4       3
#> 51      168        1      1     68      4       3       3       4       2
#> 52      168        1      1     75      4       4       2       2       1
#> 53       24        1      1     65      4       2       2       4       2
#> 54      168        1      1     67      4       3       2       3       2
#> 55      150        1      2     81      4       4       2       1       2
#> 56      168        2      2     83      4       4       2       2       2
#> 57      168        1      1     NA      4      NA       3       4       4
#> 58      168        2      2     82      4       3       3       2      NA
#> 59      168        1      1     79      3       2       2       1       2
#> 60      168        1      1     72      4       2       4       4       4
#> 61      128        2      2     87      4       4       2       4       2
#> 62      168        1      1     85      4       3       2       4       3
#> 63       11        2      2     88      4       3       1       1       1
#> 64       50        2      2     74      3       2       2       2       3
#> 65       80        2      2     87      3       3       2       2       1
#> 66       15        2      2     88      3       3       2       2       2
#> 67        7        2      2     76      4       2       3       1       1
#> 68       21        4      2     81      3       3       2       1       1
#> 69      168        1      2     80      4       3       3       1       4
#> 70       24        1      2     68      4       2       3       4       2
#> 71        6        8      2     82      4       4       1       1       1
#> 72       30        2      2     NA      4       3       2       2       3
#> 73      168        2      2     91      4       3       2       1       2
#> 74       42        1      1     66      4       2       3       2       4
#> 75       30        2      2     89      4       3       2       2       1
#> 76       85        1      1     79      4       3       2       1       2
#> 77       35        2      1     69      4       2       4       4       4
#> 78       70        2      2     92      3       3       2       1       1
#> 79        9        2      2     75      3       2       3       1       1
#> 80      168        1      1     76      4       3       2       2       2
#> 81       77        1      1     77      2       4       1       1       1
#> 82       24        1      2     NA      3       4       2       1       2
#> 83       91        1      1     76      4       3       2       1       4
#> 84        6        2      2     76      3       3       3       2       4
#> 85       22        2      2     79      4       3       2       3       1
#> 86      168        2      2     77      4       3       2       1       4
#> 87      168        1      1     67      4       3       2       1       2
#> 88      168        1      1     66      4       3       3       2       2
#> 89      168        8      2     78      4       3       3       3       4
#> 90       50        2      2     84      4       3       3       2       1
#> 91       40        1      1     79      3       3       1       1       3
#> 92        9        1      1     77      1       3       2       2       1
#> 93       25        1      2     66      2       3       2       1       3
#> 94       14        4      2     94      3       3       3       1       2
#> 95       49        1      1     65      4       3       2       1       2
#> 96        5        4      1     90      3       3       2       1       2
#> 97        7        1      1     66     NA       3       2       2       2
#> 98       21        1      1     90      4       3       2       1       2
#> 99       24        1      1     85      3       3       2       2       2
#> 100       7        8      1     77      4       3       3       4       2
#> 101     168        1      2     76      3       3       2       3       3
#> 102     168        1      1     66      3       3       2       2       2
#> 103       4        1      1     76      3       4       2       1       2
#> 104     168        2      2     80      4       3       2       1       2
#> 105     168        2      2     89      4       3       2       2       2
#> 106      15        1      1     69      3       3       2       2       2
#> 107     168        1      1     75      3       4       2       1       1
#> 108     168        1      2     75      2       4       1       1       1
#> 109      20        2      1     80      3       3       2       1       2
#> 110      59        2      2     80      4       3       2       2       2
#> 111      24        1      1     74      4       3       2       1       2
#> 112       7        2      2     82      3       3       2       2       1
#> 113     100        2      2     91      4       3       3       3       2
#> 114     168        1      2     80      4       4       1       1       1
#> 115     168        2      2     74      4       3       2       2       2
#> 116      28        2      2     90      2       3       2       2       3
#> 117      20        2      2     83      2       3       2       2       1
#> 118      50        1      1     82      3       3       3       3       2
#> 119      89        1      2     73      4       4       2       4       2
#> 120     168        1      1     84      4       3       2       1       4
#> 121      12        2      2     90      3       4       1       1       1
#> 122      24        1      2     65      4       3       3       4       2
#> 123      91        1      1     84      4       3       3       4       1
#> 124     168        1      1     72      4       3       4       4       4
#> 125     168        2      1     95      3       2       2       2       2
#> 126     168        1      2     67      4       3       2       1       3
#> 127      11        2      2     81      1       4       1       1       1
#> 128      35        2      2     92      4       3       2       1       3
#> 129      10        2      2     83      2       3       1       1       1
#> 130     125        1      2     74      4       4       1       2       2
#> 131     140        1      1     91      3       2       2       3       3
#> 132      28        2      2     78      3       3       2       1       1
#> 133      84        1      1     81      4       3       2       1       4
#> 134      15        2      2     76      4       1       2       3       2
#> 135      15        2      2     93      3       4       2       2       2
#> 136      14        2      2     97      3       3       2       2       1
#> 137      24        2      2     93      4       3       4       3       2
#> 138       4        4      2     81      2       4       1       1       1
#> 139     140        1      2     75      4       4       1       2       2
#> 140     168        1      1     84      3       3       2       1       3
#> 141       6        8      2     78      2       3       2       2       3
#> 142      10        8      2     84      4       3       2       1       2
#> 143      20        2      2     87      4       2       3       2       2
#> 144      15        1      1     83      3       4       2       1      NA
#> 145      65        8      2     94      4       3       2       2       2
#> 146      35        1      2     85      4       3       2       2       1
#> 147     105        1      2     70      4       4       2       1      NA
#> 148      50        1      1     69      4       3       2       2       2
#> 149     168        1      1     76      4       3       2       1       2
#> 150      77        2      1     83      3       3       2       2       1
#> 151     168        4      2     91      4       4       2       1       2
#> 152      42        2      2     90      4       4       2       2       3
#> 153       4        6      2     87      4       3       1       1       1
#> 154     168        2      2     91      4       4       2       3       1
#> 155     168        1      1     72      4       4       2       1       2
#> 156      42        1      2     73      3       3       1       2       1
#> 157       6        2      2     79      3       2       1       1       2
#> 158     168        2      2     84      4       4       4       1       4
#> 159      70        1      2     82      3       3       2       2       2
#> 160      15        3      1     65      3       3       2       1       2
#> 161      30        4      2     78      3       3       2       1       1
#> 162       9        2      2     94      3       3       2       4       2
#> 163      16        2      2     91      4       1       3       1       4
#> 164      35        4      2     NA      4       3       2       1       2
#> 165      28        8      2     80      3       3       2       1       2
#> 166     168        1      2     70      4       4       3       2       3
#> 167       9        2      2     84      4       4       4       1       1
#> 168     168        2      2     82      4       3       2       1       3
#> 169      15        2      2     76      3       2       3       1       2
#> 170       6        2      2     77      4       3       2       1       1
#> 171      14        1      2     66      3       3       2       1       1
#> 172      35        2      2     90      3       4       2       3       1
#> 173       7        1      1     76      3       3       2       1       1
#> 174      12        1      1     69      3       4       2       2       1
#> 175      50        2      2     88      4       4       1       2       2
#> 176       6        2      2     71      4       3       2       1       2
#> 177      22        2      2     93      3       2       2       1       2
#> 178      35        2      2     97      4       3       2       2       2
#> 179       6        2      2     84      4       4       1       1       1
#> 180     168        1      2     79      4       4       2       1       2
#> 181      28        2      1     91      4       4       2       2       3
#> 182      10        4      2     84      3       3       2       2       2
#> 183      91        1      1     75      3       3       2       3       2
#> 184       8        8      2     81      4       3       2       1       1
#> 185     168        2      2     77      4       3       2       2       3
#> 186      24        2      2     75      4       3       3       1       2
#> 187     168        2      2     74      4       4       3       3       4
#> 188     168        2      2     92      4       2       3       3       4
#> 189      14        2      2     79      2       3       1       1       1
#> 190      28        1      2     74      3       3       2       2       2
#> 191      16        1      1     76      3       3       3       3       3
#> 192     168        1      2     NA      4       3       4       1       2
#> 193       6        2      2     84      2       3       2       1       1
#> 194     168        1      1     65      4       3       2       1       2
#> 195      28        2      2     85      3       3       2       1       1
#> 196     160        1      1     75      3       3       1       1       1
#> 197      39        2      2     90      2       3       2       2       2
#> 198      15        2      2     83      4       3       3       1       2
#> 199      10        2      1     87      2       3       2       2       2
#> 200      10        6      2     86      3       3       1       1       1
#> 201      17       NA      2     93      3       4       1       1       1
#> 202     168        4      2     92      4       2       3       4       4
#> 203      70        2      2     92      3       4       1       1       1
#> 204      50        2      2     84      4       2       3       2       2
#> 205      12        2      2     83      3       4       1       1       1
#> 206      10        2      2     82      3       3       3       1       1
#> 207     168        2      2     87      4       3       2       1       2
#> 208     168        2      2     89      4       4       2       2       2
#> 209     168        1      1     91      3       3       2       3       2
#> 210      28        2      2     84      3       3       2       1       2
#> 211      12        2      2     93      3       3       2       2       2
#> 212       8        2      2     85      4       2       3       2       4
#> 213      21        2      2     79      4       3       1       2       1
#> 214      24        2      2     84      4       2       2       1       2
#> 215      15        1      1     65      2       4       1       4       1
#> 216       8        2      2     89      3       3       1       1       1
#> 217      16        2      2     84      4       4       2       2       2
#> 218      56        4      1     81      4       3       2       1       2
#> 219      42        2      2     77      4       4       2       2       1
#> 220       4        8      2     65      2       4       1       1       1
#> 221      25        2      2     93      3       3       2       1       1
#> 222      35        2      1     96      4       3       3       3       4
#> 223      30        2      2     90      4       3       2       1       1
#> 224       6        2      2     86      3       3       2       1       2
#> 225     110        2      2     88      4       3       4       1       1
#> 226      30        2      2     79      3       3       2       1       1
#> 227      24        2      1     91      4       3       3       1       1
#> 228      14        4      2     84      3       2       4       2       4
#> 229       4        3      2     71      3       3       1       2       2
#> 230      20        2      1     67      3       3       4       1       2
#> 231      10        2      2     87      3       3       3       3       1
#> 232       7        2      2     84      3       3       4       4       1
#> 233     161        1      1     87      4       4       2       1       2
#> 234      28        2      2     84      3       3       3       1       1
#> 235      14        2      2     86      4       2       2       1       2
#> 236       4        2      1     83      4       3       2       2       1
#> 237      50        1      1     69      3       4       2       2       1
#> 238      10        2      2     75      2       3       2       1       1
#> 239      18        2      1     79      3       4       2       1       1
#> 240      15        8      1     76      2       3       2       1       2
#> 241       6        8      2     76      1       3       1       2       1
#> 242      17        8      2     82      3       3       2       1       2
#> 243      14        2      2     88      3       3       2       2       2
#> 244       5        2      2     90      2       3       2       1       1
#> 245      10        8      2     87      2       3       2       1       1
#> 246      30        2      2     76      3       3       2       1       2
#> 247      10        8      1     76      1       3       1       1       1
#> 248      10        4      2     86      2       3       2       1       1
#> 249      84        2      2     83      3       3       2       1       1
#> 250      10        2      2     89      2       3       2       1       1
#> 251       6        5      2     82      3       3       2       1       2
#> 252      15        2      2     79      3       3       2       2       2
#> 253      40        1      1     67      3       3       2       1       3
#> 254      21        8      1     73      4       3       1       3       2
#> 255      11        2      1     89      1       3       2       2       2
#> 256       8        2      2     95      3       2       3       3       2
#> 257       5        2      2     65      3       3       2       1       2
#> 258      12        1      1     89      4       3       4       1       2
#> 259      10        1      1     83      2       3       2       3       1
#> 260      20        2      2     86      2       3       2       2       2
#> 261      12        2      2     82      2       2       2       1       1
#> 262      24        2      2     93      4       3       2       4       2
#> 263      27        2      2     90      4       3       2       2       1
#> 264      14        2      2     79      3       3       3       2       1
#> 265      18        2      2     97      3       4       1       2       1
#> 266     168        2      2     78      4       3       1       1       2
#> 267      14        2      2     74      3       3       2       4       3
#> 268      10        2      2     86      3       3       4       2       1
#> 269       6        2      2     88      3       3       2       1       1
#> 270      21        2      2     77      3       2       4       3       2
#> 271      16        2      2     76      2       3       1       1       1
#> 272      15        2      2     74      3       3       1       2       1
#> 273      20        2      2     76      2       3       2       2       1
#> 274      10        2      1     71      2       4       1       2       1
#> 275      22        2      1     74      3       3       3       2       1
#> 276      35        2      1     82      3       4       3       1       1
#> 277      30        2      2     82      3       3       2       1       1
#> 278      16        5      1     74      3       3       2       2       1
#> 279      24        3      1     73      2       4       2       1       1
#> 280     168        3      1     67      3       3       2       1       1
#> 281     168        2      1     70      3       3       2       1       1
#> 282      40        5      2     70      2       3       1       1       1
#> 283      40        2      2     70      2       3       2       1       1
#> 284      50        3      1     67      2       3       2       1       2
#> 285      20        6      2     80      3       3       2       1       1
#> 286      20        2      1     69      3       3       1       1       1
#> 287       6        2      2     89      4       2       2       1       2
#> 288       5        2      1     83      4       3       2       1       2
#> 289      48        2      2     83      4       3       3       3       3
#> 290     168        2      2     67      4       2       3       3       2
#> 291       6        2      2     84      2       2       2       1       3
#> 292       8        8      2     90      2       4       1       1       1
#> 293      43        2      1     80      3       4       1       1       1
#> 294      90        2      1     81      4       4       1       1       1
#> 295     100        4      2     87      3       3       2       1       1
#> 296       8        2      1     73      2       3       2       1       1
#> 297      15        2      1     71      3       3       2       3       1
#> 298       5        7      2     80      3       4       1       1       1
#> 299       8        3      1     69      2       3       1       2       1
#> 300      10        4      2     73      2       4       1       1       1
#> 301      30        2      2     88      4       3       2       2       3
#> 302     168        1      2     73      4       2       2       1       2
#> 303      20        2      2     78      3       4       3       2       2
#> 304      30        8      2     86      2       3       2       2       2
#> 305      30        4      1     75      2       3       2       1       1
#> 306      12        8      2     89      3       4       2       4       4
#> 307      30        2      2     83      4       2       2       3       2
#> 308      30        1      2     78      2       3       2       1       2
#> 309      14        1      1     69      3       3       2       1       1
#> 310      15        1      1     70      1       3       1       1       2
#> 311      50        2      2     86      3       3       2       1       3
#> 312      20        2      1     67      3       3       2       2       3
#> 313      25        2      1     74      3       3       2       3       3
#> 314      40        2      2     87      4       3       2       1       1
#> 315       9        1      1     66      3       3       2       1       2
#> 316      18        1      1     68      3       3       3       4       2
#> 317      25        8      2     72      4       3       2       2       1
#> 318     100        1      1     80      4       3       2       2       3
#> 319       6        2      2     89      3       3       2       2       1
#> 320      25        2      2     84      2       4       2       1       2
#> 321      15        8      2     93      3       3       2       1       2
#> 322      20        6      2     86      3       4       3       1       1
#> 323      10        2      2     84      2       3       2       1       1
#> 324      28        2      1     86      4       3       3       1       2
#> 325      10        2      1     83      2       3       2       1       1
#> 326      30        2      1     86      3       3       2       1       1
#> 327       6        2      2     88      3       3       3       1       4
#> 328      40        2      1     75      3       3       2       2       2
#> 329       7        8      2     76      1       4       2       1       1
#> 330       8        4      2     NA      1       3       2       1       1
#> 331      15        2      1     81      2       4       2       1       1
#> 332       4        4      1     78      4       3       2       1       2
#> 333       4        8      2     83      4       3       2       2       2
#> 334     168        2      2     94      4       3       1       3       2
#> 335       7        8      1     84      3       4       1       1       1
#> 336      22        2      2     71      2       4       1       2       1
#> 337      30        4      1     86      2       3       3       1       4
#> 338      15        2      2     89      3       4       1       1       2
#> 339      30        2      2     93      3       3       3       1       3
#> 340      20        4      2     75      2       4       1       1       1
#> 341      25        2      2     73      2       3       2       1       1
#> 342      20        2      2     70      2       3       2       1       2
#> 343      20        2      1     75      2       3       2       1       1
#> 344      25        2      2     NA      2       4       1       1       1
#> 345      14        4      1     75      3       3       2       1       1
#> 346      30        8      2    103      4       4       1       2       1
#> 347      20        2      2     70      3       3       1       1       1
#> 348      15        4      2     84      4       3       3       4       1
#> 349       6        2      1     78      1       4       1       1       1
#> 350       5        8      1     85      2       4       2       1       1
#> 351      50        2      1     81      4       3       2       1       1
#> 352       8        2      2     90      2       4       1       1       1
#> 353      20        2      1     76      2       3       2       1       1
#> 354      14        2      1     75      2       4       1       2       1
#> 355      18        2      2     74      3       3       1       2       1
#> 356      16        2      2     75      3       2       4       3       2
#> 357      20        2      2     89      4       3       2       1       1
#> 358      15        8      1     73      3       3       2       3       1
#> 359      25        3      1     79      3       3       2       2       2
#> 360      18        2      1     83      2       4       1       1       1
#> 361      22        2      2     91      3       3       2       2       2
#> 362      18        2      1     81      3       3       2       1       1
#> 363      48        1      2     77      2       4       1       1       1
#> 364      60        2      1     65      3       4       2       1       1
#> 365      10        4      1     73      2       4       1       1       1
#> 366       7        2      1     73      1       4       1       1       1
#> 367       5        6      2     69      1       4       1       1       1
#> 368      35        3      2     79      2       3       2       2       2
#> 369      28        2      2     82      2       3       2       2       1
#> 370       5        5      2     76      2       3       1       1       1
#> 371      25        4      2     84      2       3       1       1       1
#> 372      40        2      2     86      4       3       2       1       1
#> 373      49        4      2     88      4       3       2       3       3
#> 374       4        2      2     76      1       2       4       1       3
#> 375      70        4      2     94      2       3       2       2       2
#> 376       6        4      1     78      2       3       3       2       2
#> 377       7        2      2     67      2       4       2       1       1
#> 378      40        4      2     81      3       4       1       1       2
#> 379      50        2      2     69      4       3       1       2       2
#> 380      30        2      2     77      4       3       2       1       2
#> 381      70        2      2     73      4       2       2       4       2
#> 382      14        2      1     70      3       3       2       2       1
#> 383      70        5      2     82      3       2       2       2       2
#> 384       7        2      2     93      4       3       4       2       2
#> 385       6        2      1     81      3       3       2       1       1
#> 386      14        4      2     70      2       3       2       1       1
#> 387      10        1      1     78      2       4       1       1       1
#> 388      25        4      2     84      4       3       2       2       2
#> 389       5        2      1     83      3       3       2       2       1
#> 390      11        2      2     82      4       3       2       2       2
#> 391     120        2      2     85      4       3       3       1       3
#> 392      18        2      1     83      3       2       2       2       1
#> 393       6        8      1     68      1       2       3       1       1
#> 394      20        2      1     70      3       3       2       3       3
#> 395      15        2      1     76      2       3       2       2       3
#> 396      35        1      1     73      4       3       2       3       3
#> 397      15        2      2     76      2       3       2       3       3
#> 398      15        2      2     80      2       3       2       2       3
#> 399     120        1      1     67      4       3       3       1       3
#> 400      28        1      2     77      2       3       1       1       2
#> 401      10        2      2     79      4       3       2       1       2
#> 402     120        1      1     72      4       3       2       1       2
#> 403     100        2      2     90      4       4       4       4       2
#> 404      18        2      2     90      2       4       2       1       2
#> 405       8        2      2     66      1       3       2       1       2
#> 406      40        2      2     80      2       3       2       1       1
#> 407     140        2      2     81      4       3       2       1       1
#> 408       6        2     NA     85      2       3       2       1       1
#> 409      11        2      1     83      4       3       2       2       2
#> 410      15        2      1     85      3       3       2       2       2
#> 411      80        2      2     84      4       3       2       2       3
#> 412       5        5      1     65      1       3       2       1       1
#> 413       6        1      1     71      1       3       2       1       2
#> 414      40        1      2     68      2       3       2       1       2
#> 415       5        8      1     65      2       3       2       1       1
#> 416       7        3      2     73      3       2       2       1       2
#> 417       4        7      1     68      2       2       3       1       2
#> 418      24        1      1     67      4       3       2       1       2
#> 419      28        2      2     73      4       3       3       3       2
#> 420      25        4      2     84      3       3       2       1       2
#> 421     140        2      2     98      4       4       2       2       4
#> 422      14        2      1     78      3       3       1       1       2
#> 423      40        1      1     82      4       3       2       2       3
#> 424       5        8      2     89      3       3       2       1       1
#> 425      20        2      2     84      4       3       2       1       1
#> 426     168        1      1     70      4       4       2       4       2
#> 427      40        6      1     78      2       3       2       2       2
#> 428      80        2      2     82      4       3       2       1       3
#> 429     120        8      2     94      4       3       2       2       2
#> 430     160        2      2     89      4       4       2       1       2
#> 431       7        8      2     73      1       3       2       1       1
#> 432       7        2      2     80      3       2       2       2       2
#> 433       4        2      2     84      2       3       2       2       2
#> 434       6        2      2     78      2       3       2       1       2
#> 435      14        1      2     83      3       3       3       1       2
#> 436       7        2      2     77      2       3       2       2       2
#> 437      28        4      2     82      3       2       2       2       2
#> 438      25        2      2     81      4       3       2       2       1
#> 439      28        1      1     72      4       4       1       2       1
#> 440       7        2      2     88      3       3       2       2       2
#> 441      21        2      2     80      3       3       2       2       1
#> 442      30        2      2     79      2       3       2       2       3
#> 443      25        5      1     66      3       3       4       4       2
#> 444      65        2      2     86      3       3       2       1       1
#> 445      18        4      2     85      2       2       2       2       2
#> 446      40        8      2     79      4       3       2       2       2
#> 447      20        2      2     84      3       3       2       2       1
#> 448      80        1      2     NA      4       3       2       2       2
#> 449       7        2      1     87      3       3       2       2       2
#> 450      50        1      1     71      3       3       2       2       2
#> 451      30        2      2     71      3       4       2       1       1
#> 452      10        2      1     76      2       3       2       1       1
#> 453       8        2      2     80      3       3       2       1       1
#> 454       6        6      2     81      3       4       1       1       1
#> 455       6        6      2     90      3       4       1       1       1
#> 456      42        2      2     82      4       2       3       2       3
#> 457      10        2      2     77      2       4       1       1       1
#> 458      30        2      1     95      4       3       1       1       1
#> 459      15        8      1     86      3       3       1       1       1
#> 460      10        2      2     82      3       4       2       1       2
#> 461      10        4      1     90      3       3       1       1       1
#> 462     130        1      1     79      2       3       1       1       2
#> 463     160        2      2     95      4       3       2       2       2
#> 464     168        2      2     87      3       3       2       3       1
#> 465      24        1      2     78      4       2       2       1       3
#> 466      24        2      2     83      4       3       4       1       2
#> 467      30        4      2     75      4       3       4       2       2
#> 468      20        2      2     80      1       4       1       1       1
#> 469      10        2      2     72      3       3       1       2       1
#> 470       7        6      2     76      2       4       1       1       1
#> 471     120        2      2     84      4       3       4       1       3
#> 472       6        2      2     66      1       4       1       1       1
#> 473       6        2      1     77      1       3       2       1       2
#> 474      10        2      1     84      1       3       2       1       1
#> 475      20        7      2     68      1       4       1       1       1
#> 476       5        5      1     78      1       4       1       1       1
#> 477      60        1      2     65      4       3       2       1       2
#> 478      20        2      2     72      2       3       3       2       3
#> 479       6        8      2     67      1       4       1       1       1
#> 480      10        8      1     78      3       3       2       1       1
#> 481      84        1      1     67      4       3       3       3       4
#> 482       8        2      2     82      3       3       1       1       1
#> 483     168        1      2     75      4       4       2       1       1
#> 484      40        8      1     82      2       3       3       1       1
#> 485      40        2      1     79      3       3       2       1       2
#> 486      20        2      2     76      3       4       2       1       2
#> 487      56        2      2     89      3       4       2       2       2
#> 488       6        2      2     92      1       3       1       1       1
#> 489       7        2      1     66      1       4       1       1       1
#> 490      12        2      1     89      3       4       2       1       1
#> 491      10        8      2     79      2       4       2       2       1
#> 492      14        5      2     73      3       3       1       2       1
#> 493      28        2      1     89      4       3       2       3       1
#> 494      12        8      2     79      2       3       2       2       1
#> 495      28        2      2     NA      3       3       3       2       2
#> 496      11        8      2     81      2       3       1       2       1
#> 497      16        2      1     84      2       3       1       1       1
#> 498      12        2      2     77      3       3       2       2       2
#> 499      22        2      2     73      3       2       4       3       2
#> 500      17        2      1     79      2       4       1       2       1
#> 501      16        2      2     73      4       3       3       3       4
#> 502      50        2      1     80      4       4       2       1       1
#> 503       6        1      1     73      3       4       2       1       1
#> 504       5        4      1     88      4       4       3       3       3
#> 505      45        2      2     82      4       4       2       3       1
#> 506      16        2      2     93      4       3       3       2       2
#> 507      15        2      1     70      3       3       2       2       2
#> 508      20        1      2     69      3       3       3       2       2
#> 509      20        2      1     70      3       3       2       2       1
#> 510       8        2      2     86      3       2       3       2       4
#> 511       8        3      2     75      2       3       2       1       1
#> 512      15        4      2     81      3       2       3       2       2
#> 513      10        2      2     65      2       3       2       2       2
#> 514      15        2      2     86      2       3       1       1       1
#> 515      27        2      1     91      3       4       1       1       1
#> 516      14        1      1     72      3       2       3       3       4
#> 517      28        2      2     87      4       4       1       2       1
#> 518     168        1      2     77      4       3       3       3       4
#> 519     168        1      2     65      4       3       4       2       3
#> 520      21        2      1     81      2       3       2       2       1
#> 521      12        3      1     72      2       3       1       1       1
#> 522      62        4      2     93      4       3       4       4       4
#> 523      20        8      2     65      3       3       2       1       1
#> 524       7        8      2     77      2       4       1       2       1
#> 525      10        2      2     77      2       4       1       1       1
#> 526      20        2      2     76      3       3       1       2       1
#> 527       8        4      2     85      1       3       2       1       1
#> 528       9        2      2     79      2       3       2       1       1
#> 529      12        2      1     82      3       3       1       1       3
#> 530      10        2      2     83      2       3       2       1       1
#> 531      35        4      2     86      4       3       2       2       3
#> 532       5        2      2     71      1       4       1       1       1
#> 533      18        2      2     75      4       3       2       2       2
#> 534      15        6      2     83      3       3       1       1       1
#> 535       6        2      2     78      2       3       2       1       1
#> 536       8        2      2     74      2       4       1       1       1
#> 537      12        2      1     88      3       3       2       1       1
#> 538      25        4      2     86      4       2       2       1       1
#> 539      10        6      2     82      3       2       3       1       2
#> 540      40        2      2     89      4       3       2       2       2
#> 541      20        2      2     91      4       2       2       2       1
#> 542       6        6      2     90      2       3       2       1       1
#> 543     168        1      1     77      3       3       1       2       1
#> 544       4        3      1     65      2       3       1       2       1
#> 545     168        2      2     69      3       4       1       1       1
#> 546      24        2      1     68      3       3       2       1       1
#> 547      25        1      1     70      2       4       1       1       1
#> 548      40        2      2     82      4       3       3       3       2
#> 549      18        2      1     77      3       2       4       3       2
#> 550      20        8      1     82      2       3       1       1       1
#> 551      40        2      2     69      3       4       2       1       2
#> 552       6        2      2     81      2       4       2       1       2
#> 553       5        4      2     86      2       4       2       1       2
#> 554      30        2      1     85      3       4       1       1       2
#> 555      14        4      2     67      3       3       1       1       1
#> 556       8        2      1     70      3       4       1       1       2
#> 557      28        8      1     78      4       3       3       4       4
#> 558      45        8      2     83      4       4       4       4       4
#> 559      40        2      2     81      4       3       2       3       2
#> 560      30        2      2     74      2       4       4       4       4
#> 561      28        4      2     78      4       3       3       2       2
#> 562      50        2      1     83      2       4       2       1       2
#> 563      84        1      1     69      4       3       2       2       4
#> 564      12        2      2     97      2       3       1       1       1
#> 565      40        2      2     70      3       4       2       1       2
#> 566      10        2      2     92      1       4       1       1       1
#> 567      15        2      1     91      2       4       1       1       1
#> 568      40        1      2     65      3       3       2       1       1
#> 569      24        1      1     NA      4       3       2       1       3
#> 570     168        2      1     94      4       2       3       4       4
#> 571     160        2      2     69      4       3       3       3       2
#> 572     162        1      1     78      4       3       2       1       4
#> 573     100        2      2     87      4       3       4       2       3
#> 574     110        2      2     82      4       2       2       2       2
#> 575     140        2      2     84      4       4       2       1       3
#> 576      25        2      1     79      3       3       2       1       2
#> 577      15        2      2     85      4       3       2       1       2
#> 578      35        1      1     65      2       3       2       3       2
#> 579      30        8      2     76      4       4       1       1       1
#> 580      40        1      2     65      3       3       2       2       2
#> 581      10        2      1     78      4       3       2       1       2
#> 582      25        4      2     91      3       3       2       2       2
#> 583      12        2      2     88      3       2       2       2       2
#> 584      35        1      1     83      3       2       3       1       3
#> 585      10        8      2     73      2       4       2       2       1
#> 586      30        2      2     79      2       2       3       3       2
#> 587      10        2      2     86      3       3       2       1       1
#> 588     100        4      2     82      4       4       2       2       2
#> 589      12        2      1     75      4       3       2       1       2
#> 590      56        1      1     66      4       3       1       1       1
#> 591      40        2      2     93      1       3       2       1       1
#> 592      30        2      2     86      4       2       3       2       2
#> 593      60        1      1     86      4       3       3       2       2
#> 594     100        2      2     69      3       3       3       1       2
#> 595      20        1      2     66      4       4       1       1       1
#> 596      35        2      1     83      4       3       2       4       1
#> 597     168        2      2     65      4       2       3       3       3
#> 598      22        2      1     71      2       4       2       1       2
#> 599      60        2      2     83      4       2       3       3       3
#> 600      24        5      2     92      4       3       2       2       4
#> 601      20        3      2     83      3       3       2       3       2
#> 602      70        4      1     95      4       3       2       1       2
#> 603      25        2      1     76      3       3       3       4       3
#> 604       6        2      2     81      2       4       1       1       1
#> 605      18        8      2     79      2       3       1       1       1
#> 606      10        2      2     87      2       2       1       1       1
#> 607      15        4      2     74      2       3       2       4       4
#> 608      20        2      2     70      1       3       3       2       1
#> 609      20        2      2     80      2       3       3       3       2
#> 610      10        2      1     75      2       4       1       1       1
#> 611      22        2      2     68      4       3       3       1       1
#> 612      15        2      2     69      4       3       2       2       1
#> 613      48        1      1     68      4       2       2       2       3
#> 614      80        2      2     70      4       4       2       1       1
#> 615      77        2      2     89      4       4       2       4       3
#> 616       6        8      2     NA      4       3       2       1       1
#> 617       6        6      2     83      3       4       2       1       1
#> 618       8        4      1     70      3       4       2       1       1
#> 619      20        8      2     82      3       3       2       1       1
#> 620      20        8      2     84      3       3       2       2       2
#> 621       8        4      2     82      3       3       2       1       2
#> 622       6        4      2     80      1       3       1       1       1
#> 623       8        2      2     86      3       3       2       1       1
#> 624      15        8      2     69      3       4       1       1       2
#> 625      10        2      2     87      4       2       3       3       4
#> 626      10        4      2     71      3       3       2       1       1
#> 627      15        2      2     66      4       3       3       1       1
#> 628       8        2      2     85      4       3       3       1       1
#> 629       6        6      2     85      2       3       2       1       1
#> 630      56        2      2     95      3       4       1       1       4
#> 631       6        2      2     76      3       3       1       1       2
#> 632       8        1      1     69      4       3       2       1       2
#> 633      28        4      1     68      2       2       2       1       1
#> 634      20        1      1     82      3       4       2       2       2
#> 635      70        2      2     92      4       3       3       3       2
#> 636       8        2      2     66      3       2       2       2       1
#> 637       7        8      2     74      3       3       2       1       1
#> 638      10        2      1     75      3       3       2       1       1
#> 639      10        2      2     90      2       3       2       1       1
#> 640      10        1      1     72      3       3       2       4       1
#> 641     168        8      1     92      3       3       2       2       2
#> 642      40        3      2     70      3       3       4       2       2
#> 643      40        2      2     79      3       4       2       1       1
#> 644      30        2      2     79      2       4       2       2       2
#> 645      30        2      2     69      2       4       2       1       1
#> 646      28        2      2     70      3       3       2       2       2
#> 647      14        1      1     82      2       3       1       1       2
#> 648      40        2      2     79      4       3       2       1       2
#> 649      10        1      1     72      2       3       2       1       2
#> 650       4        8      2     76      2       3       2       1       1
#> 651      14        2      2     65      2       3       2       1       2
#> 652      42        2      2     92      4       3       2       1       2
#> 653      42        8      1     70      4       3       3       1       2
#> 654      65        2      2     89      4       3       2       1       4
#> 655       5        8      2     72      1       4       1       1       1
#> 656      10        4      2     75      4       4       2       1       1
#> 657      45        4      2     73      3       3       2       2       2
#> 658      55        4      2     82      2       3       2       1       1
#> 659      50        2      2     80      3       4       1       1       2
#> 660      35        2      2     82      3       3       2       3       2
#> 661      40        8      2     82      2       3       1       1       1
#> 662      15        2      2     71      2       3       2       2       1
#> 663       8        2      2     77      2       2       2       2       2
#> 664      25        5      2     73      3       3       2       1       1
#> 665       5        2      1     80      1       3       2       1       2
#> 666       5        2      2     71      3       3       3       1       2
#> 667       4        2      2     65      1       2       3       1       1
#> 668      14        2      1     83      2       3       2       1       1
#> 669      20        2      2     67      2       3       2       1       1
#> 670      10        5      1     68      3       3       2       2       1
#> 671      50        1      2     71      3       3       2       1       1
#> 672      16        2      1     77      2       3       2       1       1
#> 673      22        2      2     72      3       3       2       2       1
#> 674     100        1      1     68      4       3       2       1       1
#> 675     100        4      2     77      4       2       2       4       1
#> 676      30        1      2     70      1       3       2       1       1
#> 677     120        1      2     84      4       3       2       1       2
#> 678     100        2      2     89      4       3       2       2       1
#> 679      10        2      2     68      1       2       2       1       1
#> 680     120        2      2     89      3       3       1       1       1
#> 681       6        8      1     68      1       4       2       1       1
#> 682       6        8      1     72      2       4       1       1       1
#> 683       5        2      1     78      2       3       1       1       1
#> 684      10        4      2     84      4       3       2       1       1
#> 685       9        2      1     92      3       3       2       1       1
#> 686       9        3      1     68      1       3       2       2       2
#> 687      12        2      2     66      3       3       2       1       1
#> 688      20        1      1     71      3       3       2       1       2
#> 689      10        3      2     65      2       2       2       2       1
#> 690     160        2      2     81      4       3       2       2       1
#> 691     100        4      2     82      4       4       1       1       1
#> 692      20        2      1     75      3       3       3       2       2
#> 693      56        2      1     80      4       3       2       2       3
#> 694       7        2      1     70      3       3       2       1       2
#> 695      35        6      2     91      4       4       2       1       1
#> 696     120        4      2     94      4       2       2       2       2
#> 697      60        1      1     66      3       2       4       3       4
#> 698      10        2      2     87      4       3       2       1       1
#> 699      14        6      2     86      3       3       2       1       2
#> 700      21        5      2     83      4       2       3       2       2
#> 701      10        2      2     73      3       3       2       2       2
#> 702       7        2      1     70      2       3       2       2       2
#> 703      18        1      1     73      1       3       2       2       4
#> 704       4        2      2     83      2       3       2       1       1
#> 705       8        2      1     76      2       3       2       1       2
#> 706      10        2      2     90      4       3       2       2       2
#> 707       6        4      2     72      2       3       2       1       1
#> 708      10        3      2     78      2       4       1       1       1
#> 709      30        1      1     71      3       3       2       1       2
#> 710      10        6      2     72      1       4       1       1       1
#> 711       9        8      2     86      2       3       2       1       1
#> 712      36        3      2     70      4       2       4       3       3
#> 713      15        4      2     67      3       3       2       1       1
#> 714      35        3      2     65      4       3       2       2       3
#> 715      21        2      2     74      4       3       2       1       2
#> 716     168        2      2     76      4       3       2       1       4
#> 717     168        4      2     79      4       3       2       2       2
#> 718      10        1      1     66      2       3       2       1       1
#> 719       6        2      2     73      1       3       1       1       1
#> 720      20        2      2     90      4       3       2       2       2
#> 721       6        5      2     68      2       3       2       1       1
#> 722       8        2      2     67      2       3       2       1       2
#> 723      15        2      1     86      3       3       2       1       1
#> 724      84        2      2     79      4       3       2       2       2
#> 725      45        2      2     75      3       3       2       3       3
#> 726      40        2      2     85      2       3       2       2       2
#> 727      90        1      1     77      4       3       2       2       2
#> 728      35        4      2     79      2       3       1       1       1
#> 729      70        2      2     93      3       3       3       2       4
#> 730       5        8      2     80      3       3       2       1       1
#> 731      20        2      1     77      3       3       2       1       2
#> 732      35        2      2     81      4       3       4       3       3
#> 733       8        4      2     80      2       4       2       1       2
#> 734      30        2      2     86      4       3       3       2       1
#> 735       4        3      2     67      2       4       2       1       2
#> 736      84        2      2     91      3       3       2       1       3
#> 737      10        1      1     72      2       3       1       1       2
#> 738      25        2      2     82      3       2       2       1       1
#> 739      60        2      2     94      2       4       2       2       1
#> 740       6        2      2     89      1       3       1       1       1
#> 741      26        4      2     83      4       3       2       3       4
#> 742      12        2      2     75      3       4       1       1       2
#> 743      25        2      2     89      3       2       2       4       2
#> 744      15        2      2     80      3       3       1       1       2
#> 745      50        1      1     84      4       2       2       1       2
#> 746      18        2      2     77      2       4       1       2       1
#> 747      12        2      1     75      2       3       1       1       1
#> 748      22        2      1     79      2       3       2       1       1
#> 749      21        4      2     85      3       3       2       1       2
#> 750      70        2      2     87      3       3       2       2       3
#> 751     168        1      2     82      4       4       1       1       1
#> 752       5        2      2     90      4       4       1       1       1
#> 753      30        2      1     83      4       3       2       2       2
#> 754      70        2      2     85      4       3       2       2       2
#> 755     168        2      2     80      4       2       2       2       1
#> 756       9        3      1     66      1       3       2       2       1
#> 757       6        2      2     79      2       4       2       1       2
#> 758       4        5      2     91      4       3       1       1       1
#> 759      20        2      2     89      4       3       2       1       2
#> 760       8        3      1     69      2       4       2       1       1
#> 761      14        5      2     73      2       3       1       1       2
#> 762       9        2      2     83      3       3       3       2       2
#> 763       6        8      2     79      2       4       1       1       1
#> 764      14        2      2     85      2       3       2       1       2
#> 765       7        8      2     81      2       4       1       1       1
#> 766       6        8      2     85      2       3       2       1       1
#> 767      20        1      1     66      3       3       2       3       1
#> 768      20        4      1     74      3       4       1       1       1
#> 769      48        1      1     73      1       4       1       1       2
#> 770      10        2      2     76      2       4       3       1       1
#> 771       5        4      2     83      1       4       1       1       1
#> 772       6        2      2     78      1       4       1       1       1
#> 773       8        4      2     88      2       3       2       1       1
#> 774       8        6      2     89      3       3       1       1       1
#> 775       8        8      2     84      2       4       1       1       2
#> 776       8        2      2     73      1       2       2       2       2
#> 777       4        2      2     92      3       3       2       1       2
#> 778       4        2      1     65      3       3       2       1       1
#> 779       8        2      1     69      2       4       2       2       2
#> 780      25        1      1     77      2       3       3       1       2
#> 781      20        2      1     79      2       3       2       1       1
#> 782       6        2      2     73      2       2       2       2       2
#> 783      21        4      2     68      3       3       1       1       2
#> 784      28        3      2     69      3       3       1       2       2
#> 785      70        2      2     80      3       3       2       1       2
#> 786       8        4      2     81      3       3       2       1       1
#> 787      21        4      2     67      4       2       3       3       3
#> 788      28        2      2     74      2       3       2       1       2
#> 789      14        8      1     88      4       3       3       1       2
#> 790       4        5      1     70      1       4       2       1       1
#> 791       5        5      1     73      1       4       2       1       1
#> 792       6        3      2     67      1       4       2       1       1
#> 793       7        1      1     74      2       3       1       1       1
#> 794     140        2      2     87      4       3       2       3       2
#> 795       4        8      2     91      2       3       1       1       1
#> 796       8        8      2     76      2       3       2       2       1
#> 797       7        8      2     87      2       3       2       2       2
#> 798       8        2      2     72      2       3       2       1       1
#> 799       7        2      2     77      1       3       1       1       2
#> 800      30        8      2     89      3       3       2       2       2
#> 801      40        8      2     84      2       3       2       1       1
#> 802      50        8      2     78      4       4       3       3       2
#> 803      35        4      2     81      3       3       2       4       2
#> 804      42        1      1     74      4       3       4       1       4
#> 805      40        3      2     80      2       3       2       1       1
#> 806     168        3      2     77      3       3       2       2       1
#> 807     150        3      2     79      4       3       2       1       1
#> 808     168        7      2     89      3       3       2       1       1
#> 809     168        7      2     90      4       4       2       1       1
#> 810     168        1      1     87      3       3       3       1       1
#> 811      14        6      2     81      3       4       2       1       1
#> 812       6        8      2     82      3       3       2       1       1
#> 813       8        4      2     71      2       4       2       1       1
#> 814      22        2      2     75      3       3       2       2       2
#> 815      10        6      1     69      2       4       2       1       1
#> 816       6        4      2     77      2       3       2       1       1
#> 817      30        8      2     81      3       3       3       1       2
#> 818       8        2      2     87      1       3       2       1       1
#> 819      10        2      2     73      1       3       1       1       1
#> 820      10        8      1     65      3       3       2       2       1
#> 821      12        2      2     68      1       4       1       1       1
#> 822      20        2      1     72      2       3       4       3       3
#> 823      15        2      1     70      2       3       3       2       3
#> 824      20        5      1     68      3       2       3       2       2
#> 825      15        2      2     70      2       4       3       2       2
#> 826      20        2      2     68      2       4       2       2       2
#> 827      25        2      2     69      2       3       3       4       4
#> 828       7        2      1     78      3       3       3       1       1
#> 829       4        2      1     74      2       2       2       2       1
#> 830      20        2      1     68      4       3       2       1       2
#> 831      10        8      2     86      1       4       1       1       2
#> 832      50        1      1     79      3       3       3       1       2
#> 833      20        2      2     75      1       4       1       1       1
#> 834      25        4      2     85      3       4       2       1       2
#> 835       5        6      2     71      1       4       2       1       1
#> 836       7        2      2     74      2       3       3       1       2
#> 837       5        3      1     74      1       3       2       1       1
#> 838      12        2      2     86      2       4       1       1       1
#> 839      35        8      2     66      2       3       1       1       1
#> 840      35        8      1     70      3       3       2       4       2
#> 841      30        8      2     86      4       3       2       2       2
#> 842      40        2      2     85      2       3       2       2       2
#> 843      15        2      2     82      2       4       1       2       1
#> 844      10        2      2     79      2       3       1       2       1
#> 845       8        2      2     69      1       4       1       1       1
#> 846       5        2      1     67      2       4       2       1       1
#> 847      14        2      2     94      2       4       1       1       1
#> 848      14        2      1     75      2       3       2       1       1
#> 849       6        2      2     79      2       3       2       1       1
#> 850      14        8      2     78      2       4       2       1       2
#> 851       7        4      2     66      2       3       2       1       1
#> 852      20        4      2     65      4       3       2       1       2
#> 853       6        8      2     88      3       3       3       1       1
#> 854      10        4      2     78      1       4       1       1       1
#> 855      30        4      2     83      4       3       2       1       2
#> 856      14        8      2     87      2       3       2       1       1
#> 857      10        8      2     99      3       4       1       1       1
#> 858      10        5      2     66      3       3       2       2       2
#> 859      28        2      2     89      2       3       2       2       2
#> 860       8        5      2     71      2       4       1       1       1
#> 861       6        5      1     82      2       4       2       1       1
#> 862      20        2      1     69      3       3       2       2       1
#> 863       5        2      2     81      1       3       2       1       1
#> 864       7        2      2     84      2       3       2       1       1
#> 865      20        8      2     90      3       3       2       1       2
#> 866      18        8      1     80      3       3       2       1       1
#> 867      12        8      2     79      2       3       2       1       1
#> 868      17        8      2     67      2       3       2       1       2
#> 869      14        4      2     71      2       3       2       2       2
#> 870       5        8      2     75      1       4       1       1       1
#> 871       6        8      2     68      2       4       1       1       1
#> 872       4        6      2     75      2       3       2       1       1
#> 873       4        5      1     73      2       3       2       1       2
#> 874       6        8      2     81      3       2       2       1       1
#> 875      10        2      2     76      2       4       1       1       1
#> 876       6        2      2     65      2       3       2       2       1
#> 877      14        2      2     83      4       3       2       2       2
#> 878      30        2      2     79      3       3       2       1       2
#> 879      35        1      2     73      4       3       3       4       4
#> 880      10        2      2     78      2       3       2       1       1
#> 881     100        2      2     83      3       3       2       1       1
#> 882       8        2      2     74      1       3       1       1       1
#> 883      10        2      2     81      2       3       2       1       1
#> 884      20        4      1     87      3       2       3       2       2
#> 885      40        2      2     67      3       2       3       2       2
#> 886      40        1      1     79      2       3       3       4       3
#> 887      40        3      1     81      4       1       3       2       1
#> 888       6        2      1     70      3       3       2       1       1
#> 889      30        1      1     65      3       4       2       1       2
#> 890      28        2      2     93      2       3       2       1       2
#> 891      20        2      1     74      2       4       1       1       1
#> 892      25        2      2     77      3       3       2       1       2
#> 893      30        2      2     75      3       4       2       3       3
#> 894      50        2      2     90      3       3       3       4       3
#> 895      20        2      2     91      4       3       2       1       1
#> 896      15        4      2     86      2       3       2       1       2
#> 897     110        2      2     65      4       2       3       1       2
#> 898      28        8      2     82      3       4       1       1       2
#> 899      85        2      2     80      3       3       1       1       1
#> 900     160        1      1     74      4       3       2       1       4
#> 901      10        2      2     65      1       3       1       1       1
#> 902       8        2      2     67      2       3       1       1       1
#> 903      NA       NA     NA     NA     NA      NA      NA      NA      NA
#> 904      NA       NA     NA     NA     NA      NA      NA      NA      NA
#> 905      NA       NA     NA     NA     NA      NA      NA      NA      NA
#> 906      NA       NA     NA     NA     NA      NA      NA      NA      NA
#> 907      NA       NA     NA     NA     NA      NA      NA      NA      NA
#> 908      NA       NA     NA     NA     NA      NA      NA      NA      NA
#>     c86cop5 c87cop6 c88cop7 c89cop8 c90cop9 c160age c161sex c172code c175empl
#> 1         1       1       2       3       3      56       2        2        1
#> 2         4       1       3       2       2      54       2        2        1
#> 3         1       1       1       4       3      80       1        1        0
#> 4         1       1       1       2       4      69       1        2        0
#> 5         2       2       1       4       4      47       2        2        0
#> 6         3       2       2       1       1      56       1        2        1
#> 7         1       2       4       1       4      61       2        2        0
#> 8         1       1       2       3       3      67       2        2        0
#> 9         2       1       3       1       3      59       2       NA        0
#> 10        1       1       1       1       3      49       2        2        0
#> 11        4       4       4       1       1      66       2        2        0
#> 12        3       1       4       3       1      47       2        2        1
#> 13        2       1       2       4       4      58       2        3        0
#> 14        1       1       2       4       4      75       1        1        0
#> 15        2       2       1       1       1      49       2        3        1
#> 16        3       1       2       1       3      56       2        2        0
#> 17        1       1       2       4       4      75       2        2        0
#> 18        1       1       2       3       3      70       2        2        0
#> 19        2       1       3       1       4      52       1        3        1
#> 20        1       3       3       2       2      48       2        3        1
#> 21        1       1       1       1       3      58       2        2        1
#> 22        1       1       1       2       2      65       2        2        0
#> 23        1       1       1       2       4      49       2        2        1
#> 24        1       1       2       3       4      60       2        2        0
#> 25        1       1       2       3       3      55       2        2        0
#> 26        3       1       4       1       4      62       2        2        0
#> 27        1       1       4       2       2      68       2        3        0
#> 28        1       1       1       3       2      76       2        2        0
#> 29        4       1       2       2       1      58       2        2        0
#> 30        1       1       1       2       4      65       2        1        0
#> 31        4       4       4       1       3      63       1        2        1
#> 32        1       1       1       1       4      79       2        1        0
#> 33        1       1       3       1       1      65       2        2        0
#> 34        2       1       4       2       3      74       2        2        0
#> 35        1       1       1       3       4      76       1        2        0
#> 36        1       1       1       4       4      73       2        1        0
#> 37        1       1       4       1       1      67       2        2        0
#> 38        1       1       1       4       4      62       2        2        0
#> 39        1       3       2       1       4      80       2        2        0
#> 40        2       1       2       3       3      49       2        2        1
#> 41        3       1       4       1       3      46       2        3        1
#> 42        1       3       2       1       4      68       2        2        0
#> 43        1       2       1       3       3      62       2        3        0
#> 44        2       1       3       1       2      65       2        2        0
#> 45        2       2       4       2       2      63       2        2        0
#> 46        1       2       4       3       1      81       2        2        0
#> 47        1       4       2       1       2      72       1        2        0
#> 48        1       1       2       3       3      64       2       NA        0
#> 49        1       1       3       2       4      73       2       NA        0
#> 50        1       1       3       2       1      73       2        2        0
#> 51        1       2       3       1       4      64       2        2        0
#> 52        1       1       1       3      NA      67       2        2        0
#> 53        1       1       2       1       1      60       2        2        0
#> 54        2       1       2       2       2      64       2        2        0
#> 55        1       1       1       3       3      85       1        3        0
#> 56        1       2       1       1       4      55       2        2        1
#> 57        3       3       4       1       4      72       2        2        0
#> 58        3       3       3       4       2      52       2        3        1
#> 59        3       1       4       3       3      63       2        2        0
#> 60        1       3       4       1       2      69       2        2        0
#> 61        2       1       1       1       3      61       2       NA        1
#> 62        1       2       1       3       4      79       2        2        0
#> 63        1       1       1       4       4      64       2       NA        0
#> 64        1       4       4       2       4      44       1        3        1
#> 65        1       1       2       3      NA      59       1        2        1
#> 66        1       1       4       1       4      52       2        3        1
#> 67        1       1       4       3       1      46       2        3        0
#> 68        1       2       2       3       4      59       1        2        0
#> 69        1       1       1       1       4      83       1        2        0
#> 70        1       1       3       1       4      76       1       NA        0
#> 71        1       1       1       4       4      31       1        2        0
#> 72        3       1       2       2       3      60       2        2        0
#> 73        1       2       1       3       4      57       2        2        0
#> 74        1       1       4       2       1      63       2        3        0
#> 75        2       1       1       4       4      59       2        3        1
#> 76        1       1       1       1       3      72       2        2        0
#> 77        1       1       4       4       1      47       2        1        1
#> 78        1       1       2       2       3      56       2        2        1
#> 79        1       1       3       2       2      47       2        3        1
#> 80        1       2       3       2       2      69       2        2        0
#> 81        1       1       1       1       4      74       2        2        0
#> 82        1       3       1       3       3      67       1        2        0
#> 83        1       1       1       2       4      72       2        2        0
#> 84        2       1       2       3       3      48       2        2        1
#> 85        1       1       1       1       4      55       2        2        0
#> 86        2       2       2       1       4      57       2        2        0
#> 87        3       3       2       1       2      62       2        2        0
#> 88        1       1       3       3       3      70       2        2        0
#> 89        4       3       4       3       1      34       2        3        1
#> 90        1       1       1       3       3      55       2        2        0
#> 91        1       1       1       2       4      69       2        1        0
#> 92        1       1       2       3       4      69       2        2        0
#> 93        1       1       2       2       2      60       1        2        0
#> 94        1       1       1       1       3      66       1       NA        0
#> 95        1       1       2       4       4      60       2       NA        0
#> 96        2       1       2       1       4      54       2        2        0
#> 97        1       1       2       3      NA      64       2       NA        0
#> 98        1       1       1       3       3      75       2       NA        0
#> 99        1       1       2       3       3      80       2        1        0
#> 100       2       2       3       2       2      49       1        2        0
#> 101       1       1       1       1       2      68       1       NA        0
#> 102       1       1       2       2       2      64       2        2        0
#> 103       1       1       1       1       4      72       2        1        0
#> 104       1       1       1       4       2      54       2       NA        1
#> 105       2       1       2       2       3      62       2        2        0
#> 106       3       1       2       4       3      65       2        2        0
#> 107       1       1       2       4       4      75       2        1        0
#> 108       1       1       1       4       4      77       1       NA        0
#> 109       1       1       4       2       2      50       2        2        1
#> 110       2       1       2       3       3      54       2        2        1
#> 111       1       2       2       2       4      72       2        2        0
#> 112       2       1       2       2       1      46       2        2        1
#> 113       1       2       4       1       2      61       2        3        0
#> 114       1       1       1       4       4      83       1        2        1
#> 115       1       2       2       3       3      44       2        2        1
#> 116       2       1       2       1       3      67       2        1        0
#> 117       1       1       2       1       3      61       2        2        0
#> 118       1       2       2       2       3      78       2        2        0
#> 119       1       1       3       1       3      77       1        1        0
#> 120       1       1       2       1       1      75       2        1        0
#> 121       1       2       1       3       4      61       1        3        0
#> 122       1       1       3       1      NA      65       1        1        0
#> 123       1       2       3       2      NA      74       2        1        0
#> 124       1       1       4       1       2      63       2        2        0
#> 125       1       1       4       4       4      66       2        2        0
#> 126       1       1       4       3       3      62       1        2        0
#> 127       1       1       2       2      NA      49       2        2        1
#> 128       2       1       2       1      NA      55       2        2        0
#> 129       2       1       1       1       4      45       2        3        0
#> 130       1       3       4       1       4      76       1        1        0
#> 131       1       2       3       2       2      65       2        1        0
#> 132       1       1       1       4       4      56       2        2        1
#> 133       1       1       2       2       2      75       2        1        0
#> 134       1      NA       4       1      NA      45       2        1        1
#> 135       2       1       3       1       2      59       1        2        1
#> 136       2       1       2       1       3      66       1        3        0
#> 137       2       1       4       1       1      61       2        1        0
#> 138       1       1       1       4       4      50       1        2        1
#> 139       1       2       1       3       4      75       1        1        0
#> 140       1       1       2       3       3      76       2        2        0
#> 141       3       3       4       2       2      35       2        2        1
#> 142       2       1       2       1       3      42       2       NA        0
#> 143       2       1       2       1       2      65       2        2        0
#> 144       1       1       1       4      NA      81       2        2        0
#> 145       2       1       2       2       4      43       2        2        0
#> 146       1       1       2       2       4      76       1        3        0
#> 147       2       1       2       3       1      67       1       NA        0
#> 148       1       1       2       1       3      63       2       NA        0
#> 149       1       1       2       3       3      56       2        1        0
#> 150       2       2       3       2       3      49       2        2        0
#> 151       1       1       3       1       4      55       2        2        0
#> 152       1       1       2       1       3      60       2        2        0
#> 153       2       1       1       1       3      59       1        3        1
#> 154       1       1       2       3       3      62       2        3        0
#> 155       1       2       2       3       4      62       2        1        0
#> 156       1       1       2       2       2      79       1        2        0
#> 157       1       1       2       3       4      54       2        3        1
#> 158       1       1       2       4       4      57       2        3        0
#> 159       1       1       2       1       3      74       1        3        0
#> 160       1       1       2       3       3      67       2        3        0
#> 161       2       2       3       1       3      51       2        3        0
#> 162       1       1       3       2       4      55       2        3        1
#> 163       2       1       3       1       1      56       2       NA        1
#> 164       1       1       2      NA       3      58       2        2        1
#> 165       1       1       2       3       4      43       2        3        0
#> 166       1       1       3       3       4      71       1        3        0
#> 167       2       1      NA       1      NA      50       2       NA        1
#> 168       1       1       4       1      NA      57       2        2        0
#> 169       1       1       2       3       1      52       2        2        1
#> 170       1       1       2       4      NA      53       1        3        1
#> 171       1       1       2       4       4      60       1        3        1
#> 172       1       1       2       1       2      65       2        2        0
#> 173       1       1       1       4       4      72       2        2        0
#> 174       1       1       1       2       4      64       2        1        0
#> 175       1       1       2       1       4      57       2        2        1
#> 176       1       1       1       1       3      47       2        3        1
#> 177       1       1       2       1       1      62       2        2        0
#> 178       1       1       3       1       2      67       2       NA        0
#> 179       1       1       1       1       2      63       2        3        0
#> 180       1       1       1       1       4      77       1        2        0
#> 181       1       1       1       1       4      60       2        1        0
#> 182       1       1       2       1       3      48       2        3        1
#> 183       1       1       4       1       1      73       2        2        0
#> 184       1       1       2       4       3      25       2       NA        1
#> 185       2       1       3       2      NA      58       2        1        0
#> 186       1       1       3       3       3      50       2        2        0
#> 187       1       4      NA       2       4      45       2        3        1
#> 188       2       1       3       2       3      53       1        3        0
#> 189       1       1       1       1       3      59       1        1        0
#> 190       1       1       2       3       3      80       1        2        0
#> 191       1       2       3       3       3      57       2        3        1
#> 192       1       1       3       4       4      66       1        3        0
#> 193       2       1       1       1       2      63       1       NA        0
#> 194       1       2       2       2       3      56       2        2        0
#> 195       1       1       1       4       4      61       2        2        0
#> 196       1       1       1       4       4      70       2        1        0
#> 197       1       1       4       3       3      62       2        3        0
#> 198       1       1       2       1       3      47       2        3        1
#> 199       2       1       2       4       1      67       2        1        0
#> 200       2       1       1       1       3      64       1       NA        0
#> 201       1       1       1       2       4      65       2       NA        0
#> 202       2       1       3       1       1      55       2        2        1
#> 203       1       1       1       3       4      66       2        3        0
#> 204       1       1       3       2       1      52       2        2        1
#> 205       1       1       1       1       3      64       2        1        0
#> 206       1       1       1       1       3      49       2        2        1
#> 207       2       3       2       2       4      42       2        2        0
#> 208       1       1       2       1       4      58       2        2        0
#> 209       1       1       1       4       4      87       2        1        0
#> 210       1       1       2       1       2      65       2       NA        0
#> 211       2       1       1       1       3      65       2        3        0
#> 212       2       2       2       1       3      63       2        3        0
#> 213       1       1       1       1       3      43       2        3        1
#> 214       1       1       3       2       1      54       2        3        0
#> 215       2       2       4       2       3      42       2        3        1
#> 216       1       1       2       4       4      61       1        2        1
#> 217       2       1       2       2       4      54       2        2        1
#> 218       1       4       2       1       1      47       2        2        0
#> 219       2       1       1       2       4      46       1        1        0
#> 220       2       1       1       4       4      54       1        3        1
#> 221       2       1       3       3       1      58       1        2        1
#> 222       4       3       4       3       3      64       2        3        0
#> 223       2       1       2       3       2      51       2        2        0
#> 224       1       1       2       3       3      57       2        2        1
#> 225       1       1       4       1       3      63       2        1        0
#> 226       1       1       1       1       3      49       2        3        1
#> 227       1       1       3       1       4      66       1        1        0
#> 228       2       1       4       1       2      56       2        2        0
#> 229       2       1       2       3       3      62       1        3        0
#> 230       1       1       3       3       4      29       2        2        0
#> 231       3       1       2       2       4      55       1        3        1
#> 232       3       2       3       4       4      55       1       NA        0
#> 233       1       1       1       2       4      81       2       NA        0
#> 234       2       1       2       1       3      62       1       NA        1
#> 235       1       1       3       1       4      49       2       NA        1
#> 236       2       1       2       1       3      43       1       NA        1
#> 237       1       1       2       1       3      60       2        2        1
#> 238       1       1       2       2       3      39       2        2        1
#> 239       2       1       1       3       3      41       2        2        1
#> 240       1       1       1       4       4      25       2        2        0
#> 241       1       1       1       4       3      27       1        2        1
#> 242       1       1       1       3       4      26       2        2        0
#> 243       2       1       1       3       2      52       1        1        0
#> 244       1       1       2       3       3      56       2       NA        1
#> 245       1       1       2       3       3      29       2        2        0
#> 246       2       1       2       2       4      45       2        2        1
#> 247       1       1       1       2       3      64       2        2        0
#> 248       1       2       1       2       2      47       2        2        1
#> 249       1       2       2       1       3      62       2        1        0
#> 250       2       1       2       2       3      55       2       NA        1
#> 251       1       1       3       2       2      70       2       NA        0
#> 252       1       1       2       3       2      51       2        1        1
#> 253       1       2       2       2       4      67       2       NA        0
#> 254       2       1       2       2       3      23       2        2        0
#> 255       2       1       1       1       2      52       2        2        1
#> 256       3       1       4       1       2      62       2        2        0
#> 257       2       1       2       3       3      33       2        2        1
#> 258       1       1       4       4       2      83       2        1        0
#> 259       2       1       1       4       3      75       2        2        0
#> 260       4       3       1       1       2      60       1        3        1
#> 261       1       1       1       1       4      63       2        2        0
#> 262       1       1       1       1       4      65       2        3        0
#> 263       1       1       2       1       1      60       1        2        0
#> 264       1       1       1       1       2      54       2        1        0
#> 265       1       1       1       3       4      63       2        2        0
#> 266       1       2       2       2       3      58       2       NA        0
#> 267       3       2       2       3       1      42       2        2        1
#> 268       1       1       4       1       1      58       1        3        0
#> 269       1       1       2       1       3      55       1        2        1
#> 270       1       2       4       1       2      44       1        1        1
#> 271       1       1       2       2       2      46       2        1        1
#> 272       1       1       2       3       2      38       1        1        1
#> 273       1       1       1       3       2      44       2        2        1
#> 274       1       1       2       4       3      43       1        1        1
#> 275       2       1       2       1       3      34       2        2        0
#> 276       1       2       2       2       2      43       1        1        1
#> 277       2       1       1       2       3      66       1       NA        0
#> 278       1       1       1       1       3      46       2       NA        1
#> 279       2       1       1       1       3      68      NA        1        0
#> 280       1       1       1       3       4      60       2        3        0
#> 281       1       1       2       3       4      35       2        1        0
#> 282       1       1       2       4       4      38       2        2        1
#> 283       1       1       1       4       4      41       2        2        1
#> 284       2       1       1       4       4      40       2        2        1
#> 285       1       1       2       4       4      39       2        2        1
#> 286       3       1       2       3       4      44       2        2        1
#> 287       1       2       2       2       2      57       2        2        1
#> 288       1       1       1       2       4      48       1        3        1
#> 289       1       1       4       1       2      56       2        2        1
#> 290       3       1       4       1       4      40       1        2        0
#> 291       1       1       2       1       2      61       2        2        1
#> 292       1       1       1       2       3      63       2        1        0
#> 293       1       1       1       1       1      59       2        2        0
#> 294       1       1       1       1       4      69       2        1        0
#> 295       1       1       1       1       3      60       2        1        1
#> 296       1       1       1       1       3      49       2        1        1
#> 297       1       2       2       3       2      41       1        2        1
#> 298       1       1       1       2       3      72       2        2        0
#> 299       1       1       1       2       3      64       2        3        0
#> 300       1       2       1       3       4      46       2        2        1
#> 301       1       2       3       2       4      64       2        1        0
#> 302       1       1       1       1       1      79       1        2        0
#> 303       1       3       2       1       1      39       2        2        1
#> 304       2       1       2       2       4      42       2        2        0
#> 305       1       1       1       1       4      39       2        2        0
#> 306       2       4       2       4       4      42       2        2        0
#> 307       1       2       4       3       4      54       2        2        1
#> 308       1       1       1       2       3      76       1        2        0
#> 309       1       1       2       2       2      69       2        3        0
#> 310       1       1       1       4       3      68       2        1        0
#> 311       1       3       2       1       3      66       2        2        0
#> 312       2       2       2       3       2      35       1        3        1
#> 313       2       3       3       3       2      30       1        2        1
#> 314       1       1       1       3       4      54       1        3        0
#> 315       1       2       2       2       3      56       2        2        1
#> 316       1       2       3       2       4      60       2        2        0
#> 317       1       3       2       3       3      26       2        2        0
#> 318       1       2       2       2       2      68       2        2        1
#> 319       1       1       2       1       3      51       1        2        0
#> 320       1       1       1       1       4      54       2        1        0
#> 321       1       1       2       4       4      52       2       NA        1
#> 322       1       1       1       3       4      53       2        2        1
#> 323       1       1       1       3       4      54       1        3        1
#> 324       1       1       1       2       2      52       1        3        0
#> 325       1       1       1       2       3      48       1        3        1
#> 326       1       1       2       3       3      46       1        1        0
#> 327       1       1       2       1       4      68       2        2        1
#> 328       1       2       2       2       2      49       2        1        0
#> 329       1       1       1       1       4      19       1        2        0
#> 330       1       1       2       1       1      49       2        2        0
#> 331       1       1       2       1       2      33       1        2        1
#> 332       2       1       2       3       4      42       2        2        0
#> 333       2       1       2       2       3      34       2        2        0
#> 334       1       1       2       1       4      66       2        1        0
#> 335       1       1       1       4       4      27       2        2        0
#> 336       1       1       1       1       4      37       1        3        1
#> 337       1       1       4       1       2      54       2        1        0
#> 338       1       1       2       1       4      65       1        2        0
#> 339       1       2       4       3       3      72       2        3        0
#> 340       1       1       1       3       4      40       2        2        1
#> 341       1       1       1       1       4      26       2        2        1
#> 342       2       1       2       2       4      29       2        2        1
#> 343       1       1       2       2       3      30       2        2        1
#> 344       1       1       1       2       4      30       2        2        1
#> 345       1       1       2       2       3      33       2        2        1
#> 346       1       1       2       1       2      42       2        2        1
#> 347       1       1       1       1       3      51       1        2        1
#> 348       1       1       4       1       4      54       1        3        1
#> 349       1       1       1       1       4      38       2        2        1
#> 350       1       1       1       3       3      40       2        3        1
#> 351       1       2       1       3       3      50       2        3        0
#> 352       1       1       1       2       4      66       2        1        0
#> 353       1       1       2       1       2      44       2        2        0
#> 354       1       1       2       3       3      42       1        1        1
#> 355       1       1       2       3       2      43       2        1        1
#> 356       1       2       4       1       2      55       2        1        0
#> 357       1       1       2       2       3      67       1        2        0
#> 358       1       1       1       2       3      23       1        2        0
#> 359       2       1       2       1       2      70       2        1        0
#> 360       1       1       2       2       4      62       2        1        0
#> 361       1       1       2       2       3      66       2        1        0
#> 362       1       1       1       2       2      59       2        2        0
#> 363       1       1       1       3       3      76       1        1        0
#> 364       1       2       1       3       4      44       1        1        0
#> 365       1       1       2       1       2      42       2        2        1
#> 366       1       1       1       1       4      53       1        1        1
#> 367       1       1       1       1       4      44       2        2        1
#> 368       1       1       2       2       3      62       2       NA        0
#> 369       2       1       2       2       2      53       2       NA        0
#> 370       1       1       1       3       4      58       2        2        1
#> 371       1       1       2       3       3      38       2        2        1
#> 372       1       1       2       3       3      48       1        2        1
#> 373       4       1       3       1       3      52       2        2        1
#> 374       1       2       3       1       1      53       2        2        1
#> 375       1       1       1       3       1      67       2        2        0
#> 376       1       1       2       1       1      54       2        1        1
#> 377       1       1       2       2       1      31       2        2        1
#> 378       2       1       1       4       4      51       1        2        1
#> 379       1       1       1       4       4      48       2        2        1
#> 380       2       1       2       1       2      52       2        2        1
#> 381       1       2       4       1       4      45       1        2        0
#> 382       1       1       3       1       2      47       1        2        1
#> 383       2       1       2       2       4      42       2        2        1
#> 384       3       1       3       1       2      65       2        2        0
#> 385       1       1       1       3       4      49       1        1        0
#> 386       1       1       1       3       3      46       2        2        1
#> 387       1       1       1       4       4      65       2        2        0
#> 388       2       4       2       3       3      47       2       NA        0
#> 389       2       1       2       3       4      54       2        1        1
#> 390       2       1       2       2       1      49       2        2        0
#> 391       2       1       3       2       2      47       2        2        0
#> 392       1       1       2       1       3      59       1        3        1
#> 393       1       1       1       1       3      69       2        1        0
#> 394       3       2       2       3       3      34       1        3        1
#> 395       3       2       2       2       3      30       2        2        0
#> 396       4       3       3       2       3      70       2        2        0
#> 397       1       2       3       4       3      32       1        3        1
#> 398       3       2       2       1       2      41       2        3        1
#> 399       1       2       3       2       2      63       2        1        0
#> 400       1       1       1       1       4      83       1        3        0
#> 401       1       2       2       2       3      44       2        1        0
#> 402       1       2       2       1       3      70       2        1        0
#> 403       3       1       4       1       2      56       2        2        0
#> 404       2       1       1       2       4      64       2        2        1
#> 405       2       3       2       2       2      43       2        2        0
#> 406       1       1       3       1       3      53       2        2        1
#> 407       1       1       2       1       4      55       2        1        0
#> 408       1       1       1       3       3      46       2        1        0
#> 409       2       1       1       3       1      64       2        2        0
#> 410       2       1       2       1       1      57       2        2        1
#> 411       1       1       2       4       4      60       2        2        0
#> 412       1       1       2       1       3      42       1        2        1
#> 413       1       1       2       4       2      63       2        1        1
#> 414       2       1       2       2       2      68       1        2        0
#> 415       1       1       2       3       3      67       1        2        0
#> 416       1       1       2       3       3      69       1        3        0
#> 417       1       1       3       2       2      52       1        3        1
#> 418       1       1       2       3       2      60       2        3        0
#> 419       2       2       3       1       2      48       2        3        1
#> 420       1       1       1       2       3      60       2        2        0
#> 421       3       1       3       1       3      67       2        1        0
#> 422       1       2       2       3       4      36       2        2        0
#> 423       3       1       3       1       3      75       2        3        0
#> 424       2       1       2       3       3      29       2        2        1
#> 425       1       1       3       1       2      47       2        2        1
#> 426       1       1       2       1       1      62       2        2        0
#> 427       1       1       2       1       3      59       2        3        1
#> 428       1       1       1       4       4      51       2        2        0
#> 429       1       1       1       1       4      34       2        2        1
#> 430       1       1       2       4       4      59       2        2        1
#> 431       1       1       1       2       3      31       2        3        1
#> 432       2       1       3       3       3      37       2        3        1
#> 433       1       1       2       3       2      61       2        2        0
#> 434       1       1       2       3       3      53       2        1        1
#> 435       2       1       2       1       2      89       1        2        0
#> 436       2       1       2       2       3      53       2        2        1
#> 437       2       1       2       1       2      46       2        2        1
#> 438       2       1       2       3       4      59       1        3        0
#> 439       1       1       2       1       3      74       2       NA        1
#> 440       2       1       2       1       2      50       2        1        1
#> 441       1       1       2       2       3      50       2        1        1
#> 442       3       1       2       1       4      53       2        2        0
#> 443       2       2       2       2       4      55       2        2        1
#> 444       2       1       2       1       2      51       2        3        1
#> 445       2       1       3       1       2      43       2        1        1
#> 446       1       1       1       2       3      43       2        2        1
#> 447       1       2       2       1       3      59       2        2        0
#> 448       1       1       2       2       1      72       1        2        0
#> 449       2       2       2       2       2      56       2        2        1
#> 450       3       2       2       2       3      66       2        1        0
#> 451       1       1       1       3       3      47       2        2        0
#> 452       1       1       2       3       4      45       2        2        1
#> 453       1       1       1       1       4      NA       1        3        1
#> 454       1       1       1       3       4      23       1        2        1
#> 455       1       1       1       2       3      25       1        2        0
#> 456       1       3       3       1       1      57       2        3        1
#> 457       1       1       1       4       4      53       2        1        1
#> 458       1       1       1       1       3      64       2        1        0
#> 459       1       1       1       1       3      56       2        3        1
#> 460       1       1       2       2       4      41       2        3        1
#> 461       1       1       2       3       3      58       1        3        1
#> 462       1       1       1       1       4      76       2        2        0
#> 463       1       1       2       3       3      69       2        2        0
#> 464       3       1       3       1       3      56       2        1        0
#> 465       2       2       1       3       4      75       1        2        0
#> 466       2       1       2       1       3      53       2        2        0
#> 467       1       1       2       1       3      53       2        1        0
#> 468       1       1       1       2       4      58       1        1        1
#> 469       2       1       1       1       2      48       2        2        1
#> 470       1       1       1       1       3      35       2        2        1
#> 471       1       1       4       1       3      59       2        1        0
#> 472       1       1       1       4       4      34       1        2        1
#> 473       1       2       1       2       2      39       1        2        0
#> 474       1       1       2       3       4      56       2        2        1
#> 475       1       1       2       4       3      60       2        1        0
#> 476       1       1       1       4       4      43       1        2        1
#> 477       1       1       3       1       2      56       1        1        0
#> 478       2       1       2       1       3      38       2        2        0
#> 479       1       1       1       3       4      54       2        2        0
#> 480       1       1       2       3       3      25       2        2        1
#> 481       1       2       4       1       4      66       2        1        0
#> 482       1       1       1       3       3      58       2        3        1
#> 483       1       1       1       3       4      75       1        3        0
#> 484       1       1       1       2       4      30       2        2        0
#> 485       2       2       1       1       3      42       2        3        0
#> 486       1       1       2       2       4      38       2        2        0
#> 487       2       2       2       3       3      63       2       NA        0
#> 488       1       1       1       2       2      57       1       NA        1
#> 489       2       1       1       1       3      41       2       NA        1
#> 490       1       1       1       1       2      64       2        1        0
#> 491       1       1       2       4       3      32       1        1        1
#> 492       1       1       1       1       3      38       2        1        1
#> 493       1       1       2       1       3      65       2        1        0
#> 494       1       1       2       1       2      31       1        1        1
#> 495       1       2       2       1       2      43       2        1        1
#> 496       4       1       1       3       3      29       1        2        1
#> 497       1       1       2       2       2      62       1        1        0
#> 498       1       1       2       3       2      46       1        1        1
#> 499       1       2       3       1       2      43       1        1        1
#> 500       1       1       2       3       3      44       2        3        1
#> 501       3       1       4       4       3      47       2        1        1
#> 502       1       1       1       3       1      49       2        2        1
#> 503       1       1       2       3       3      46       2        1        1
#> 504       3       1       3       3       2      46       2        2        1
#> 505       1       1       1       1       2      60       1        2        1
#> 506       1       3       4       2       2      65       2        2        0
#> 507       3       3       2       2       2      32       1        2        1
#> 508       3       3       2       2       4      72       1        2        0
#> 509       2       2       3       3       2      35       1        2        1
#> 510       1       1       4       1       1      61       2        2        0
#> 511       1       1       2       3       3      66       1        2        0
#> 512       1       1       2       2       1      53       2        2        0
#> 513       2       2       3       2       4      35       2        2        1
#> 514       1       1       1       2       3      57       2        1        1
#> 515       1       1       2       1       3      62       1        1        0
#> 516       2       2       4       2       1      70       2        2        0
#> 517       1       1       1       2       4      53       1        2        1
#> 518       1       4       3       3      NA      78       1       NA        0
#> 519       1       2       4       3       2      65       1        1        0
#> 520       1       2       1       2       4      58       1        2        1
#> 521       1       1       1       3       3      62       2        3        0
#> 522       2       3       4       4       4      48       2        3        1
#> 523       1       1       2       1       2      51       2        1        0
#> 524       1       1       2       1       3      35       2        2        1
#> 525       1       1       1       1       4      59       2        2        1
#> 526       2       1       2       1       1      42       2        2        1
#> 527       2       1       1       2       2      52       2        2        0
#> 528       1       1       1       1       4      49       2        2        1
#> 529       2       1       1       1       2      46       2        2        0
#> 530       2       1       1       3       4      56       2        2        1
#> 531       4       1       4       1       2      51       2        2        0
#> 532       1       1       1       4       4      45       2        2        1
#> 533       1       1       2       3       3      50       2        2        0
#> 534       2       1       2       3       3      48       2        2        0
#> 535       1       1       2       2       3      41       2        2        1
#> 536       2       1       1       3       3      48       2        3        1
#> 537       1       1       2       2       3      40       1        3        1
#> 538       1       1       1       2       3      29       2        2        1
#> 539       1       4       4       1       3      50       2        2        1
#> 540       1       1       2       1       2      48       2        2        0
#> 541       1      NA       3       1       3      63       1        2        0
#> 542       1       1       1       3       3      54       2        2        1
#> 543       1       1       2       2       4      65       2        2        0
#> 544       1       1       1       3       4      52       2        2        0
#> 545       1       1       1       3       4      41       2        3        0
#> 546       1       1       1       3       4      44       2        2        0
#> 547       1       2       1       3       4      53       2        2        1
#> 548       2       1       3       2       2      62       2        1        0
#> 549       1       2       3       1       2      42       2        1        1
#> 550       1       1       2       2       2      31       1        1        1
#> 551       1       1       1       3       4      40       2        2        0
#> 552       1       1       1       3       4      44       1        2        0
#> 553       1       1       1       1       3      50       2        2        1
#> 554       1       1       2       3       4      49       2        2        0
#> 555       1       1       1       3       3      24       2        2        0
#> 556       1       1       1       4       4      43       1        2        1
#> 557       4       4       4       4       4      61       2        1        0
#> 558       3       3       4       4       4      35       2        1        0
#> 559       1       1       3       1       4      40       2        1        0
#> 560       4       4       4       4       4      53       2        1        1
#> 561       2       1       2       2       4      58       1        1        0
#> 562       1       1       2       1       4      48       1        2        1
#> 563       1       1       3       1       4      65       2        1        0
#> 564       1       1       1       1       1      61       2        2        1
#> 565       1       1       1       2       4      31       2        3        0
#> 566       1       1       1       3       4      58       1        2        1
#> 567       1       1       1       2       4      53       1        2        1
#> 568       1       1       1       2       4      63       1        1        0
#> 569       1       2       2       3       3      80       2        1        0
#> 570       1       1       3       1       4      61       1        3        0
#> 571       1       1       3       2       3      46       1        2        1
#> 572       1       2       2       3       3      75       2        1        0
#> 573       2       4       3       1       2      49       2        2        1
#> 574       4       2       4       1       3      48       2        1        0
#> 575       1       2       3       1       2      62       2        1        0
#> 576       1       1       2       1       1      49       2        2        1
#> 577       2       1       1       1       2      49       2        2        0
#> 578       2       2       2       1       3      60       2        3        1
#> 579       1       1       1       4       4      27       2       NA        1
#> 580       2       2       2       1       3      63       1        2        0
#> 581       1       1       2       1       4      57       2       NA        1
#> 582       2       1       2       1       2      56       2        1        0
#> 583       2       2       3       1       2      63       2        3        0
#> 584       1       1       1       3       1      78       2        1        0
#> 585       1       1       2       3       3      36       1        2        1
#> 586       3       1       2       1       2      59       2        2        0
#> 587       2       1       2       3       3      62       1        2        0
#> 588       2       1       1       1       1      42       2        2        1
#> 589       1       1       1       4       2      54       2        2        1
#> 590       1       1       1       3       4      64       2        1        0
#> 591       1       1       1       3       2      65       2        1        0
#> 592       1       1       3       2       2      52       2        2        0
#> 593       1       1       2       2       2      78       2        1        0
#> 594       1       1       2       3       4      47       2        1        0
#> 595       1       1       1       2       4      67       1        2        1
#> 596       2       3       3       1       2      28       1        2        1
#> 597       2       1       2       3       3      43       2        2        0
#> 598       1       1       2       2       2      40       2        1        1
#> 599       3       1       2       3       3      53       2        1        0
#> 600       2       2       2       2       4      28       1        2        0
#> 601       1       1       2       3       2      78       2        3        0
#> 602       1       1       1       2       3      58       2        1        0
#> 603       1       1       3       4       2      43       1        2        1
#> 604       1       1       1       4       4      54       2        2        0
#> 605       2       1       1       3       4      28       1        3        1
#> 606       2       1       2       1       1      57       1        3        0
#> 607       2       3       1       2       3      47       2        2        1
#> 608       3       3       2       2       3      35       2        1        1
#> 609       3       3       3       2       3      30       2        3        1
#> 610       1       2       1       3       4      50       1        2        0
#> 611       2       1       2       2       4      36       2        2        0
#> 612       1       1       2       2       3      38       2        2        0
#> 613       2       1       2       2       2      58       2        2        0
#> 614       1       1       2       4       3      33       2        2        1
#> 615       1       1       1       1       4      59       2        2        1
#> 616       2       1       1       3       2      30       2        2        1
#> 617       1       1       1       2       3      24       1        2        1
#> 618       1       1       1       1       4      30       1        2        0
#> 619       1       1       2       2       3      39       1        3        0
#> 620       2       1       2       2       4      40       2        1        0
#> 621       1       1       2       3       2      51       2        2        0
#> 622       1       1       1       1       3      49       2        2        0
#> 623       1       1       1       2       3      60       1        2        0
#> 624       1       1       1       4       4      35       1        2        0
#> 625       2       2       3       1       1      53       2        3        0
#> 626       1       1       1       1       4      35       2        2        1
#> 627       2       1       1       1       4      39       2        2        0
#> 628       1       1       1       3       3      54       1        3        1
#> 629       1       1       2       2       3      65       2        3        0
#> 630       1       1       2       1       4      63       2       NA        0
#> 631       1       1       2       1       4      53       2       NA        0
#> 632       1       2       1       2       2      64       2        1        0
#> 633       1       2       1       3       2      43       2        1        1
#> 634       1       2       2       2       1      58       2        3        0
#> 635       2       2       3       2       1      67       2        3        0
#> 636       1       1       1       2       3      30       2        2        1
#> 637       1       1       1       2       3      24       1        2        1
#> 638       1       1       1       2       3      56       1        1        0
#> 639       1       1       1       1       3      44       1        2        1
#> 640       1       1       2       1       2      69       2        2        0
#> 641       2       1       3       2       2      31       2        2        0
#> 642       1       1       3       4       4      63       2        2        0
#> 643       1       1       2       3       4      44       2        2        0
#> 644       1       2       1       3       4      42       2        3        0
#> 645       1       1       1       3       4      42       2        2        0
#> 646       1       2       1       2       3      41       2        2        0
#> 647       1       2       1       1       3      77       2        2        0
#> 648       2       1       1       2       3      47       2        3        1
#> 649       1       1       2       3       3      70       2        2        0
#> 650       2       1       1       2       3      22       2        2        1
#> 651       1       1       1       4       4      37       2        2        1
#> 652       2       1       1       1       4      64       2        2        0
#> 653       1       1       2       1       2      50       2        2        0
#> 654       2       1       1       1       4      69       2        2        0
#> 655       1       1       1       1       4      44       2        2        1
#> 656       1       1       1       4       4      47       2        2        1
#> 657       2       1       1       1       4      41       2        3        1
#> 658       1       1       1       3       4      55       1        2        1
#> 659       1       1       1       2       4      60       2        1        0
#> 660       2       1       2       1       4      56       2        2        0
#> 661       1       1       4       4       4      66       2        2        0
#> 662       2       1       2       3       3      46       2        2        1
#> 663       2       2       3       1       2      55       2        3        1
#> 664       1       1       1       2       4      40       2        2        0
#> 665       1       1       1       3       3      51       2       NA        1
#> 666       1       1       3       3       3      37       1        3        1
#> 667       1       1       2       3       3      58       1        2        1
#> 668       1       1       2       1       1      57       1        1        1
#> 669       1       1       2       1       2      25       1        2        1
#> 670       2       1       2       3       3      43       2        2        1
#> 671       1       2       2       3       1      69       1        1        0
#> 672       1       1       2       2       2      35       1        2        1
#> 673       1       1       2       2       2      48       1        3        1
#> 674       1       1       1       4       4      66       2        1        0
#> 675       1       1       2       1       1      44       2        2        0
#> 676       1       1       3       2       4      74       1        1        0
#> 677       1       1       1       3       4      77       1        1        0
#> 678       1       1       2       3       4      61       2        2        0
#> 679       1       1       1       1       3      41       2        2        0
#> 680       1       1       1       3       4      64       2        1        0
#> 681       1       1       1       4       3      20       1        2        0
#> 682       1       1       1       3       3      27       1        2        0
#> 683       1       1       1       3       4      53       2        2        1
#> 684       1       1       2       3       3      51       2        2        1
#> 685       1       1       1       4       3      54       2        3        1
#> 686       1       1       2       1       2      69       1        2        1
#> 687       1       1       2       1       3      43       1        2        1
#> 688       1       1       2       1       2      69       2        2        0
#> 689       2       1       2       3       3      70       2        1        0
#> 690       1       1       2       2       2      60       2        2        0
#> 691       1       1       1       4       4      48       2        1        1
#> 692       2       2       2       3       3      33       2        3        1
#> 693       1       1       1       3       3      57       2        1        1
#> 694       1       1       1       2       3      37       1        2        1
#> 695       1       1       1       4       3      43       2        2        1
#> 696       1       1       2       2       3      73       2        2        0
#> 697       2       3       4       2       2      61       2        2        0
#> 698       1       2       2       2       2      54       1        3        1
#> 699       1       1       2       3       3      57       2        2        1
#> 700       2       2       4       3       2      46       1        2        1
#> 701       2       1       2       2       2      54       2        2        1
#> 702       1       1       2       2       2      48       2        2        1
#> 703       3       2       2       3       3      70       2        1        0
#> 704       1       1       1       3       3      49       2        2        0
#> 705       2       1       2       4       3      47       2       NA        1
#> 706       2       1       2       3       3      64       2        2        0
#> 707       1       1       1       3       2      48       1        1        1
#> 708       1       1       1       2       2      71       2        1        0
#> 709       1       1       1       2       2      66       2        1        0
#> 710       1       1       1       2       3      56       2        2        0
#> 711       1       1       1       3       3      46       2        1        1
#> 712       1       1       2       1       3      62       2        3        0
#> 713       1       1       3       1       2      49       2        2        1
#> 714       1       1       3       1       3      55       2        2        1
#> 715       1       1       2       2       3      47       2        2        0
#> 716       4       4       4       4       3      47       2        2        0
#> 717       1       1       4       3       2      43       2        2        0
#> 718       1       1       1       1       2      61       2        1        0
#> 719       1       1       1       1       4      45       2       NA        1
#> 720       2       1       4       2       2      55       2       NA        1
#> 721       1       1       1       3       4      33       1        2        0
#> 722       1       2       2       4       4      46       2        2        0
#> 723       1       1       1       3       3      51       1        1        1
#> 724       2       2       3       3       2      49       2        2        0
#> 725       2       2       2       1       2      48       2        2        1
#> 726       2       1       2       2       2      63       2        2        0
#> 727       2       1       2       3       2      68       2        2        0
#> 728       2       2       1       1       2      52       2        2        0
#> 729       3       2       2       2       3      68       2       NA        0
#> 730       1       1       2       3       3      18       1        2        0
#> 731       1       1       2       3       2      52       2        1        0
#> 732       3       4       4       1       2      58       2        1        0
#> 733       1       1       1       3       3      56       2        3        0
#> 734       1       1       2       3       4      47       2        2        1
#> 735       1       1       1       1       4      60       2        3        0
#> 736       2       1       2       1       2      55       2        2        0
#> 737       1       1       2       1       3      68       2       NA        0
#> 738       1       1       1       1       4      59       2        1        0
#> 739       2       1       4       4       4      65       2        3        0
#> 740       1       1       1       3       4      64       2        2        0
#> 741       2       1       4       2       4      52       2        2        0
#> 742       1       1       1       4       4      54       2        2        0
#> 743       1       1       4       2       2      50       2        2        1
#> 744       1       1       1       4       4      49       2        2        0
#> 745       1       1       4       4       4      73       2        1        0
#> 746       1       1       2       3       3      44       2        1        1
#> 747       1       1       1       1       2      35       2        2        1
#> 748       1       1       2       1       2      44       2        2        0
#> 749       1       2       3       4       4      50       2        3        0
#> 750       2       1       2       2       2      58       1        2        0
#> 751       1       1       1       2       4      71       1        1        0
#> 752       1       1       1       3       4      60       1        2        1
#> 753       2       1       3       2       3      49       2        3        1
#> 754       1       1       2       1       3      62       2        3        0
#> 755       1       1       2       3       1      59       2        1        1
#> 756       1       1       2       2       3      57       1        2        0
#> 757       1       1       1       1       4      50       2        2        0
#> 758       1       1       1       4       4      64       2        2        0
#> 759       2       3       2       1       2      48       2        2        1
#> 760       1       2       1       2       3      56       2        1        0
#> 761       1       2       1       3       4      52       1        2        0
#> 762       2       1       4       2       2      58       2        2        1
#> 763       1       1       2       1       3      69       2        2        0
#> 764       2       2       3       2       2      44       2        3        0
#> 765       1       1       1       2       4      60       2        2        1
#> 766       1       1       1       3       4      19       1        2        1
#> 767       1       1       2       2       3      63       2        1        0
#> 768       1       1       1       4       3      35       2        2        1
#> 769       1       1       1       3       4      69       2        3        0
#> 770       1       1       1       1       4      44       2        2        1
#> 771       1       1       1       1       4      58       1        2        1
#> 772       1       1       1       1       2      42       2        3        1
#> 773       1       1       2       1       4      65       2        2        0
#> 774       1       1       1       1       3      53       2        1        0
#> 775       1       1       1       1       2      53       2        1        0
#> 776       2       1       2       1       2      41       2        2        1
#> 777       1       1       1       1       2      67       2        1        0
#> 778       2       1       2       1       2      33       2       NA        0
#> 779       2       2       2       4       1      39       1        2        1
#> 780       1       2       1       4       3      73       2        2        0
#> 781       1       1       1       3       2      56       1        2        0
#> 782       1       1       2       2       2      50       2        2        1
#> 783       1       1       1       3       4      45       2       NA        0
#> 784       1       1       1       2       1      51       2        3        0
#> 785       3       2       3       3       1      49       2        2        0
#> 786       2       1       2       3       3      34       2        2        1
#> 787       2       2       3       1       2      47       1       NA        1
#> 788       2       1       3       1       4      50       2        3        1
#> 789       2       1       1       3       4      49       1        1        0
#> 790       1       1       2       1       3      37       2        2        1
#> 791       2       1       2       1       3      46       2        2        0
#> 792       2       1       2       1       1      52       2        1        1
#> 793       1       1       2       2       1      70       2        2        0
#> 794       1       1       2       1       2      62       2        2        0
#> 795       1       1       1       1       4      23       1        2        0
#> 796       1       1       2       1       2      22       1        2        1
#> 797       2       1       2       2       3      21       2        2        1
#> 798       1       1       2       1       2      48       1        2        1
#> 799       1       1       2       2       2      52       2        2        0
#> 800       2       1       2       1       4      41       2        2        0
#> 801       1       1       2       2       4      68       2        1        0
#> 802       2       1       1       1       4      32       2        1        1
#> 803       2       1       2       2       4      50       2        2        1
#> 804       1       1       2       1       1      68       2        1        0
#> 805       1       1       2       3       4      55       2        2        0
#> 806       2       1       1       2       4      70       2        2        0
#> 807       1       1       1       3       4      69       2        2        0
#> 808       1       1       1       3       4      63       2        2        0
#> 809       1       1       2       4       4      77       2        1        0
#> 810       1       1       1       3       4      77       2        2        0
#> 811       1       1       2       2       2      29       2        3        0
#> 812       2       1       1       3       3      33       2        2        1
#> 813       2       1       1       2       3      43       2        1        1
#> 814       1       2       2       3       2      54       2       NA        0
#> 815       2       1       1       2       3      38       2        1        0
#> 816       2       1       3       2       3      45       2        2        1
#> 817       2       1       3       2       2      70       2        1        0
#> 818       2       1       3       1       2      53       2        1        1
#> 819       1       1       2       2       4      53       1        2        1
#> 820       1       1       1       1       2      35       2        2        0
#> 821       1       1       1       1       1      42       1        2        1
#> 822       3       3       4       3       3      40       1        2        1
#> 823       3       2       3       3       3      36       2        2        1
#> 824       2       3       2       3       3      32       2        2        1
#> 825       2       2       1       3       4      39       2        2        1
#> 826       2       3       2       2       4      40       1        2        1
#> 827       3       3       3       4       4      35       1        2        1
#> 828       1       1       2       1       2      49       1        3        1
#> 829       3       1       2       2       2      47       2        3        1
#> 830       1       2       2       2       3      44       2        2        1
#> 831       2       2       1       1       4      38       2        3        1
#> 832       1       1       1       4       4      70       2        2        0
#> 833       1       1       1       3       4      55       2        2        0
#> 834       1       1       1       4       2      52       2        2        1
#> 835       1       1       2       2       2      48       2        2        0
#> 836       2       1       2       3       2      47       2        2        0
#> 837       2       1       2       1       3      62       2        2        0
#> 838       1       1       1       2       2      57       2        2        1
#> 839       1       1       2       2       4      20       2        2        1
#> 840       2       2       3       2       4      29       1        3        1
#> 841       2       2       2       1       4      33       2        2        1
#> 842       1       1       2       1       4      60       2        3        0
#> 843       1       1       2       1       2      58       2        2        0
#> 844       2       1       2       3       3      44       2        2        1
#> 845       1       1       2       4       2      43       2        2        1
#> 846       1       1       2       1       1      41       1        2        1
#> 847       1       1       1       2       4      56       2       NA        0
#> 848       1       1       1       4       2      48       2        3        1
#> 849       1       1       2       3       2      47       2        2        1
#> 850       1       1       1       3       3      44       2        3        0
#> 851       1       1       1       2       2      39       2        2        1
#> 852       1       1       1       4       4      31       2        3        1
#> 853       2       1       1       1       1      47       2        3        1
#> 854       1       1       1       4       4      35       2        2        0
#> 855       1       1       2       2       3      46       2        2        0
#> 856       1       1       1       3       3      31       2        3        1
#> 857       1       1       1       4       4      44       2        3        0
#> 858       1       1       2       3       3      34       2        3        1
#> 859       2       2       2       1       1      58       2        2        0
#> 860       1       1       1       3       3      37       2        3        1
#> 861       1       1       1       3       4      43       2        2        0
#> 862       1       1       2       3       4      45       2        2        1
#> 863       2       1       2       2       3      54       2        3        1
#> 864       2       1       2       2       2      57       1        2        1
#> 865       1       1       2       1       2      57       2        2        1
#> 866       1       1       1       3       4      28       2        2        1
#> 867       1       1       1       2       3      62       2        1        0
#> 868       1       1       1       2       4      64       2        1        0
#> 869       1       1       1       2       3      48       2        2        1
#> 870       1       1       1       4       4      38       2        2        0
#> 871       1       1       1       1       4      38       2        2        1
#> 872       1       1       1       1       2      33       2        2        0
#> 873       1       1       1       3       1      49       2        2        0
#> 874       1       1       2       2       2      42       2        3        1
#> 875       1       1       1       4       4      55       2        2        0
#> 876       2       2       2       3       2      45       2        1        1
#> 877       2       2       3       2       2      68       2        2        0
#> 878       1       1       2       1       2      39       2        2        0
#> 879       2       4       3       4       2      79       1        2        0
#> 880       1       1       1       3       3      48       2        2        1
#> 881       1       1       2       2       1      49       2        2        0
#> 882       1       1       1       4       3      34       2        2        0
#> 883       1       1       2       2       1      53       2        2        1
#> 884       2       1       3       2       2      65       2        1        0
#> 885       3       3       2       3       3      39       2        3        1
#> 886       3       2       3       3       4      74       2        3        0
#> 887       3       3       4       2       3      76       1        2        0
#> 888       1       1       1       3       4      41       2        2        1
#> 889       1       2       2       2       3      61       2        3        1
#> 890       2       3       3       1       2      61       2        3        1
#> 891       1       1       1       4       4      40       2        3        0
#> 892       1       1       1       3       3      45       2        2        0
#> 893       3       1       3       1       3      36       2        2        1
#> 894       3       4       3       3       3      60       2        3        1
#> 895       2       1       2       3       1      50       2        2        1
#> 896       2       1       3       1       2      55       2        2        1
#> 897       1       2       3       1       2      38       2        2        1
#> 898       1       1       1       3       4      82       2        1        0
#> 899       1       1       1       1       3      36       1        2        1
#> 900       1       2       2       1       3      71       2        1        0
#> 901       2       1       2       2       4      44       2        2        1
#> 902       2       1       2       4       3      45       2        2        1
#> 903      NA      NA      NA      NA      NA      NA      NA       NA       NA
#> 904      NA      NA      NA      NA      NA      NA      NA       NA       NA
#> 905      NA      NA      NA      NA      NA      NA      NA       NA       NA
#> 906      NA      NA      NA      NA      NA      NA      NA       NA       NA
#> 907      NA      NA      NA      NA      NA      NA      NA       NA       NA
#> 908      NA      NA      NA      NA      NA      NA      NA       NA       NA
#>     barthtot neg_c_7 pos_v_4 quol_5 resttotn tot_sc_e n4pstu nur_pst
#> 1         75      12      12     14        0        4      0      NA
#> 2         75      20      11     10        4        0      0      NA
#> 3         35      11      13      7        0        1      2       2
#> 4          0      10      15     12        2        0      3       3
#> 5         25      12      15     19        2        1      2       2
#> 6         60      19       9      8        1        3      2       2
#> 7          5      15      13     20        0        0      3       3
#> 8         35      11      14     20        0        1      1       1
#> 9         15      15      13      8        0        2      3       3
#> 10         0      10      13     15        1        1      3       3
#> 11        25      28       9      1        1        1      3       3
#> 12        85      18       8     19        1        1      1       1
#> 13        15      13      14     12        0        3      3       3
#> 14        70      18      14      8        0        0      1       1
#> 15        NA      16       9      8        3        3      0      NA
#> 16         0      13      14      6        0        2      0      NA
#> 17        95      11      15     16        0        2      0      NA
#> 18        55      11      13     14        0        0      2       2
#> 19        55      13      13     15        3        1      1       1
#> 20        45      17      12     10        0        7      2       2
#> 21         0      11      11     15        1        1      4       3
#> 22        70       9      12     21        0        0      1       1
#> 23        20       8      15     18        1        0      2       2
#> 24         0      14      15     15        1        1      3       3
#> 25        95      11      14     16        0        2      1       1
#> 26        10      23      12      0        1        1      2       2
#> 27        75      NA      10     10        0        5      2       2
#> 28        90      11       9     14        0        2      0      NA
#> 29        60      15      11      4        0        2      2       2
#> 30        20      11      NA     15        0        0      3       3
#> 31        NA      25      13      9        1        2      3       3
#> 32        50       9      12     18        0        1      2       2
#> 33        75      15       9     12        0        1      1       1
#> 34        50      20      12      1        0        7      3       3
#> 35        30       9      15      4        0        4      3       3
#> 36         0      10      14     13        0        1      3       3
#> 37        30      19       9      4        0        6      3       3
#> 38        90       8      14     16        1        1      0      NA
#> 39        15      17      15     11        1        5      3       3
#> 40        70      16      12      5        2        5      1       1
#> 41        85      17      12     11        0        1      1       1
#> 42        NA      14      14     14        1        3      3       3
#> 43         0      14      11      8        0        3      3       3
#> 44        30      16      11     16        0        4      3       3
#> 45        60      19      12      9        0        4      3       3
#> 46        25      NA      10     13        0        0      3       3
#> 47        NA      17       9      9        0        3      3       3
#> 48        30      15      12      9        0        2      2       2
#> 49        85      16      14     14        0        1      1       1
#> 50         0      19       6     18        0        2      3       3
#> 51         0      17      15      4        2        3      3       3
#> 52         0      10      NA     15        0        1      4       3
#> 53        10      14       7      9        0        2      2       2
#> 54        10      14      10      9        0        2      3       3
#> 55        20       9      15     20        0        2      3       3
#> 56         0      12      14     14        2        0      3       3
#> 57         0      25      NA     10        0        3      3       3
#> 58        50      NA       8      3        3        4      1       1
#> 59        85      17       9      5        0        0      2       2
#> 60         5      22       7      0        0        5      3       3
#> 61         0      13      15      0        0        0      3       3
#> 62        40      15      15     15        0        2      1       1
#> 63        50       7      15     20        0        3      2       2
#> 64        80      19      11      5        3        1      1       1
#> 65        70      11      NA     18        2        3      1       1
#> 66        70      15      15     16        0        4      1       1
#> 67        65      13       8      5        0        2      1       1
#> 68        90      11      12     19        0        1      1       1
#> 69         0      14      NA      1        0        1      3       3
#> 70        50      17      11     NA        0        2      2       2
#> 71        70       7      16     19        1        2      2       2
#> 72        70      15      12     11        0        2      1       1
#> 73        45      11      13     10        0        0      2       2
#> 74        40      19       8      4        2        3      0      NA
#> 75        20      10      15     19        1        3      3       3
#> 76        85      10      13     13        0        0      1       1
#> 77        15      20       8      5        2        1      2       2
#> 78        85      10      12     21        0        0      1       1
#> 79        80      12       8     15        0        2      1       1
#> 80        20      15      10      9        0        3      2       2
#> 81        NA       7      16     23        0        1      0      NA
#> 82        85      13      13     NA        0        1      1       1
#> 83        45      12      14      7        0        1      3       3
#> 84        NA      16      11      1        1        1      0      NA
#> 85        50      10      14     14        1        0      2       2
#> 86         0      15      15      4        1        2      3       3
#> 87        10      15      11      4        0        3      3       3
#> 88        50      15      12     12        0        1      3       3
#> 89        35      25      10      3        2        5      2       2
#> 90        50      11      NA     NA        0        3      1       1
#> 91        75      10      13     13        0        3      2       2
#> 92        95      11      15     20        0        0      0      NA
#> 93        95      14      12      8        0        3      0      NA
#> 94       100      10      14     21        0        1      0      NA
#> 95        80      10      13     19        1        5      2       2
#> 96        90      13      NA      3        1        0      1       1
#> 97        75      12      NA     14        0        2      1       1
#> 98        60      10      10     17        1        2      2       2
#> 99        NA      11      14     NA        0        1      1       1
#> 100       60      18      10     11        0        2      2       2
#> 101       65      14       9     11        0        2      3       3
#> 102       75      12      11     15        0        2      1       1
#> 103       80      10      16     17        0        1      0      NA
#> 104        0       9      10     12        0        1      3       3
#> 105       30      13      13     16        0        4      2       2
#> 106       65      14      13      8        0        1      0      NA
#> 107       80      10      15     13        0        1      1       1
#> 108       90      10      13     22        0        1      1       1
#> 109       65      13      12     15        0        4      1       1
#> 110       55      13      12     17        1        1      2       2
#> 111       50      12      15     13        0        1      2       2
#> 112       75      12      10     13        0        3      1       1
#> 113       35      18      10      3        0        4      2       2
#> 114       15       7      16     25        0        1      3       3
#> 115       25      13      13      9        0        3      2       2
#> 116       80      14      13     10        0        1      1       1
#> 117       80      11      13     14        0        3      1       1
#> 118       80      16      12     10        0        1      1       1
#> 119       30      15      11     10        0        4      1       1
#> 120       70      15      10      5        0        3      2       2
#> 121       55       9      16     18        1        2      2       2
#> 122       55      17      NA     11        0        1      2       2
#> 123        5      17      NA      7        0        2      1       1
#> 124       35      22      10      3        0        1      3       3
#> 125      100      16      13     13        0        3      0      NA
#> 126        5      14      12     14        0        1      3       3
#> 127      100       9      NA      5        0        0      0      NA
#> 128        0      13      NA      8        0        2      3       3
#> 129       80       9      15      8        0        0      0      NA
#> 130       45      17      16     14        0        2      2       2
#> 131       80      17       8      7        0        2      1       1
#> 132       70       9      14     16        0        3      1       1
#> 133        0      13      13     11        0        3      3       3
#> 134       75      NA      NA     11        0        1      2       2
#> 135       60      14      11     10        0        3      1       1
#> 136       65      12      13     19        0        3      1       1
#> 137       10      18      12     20        0        1      3       3
#> 138       75       7      15     17        1        1      0      NA
#> 139        0      10      16     20        0        4      3       3
#> 140       80      12      14      4        0        1      2       2
#> 141       55      20      10      5        2        0      0      NA
#> 142       45      12      10     18        0        3      1       1
#> 143       60      14      10     13        0        3     NA      NA
#> 144       60      NA      NA     23        0        2      1       1
#> 145       35      12      13     14        0        1      1       1
#> 146       40      10      14     15        0        6      2       2
#> 147       10      NA      13     14        0        1      2       2
#> 148       30      12      11     10        0        1      2       2
#> 149       45      11      12     19        0        3      2       2
#> 150       50      14      12     14        0        0      1       1
#> 151       15      11      16     18        0        1      2       2
#> 152       10      13      12     10        1        1      2       2
#> 153       75      10      12     17        0        2      2       2
#> 154        5      12      14     13        0        1      3       3
#> 155        0      12      16      9        2        1      3       3
#> 156       75      10      13     22        0        1      1       1
#> 157       60       9      12     18        0        5      2       2
#> 158        5      15      16      8        0        1      3       3
#> 159       60      12      12     13        0        1      1       1
#> 160       45      11      13     14        1        4      2       2
#> 161       65      14      10     15        1        3      1       1
#> 162       50      16      13      5        0        4      2       2
#> 163       30      18       7      1        0        1      2       2
#> 164        0      11      11     18        2        1      3       3
#> 165       75      11      15     14        0        0      0      NA
#> 166        0      14      16      8        2        2      3       3
#> 167       70      NA      NA     17        0        3      2       2
#> 168        5      14      NA      8        1        1      3       3
#> 169       75      12       8     14        0        3      1       1
#> 170       30      10      NA     17        0        1      2       2
#> 171       90       9      15     18        0        2      0      NA
#> 172       70      12      14      8        0        0      1       1
#> 173       75       8      15     21        0        0      0      NA
#> 174       75      10      16     17        0        2      1       1
#> 175       35      11      16     13        0        1      2       2
#> 176       50      10      12     19        1        9      1       1
#> 177       65      11      10     19        0        0      1       1
#> 178       45      13      13     14        0        0      2       2
#> 179       55       7      12     24        0        1      2       2
#> 180       15      10      14     19        0        3      3       3
#> 181        5      11      16     19        0        0      2       2
#> 182       85      12      13     19        1        2      1       1
#> 183       70      15       8      8        0        1      0      NA
#> 184       60      10      13     16        0        1      2       2
#> 185       15      16      NA      4        0        2      3       3
#> 186       15      13      14      0        0        3      2       2
#> 187        5      NA      14     11        3        2      2       2
#> 188       45      20      11      7        0        1      2       2
#> 189       85       7      13     17        0        1     NA      NA
#> 190       45      12      14     19        0        1      1       1
#> 191       50      17      13     17        2        2      2       2
#> 192       30      14      14     17        0        4      2       2
#> 193       95      10      10     11        0        2      1       1
#> 194        0      12      13     11        0        1      3       3
#> 195       75       9      15      8        0        0      1       1
#> 196       95       7      14     14        0        0      0      NA
#> 197       55      16      NA     11        0        0      1       1
#> 198       NA      13      NA      2        0        1      1       1
#> 199       NA      14      11     20        0        0      0      NA
#> 200       85       8      12      6        0        4      2       2
#> 201       90       8      16     12        0        0      0      NA
#> 202       10      20       5      1        1        1      3       3
#> 203       65       7      16     17        0        0      0      NA
#> 204       NA      15       6     10        2        2      2       2
#> 205       75       7      14     13        0        0      1       1
#> 206       90       9      13     17        1        2      1       1
#> 207        0      14      13     12        2        1      3       3
#> 208       25      11      16      7        0        1      2       2
#> 209       75      12      15     14        0        1      2       2
#> 210       55      11      12     14        0        0      1       1
#> 211       65      12      12     15        0        3      2       2
#> 212       55      18      11     17        0        1      1       1
#> 213       70       8      13     20        0        2      1       1
#> 214       30      13       8      9        0        1      2       2
#> 215       85      16      14     15        3        2      0      NA
#> 216       75       8      15     17        0        1      1       1
#> 217       40      13      16     17        2        1      2       2
#> 218       40      14       8     17        2        3      2       2
#> 219       75      11      15     21        0        1      1       1
#> 220      100       8      14     25        1        1      0      NA
#> 221       60      12      10     16        1        3      1       1
#> 222       40      24      13     16        0        2      3       3
#> 223       70      11      13     14        0        4      0      NA
#> 224       65      11      13      9        0        2      1       1
#> 225       15      13      13     17        0        1      2       2
#> 226       60       9      11      8        0        2      1       1
#> 227       45      13      15     18        0        3      2       2
#> 228       65      20       9      7        0        2      0      NA
#> 229       95      12      14     10        0        2      2       2
#> 230      100      16      12      0        0        0      2       2
#> 231       60      15      14     13        1        4      0      NA
#> 232       75      20      12     16        0        6      2       2
#> 233       15      10      15     18        1        1      2       2
#> 234       80      12      10     11        1        1      0      NA
#> 235       45      12      13      5        4        5      2       2
#> 236       60      12      10     20        0        1      1       1
#> 237       95      11      15     15        2        0      2       2
#> 238       90      10      13     14        1        1      0      NA
#> 239       95       9      15     20        1        2      1       1
#> 240       85      10      14     20        1        0      1       1
#> 241       95       8      12     17        0        1      0      NA
#> 242       70      10      13     20        1        0      0      NA
#> 243       70      12      10     13        0        1      0      NA
#> 244       85      10      13     14        1        0      1       1
#> 245       65       9      13     18        0        2      1       1
#> 246       75      11      15     19        0        0      1       1
#> 247       95       7      13     15        1        1      1       1
#> 248      100       9      10     20        0        0      0      NA
#> 249       80      11      14     17        2        0      0      NA
#> 250       60      11      11     15        1        0      0      NA
#> 251      100      12      10     13        1        0      0      NA
#> 252       75      11      10     18        0        1      1       1
#> 253      100      14      14      3        0        0      0      NA
#> 254       10      12      11      8        0        1      0      NA
#> 255      100      12      10     10        0        1      2       2
#> 256       75      19      10      3        2        0      0      NA
#> 257       95      12      14     14        0        1      1       1
#> 258       15      15      11     13        0        0      0      NA
#> 259       90      11      12     20        1        2      2       2
#> 260       90      17      12     20        0        1      0      NA
#> 261       60       8      12     18        0        0      0      NA
#> 262       30      13      14      8        0        1      0      NA
#> 263       40      11      10     20        0        1      3       3
#> 264       80      10      13     16        0        1      2       2
#> 265       75       8      15     19        0        0      1       1
#> 266       75      10      12     15        0        0      1       1
#> 267       90      19       9     19        0        0      2       2
#> 268       NA      NA       8     NA        3        0      0      NA
#> 269      100      10      12     14        0        0      0      NA
#> 270       65      18       9     13        0        2      1       1
#> 271       85       8      12     20        0        2      1       1
#> 272       70      11      11     16        0        0      0      NA
#> 273       85       9      11     16        0        0      2       2
#> 274       90      10      13     20        0        0      0      NA
#> 275       60      13      11     14        0        0      0      NA
#> 276       60      11      12     15        0        0      0      NA
#> 277       70       9      12     19        0        0      1       1
#> 278       70       9      12     15        0        0      1       1
#> 279       95       9      14     16        0        1      1       1
#> 280       75       8      15     21        0        0      0      NA
#> 281       90       9      15     19        0        2      0      NA
#> 282       95       8      15     19        0        2      0      NA
#> 283      100       8      15     20        0        3      0      NA
#> 284      100      11      15     17        0        2      0      NA
#> 285      100       9      14     16        0        3      0      NA
#> 286      100      10      15     15        0        1      0      NA
#> 287       NA      12       8     12        0        2      0      NA
#> 288       80       9      14     14        0        2      1       1
#> 289       65      17      11      9        1        1      0      NA
#> 290       25      20      11      0        2        0      0      NA
#> 291       90      12       8     11        1        1      3       3
#> 292       65       7      14     16        0        0      0      NA
#> 293       90       9       9     16        0        2      1       1
#> 294       55       7      16     12        0        1      0      NA
#> 295       60       8      12      7        0        0      2       2
#> 296       95       8      12      3        2        0      0      NA
#> 297       70      14      13     17        0        0      0      NA
#> 298       80       7      13     19        2        2      3       3
#> 299       80      10      13     15        0        2      0      NA
#> 300       95       8      15     18        2        0      0      NA
#> 301       50      16      12     12        0        1      0      NA
#> 302       40       9      11     15        1        1      1       1
#> 303       70      16      11      6        0        0      0      NA
#> 304       60      13      15     17        2        0      0      NA
#> 305      100       8      15     20        0        0      0      NA
#> 306       75      20      16      1        0        0      1       1
#> 307       55      16      12      6        2        0      1       1
#> 308       95       9      13     16        0        2      2       2
#> 309       85       9      10     17        0        4      0      NA
#> 310       90       8      14     16        0        2      0      NA
#> 311       65      15      12     11        0        0      0      NA
#> 312       50      16      11     18        0        0      1       1
#> 313       55      19      11     17        1        0      2       2
#> 314       10       8      15     20        1        0      2       2
#> 315       80      12      12     15        0        1      0      NA
#> 316       60      17      13     11        0        1      2       2
#> 317       50      12      11     12        2        1      1       1
#> 318       45      14      11     11        2        0      2       2
#> 319       95      11      11     12        3        4      2       2
#> 320       95       9      16     16        0        1      1       1
#> 321       75      11      14     11        0        1      0      NA
#> 322      100       9      16     21        0        1      2       2
#> 323      100       8      14     19        0        1      0      NA
#> 324        0      10      12     13        0        0      0      NA
#> 325       85       8      12     17        0        1      3       3
#> 326       60      10      12     12        0        0      0      NA
#> 327       70      15      12      8        0        1      2       2
#> 328       55      13      10     15        0        0      0      NA
#> 329      100       8      15     17        1        0      1       1
#> 330      100      10       9      9        0        0      0      NA
#> 331      100      10      12     12        0        0      0      NA
#> 332       15      12      13      8        0        0      0      NA
#> 333       50      14      14     11        1        1      2       2
#> 334        0      12      15     12        0        1      2       2
#> 335       85       7      16     24        1        1      3       3
#> 336       75       8      16     25        0        1      0      NA
#> 337       50      16       9     13        0        0      0      NA
#> 338       65       9      16     19        0        0      2       2
#> 339       75      16      13     12        0        0      1       1
#> 340      100       7      16     20        0        1      2       2
#> 341      100       8      15     20        0        0      0      NA
#> 342       90      13      15     17        0        0      0      NA
#> 343      100       9       9     21        0        0      0      NA
#> 344       95       7      16     18        0        0      0      NA
#> 345       55       9      13     20        0        0      0      NA
#> 346       80       9      12     10        0        0      0      NA
#> 347       80       8      13     15        0        0      1       1
#> 348       50      17      10     12        0        0      0      NA
#> 349      100       7      16     16        0        1      2       2
#> 350       90       8      14     20        0        0      0      NA
#> 351       10       9      11     19        0        0      0      NA
#> 352      100       7      15     20        0        1      3       3
#> 353       75      10       9     15        0        0      0      NA
#> 354       95      10      12     16        1        0      0      NA
#> 355       70      11      11     15        0        0      0      NA
#> 356       60      18       9     13        0        0      1       1
#> 357       35       9      12     16        0        2      1       1
#> 358       NA      10      13     20        0        0      2       2
#> 359       65      13      10     13        0        1      0      NA
#> 360      100       8      13     19        0        0      0      NA
#> 361       55      12      12     16        0        0      0      NA
#> 362       75       9      11     17        0        0      1       1
#> 363       95       7      14     18        0        0      0      NA
#> 364       70      10      15     18        0        3      0      NA
#> 365       85       8      13     18        0        9      1       1
#> 366      100       7      16     21        0        0      0      NA
#> 367      100       7      16     21        0        0      0      NA
#> 368       70      12      12     19        1        0      0      NA
#> 369       90      12      11     16        0        0      0      NA
#> 370       90       9      15     18        0        0      0      NA
#> 371       90       8      14     17        0        0      0      NA
#> 372       50      10      13     18        0        0      0      NA
#> 373       25      18      13      1        0        0      0      NA
#> 374       95      16       8      8        0        2      2       2
#> 375       90      11      12      8        0        1      0      NA
#> 376       65      15       7     15        0        0      0      NA
#> 377       65      10      13     16        2        1      1       1
#> 378       85       9      16     20        0        1      2       2
#> 379       35       9      13     15        1        0      0      NA
#> 380        5      12      11     14        1        3      2       2
#> 381       35      18      11     10        0        1      2       2
#> 382       85      12       9      4        1        2      3       3
#> 383       50      13      13     15        0        2      2       2
#> 384       40      17      10     13        0        1      2       2
#> 385       70       9      14     19        0        1      0      NA
#> 386      100       8      12     19        0        1      0      NA
#> 387       95       7      15     20        0        2      0      NA
#> 388       20      16      14      7        0        1      0      NA
#> 389       85      12      14     13        1        0      2       2
#> 390       75      14       8      9        0        0      0      NA
#> 391       10      15      10     11        0        1      1       1
#> 392       80      10      12     17        1        1      2       2
#> 393      100       9      12     15        0        0      0      NA
#> 394       65      17      13     18        0        0      0      NA
#> 395       60      17      12     21        1        2      2       2
#> 396       10      21      12     16        0        0      2       2
#> 397       55      17      11     16        0        2      3       3
#> 398       55      17      11     21        0        1      1       1
#> 399       25      15      12     10        0        2      1       1
#> 400       65       9      15      7        0        1      2       2
#> 401       10      12      13     17        0        2      2       2
#> 402       55      12      13     15        0        1      3       3
#> 403       40      22      10      7        0        0      2       2
#> 404       80      11      15     19        0        1      3       3
#> 405      100      14      12     14        0        0      0      NA
#> 406      100      11      10     19        0        1      0      NA
#> 407       75       9      13     20        0        0      0      NA
#> 408       85       8      12     18        0        0      2       2
#> 409       35      12       7     11        0        2      0      NA
#> 410       65      13      12     16        0        1      2       2
#> 411       10      13      15     10        0        0      2       2
#> 412       95       9      11     15        0        1      3       3
#> 413       95      10      12     15        0        0      0      NA
#> 414       80      12      12     15        0        0      0      NA
#> 415       90       9      12     19        0        0      0      NA
#> 416       85      11      12     16        0        0      0      NA
#> 417       95      13      10     14        0        0      0      NA
#> 418       45      11      12     17        0        1      0      NA
#> 419       15      17      11     17        0        0      2       2
#> 420       55      10      12     10        3        3      2       2
#> 421       50      18      12      9        0        1      0      NA
#> 422       70      10      13     13        1        0      2       2
#> 423       15      16      14     14        1        3      2       2
#> 424       70      10      12     18        0        2      3       3
#> 425       40      10      10     11        0        1      0      NA
#> 426        5      14      10     14        1        1      2       2
#> 427       70      11      13     20        1        1      3       3
#> 428       35      11      14     12        0        0      1       1
#> 429       10      10      14     18        0        0      2       2
#> 430       75      11      16     15        0        1      2       2
#> 431       95       8      11     20        0        0      1       1
#> 432       70      15      11      8        0        0      0      NA
#> 433       80      12      12     15        1        1      1       1
#> 434       95      10      13     20        0        2      0      NA
#> 435       85      13      11      9        1        3      0      NA
#> 436      100      13      12     13        0        2      0      NA
#> 437       75      13       9      7        0        1      0      NA
#> 438       30      12      12     16        0        0      3       3
#> 439       80       9      15     24        1        5      2       2
#> 440       80      13       9     17        0        0      1       1
#> 441       NA      10      10     21        0        0      0      NA
#> 442       50      15      15     11        0        1     NA      NA
#> 443       40      18      15     15        0        1      0      NA
#> 444       85      11      12     17        0        1      0      NA
#> 445       75      14       7     13        1        3      0      NA
#> 446       15      11      13     12        0        0      0      NA
#> 447       65      12      13     17        1        2      2       2
#> 448       40      12      11     15        0        0      2       2
#> 449       60      14      10     20        0        1      2       2
#> 450       60      15      13     18        0        0      1       1
#> 451       85       8      15     20        0        2      3       3
#> 452      100      10      13      8        0        0      0      NA
#> 453      100       9      14     14        1        0      0      NA
#> 454       95       7      15     18        1        3      0      NA
#> 455       80       8      13      9        0        1      2       2
#> 456       35      18       7      5        0        3      2       2
#> 457       95       7      16     18        3        0      2       2
#> 458       25       7      13     19        0        0      0      NA
#> 459       95       7      14     18        0        1      2       2
#> 460       95      11      15     14        0        0      0      NA
#> 461       80       8      13     19        1        2      0      NA
#> 462       75      11      14     13        0        2      1       1
#> 463        0      11      12      7        1        0      2       2
#> 464       45      16      10     12        0        0      2       2
#> 465       15      13      12     16        0        0      1       1
#> 466       15      14      13      5        0        2      2       2
#> 467       15      14      12     17        0        0      2       2
#> 468       90       7      15     14        0        1      3       3
#> 469       90       9      12     17        1        1      1       1
#> 470       95       7      13     20        0        0      0      NA
#> 471       15      17      13     15        0        1      0      NA
#> 472       95       7      16     20        0        1      2       2
#> 473       85      10      12     18        0        0      0      NA
#> 474      100       9      14     21        0        0      0      NA
#> 475      100       9      14     18        0        0      0      NA
#> 476       NA       7      16     23        0        0      0      NA
#> 477       35      12      11     11        0        0      0      NA
#> 478       90      14      12     20        0        1      3       3
#> 479      100       7      15     20        0        0      0      NA
#> 480       75      10      13     13        0        0      0      NA
#> 481       10      20      15     13        0        1      1       1
#> 482       85       7      11     11        0        0      3       3
#> 483       65       8      16     20        0        1      1       1
#> 484       55       9      14     19        0        0      2       2
#> 485       55      11      13     15        2        0      2       2
#> 486       55      10      16     20        2        0      3       3
#> 487       60      14      14     14        1        1      3       3
#> 488      100       7      11     17        0        1      0      NA
#> 489      100       8      15     15        0        0      0      NA
#> 490       80       8      12     19        0        0      0      NA
#> 491       75      10      13     20        0        0      0      NA
#> 492       75       8      12     16        0        0      0      NA
#> 493       45      12      12     14        0        0      0      NA
#> 494       75      10      10     24        1        0      2       2
#> 495       65      14      10     15        0        0      0      NA
#> 496       75      11      12     20        3        0      0      NA
#> 497       85       8      12     20        0        0      0      NA
#> 498       65      11      10     16        0        0      0      NA
#> 499       65      17       9     13        0        0      0      NA
#> 500       95      10      12     15        0        1      1       1
#> 501       85      22      13      1        0        0      0      NA
#> 502        0       8      12     21        0        0      0      NA
#> 503       85       9      13     12        0        0      2       2
#> 504       75      19      12      2        2        0      0      NA
#> 505       10      11      11      3        0        2      0      NA
#> 506       40      18      11     13        1        2      3       3
#> 507       65      16      11     16        0        1      2       2
#> 508       45      18      11     19        1        1      2       2
#> 509       55      15      10     19        0        2      1       1
#> 510       45      19       6     23        0        1      2       2
#> 511       90      10      13     17        0        1      1       1
#> 512       60      13       9     13        0        1      0      NA
#> 513       50      15      15     18        1        1      1       1
#> 514       90       7      14     17        0        1      0      NA
#> 515       80       8      15     19        2        0      0      NA
#> 516       70      22       8      4        0        0      0      NA
#> 517       50       8      15     20        0        0      0      NA
#> 518       20      20      NA      3        1        0      2       2
#> 519        0      19      12      4        0        1      3       3
#> 520       95      10      13     18        1        3      3       3
#> 521       95       7      13     18        0        0      0      NA
#> 522       55      25      14      4        0        0      0      NA
#> 523       85       9      12     24        2        4      1       1
#> 524       80      11      12     13        0        0      2       2
#> 525       80       7      16     23        1        1      0      NA
#> 526       80      11       9     14        0        0      0      NA
#> 527       90       9      11     18        0        1      1       1
#> 528       90       8      15     16        0        0      0      NA
#> 529       90      12       9     11        0        1      0      NA
#> 530       90       9      15     16        0        0      0      NA
#> 531       45      20       8      7        1        1      0      NA
#> 532      100       7      16     20        0        0      0      NA
#> 533       45      12      12     18        0        0      0      NA
#> 534       90       9      13     18        0        1      1       1
#> 535       95       9      12     17        0        2      1       1
#> 536      100       8      13     12        0        0      0      NA
#> 537      100      10      12      3        0        0      0      NA
#> 538        0       8      11     16        1        0      0      NA
#> 539       60      17       8      6        1        2      3       3
#> 540       NA      12      12     15        2        0      0      NA
#> 541       45      NA      12     15        1        0      3       3
#> 542       75       9      14     19        1        3      1       1
#> 543       80       9      15     21        0        0      1       1
#> 544      100       8      13     14        1        1      1       1
#> 545       95       7      15     20        0        0      0      NA
#> 546       80       8      14     17        0        0      0      NA
#> 547       65       9      16     19        0        0      0      NA
#> 548       25      17      12     13        2        0      0      NA
#> 549       75      17       9     13        0        1      3       3
#> 550       75       8      10     17        0        2      1       1
#> 551       55       9      15     16        0        0      0      NA
#> 552      100       9      15      9        1        0      3       3
#> 553      100      10      12      6        0        0      0      NA
#> 554      100       9      16     10        0        0      0      NA
#> 555       90       7      12     16        0        0      0      NA
#> 556      100       8      16     20        0        0      0      NA
#> 557       15      27      15     16        0        0      0      NA
#> 558        0      25      15     17        0        1      3       3
#> 559       15      14      15     12        1        0      1       1
#> 560       55      28      15     21        1        0      0      NA
#> 561       35      16      15     23        0        0      0      NA
#> 562       60      11      16     22        0        1      0      NA
#> 563       35      15      13      8        0        0      0      NA
#> 564       75       7      11     16        0        0      2       2
#> 565       50       9      16     18        1        1      1       1
#> 566       90       7      15     25        1        0      2       2
#> 567      100       7      16     18        0        0      0      NA
#> 568       65       8      14     20        0        1      0      NA
#> 569       50      13      12      5        0        0      3       3
#> 570        5      19      11      5        0        0      1       1
#> 571       50      15      11     25        0        1      3       3
#> 572        5      14      13     10        0        0      2       2
#> 573        0      20      11     18        0        1      3       3
#> 574       45      20      11      7        2        0      3       3
#> 575       10      14      11      1        0        0     NA      NA
#> 576       65      10      12      7        0        0      3       3
#> 577       45      11      10      6        0        1      0      NA
#> 578       95      15      10     13        0        1      2       2
#> 579       45       7      16     20        1        0      0      NA
#> 580       65      14      11     14        0        2      2       2
#> 581        0      11      15     16        0        1      1       1
#> 582       95      13      10     13        0        3      1       1
#> 583       80      16       8      7        0        0      0      NA
#> 584       65      13      10      4        1        0      1       1
#> 585      100      10      13     18        1        3      1       1
#> 586      100      17       8     11        0        0      0      NA
#> 587       95      10      13     18        0        1      0      NA
#> 588        0      12      12     12        0        0      0      NA
#> 589       50      11      12     11        1        0      3       3
#> 590       40       7      14     17        1        0      2       2
#> 591       80       8      12     19        0        0      2       2
#> 592        0      15       9      9        0        0      0      NA
#> 593       30      13      10     10        0        1      3       3
#> 594       45      11      14     14        0        1      2       2
#> 595       35       7      16     19        1        1      4       3
#> 596        5      18       8      8        1        3      2       2
#> 597       50      17      10      9        2        1      0      NA
#> 598       90      12      11     20        0        1      3       3
#> 599        0      18       9     16        3        1      1       1
#> 600       10      17      12     10        0        2      3       3
#> 601       50      13      13      9        2        1      3       3
#> 602       10      10      13     12        0        3      1       1
#> 603       65      19      11      2        1        0      4       3
#> 604      100       7      14     20        1        2      2       2
#> 605       95       8      14     18        0        1      0      NA
#> 606       95      10       7     16        2        1      0      NA
#> 607      100      18      13     19        0        1      0      NA
#> 608       95      17      11     20        1        0      0      NA
#> 609       90      19      13     19        0        0      0      NA
#> 610       90       8      16     24        1        0      0      NA
#> 611       75      12      14      7        0        2      1       1
#> 612       50      10      13     13        1        2      2       2
#> 613       45      14      10     10        1        0      2       2
#> 614       30      10      15     17        0        1      1       1
#> 615       85      13      13     20        0        0      0      NA
#> 616       85       9      11     19        0        1      2       2
#> 617       65       8      14     14        0        1      1       1
#> 618       85       8      16     22        0        0      0      NA
#> 619       80       9      12     17        0        0      1       1
#> 620       40      15      15     17        0        1      1       1
#> 621       85      11      10     12        0        1      1       1
#> 622       95       7      12     20        0        0      0      NA
#> 623       85       8      11     18        0        2      0      NA
#> 624       45      11      16     21        0        1      2       2
#> 625       60      21       6      5        0        0      0      NA
#> 626       85       8      15     21        0        2      0      NA
#> 627       30      11      15     17        0        4      0      NA
#> 628       25      10      14     18        0        1      2       2
#> 629       80      10      14     20        0        2      1       1
#> 630       85      11      14     25        0        3      2       2
#> 631       85      10      13      8        1        1      0      NA
#> 632       25      11      11     16        0        0      0      NA
#> 633       90       9      11     17        0        1      1       1
#> 634       90      13      11      7        0        0      0      NA
#> 635       55      17       9     12        1        3      2       2
#> 636      100       9      10     18        0        4      0      NA
#> 637       75       8      12     18        0        0      0      NA
#> 638       85       8      12     16        0        0      0      NA
#> 639       80       9      14     18        0        0      0      NA
#> 640       55      13      10     19        0        0      0      NA
#> 641       85      14      10      5        0        0      0      NA
#> 642       60      14      15     21        0        0      1       1
#> 643       65       9      16     20        0        0      1       1
#> 644       60      12      16     20        1        0      2       2
#> 645       75       8      16     21        0        1      0      NA
#> 646       70      11      12     20        0        0      0      NA
#> 647       NA      10      12     14        0        0      0      NA
#> 648       40      11      12     18        0        0      0      NA
#> 649       80      11      13     14        0        0      0      NA
#> 650       90      10      12     18        0        0      1       1
#> 651       90      10      15     13        0        2      2       2
#> 652       60      10      15     17        0        0      0      NA
#> 653       45      12       9     11        0        2      1       1
#> 654       20      13      11     18        0        0      0      NA
#> 655      100       7      16     18        0        2      2       2
#> 656       95       8      15     17        0        0      1       1
#> 657       65      12      15     19        0        0      2       2
#> 658       75       8      15     19        0        0      0      NA
#> 659       75       8      16     20        0        0      0      NA
#> 660       45      13      15     17        0        1      0      NA
#> 661       80      10      15     16        0        1      0      NA
#> 662       90      12      12     12        1        0      0      NA
#> 663       95      16       6      9        0        1      0      NA
#> 664       60       8      13     15        0        1      0      NA
#> 665       95      10      12     12        0        1      3       3
#> 666       95      13      13     15        1        0      0      NA
#> 667       95      10      12     10        0        1      0      NA
#> 668       95       9      10     13        0        0      2       2
#> 669      100      10      13     13        0        0      1       1
#> 670       80      12      13     18        0        1      0      NA
#> 671       80      11      11     13        0        0      0      NA
#> 672       75       9      11     21        0        0      0      NA
#> 673       70      10       9     21        0        0      0      NA
#> 674       NA       9      15     18        0        0     NA      NA
#> 675       30      13       8     17        0        3      1       1
#> 676       95      10      12     18        0        0      0      NA
#> 677       30       9      15     11        0        1      0      NA
#> 678       55      10      13     17        0        1      1       1
#> 679       95       8      12     18        0        1      2       2
#> 680       75       7      15     22        0        0      0      NA
#> 681      100       8      15     19        0        1      2       2
#> 682       95       7      14     18        0        1      2       2
#> 683       90       7      14     19        0        0      0      NA
#> 684       65       9      14     18        0        0      2       2
#> 685       90       8      13     18        0        0      0      NA
#> 686       95      11      13     13        0        0      0      NA
#> 687       95       9      13     18        0        0      0      NA
#> 688       90      10      13     16        1        0      1       1
#> 689       95      12      12     14        0        1      0      NA
#> 690       70      11      12     15        0        0      0      NA
#> 691       65       7      15      6        0        0      0      NA
#> 692       45      16      12     18        0        0      0      NA
#> 693       50      12      12     14        0        0      0      NA
#> 694       95      10      13     15        2        0      2       2
#> 695       10       8      14     24        0        0      2       2
#> 696       40      12      13      3        0        1      0      NA
#> 697       85      23      10      2        3        2      3       3
#> 698        5      10       9     17        0        3      1       1
#> 699       65      10      13     15        0        1      3       3
#> 700       10      18       9      9        0        1      2       2
#> 701       75      13      10     12        0        1      1       1
#> 702      100      12      12      8        1        1      2       2
#> 703       40      18      12      5        0        3      1       1
#> 704      100       9      12     15        0        2      2       2
#> 705       90      12      12     14        1        2      0      NA
#> 706       45      13      12     10        0        1      0      NA
#> 707       80       9      11     19        0        0      0      NA
#> 708       90       7      12     17        0        0      0      NA
#> 709       55      10      11     15        1        0      0      NA
#> 710       95       7      13     20        0        2      1       1
#> 711      100       8      12     19        0        1      0      NA
#> 712        0      17      13      6        0        0      0      NA
#> 713       60      11       9     16        0        1      2       2
#> 714       NA      14      13     13        0        0      0      NA
#> 715       65      11      12      7        0        0      0      NA
#> 716       45      23      13      7        0        1      0      NA
#> 717       40      14      12     12        0        0     NA      NA
#> 718       85       8      11     14        2        0      3       3
#> 719      100       7      14      6        0        0      2       2
#> 720       55      15      10     10        1        6      2       2
#> 721       95       8      15     21        1        2      2       2
#> 722      100      12      14     13        0        0      0      NA
#> 723       90       9      13     17        0        0      0      NA
#> 724        5      15      11     11        1        0      2       2
#> 725       75      17      10      9        0        0      0      NA
#> 726       70      13      10     14        0        0      1       1
#> 727        0      13      11     14        0        1      2       2
#> 728       90      10      10     10        1        1      2       2
#> 729       65      20      11      6        2        0      1       1
#> 730       80      10      12     13        0        0      1       1
#> 731       65      11      12      9        0        1      3       3
#> 732       60      25       9      2        0        0      0      NA
#> 733       90      10      15     13        0        0      0      NA
#> 734        5      12      14     16        0        0      1       1
#> 735       90      10      15     17        0        0      0      NA
#> 736       75      12      12      7        1        0      0      NA
#> 737       90      10      11     14        0        1      0      NA
#> 738       75       8      14      2        0        1      3       3
#> 739       95      14      15     21        0        0      0      NA
#> 740      100       8      15     22        0        0      0      NA
#> 741        0      18      14      6        0        0      0      NA
#> 742       90       8      13     20        0        0      1       1
#> 743       70      15       9     17        0        2      0      NA
#> 744      100      11      12     22        0        2      0      NA
#> 745       25      12      11      3        0        5      3       3
#> 746       85      10      12     15        0        1      1       1
#> 747       75       7      11     16        2        0      2       2
#> 748       75      10       9     14        1        1      0      NA
#> 749       55      13      14     15        0        1      2       2
#> 750       70      14      13      7        0        0      0      NA
#> 751       30       7      16     23        0        0      0      NA
#> 752       15       7      16     16        0        0      0      NA
#> 753       65      14      12      9        0        1      2       2
#> 754       40      11      13      9        0        0      0      NA
#> 755       90      11       9     19        0        0      2       2
#> 756       95      11      12     13        0        2      3       3
#> 757       90       9      15     15        3        6      2       2
#> 758       35       7      14     19        0        0      2       2
#> 759       45      15      11     13        1        0      0      NA
#> 760       85       9      14     18        0        0      0      NA
#> 761       80       9      15     18        0        0      0      NA
#> 762       50      18       9      8        0        0      0      NA
#> 763       90       8      15     19        2        3      2       2
#> 764       95      15      10     13        0        5      0      NA
#> 765       90       7      16     24        0        4      0      NA
#> 766      100       8      15     15        0        1      2       2
#> 767       70      13      11      2        1        0      0      NA
#> 768       70       8      15     15        0        0      1       1
#> 769       85       8      16     22        1        1      0      NA
#> 770       90       9      16     18        0        0      0      NA
#> 771      100       7      16     20        0        2      1       1
#> 772       85       7      12      3        1        1      1       1
#> 773       75       9      12     14        0        0      0      NA
#> 774      100       8      12     15        1        1      1       1
#> 775       65       8      14     20        0        1      0      NA
#> 776       80      13       9     15        0        1      0      NA
#> 777       90      10      10     15        0        0      0      NA
#> 778       80      11      11     15        0        0      0      NA
#> 779       85      13      11     21        0        2      1       1
#> 780       60      11      13     20        0        0      1       1
#> 781       90       8      11     21        0        1      1       1
#> 782       85      12       9     14        0        0      1       1
#> 783       65       8      14     15        0        1      0      NA
#> 784       75       9      11     12        0        1      0      NA
#> 785       45      16       8     11        0        1      0      NA
#> 786       70      11      13     16        0        0      0      NA
#> 787       20      19       8      6        0        0      0      NA
#> 788       70      12      12     15        0        0      0      NA
#> 789       20      12      13     15        1        0      1       1
#> 790      100       9      14     15        0        1      1       1
#> 791      100      10      14     19        1        1      2       2
#> 792       95      10       8     10        0        0      1       1
#> 793       90       9       7      7        0        0      2       2
#> 794       40      13      10     15        1        0      0      NA
#> 795       90       7      14     13        0        0      0      NA
#> 796       90      11      11     16        1        0      0      NA
#> 797       90      13      12     18        0        0      0      NA
#> 798       95      10      12      9        0        0      4       3
#> 799      100      10      11     21        0        3      1       1
#> 800       60      13      15     20        0        0      0      NA
#> 801       60       9      15     19        0        0      0      NA
#> 802       45      14      16     16        0        0      0      NA
#> 803       55      15      15     20        0        0      0      NA
#> 804       15      15      12      3        0        1      2       2
#> 805       85       9      15     23        0        0      0      NA
#> 806       85      10      15     22        2        0      0      NA
#> 807       80       8      14     22        2        0      1       1
#> 808       60       8      14     25        0        1      1       1
#> 809       40       9      16     25        0        0      0      NA
#> 810       45       9      15     18        0        0      0      NA
#> 811       60       9      13     15        0        1      0      NA
#> 812       85       9      13     17        0        0      0      NA
#> 813       70       9      13     14        0        0      0      NA
#> 814       55      13       9     12        0        2      0      NA
#> 815       95       9      12     16        0        3     NA      NA
#> 816       90      12      12     18        0        0      0      NA
#> 817       90      14      11      6        0        0      0      NA
#> 818       90      12      10     11        2        1      2       2
#> 819      100       8      15     13        0        0      0      NA
#> 820       65      10      11     14        0        0      0      NA
#> 821       95       7      13     16        0        0      0      NA
#> 822       95      22      12     19        0        0      0      NA
#> 823       85      18      12     17        0        0      0      NA
#> 824       75      16      10     21        0        0      0      NA
#> 825       80      13      15     22        0        0      0      NA
#> 826       90      15      16     22        0        0      0      NA
#> 827       95      24      14     19        0        1      0      NA
#> 828       65      11       8      6        0        0      0      NA
#> 829       95      14       9      7        0        0      0      NA
#> 830       40      12      12     16        0        0      0      NA
#> 831       90      11      16     18        0        0      0      NA
#> 832       40      10      15     14        0        1      0      NA
#> 833       85       7      16     21        0        1      0      NA
#> 834       90      10      11     19        1        2      0      NA
#> 835       95      10      11      9        2        0      0      NA
#> 836       90      12      11     17        0        0      0      NA
#> 837       95      10      11     17        0        0      0      NA
#> 838       95       7      12     22        0        0      0      NA
#> 839       80       9      15     18        0        0      0      NA
#> 840       65      16      15     16        0        0      0      NA
#> 841       10      14      15     16        0        0      0      NA
#> 842       70      12      15     13        1        1      2       2
#> 843       90       9      14     20        0        1      0      NA
#> 844       90      10      14     20        0        1      0      NA
#> 845       95       8      13     20        0        1      0      NA
#> 846       80       9      10     20        0        1      3       3
#> 847       95       7      16     19        0        1      0      NA
#> 848       95       8      10     22        0        0      0      NA
#> 849       95      10      13     16        0        0      0      NA
#> 850       90       9      15     19        0        0      0      NA
#> 851       90       8      13     20        0        0      0      NA
#> 852       55      10      15     15        0        2      3       3
#> 853       95      10      12     21        0        0      0      NA
#> 854      100       7      16     25        0        0      0      NA
#> 855       55      11      14     20        0        0      0      NA
#> 856       70       8      14     16        0        0      0      NA
#> 857       85      10      16     20        0        0      0      NA
#> 858       80      11      10     18        0        0      0      NA
#> 859       85      14       8     13        2        1      0      NA
#> 860      100       7      13     18        0        0      0      NA
#> 861      100       8      16     19        0        2      2       2
#> 862      100      10      14     20        0        0      0      NA
#> 863       95      10      13     12        0        0      0      NA
#> 864       95      11      10     20        2        1      0      NA
#> 865       90      11      12      8        0        1      0      NA
#> 866      100       8      15     17        1        0      0      NA
#> 867       90       8      13     16        1        0      0      NA
#> 868       90       9      15     22        0        0      0      NA
#> 869       85      11      12     15        0        0      0      NA
#> 870      100       7      16     19        0        2      1       1
#> 871      100       7      16     21        0        2      0      NA
#> 872      100       8      13     16        0        1      0      NA
#> 873      100       9      11     20        0        0      0      NA
#> 874      100       9       9     12        0        0      0      NA
#> 875      100       7      16     20        0        0      0      NA
#> 876      100      13      11     17        0        0      0      NA
#> 877       10      15      10     10        0        0      0      NA
#> 878       65      11      11     10        0        0      0      NA
#> 879       50      24       9     11        0        1      0      NA
#> 880      100       8      11     16        0        1      0      NA
#> 881      100       9      10     14        0        0      0      NA
#> 882      100       7      11     15        0        1      0      NA
#> 883      100      10      10     13        0        1      2       2
#> 884       35      15       9     11        0        1     NA      NA
#> 885       55      18      10      8        0        1      2       2
#> 886       65      22      13     12        0        0      0      NA
#> 887       10      18      10      6        0        1      0      NA
#> 888       60       9      14     16        0        0      0      NA
#> 889       85      11      13     14        0        0      0      NA
#> 890       85      14      10      5        0        0      2       2
#> 891       85       7      16     11        0        2      2       2
#> 892       70       9      12     15        0        1      0      NA
#> 893       55      17      15     11        0        2      3       3
#> 894       50      23      11      8        0        1      0      NA
#> 895       70      12       9     11        2        2     NA      NA
#> 896      100      13      10     12        0        2      0      NA
#> 897       35      15      11     12        0        1      2       2
#> 898       80       8      16     20        0        1      1       1
#> 899       70       8      13     15        2        2      2       2
#> 900       25      14      14     15        2        4      2       2
#> 901      100      10      14     16        2        2      0      NA
#> 902       85      10      13     16        1        0      0      NA
#> 903       NA      NA      NA     NA        1        4      2       2
#> 904       NA      NA      NA     NA        0        1      2       2
#> 905       NA      NA      NA     NA        0        1      1       1
#> 906       NA      NA      NA     NA        0        1      2       2
#> 907       NA      NA      NA     NA        0        0      0      NA
#> 908       NA      NA      NA     NA        0        0      0      NA
#>        e17age_z
#> 1    0.47919925
#> 2    1.09691703
#> 3    0.35565569
#> 4   -1.49749765
#> 5    0.60274280
#> 6    0.72628636
#> 7   -0.63269276
#> 8    0.97337347
#> 9   -0.01497498
#> 10   0.47919925
#> 11  -1.37395409
#> 12   2.20880903
#> 13   0.10856858
#> 14  -0.50914920
#> 15   0.35565569
#> 16   1.22046058
#> 17   0.10856858
#> 18  -0.87977987
#> 19   1.83817836
#> 20  -0.01497498
#> 21   1.22046058
#> 22  -1.49749765
#> 23   1.83817836
#> 24   0.47919925
#> 25   0.72628636
#> 26   0.10856858
#> 27   1.09691703
#> 28  -0.38560564
#> 29   0.60274280
#> 30   1.96172192
#> 31   1.09691703
#> 32   0.97337347
#> 33   1.22046058
#> 34   0.10856858
#> 35  -0.50914920
#> 36   0.35565569
#> 37  -1.25041054
#> 38   1.46754769
#> 39   0.84982991
#> 40   0.84982991
#> 41   0.60274280
#> 42  -1.25041054
#> 43  -1.49749765
#> 44  -1.49749765
#> 45  -1.62104120
#> 46  -0.01497498
#> 47  -0.87977987
#> 48  -1.74458476
#> 49  -0.50914920
#> 50   0.97337347
#> 51  -1.37395409
#> 52  -0.50914920
#> 53  -1.74458476
#> 54  -1.49749765
#> 55   0.23211214
#> 56   0.47919925
#> 57           NA
#> 58   0.35565569
#> 59  -0.01497498
#> 60  -0.87977987
#> 61   0.97337347
#> 62   0.72628636
#> 63   1.09691703
#> 64  -0.63269276
#> 65   0.97337347
#> 66   1.09691703
#> 67  -0.38560564
#> 68   0.23211214
#> 69   0.10856858
#> 70  -1.37395409
#> 71   0.35565569
#> 72           NA
#> 73   1.46754769
#> 74  -1.62104120
#> 75   1.22046058
#> 76  -0.01497498
#> 77  -1.25041054
#> 78   1.59109125
#> 79  -0.50914920
#> 80  -0.38560564
#> 81  -0.26206209
#> 82           NA
#> 83  -0.38560564
#> 84  -0.38560564
#> 85  -0.01497498
#> 86  -0.26206209
#> 87  -1.49749765
#> 88  -1.62104120
#> 89  -0.13851853
#> 90   0.60274280
#> 91  -0.01497498
#> 92  -0.26206209
#> 93  -1.62104120
#> 94   1.83817836
#> 95  -1.74458476
#> 96   1.34400414
#> 97  -1.62104120
#> 98   1.34400414
#> 99   0.72628636
#> 100 -0.26206209
#> 101 -0.38560564
#> 102 -1.62104120
#> 103 -0.38560564
#> 104  0.10856858
#> 105  1.22046058
#> 106 -1.25041054
#> 107 -0.50914920
#> 108 -0.50914920
#> 109  0.10856858
#> 110  0.10856858
#> 111 -0.63269276
#> 112  0.35565569
#> 113  1.46754769
#> 114  0.10856858
#> 115 -0.63269276
#> 116  1.34400414
#> 117  0.47919925
#> 118  0.35565569
#> 119 -0.75623631
#> 120  0.60274280
#> 121  1.34400414
#> 122 -1.74458476
#> 123  0.60274280
#> 124 -0.87977987
#> 125  1.96172192
#> 126 -1.49749765
#> 127  0.23211214
#> 128  1.59109125
#> 129  0.47919925
#> 130 -0.63269276
#> 131  1.46754769
#> 132 -0.13851853
#> 133  0.23211214
#> 134 -0.38560564
#> 135  1.71463481
#> 136  2.20880903
#> 137  1.71463481
#> 138  0.23211214
#> 139 -0.50914920
#> 140  0.60274280
#> 141 -0.13851853
#> 142  0.60274280
#> 143  0.97337347
#> 144  0.47919925
#> 145  1.83817836
#> 146  0.72628636
#> 147 -1.12686698
#> 148 -1.25041054
#> 149 -0.38560564
#> 150  0.47919925
#> 151  1.46754769
#> 152  1.34400414
#> 153  0.97337347
#> 154  1.46754769
#> 155 -0.87977987
#> 156 -0.75623631
#> 157 -0.01497498
#> 158  0.60274280
#> 159  0.35565569
#> 160 -1.74458476
#> 161 -0.13851853
#> 162  1.83817836
#> 163  1.46754769
#> 164          NA
#> 165  0.10856858
#> 166 -1.12686698
#> 167  0.60274280
#> 168  0.35565569
#> 169 -0.38560564
#> 170 -0.26206209
#> 171 -1.62104120
#> 172  1.34400414
#> 173 -0.38560564
#> 174 -1.25041054
#> 175  1.09691703
#> 176 -1.00332342
#> 177  1.71463481
#> 178  2.20880903
#> 179  0.60274280
#> 180 -0.01497498
#> 181  1.46754769
#> 182  0.60274280
#> 183 -0.50914920
#> 184  0.23211214
#> 185 -0.26206209
#> 186 -0.50914920
#> 187 -0.63269276
#> 188  1.59109125
#> 189 -0.01497498
#> 190 -0.63269276
#> 191 -0.38560564
#> 192          NA
#> 193  0.60274280
#> 194 -1.74458476
#> 195  0.72628636
#> 196 -0.50914920
#> 197  1.34400414
#> 198  0.47919925
#> 199  0.97337347
#> 200  0.84982991
#> 201  1.71463481
#> 202  1.59109125
#> 203  1.59109125
#> 204  0.60274280
#> 205  0.47919925
#> 206  0.35565569
#> 207  0.97337347
#> 208  1.22046058
#> 209  1.46754769
#> 210  0.60274280
#> 211  1.71463481
#> 212  0.72628636
#> 213 -0.01497498
#> 214  0.60274280
#> 215 -1.74458476
#> 216  1.22046058
#> 217  0.60274280
#> 218  0.23211214
#> 219 -0.26206209
#> 220 -1.74458476
#> 221  1.71463481
#> 222  2.08526547
#> 223  1.34400414
#> 224  0.84982991
#> 225  1.09691703
#> 226 -0.01497498
#> 227  1.46754769
#> 228  0.60274280
#> 229 -1.00332342
#> 230 -1.49749765
#> 231  0.97337347
#> 232  0.60274280
#> 233  0.97337347
#> 234  0.60274280
#> 235  0.84982991
#> 236  0.47919925
#> 237 -1.25041054
#> 238 -0.50914920
#> 239 -0.01497498
#> 240 -0.38560564
#> 241 -0.38560564
#> 242  0.35565569
#> 243  1.09691703
#> 244  1.34400414
#> 245  0.97337347
#> 246 -0.38560564
#> 247 -0.38560564
#> 248  0.84982991
#> 249  0.47919925
#> 250  1.22046058
#> 251  0.35565569
#> 252 -0.01497498
#> 253 -1.49749765
#> 254 -0.75623631
#> 255  1.22046058
#> 256  1.96172192
#> 257 -1.74458476
#> 258  1.22046058
#> 259  0.47919925
#> 260  0.84982991
#> 261  0.35565569
#> 262  1.71463481
#> 263  1.34400414
#> 264 -0.01497498
#> 265  2.20880903
#> 266 -0.13851853
#> 267 -0.63269276
#> 268  0.84982991
#> 269  1.09691703
#> 270 -0.26206209
#> 271 -0.38560564
#> 272 -0.63269276
#> 273 -0.38560564
#> 274 -1.00332342
#> 275 -0.63269276
#> 276  0.35565569
#> 277  0.35565569
#> 278 -0.63269276
#> 279 -0.75623631
#> 280 -1.49749765
#> 281 -1.12686698
#> 282 -1.12686698
#> 283 -1.12686698
#> 284 -1.49749765
#> 285  0.10856858
#> 286 -1.25041054
#> 287  1.22046058
#> 288  0.47919925
#> 289  0.47919925
#> 290 -1.49749765
#> 291  0.60274280
#> 292  1.34400414
#> 293  0.10856858
#> 294  0.23211214
#> 295  0.97337347
#> 296 -0.75623631
#> 297 -1.00332342
#> 298  0.10856858
#> 299 -1.25041054
#> 300 -0.75623631
#> 301  1.09691703
#> 302 -0.75623631
#> 303 -0.13851853
#> 304  0.84982991
#> 305 -0.50914920
#> 306  1.22046058
#> 307  0.47919925
#> 308 -0.13851853
#> 309 -1.25041054
#> 310 -1.12686698
#> 311  0.84982991
#> 312 -1.49749765
#> 313 -0.63269276
#> 314  0.97337347
#> 315 -1.62104120
#> 316 -1.37395409
#> 317 -0.87977987
#> 318  0.10856858
#> 319  1.22046058
#> 320  0.60274280
#> 321  1.71463481
#> 322  0.84982991
#> 323  0.60274280
#> 324  0.84982991
#> 325  0.47919925
#> 326  0.84982991
#> 327  1.09691703
#> 328 -0.50914920
#> 329 -0.38560564
#> 330          NA
#> 331  0.23211214
#> 332 -0.13851853
#> 333  0.47919925
#> 334  1.83817836
#> 335  0.60274280
#> 336 -1.00332342
#> 337  0.84982991
#> 338  1.22046058
#> 339  1.71463481
#> 340 -0.50914920
#> 341 -0.75623631
#> 342 -1.12686698
#> 343 -0.50914920
#> 344          NA
#> 345 -0.50914920
#> 346  2.95007036
#> 347 -1.12686698
#> 348  0.60274280
#> 349 -0.13851853
#> 350  0.72628636
#> 351  0.23211214
#> 352  1.34400414
#> 353 -0.38560564
#> 354 -0.50914920
#> 355 -0.63269276
#> 356 -0.50914920
#> 357  1.22046058
#> 358 -0.75623631
#> 359 -0.01497498
#> 360  0.47919925
#> 361  1.46754769
#> 362  0.23211214
#> 363 -0.26206209
#> 364 -1.74458476
#> 365 -0.75623631
#> 366 -0.75623631
#> 367 -1.25041054
#> 368 -0.01497498
#> 369  0.35565569
#> 370 -0.38560564
#> 371  0.60274280
#> 372  0.84982991
#> 373  1.09691703
#> 374 -0.38560564
#> 375  1.83817836
#> 376 -0.13851853
#> 377 -1.49749765
#> 378  0.23211214
#> 379 -1.25041054
#> 380 -0.26206209
#> 381 -0.75623631
#> 382 -1.12686698
#> 383  0.35565569
#> 384  1.71463481
#> 385  0.23211214
#> 386 -1.12686698
#> 387 -0.13851853
#> 388  0.60274280
#> 389  0.47919925
#> 390  0.35565569
#> 391  0.72628636
#> 392  0.47919925
#> 393 -1.37395409
#> 394 -1.12686698
#> 395 -0.38560564
#> 396 -0.75623631
#> 397 -0.38560564
#> 398  0.10856858
#> 399 -1.49749765
#> 400 -0.26206209
#> 401 -0.01497498
#> 402 -0.87977987
#> 403  1.34400414
#> 404  1.34400414
#> 405 -1.62104120
#> 406  0.10856858
#> 407  0.23211214
#> 408  0.72628636
#> 409  0.47919925
#> 410  0.72628636
#> 411  0.60274280
#> 412 -1.74458476
#> 413 -1.00332342
#> 414 -1.37395409
#> 415 -1.74458476
#> 416 -0.75623631
#> 417 -1.37395409
#> 418 -1.49749765
#> 419 -0.75623631
#> 420  0.60274280
#> 421  2.33235258
#> 422 -0.13851853
#> 423  0.35565569
#> 424  1.22046058
#> 425  0.60274280
#> 426 -1.12686698
#> 427 -0.13851853
#> 428  0.35565569
#> 429  1.83817836
#> 430  1.22046058
#> 431 -0.75623631
#> 432  0.10856858
#> 433  0.60274280
#> 434 -0.13851853
#> 435  0.47919925
#> 436 -0.26206209
#> 437  0.35565569
#> 438  0.23211214
#> 439 -0.87977987
#> 440  1.09691703
#> 441  0.10856858
#> 442 -0.01497498
#> 443 -1.62104120
#> 444  0.84982991
#> 445  0.72628636
#> 446 -0.01497498
#> 447  0.60274280
#> 448          NA
#> 449  0.97337347
#> 450 -1.00332342
#> 451 -1.00332342
#> 452 -0.38560564
#> 453  0.10856858
#> 454  0.23211214
#> 455  1.34400414
#> 456  0.35565569
#> 457 -0.26206209
#> 458  1.96172192
#> 459  0.84982991
#> 460  0.35565569
#> 461  1.34400414
#> 462 -0.01497498
#> 463  1.96172192
#> 464  0.97337347
#> 465 -0.13851853
#> 466  0.47919925
#> 467 -0.50914920
#> 468  0.10856858
#> 469 -0.87977987
#> 470 -0.38560564
#> 471  0.60274280
#> 472 -1.62104120
#> 473 -0.26206209
#> 474  0.60274280
#> 475 -1.37395409
#> 476 -0.13851853
#> 477 -1.74458476
#> 478 -0.87977987
#> 479 -1.49749765
#> 480 -0.13851853
#> 481 -1.49749765
#> 482  0.35565569
#> 483 -0.50914920
#> 484  0.35565569
#> 485 -0.01497498
#> 486 -0.38560564
#> 487  1.22046058
#> 488  1.59109125
#> 489 -1.62104120
#> 490  1.22046058
#> 491 -0.01497498
#> 492 -0.75623631
#> 493  1.22046058
#> 494 -0.01497498
#> 495          NA
#> 496  0.23211214
#> 497  0.60274280
#> 498 -0.26206209
#> 499 -0.75623631
#> 500 -0.01497498
#> 501 -0.75623631
#> 502  0.10856858
#> 503 -0.75623631
#> 504  1.09691703
#> 505  0.35565569
#> 506  1.71463481
#> 507 -1.12686698
#> 508 -1.25041054
#> 509 -1.12686698
#> 510  0.84982991
#> 511 -0.50914920
#> 512  0.23211214
#> 513 -1.74458476
#> 514  0.84982991
#> 515  1.46754769
#> 516 -0.87977987
#> 517  0.97337347
#> 518 -0.26206209
#> 519 -1.74458476
#> 520  0.23211214
#> 521 -0.87977987
#> 522  1.71463481
#> 523 -1.74458476
#> 524 -0.26206209
#> 525 -0.26206209
#> 526 -0.38560564
#> 527  0.72628636
#> 528 -0.01497498
#> 529  0.35565569
#> 530  0.47919925
#> 531  0.84982991
#> 532 -1.00332342
#> 533 -0.50914920
#> 534  0.47919925
#> 535 -0.13851853
#> 536 -0.63269276
#> 537  1.09691703
#> 538  0.84982991
#> 539  0.35565569
#> 540  1.22046058
#> 541  1.46754769
#> 542  1.34400414
#> 543 -0.26206209
#> 544 -1.74458476
#> 545 -1.25041054
#> 546 -1.37395409
#> 547 -1.12686698
#> 548  0.35565569
#> 549 -0.26206209
#> 550  0.35565569
#> 551 -1.25041054
#> 552  0.23211214
#> 553  0.84982991
#> 554  0.72628636
#> 555 -1.49749765
#> 556 -1.12686698
#> 557 -0.13851853
#> 558  0.47919925
#> 559  0.23211214
#> 560 -0.63269276
#> 561 -0.13851853
#> 562  0.47919925
#> 563 -1.25041054
#> 564  2.20880903
#> 565 -1.12686698
#> 566  1.59109125
#> 567  1.46754769
#> 568 -1.74458476
#> 569          NA
#> 570  1.83817836
#> 571 -1.25041054
#> 572 -0.13851853
#> 573  0.97337347
#> 574  0.35565569
#> 575  0.60274280
#> 576 -0.01497498
#> 577  0.72628636
#> 578 -1.74458476
#> 579 -0.38560564
#> 580 -1.74458476
#> 581 -0.13851853
#> 582  1.46754769
#> 583  1.09691703
#> 584  0.47919925
#> 585 -0.75623631
#> 586 -0.01497498
#> 587  0.84982991
#> 588  0.35565569
#> 589 -0.50914920
#> 590 -1.62104120
#> 591  1.71463481
#> 592  0.84982991
#> 593  0.84982991
#> 594 -1.25041054
#> 595 -1.62104120
#> 596  0.47919925
#> 597 -1.74458476
#> 598 -1.00332342
#> 599  0.47919925
#> 600  1.59109125
#> 601  0.47919925
#> 602  1.96172192
#> 603 -0.38560564
#> 604  0.23211214
#> 605 -0.01497498
#> 606  0.97337347
#> 607 -0.63269276
#> 608 -1.12686698
#> 609  0.10856858
#> 610 -0.50914920
#> 611 -1.37395409
#> 612 -1.25041054
#> 613 -1.37395409
#> 614 -1.12686698
#> 615  1.22046058
#> 616          NA
#> 617  0.47919925
#> 618 -1.12686698
#> 619  0.35565569
#> 620  0.60274280
#> 621  0.35565569
#> 622  0.10856858
#> 623  0.84982991
#> 624 -1.25041054
#> 625  0.97337347
#> 626 -1.00332342
#> 627 -1.62104120
#> 628  0.72628636
#> 629  0.72628636
#> 630  1.96172192
#> 631 -0.38560564
#> 632 -1.25041054
#> 633 -1.37395409
#> 634  0.35565569
#> 635  1.59109125
#> 636 -1.62104120
#> 637 -0.63269276
#> 638 -0.50914920
#> 639  1.34400414
#> 640 -0.87977987
#> 641  1.59109125
#> 642 -1.12686698
#> 643 -0.01497498
#> 644 -0.01497498
#> 645 -1.25041054
#> 646 -1.12686698
#> 647  0.35565569
#> 648 -0.01497498
#> 649 -0.87977987
#> 650 -0.38560564
#> 651 -1.74458476
#> 652  1.59109125
#> 653 -1.12686698
#> 654  1.22046058
#> 655 -0.87977987
#> 656 -0.50914920
#> 657 -0.75623631
#> 658  0.35565569
#> 659  0.10856858
#> 660  0.35565569
#> 661  0.35565569
#> 662 -1.00332342
#> 663 -0.26206209
#> 664 -0.75623631
#> 665  0.10856858
#> 666 -1.00332342
#> 667 -1.74458476
#> 668  0.47919925
#> 669 -1.49749765
#> 670 -1.37395409
#> 671 -1.00332342
#> 672 -0.26206209
#> 673 -0.87977987
#> 674 -1.37395409
#> 675 -0.26206209
#> 676 -1.12686698
#> 677  0.60274280
#> 678  1.22046058
#> 679 -1.37395409
#> 680  1.22046058
#> 681 -1.37395409
#> 682 -0.87977987
#> 683 -0.13851853
#> 684  0.60274280
#> 685  1.59109125
#> 686 -1.37395409
#> 687 -1.62104120
#> 688 -1.00332342
#> 689 -1.74458476
#> 690  0.23211214
#> 691  0.35565569
#> 692 -0.50914920
#> 693  0.10856858
#> 694 -1.12686698
#> 695  1.46754769
#> 696  1.83817836
#> 697 -1.62104120
#> 698  0.97337347
#> 699  0.84982991
#> 700  0.47919925
#> 701 -0.75623631
#> 702 -1.12686698
#> 703 -0.75623631
#> 704  0.47919925
#> 705 -0.38560564
#> 706  1.34400414
#> 707 -0.87977987
#> 708 -0.13851853
#> 709 -1.00332342
#> 710 -0.87977987
#> 711  0.84982991
#> 712 -1.12686698
#> 713 -1.49749765
#> 714 -1.74458476
#> 715 -0.63269276
#> 716 -0.38560564
#> 717 -0.01497498
#> 718 -1.62104120
#> 719 -0.75623631
#> 720  1.34400414
#> 721 -1.37395409
#> 722 -1.49749765
#> 723  0.84982991
#> 724 -0.01497498
#> 725 -0.50914920
#> 726  0.72628636
#> 727 -0.26206209
#> 728 -0.01497498
#> 729  1.71463481
#> 730  0.10856858
#> 731 -0.26206209
#> 732  0.23211214
#> 733  0.10856858
#> 734  0.84982991
#> 735 -1.49749765
#> 736  1.46754769
#> 737 -0.87977987
#> 738  0.35565569
#> 739  1.83817836
#> 740  1.22046058
#> 741  0.47919925
#> 742 -0.50914920
#> 743  1.22046058
#> 744  0.10856858
#> 745  0.60274280
#> 746 -0.26206209
#> 747 -0.50914920
#> 748 -0.01497498
#> 749  0.72628636
#> 750  0.97337347
#> 751  0.35565569
#> 752  1.34400414
#> 753  0.47919925
#> 754  0.72628636
#> 755  0.10856858
#> 756 -1.62104120
#> 757 -0.01497498
#> 758  1.46754769
#> 759  1.22046058
#> 760 -1.25041054
#> 761 -0.75623631
#> 762  0.47919925
#> 763 -0.01497498
#> 764  0.72628636
#> 765  0.23211214
#> 766  0.72628636
#> 767 -1.62104120
#> 768 -0.63269276
#> 769 -0.75623631
#> 770 -0.38560564
#> 771  0.47919925
#> 772 -0.13851853
#> 773  1.09691703
#> 774  1.22046058
#> 775  0.60274280
#> 776 -0.75623631
#> 777  1.59109125
#> 778 -1.74458476
#> 779 -1.25041054
#> 780 -0.26206209
#> 781 -0.01497498
#> 782 -0.75623631
#> 783 -1.37395409
#> 784 -1.25041054
#> 785  0.10856858
#> 786  0.23211214
#> 787 -1.49749765
#> 788 -0.63269276
#> 789  1.09691703
#> 790 -1.12686698
#> 791 -0.75623631
#> 792 -1.49749765
#> 793 -0.63269276
#> 794  0.97337347
#> 795  1.46754769
#> 796 -0.38560564
#> 797  0.97337347
#> 798 -0.87977987
#> 799 -0.26206209
#> 800  1.22046058
#> 801  0.60274280
#> 802 -0.13851853
#> 803  0.23211214
#> 804 -0.63269276
#> 805  0.10856858
#> 806 -0.26206209
#> 807 -0.01497498
#> 808  1.22046058
#> 809  1.34400414
#> 810  0.97337347
#> 811  0.23211214
#> 812  0.35565569
#> 813 -1.00332342
#> 814 -0.50914920
#> 815 -1.25041054
#> 816 -0.26206209
#> 817  0.23211214
#> 818  0.97337347
#> 819 -0.75623631
#> 820 -1.74458476
#> 821 -1.37395409
#> 822 -0.87977987
#> 823 -1.12686698
#> 824 -1.37395409
#> 825 -1.12686698
#> 826 -1.37395409
#> 827 -1.25041054
#> 828 -0.13851853
#> 829 -0.63269276
#> 830 -1.37395409
#> 831  0.84982991
#> 832 -0.01497498
#> 833 -0.50914920
#> 834  0.72628636
#> 835 -1.00332342
#> 836 -0.63269276
#> 837 -0.63269276
#> 838  0.84982991
#> 839 -1.62104120
#> 840 -1.12686698
#> 841  0.84982991
#> 842  0.72628636
#> 843  0.35565569
#> 844 -0.01497498
#> 845 -1.25041054
#> 846 -1.49749765
#> 847  1.83817836
#> 848 -0.50914920
#> 849 -0.01497498
#> 850 -0.13851853
#> 851 -1.62104120
#> 852 -1.74458476
#> 853  1.09691703
#> 854 -0.13851853
#> 855  0.47919925
#> 856  0.97337347
#> 857  2.45589614
#> 858 -1.62104120
#> 859  1.22046058
#> 860 -1.00332342
#> 861  0.35565569
#> 862 -1.25041054
#> 863  0.23211214
#> 864  0.60274280
#> 865  1.34400414
#> 866  0.10856858
#> 867 -0.01497498
#> 868 -1.49749765
#> 869 -1.00332342
#> 870 -0.50914920
#> 871 -1.37395409
#> 872 -0.50914920
#> 873 -0.75623631
#> 874  0.23211214
#> 875 -0.38560564
#> 876 -1.74458476
#> 877  0.47919925
#> 878 -0.01497498
#> 879 -0.75623631
#> 880 -0.13851853
#> 881  0.47919925
#> 882 -0.63269276
#> 883  0.23211214
#> 884  0.97337347
#> 885 -1.49749765
#> 886 -0.01497498
#> 887  0.23211214
#> 888 -1.12686698
#> 889 -1.74458476
#> 890  1.71463481
#> 891 -0.63269276
#> 892 -0.26206209
#> 893 -0.50914920
#> 894  1.34400414
#> 895  1.46754769
#> 896  0.84982991
#> 897 -1.74458476
#> 898  0.35565569
#> 899  0.10856858
#> 900 -0.63269276
#> 901 -1.74458476
#> 902 -1.49749765
#> 903          NA
#> 904          NA
#> 905          NA
#> 906          NA
#> 907          NA
#> 908          NA

# with quasi-quotation
x <- "e17age"
center(efc, !!x, append = FALSE) %>% head()
#>     e17age_c
#> 1   3.878788
#> 2   8.878788
#> 3   2.878788
#> 4 -12.121212
#> 5   4.878788
#> 6   5.878788

# works with mutate()
library(dplyr)
efc %>%
  select(e17age, neg_c_7) %>%
  mutate(age_std = std(e17age), burden = center(neg_c_7)) %>%
  head()
#>   e17age neg_c_7    age_std     burden
#> 1     83      12  0.4791992  0.1502242
#> 2     88      20  1.0969170  8.1502242
#> 3     82      11  0.3556557 -0.8497758
#> 4     67      10 -1.4974976 -1.8497758
#> 5     84      12  0.6027428  0.1502242
#> 6     85      19  0.7262864  7.1502242

# works also with grouped data frames
mtcars %>% std(disp)
#>                      mpg cyl  disp  hp drat    wt  qsec vs am gear carb
#> Mazda RX4           21.0   6 160.0 110 3.90 2.620 16.46  0  1    4    4
#> Mazda RX4 Wag       21.0   6 160.0 110 3.90 2.875 17.02  0  1    4    4
#> Datsun 710          22.8   4 108.0  93 3.85 2.320 18.61  1  1    4    1
#> Hornet 4 Drive      21.4   6 258.0 110 3.08 3.215 19.44  1  0    3    1
#> Hornet Sportabout   18.7   8 360.0 175 3.15 3.440 17.02  0  0    3    2
#> Valiant             18.1   6 225.0 105 2.76 3.460 20.22  1  0    3    1
#> Duster 360          14.3   8 360.0 245 3.21 3.570 15.84  0  0    3    4
#> Merc 240D           24.4   4 146.7  62 3.69 3.190 20.00  1  0    4    2
#> Merc 230            22.8   4 140.8  95 3.92 3.150 22.90  1  0    4    2
#> Merc 280            19.2   6 167.6 123 3.92 3.440 18.30  1  0    4    4
#> Merc 280C           17.8   6 167.6 123 3.92 3.440 18.90  1  0    4    4
#> Merc 450SE          16.4   8 275.8 180 3.07 4.070 17.40  0  0    3    3
#> Merc 450SL          17.3   8 275.8 180 3.07 3.730 17.60  0  0    3    3
#> Merc 450SLC         15.2   8 275.8 180 3.07 3.780 18.00  0  0    3    3
#> Cadillac Fleetwood  10.4   8 472.0 205 2.93 5.250 17.98  0  0    3    4
#> Lincoln Continental 10.4   8 460.0 215 3.00 5.424 17.82  0  0    3    4
#> Chrysler Imperial   14.7   8 440.0 230 3.23 5.345 17.42  0  0    3    4
#> Fiat 128            32.4   4  78.7  66 4.08 2.200 19.47  1  1    4    1
#> Honda Civic         30.4   4  75.7  52 4.93 1.615 18.52  1  1    4    2
#> Toyota Corolla      33.9   4  71.1  65 4.22 1.835 19.90  1  1    4    1
#> Toyota Corona       21.5   4 120.1  97 3.70 2.465 20.01  1  0    3    1
#> Dodge Challenger    15.5   8 318.0 150 2.76 3.520 16.87  0  0    3    2
#> AMC Javelin         15.2   8 304.0 150 3.15 3.435 17.30  0  0    3    2
#> Camaro Z28          13.3   8 350.0 245 3.73 3.840 15.41  0  0    3    4
#> Pontiac Firebird    19.2   8 400.0 175 3.08 3.845 17.05  0  0    3    2
#> Fiat X1-9           27.3   4  79.0  66 4.08 1.935 18.90  1  1    4    1
#> Porsche 914-2       26.0   4 120.3  91 4.43 2.140 16.70  0  1    5    2
#> Lotus Europa        30.4   4  95.1 113 3.77 1.513 16.90  1  1    5    2
#> Ford Pantera L      15.8   8 351.0 264 4.22 3.170 14.50  0  1    5    4
#> Ferrari Dino        19.7   6 145.0 175 3.62 2.770 15.50  0  1    5    6
#> Maserati Bora       15.0   8 301.0 335 3.54 3.570 14.60  0  1    5    8
#> Volvo 142E          21.4   4 121.0 109 4.11 2.780 18.60  1  1    4    2
#>                          disp_z
#> Mazda RX4           -0.57061982
#> Mazda RX4 Wag       -0.57061982
#> Datsun 710          -0.99018209
#> Hornet 4 Drive       0.22009369
#> Hornet Sportabout    1.04308123
#> Valiant             -0.04616698
#> Duster 360           1.04308123
#> Merc 240D           -0.67793094
#> Merc 230            -0.72553512
#> Merc 280            -0.50929918
#> Merc 280C           -0.50929918
#> Merc 450SE           0.36371309
#> Merc 450SL           0.36371309
#> Merc 450SLC          0.36371309
#> Cadillac Fleetwood   1.94675381
#> Lincoln Continental  1.84993175
#> Chrysler Imperial    1.68856165
#> Fiat 128            -1.22658929
#> Honda Civic         -1.25079481
#> Toyota Corolla      -1.28790993
#> Toyota Corona       -0.89255318
#> Dodge Challenger     0.70420401
#> AMC Javelin          0.59124494
#> Camaro Z28           0.96239618
#> Pontiac Firebird     1.36582144
#> Fiat X1-9           -1.22416874
#> Porsche 914-2       -0.89093948
#> Lotus Europa        -1.09426581
#> Ford Pantera L       0.97046468
#> Ferrari Dino        -0.69164740
#> Maserati Bora        0.56703942
#> Volvo 142E          -0.88529152

# compare new column "disp_z" w/ output above
mtcars %>%
  group_by(cyl) %>%
  std(disp)
#> # A tibble: 32 x 12
#> # Groups:   cyl [3]
#>      mpg   cyl  disp    hp  drat    wt  qsec    vs    am  gear  carb disp_z
#>    <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>  <dbl>
#>  1  21       6  160    110  3.9   2.62  16.5     0     1     4     4 -0.561
#>  2  21       6  160    110  3.9   2.88  17.0     0     1     4     4 -0.561
#>  3  22.8     4  108     93  3.85  2.32  18.6     1     1     4     1  0.107
#>  4  21.4     6  258    110  3.08  3.22  19.4     1     0     3     1  1.80 
#>  5  18.7     8  360    175  3.15  3.44  17.0     0     0     3     2  0.102
#>  6  18.1     6  225    105  2.76  3.46  20.2     1     0     3     1  1.00 
#>  7  14.3     8  360    245  3.21  3.57  15.8     0     0     3     4  0.102
#>  8  24.4     4  147.    62  3.69  3.19  20       1     0     4     2  1.55 
#>  9  22.8     4  141.    95  3.92  3.15  22.9     1     0     4     2  1.33 
#> 10  19.2     6  168.   123  3.92  3.44  18.3     1     0     4     4 -0.378
#> # … with 22 more rows

data(iris)
# also standardize factors
std(iris, include.fac = TRUE, append = FALSE)
#>     Sepal.Length_z Sepal.Width_z Petal.Length_z Petal.Width_z Species_z
#> 1      -0.89767388    1.01560199    -1.33575163 -1.3110521482 -1.220656
#> 2      -1.13920048   -0.13153881    -1.33575163 -1.3110521482 -1.220656
#> 3      -1.38072709    0.32731751    -1.39239929 -1.3110521482 -1.220656
#> 4      -1.50149039    0.09788935    -1.27910398 -1.3110521482 -1.220656
#> 5      -1.01843718    1.24503015    -1.33575163 -1.3110521482 -1.220656
#> 6      -0.53538397    1.93331463    -1.16580868 -1.0486667950 -1.220656
#> 7      -1.50149039    0.78617383    -1.33575163 -1.1798594716 -1.220656
#> 8      -1.01843718    0.78617383    -1.27910398 -1.3110521482 -1.220656
#> 9      -1.74301699   -0.36096697    -1.33575163 -1.3110521482 -1.220656
#> 10     -1.13920048    0.09788935    -1.27910398 -1.4422448248 -1.220656
#> 11     -0.53538397    1.47445831    -1.27910398 -1.3110521482 -1.220656
#> 12     -1.25996379    0.78617383    -1.22245633 -1.3110521482 -1.220656
#> 13     -1.25996379   -0.13153881    -1.33575163 -1.4422448248 -1.220656
#> 14     -1.86378030   -0.13153881    -1.50569459 -1.4422448248 -1.220656
#> 15     -0.05233076    2.16274279    -1.44904694 -1.3110521482 -1.220656
#> 16     -0.17309407    3.08045544    -1.27910398 -1.0486667950 -1.220656
#> 17     -0.53538397    1.93331463    -1.39239929 -1.0486667950 -1.220656
#> 18     -0.89767388    1.01560199    -1.33575163 -1.1798594716 -1.220656
#> 19     -0.17309407    1.70388647    -1.16580868 -1.1798594716 -1.220656
#> 20     -0.89767388    1.70388647    -1.27910398 -1.1798594716 -1.220656
#> 21     -0.53538397    0.78617383    -1.16580868 -1.3110521482 -1.220656
#> 22     -0.89767388    1.47445831    -1.27910398 -1.0486667950 -1.220656
#> 23     -1.50149039    1.24503015    -1.56234224 -1.3110521482 -1.220656
#> 24     -0.89767388    0.55674567    -1.16580868 -0.9174741184 -1.220656
#> 25     -1.25996379    0.78617383    -1.05251337 -1.3110521482 -1.220656
#> 26     -1.01843718   -0.13153881    -1.22245633 -1.3110521482 -1.220656
#> 27     -1.01843718    0.78617383    -1.22245633 -1.0486667950 -1.220656
#> 28     -0.77691058    1.01560199    -1.27910398 -1.3110521482 -1.220656
#> 29     -0.77691058    0.78617383    -1.33575163 -1.3110521482 -1.220656
#> 30     -1.38072709    0.32731751    -1.22245633 -1.3110521482 -1.220656
#> 31     -1.25996379    0.09788935    -1.22245633 -1.3110521482 -1.220656
#> 32     -0.53538397    0.78617383    -1.27910398 -1.0486667950 -1.220656
#> 33     -0.77691058    2.39217095    -1.27910398 -1.4422448248 -1.220656
#> 34     -0.41462067    2.62159911    -1.33575163 -1.3110521482 -1.220656
#> 35     -1.13920048    0.09788935    -1.27910398 -1.3110521482 -1.220656
#> 36     -1.01843718    0.32731751    -1.44904694 -1.3110521482 -1.220656
#> 37     -0.41462067    1.01560199    -1.39239929 -1.3110521482 -1.220656
#> 38     -1.13920048    1.24503015    -1.33575163 -1.4422448248 -1.220656
#> 39     -1.74301699   -0.13153881    -1.39239929 -1.3110521482 -1.220656
#> 40     -0.89767388    0.78617383    -1.27910398 -1.3110521482 -1.220656
#> 41     -1.01843718    1.01560199    -1.39239929 -1.1798594716 -1.220656
#> 42     -1.62225369   -1.73753594    -1.39239929 -1.1798594716 -1.220656
#> 43     -1.74301699    0.32731751    -1.39239929 -1.3110521482 -1.220656
#> 44     -1.01843718    1.01560199    -1.22245633 -0.7862814418 -1.220656
#> 45     -0.89767388    1.70388647    -1.05251337 -1.0486667950 -1.220656
#> 46     -1.25996379   -0.13153881    -1.33575163 -1.1798594716 -1.220656
#> 47     -0.89767388    1.70388647    -1.22245633 -1.3110521482 -1.220656
#> 48     -1.50149039    0.32731751    -1.33575163 -1.3110521482 -1.220656
#> 49     -0.65614727    1.47445831    -1.27910398 -1.3110521482 -1.220656
#> 50     -1.01843718    0.55674567    -1.33575163 -1.3110521482 -1.220656
#> 51      1.39682886    0.32731751     0.53362088  0.2632599711  0.000000
#> 52      0.67224905    0.32731751     0.42032558  0.3944526477  0.000000
#> 53      1.27606556    0.09788935     0.64691619  0.3944526477  0.000000
#> 54     -0.41462067   -1.73753594     0.13708732  0.1320672944  0.000000
#> 55      0.79301235   -0.59039513     0.47697323  0.3944526477  0.000000
#> 56     -0.17309407   -0.59039513     0.42032558  0.1320672944  0.000000
#> 57      0.55148575    0.55674567     0.53362088  0.5256453243  0.000000
#> 58     -1.13920048   -1.50810778    -0.25944625 -0.2615107354  0.000000
#> 59      0.91377565   -0.36096697     0.47697323  0.1320672944  0.000000
#> 60     -0.77691058   -0.81982329     0.08043967  0.2632599711  0.000000
#> 61     -1.01843718   -2.42582042    -0.14615094 -0.2615107354  0.000000
#> 62      0.06843254   -0.13153881     0.25038262  0.3944526477  0.000000
#> 63      0.18919584   -1.96696410     0.13708732 -0.2615107354  0.000000
#> 64      0.30995914   -0.36096697     0.53362088  0.2632599711  0.000000
#> 65     -0.29385737   -0.36096697    -0.08950329  0.1320672944  0.000000
#> 66      1.03453895    0.09788935     0.36367793  0.2632599711  0.000000
#> 67     -0.29385737   -0.13153881     0.42032558  0.3944526477  0.000000
#> 68     -0.05233076   -0.81982329     0.19373497 -0.2615107354  0.000000
#> 69      0.43072244   -1.96696410     0.42032558  0.3944526477  0.000000
#> 70     -0.29385737   -1.27867961     0.08043967 -0.1303180588  0.000000
#> 71      0.06843254    0.32731751     0.59026853  0.7880306775  0.000000
#> 72      0.30995914   -0.59039513     0.13708732  0.1320672944  0.000000
#> 73      0.55148575   -1.27867961     0.64691619  0.3944526477  0.000000
#> 74      0.30995914   -0.59039513     0.53362088  0.0008746178  0.000000
#> 75      0.67224905   -0.36096697     0.30703027  0.1320672944  0.000000
#> 76      0.91377565   -0.13153881     0.36367793  0.2632599711  0.000000
#> 77      1.15530226   -0.59039513     0.59026853  0.2632599711  0.000000
#> 78      1.03453895   -0.13153881     0.70356384  0.6568380009  0.000000
#> 79      0.18919584   -0.36096697     0.42032558  0.3944526477  0.000000
#> 80     -0.17309407   -1.04925145    -0.14615094 -0.2615107354  0.000000
#> 81     -0.41462067   -1.50810778     0.02379201 -0.1303180588  0.000000
#> 82     -0.41462067   -1.50810778    -0.03285564 -0.2615107354  0.000000
#> 83     -0.05233076   -0.81982329     0.08043967  0.0008746178  0.000000
#> 84      0.18919584   -0.81982329     0.76021149  0.5256453243  0.000000
#> 85     -0.53538397   -0.13153881     0.42032558  0.3944526477  0.000000
#> 86      0.18919584    0.78617383     0.42032558  0.5256453243  0.000000
#> 87      1.03453895    0.09788935     0.53362088  0.3944526477  0.000000
#> 88      0.55148575   -1.73753594     0.36367793  0.1320672944  0.000000
#> 89     -0.29385737   -0.13153881     0.19373497  0.1320672944  0.000000
#> 90     -0.41462067   -1.27867961     0.13708732  0.1320672944  0.000000
#> 91     -0.41462067   -1.04925145     0.36367793  0.0008746178  0.000000
#> 92      0.30995914   -0.13153881     0.47697323  0.2632599711  0.000000
#> 93     -0.05233076   -1.04925145     0.13708732  0.0008746178  0.000000
#> 94     -1.01843718   -1.73753594    -0.25944625 -0.2615107354  0.000000
#> 95     -0.29385737   -0.81982329     0.25038262  0.1320672944  0.000000
#> 96     -0.17309407   -0.13153881     0.25038262  0.0008746178  0.000000
#> 97     -0.17309407   -0.36096697     0.25038262  0.1320672944  0.000000
#> 98      0.43072244   -0.36096697     0.30703027  0.1320672944  0.000000
#> 99     -0.89767388   -1.27867961    -0.42938920 -0.1303180588  0.000000
#> 100    -0.17309407   -0.59039513     0.19373497  0.1320672944  0.000000
#> 101     0.55148575    0.55674567     1.27004036  1.7063794137  1.220656
#> 102    -0.05233076   -0.81982329     0.76021149  0.9192233541  1.220656
#> 103     1.51759216   -0.13153881     1.21339271  1.1816087073  1.220656
#> 104     0.55148575   -0.36096697     1.04344975  0.7880306775  1.220656
#> 105     0.79301235   -0.13153881     1.15674505  1.3128013839  1.220656
#> 106     2.12140867   -0.13153881     1.60992627  1.1816087073  1.220656
#> 107    -1.13920048   -1.27867961     0.42032558  0.6568380009  1.220656
#> 108     1.75911877   -0.36096697     1.43998331  0.7880306775  1.220656
#> 109     1.03453895   -1.27867961     1.15674505  0.7880306775  1.220656
#> 110     1.63835547    1.24503015     1.32668801  1.7063794137  1.220656
#> 111     0.79301235    0.32731751     0.76021149  1.0504160307  1.220656
#> 112     0.67224905   -0.81982329     0.87350679  0.9192233541  1.220656
#> 113     1.15530226   -0.13153881     0.98680210  1.1816087073  1.220656
#> 114    -0.17309407   -1.27867961     0.70356384  1.0504160307  1.220656
#> 115    -0.05233076   -0.59039513     0.76021149  1.5751867371  1.220656
#> 116     0.67224905    0.32731751     0.87350679  1.4439940605  1.220656
#> 117     0.79301235   -0.13153881     0.98680210  0.7880306775  1.220656
#> 118     2.24217198    1.70388647     1.66657392  1.3128013839  1.220656
#> 119     2.24217198   -1.04925145     1.77986923  1.4439940605  1.220656
#> 120     0.18919584   -1.96696410     0.70356384  0.3944526477  1.220656
#> 121     1.27606556    0.32731751     1.10009740  1.4439940605  1.220656
#> 122    -0.29385737   -0.59039513     0.64691619  1.0504160307  1.220656
#> 123     2.24217198   -0.59039513     1.66657392  1.0504160307  1.220656
#> 124     0.55148575   -0.81982329     0.64691619  0.7880306775  1.220656
#> 125     1.03453895    0.55674567     1.10009740  1.1816087073  1.220656
#> 126     1.63835547    0.32731751     1.27004036  0.7880306775  1.220656
#> 127     0.43072244   -0.59039513     0.59026853  0.7880306775  1.220656
#> 128     0.30995914   -0.13153881     0.64691619  0.7880306775  1.220656
#> 129     0.67224905   -0.59039513     1.04344975  1.1816087073  1.220656
#> 130     1.63835547   -0.13153881     1.15674505  0.5256453243  1.220656
#> 131     1.87988207   -0.59039513     1.32668801  0.9192233541  1.220656
#> 132     2.48369858    1.70388647     1.49663097  1.0504160307  1.220656
#> 133     0.67224905   -0.59039513     1.04344975  1.3128013839  1.220656
#> 134     0.55148575   -0.59039513     0.76021149  0.3944526477  1.220656
#> 135     0.30995914   -1.04925145     1.04344975  0.2632599711  1.220656
#> 136     2.24217198   -0.13153881     1.32668801  1.4439940605  1.220656
#> 137     0.55148575    0.78617383     1.04344975  1.5751867371  1.220656
#> 138     0.67224905    0.09788935     0.98680210  0.7880306775  1.220656
#> 139     0.18919584   -0.13153881     0.59026853  0.7880306775  1.220656
#> 140     1.27606556    0.09788935     0.93015445  1.1816087073  1.220656
#> 141     1.03453895    0.09788935     1.04344975  1.5751867371  1.220656
#> 142     1.27606556    0.09788935     0.76021149  1.4439940605  1.220656
#> 143    -0.05233076   -0.81982329     0.76021149  0.9192233541  1.220656
#> 144     1.15530226    0.32731751     1.21339271  1.4439940605  1.220656
#> 145     1.03453895    0.55674567     1.10009740  1.7063794137  1.220656
#> 146     1.03453895   -0.13153881     0.81685914  1.4439940605  1.220656
#> 147     0.55148575   -1.27867961     0.70356384  0.9192233541  1.220656
#> 148     0.79301235   -0.13153881     0.81685914  1.0504160307  1.220656
#> 149     0.43072244    0.78617383     0.93015445  1.4439940605  1.220656
#> 150     0.06843254   -0.13153881     0.76021149  0.7880306775  1.220656
# don't standardize factors
std(iris, include.fac = FALSE, append = FALSE)
#>     Sepal.Length_z Sepal.Width_z Petal.Length_z Petal.Width_z  Species_z
#> 1      -0.89767388    1.01560199    -1.33575163 -1.3110521482     setosa
#> 2      -1.13920048   -0.13153881    -1.33575163 -1.3110521482     setosa
#> 3      -1.38072709    0.32731751    -1.39239929 -1.3110521482     setosa
#> 4      -1.50149039    0.09788935    -1.27910398 -1.3110521482     setosa
#> 5      -1.01843718    1.24503015    -1.33575163 -1.3110521482     setosa
#> 6      -0.53538397    1.93331463    -1.16580868 -1.0486667950     setosa
#> 7      -1.50149039    0.78617383    -1.33575163 -1.1798594716     setosa
#> 8      -1.01843718    0.78617383    -1.27910398 -1.3110521482     setosa
#> 9      -1.74301699   -0.36096697    -1.33575163 -1.3110521482     setosa
#> 10     -1.13920048    0.09788935    -1.27910398 -1.4422448248     setosa
#> 11     -0.53538397    1.47445831    -1.27910398 -1.3110521482     setosa
#> 12     -1.25996379    0.78617383    -1.22245633 -1.3110521482     setosa
#> 13     -1.25996379   -0.13153881    -1.33575163 -1.4422448248     setosa
#> 14     -1.86378030   -0.13153881    -1.50569459 -1.4422448248     setosa
#> 15     -0.05233076    2.16274279    -1.44904694 -1.3110521482     setosa
#> 16     -0.17309407    3.08045544    -1.27910398 -1.0486667950     setosa
#> 17     -0.53538397    1.93331463    -1.39239929 -1.0486667950     setosa
#> 18     -0.89767388    1.01560199    -1.33575163 -1.1798594716     setosa
#> 19     -0.17309407    1.70388647    -1.16580868 -1.1798594716     setosa
#> 20     -0.89767388    1.70388647    -1.27910398 -1.1798594716     setosa
#> 21     -0.53538397    0.78617383    -1.16580868 -1.3110521482     setosa
#> 22     -0.89767388    1.47445831    -1.27910398 -1.0486667950     setosa
#> 23     -1.50149039    1.24503015    -1.56234224 -1.3110521482     setosa
#> 24     -0.89767388    0.55674567    -1.16580868 -0.9174741184     setosa
#> 25     -1.25996379    0.78617383    -1.05251337 -1.3110521482     setosa
#> 26     -1.01843718   -0.13153881    -1.22245633 -1.3110521482     setosa
#> 27     -1.01843718    0.78617383    -1.22245633 -1.0486667950     setosa
#> 28     -0.77691058    1.01560199    -1.27910398 -1.3110521482     setosa
#> 29     -0.77691058    0.78617383    -1.33575163 -1.3110521482     setosa
#> 30     -1.38072709    0.32731751    -1.22245633 -1.3110521482     setosa
#> 31     -1.25996379    0.09788935    -1.22245633 -1.3110521482     setosa
#> 32     -0.53538397    0.78617383    -1.27910398 -1.0486667950     setosa
#> 33     -0.77691058    2.39217095    -1.27910398 -1.4422448248     setosa
#> 34     -0.41462067    2.62159911    -1.33575163 -1.3110521482     setosa
#> 35     -1.13920048    0.09788935    -1.27910398 -1.3110521482     setosa
#> 36     -1.01843718    0.32731751    -1.44904694 -1.3110521482     setosa
#> 37     -0.41462067    1.01560199    -1.39239929 -1.3110521482     setosa
#> 38     -1.13920048    1.24503015    -1.33575163 -1.4422448248     setosa
#> 39     -1.74301699   -0.13153881    -1.39239929 -1.3110521482     setosa
#> 40     -0.89767388    0.78617383    -1.27910398 -1.3110521482     setosa
#> 41     -1.01843718    1.01560199    -1.39239929 -1.1798594716     setosa
#> 42     -1.62225369   -1.73753594    -1.39239929 -1.1798594716     setosa
#> 43     -1.74301699    0.32731751    -1.39239929 -1.3110521482     setosa
#> 44     -1.01843718    1.01560199    -1.22245633 -0.7862814418     setosa
#> 45     -0.89767388    1.70388647    -1.05251337 -1.0486667950     setosa
#> 46     -1.25996379   -0.13153881    -1.33575163 -1.1798594716     setosa
#> 47     -0.89767388    1.70388647    -1.22245633 -1.3110521482     setosa
#> 48     -1.50149039    0.32731751    -1.33575163 -1.3110521482     setosa
#> 49     -0.65614727    1.47445831    -1.27910398 -1.3110521482     setosa
#> 50     -1.01843718    0.55674567    -1.33575163 -1.3110521482     setosa
#> 51      1.39682886    0.32731751     0.53362088  0.2632599711 versicolor
#> 52      0.67224905    0.32731751     0.42032558  0.3944526477 versicolor
#> 53      1.27606556    0.09788935     0.64691619  0.3944526477 versicolor
#> 54     -0.41462067   -1.73753594     0.13708732  0.1320672944 versicolor
#> 55      0.79301235   -0.59039513     0.47697323  0.3944526477 versicolor
#> 56     -0.17309407   -0.59039513     0.42032558  0.1320672944 versicolor
#> 57      0.55148575    0.55674567     0.53362088  0.5256453243 versicolor
#> 58     -1.13920048   -1.50810778    -0.25944625 -0.2615107354 versicolor
#> 59      0.91377565   -0.36096697     0.47697323  0.1320672944 versicolor
#> 60     -0.77691058   -0.81982329     0.08043967  0.2632599711 versicolor
#> 61     -1.01843718   -2.42582042    -0.14615094 -0.2615107354 versicolor
#> 62      0.06843254   -0.13153881     0.25038262  0.3944526477 versicolor
#> 63      0.18919584   -1.96696410     0.13708732 -0.2615107354 versicolor
#> 64      0.30995914   -0.36096697     0.53362088  0.2632599711 versicolor
#> 65     -0.29385737   -0.36096697    -0.08950329  0.1320672944 versicolor
#> 66      1.03453895    0.09788935     0.36367793  0.2632599711 versicolor
#> 67     -0.29385737   -0.13153881     0.42032558  0.3944526477 versicolor
#> 68     -0.05233076   -0.81982329     0.19373497 -0.2615107354 versicolor
#> 69      0.43072244   -1.96696410     0.42032558  0.3944526477 versicolor
#> 70     -0.29385737   -1.27867961     0.08043967 -0.1303180588 versicolor
#> 71      0.06843254    0.32731751     0.59026853  0.7880306775 versicolor
#> 72      0.30995914   -0.59039513     0.13708732  0.1320672944 versicolor
#> 73      0.55148575   -1.27867961     0.64691619  0.3944526477 versicolor
#> 74      0.30995914   -0.59039513     0.53362088  0.0008746178 versicolor
#> 75      0.67224905   -0.36096697     0.30703027  0.1320672944 versicolor
#> 76      0.91377565   -0.13153881     0.36367793  0.2632599711 versicolor
#> 77      1.15530226   -0.59039513     0.59026853  0.2632599711 versicolor
#> 78      1.03453895   -0.13153881     0.70356384  0.6568380009 versicolor
#> 79      0.18919584   -0.36096697     0.42032558  0.3944526477 versicolor
#> 80     -0.17309407   -1.04925145    -0.14615094 -0.2615107354 versicolor
#> 81     -0.41462067   -1.50810778     0.02379201 -0.1303180588 versicolor
#> 82     -0.41462067   -1.50810778    -0.03285564 -0.2615107354 versicolor
#> 83     -0.05233076   -0.81982329     0.08043967  0.0008746178 versicolor
#> 84      0.18919584   -0.81982329     0.76021149  0.5256453243 versicolor
#> 85     -0.53538397   -0.13153881     0.42032558  0.3944526477 versicolor
#> 86      0.18919584    0.78617383     0.42032558  0.5256453243 versicolor
#> 87      1.03453895    0.09788935     0.53362088  0.3944526477 versicolor
#> 88      0.55148575   -1.73753594     0.36367793  0.1320672944 versicolor
#> 89     -0.29385737   -0.13153881     0.19373497  0.1320672944 versicolor
#> 90     -0.41462067   -1.27867961     0.13708732  0.1320672944 versicolor
#> 91     -0.41462067   -1.04925145     0.36367793  0.0008746178 versicolor
#> 92      0.30995914   -0.13153881     0.47697323  0.2632599711 versicolor
#> 93     -0.05233076   -1.04925145     0.13708732  0.0008746178 versicolor
#> 94     -1.01843718   -1.73753594    -0.25944625 -0.2615107354 versicolor
#> 95     -0.29385737   -0.81982329     0.25038262  0.1320672944 versicolor
#> 96     -0.17309407   -0.13153881     0.25038262  0.0008746178 versicolor
#> 97     -0.17309407   -0.36096697     0.25038262  0.1320672944 versicolor
#> 98      0.43072244   -0.36096697     0.30703027  0.1320672944 versicolor
#> 99     -0.89767388   -1.27867961    -0.42938920 -0.1303180588 versicolor
#> 100    -0.17309407   -0.59039513     0.19373497  0.1320672944 versicolor
#> 101     0.55148575    0.55674567     1.27004036  1.7063794137  virginica
#> 102    -0.05233076   -0.81982329     0.76021149  0.9192233541  virginica
#> 103     1.51759216   -0.13153881     1.21339271  1.1816087073  virginica
#> 104     0.55148575   -0.36096697     1.04344975  0.7880306775  virginica
#> 105     0.79301235   -0.13153881     1.15674505  1.3128013839  virginica
#> 106     2.12140867   -0.13153881     1.60992627  1.1816087073  virginica
#> 107    -1.13920048   -1.27867961     0.42032558  0.6568380009  virginica
#> 108     1.75911877   -0.36096697     1.43998331  0.7880306775  virginica
#> 109     1.03453895   -1.27867961     1.15674505  0.7880306775  virginica
#> 110     1.63835547    1.24503015     1.32668801  1.7063794137  virginica
#> 111     0.79301235    0.32731751     0.76021149  1.0504160307  virginica
#> 112     0.67224905   -0.81982329     0.87350679  0.9192233541  virginica
#> 113     1.15530226   -0.13153881     0.98680210  1.1816087073  virginica
#> 114    -0.17309407   -1.27867961     0.70356384  1.0504160307  virginica
#> 115    -0.05233076   -0.59039513     0.76021149  1.5751867371  virginica
#> 116     0.67224905    0.32731751     0.87350679  1.4439940605  virginica
#> 117     0.79301235   -0.13153881     0.98680210  0.7880306775  virginica
#> 118     2.24217198    1.70388647     1.66657392  1.3128013839  virginica
#> 119     2.24217198   -1.04925145     1.77986923  1.4439940605  virginica
#> 120     0.18919584   -1.96696410     0.70356384  0.3944526477  virginica
#> 121     1.27606556    0.32731751     1.10009740  1.4439940605  virginica
#> 122    -0.29385737   -0.59039513     0.64691619  1.0504160307  virginica
#> 123     2.24217198   -0.59039513     1.66657392  1.0504160307  virginica
#> 124     0.55148575   -0.81982329     0.64691619  0.7880306775  virginica
#> 125     1.03453895    0.55674567     1.10009740  1.1816087073  virginica
#> 126     1.63835547    0.32731751     1.27004036  0.7880306775  virginica
#> 127     0.43072244   -0.59039513     0.59026853  0.7880306775  virginica
#> 128     0.30995914   -0.13153881     0.64691619  0.7880306775  virginica
#> 129     0.67224905   -0.59039513     1.04344975  1.1816087073  virginica
#> 130     1.63835547   -0.13153881     1.15674505  0.5256453243  virginica
#> 131     1.87988207   -0.59039513     1.32668801  0.9192233541  virginica
#> 132     2.48369858    1.70388647     1.49663097  1.0504160307  virginica
#> 133     0.67224905   -0.59039513     1.04344975  1.3128013839  virginica
#> 134     0.55148575   -0.59039513     0.76021149  0.3944526477  virginica
#> 135     0.30995914   -1.04925145     1.04344975  0.2632599711  virginica
#> 136     2.24217198   -0.13153881     1.32668801  1.4439940605  virginica
#> 137     0.55148575    0.78617383     1.04344975  1.5751867371  virginica
#> 138     0.67224905    0.09788935     0.98680210  0.7880306775  virginica
#> 139     0.18919584   -0.13153881     0.59026853  0.7880306775  virginica
#> 140     1.27606556    0.09788935     0.93015445  1.1816087073  virginica
#> 141     1.03453895    0.09788935     1.04344975  1.5751867371  virginica
#> 142     1.27606556    0.09788935     0.76021149  1.4439940605  virginica
#> 143    -0.05233076   -0.81982329     0.76021149  0.9192233541  virginica
#> 144     1.15530226    0.32731751     1.21339271  1.4439940605  virginica
#> 145     1.03453895    0.55674567     1.10009740  1.7063794137  virginica
#> 146     1.03453895   -0.13153881     0.81685914  1.4439940605  virginica
#> 147     0.55148575   -1.27867961     0.70356384  0.9192233541  virginica
#> 148     0.79301235   -0.13153881     0.81685914  1.0504160307  virginica
#> 149     0.43072244    0.78617383     0.93015445  1.4439940605  virginica
#> 150     0.06843254   -0.13153881     0.76021149  0.7880306775  virginica

# standardize only variables with more than 10 unique values
p <- function(x) dplyr::n_distinct(x) > 10
std_if(efc, predicate = p, append = FALSE)
#>        c12hour_z    e17age_z   c160age_z  barthtot_z   neg_c_7_z  pos_v_4_z
#> 1   -0.519615996  0.47919925  0.19002509  0.35385338  0.03890892 -0.2125309
#> 2    2.078551270  1.09691703  0.04023278  0.35385338  2.11095413 -0.6583397
#> 3    0.543270613  0.35565569  1.98753275 -1.00022044 -0.22009673  0.2332779
#> 4    2.472212977 -1.49749765  1.16367507 -2.18503504 -0.47910238  1.1248956
#> 5    2.472212977  0.60274280 -0.48404028 -1.33873890  0.03890892  1.1248956
#> 6   -0.519615996  0.72628636  0.19002509 -0.15392430  1.85194848 -1.5499574
#> 7    2.334431379 -0.63269276  0.56450585 -2.01577581  0.81592587  0.2332779
#> 8    1.330594027  0.97337347  1.01388277 -1.00022044 -0.22009673  0.6790868
#> 9   -0.283418972 -0.01497498  0.41471355 -1.67725736  0.81592587  0.2332779
#> 10  -0.047221948  0.47919925 -0.33424798 -2.18503504 -0.47910238  0.2332779
#> 11   1.133763173 -1.37395409  0.93898661 -1.33873890  4.18299934 -1.5499574
#> 12  -0.342468228  2.20880903 -0.48404028  0.69237184  1.59294283 -1.9957662
#> 13  -0.342468228  0.10856858  0.33981739 -1.67725736  0.29791457  0.6790868
#> 14  -0.362151313 -0.50914920  1.61305199  0.18459415  1.59294283  0.6790868
#> 15   0.267707418  0.35565569 -0.33424798          NA  1.07493153 -1.5499574
#> 16  -0.440883654  1.22046058  0.19002509 -2.18503504  0.29791457  0.6790868
#> 17  -0.342468228  0.10856858  1.61305199  1.03089029 -0.22009673  1.1248956
#> 18   1.645523392 -0.87977987  1.23857122 -0.32318353 -0.22009673  0.2332779
#> 19   2.472212977  1.83817836 -0.10955952 -0.32318353  0.29791457  0.2332779
#> 20   1.488058709 -0.01497498 -0.40914413 -0.66170199  1.33393718 -0.2125309
#> 21   2.117917441  1.22046058  0.33981739 -2.18503504 -0.22009673 -0.6583397
#> 22   0.149608906 -1.49749765  0.86409046  0.18459415 -0.73810803 -0.2125309
#> 23  -0.480249825  1.83817836 -0.33424798 -1.50799813 -0.99711368  1.1248956
#> 24   2.472212977  0.47919925  0.48960970 -2.18503504  0.55692022  1.1248956
#> 25  -0.539299081  0.72628636  0.11512894  1.03089029 -0.22009673  0.6790868
#> 26   2.472212977  0.10856858  0.63940200 -1.84651659  2.88797109 -0.2125309
#> 27  -0.598348337  1.09691703  1.08877892  0.35385338          NA -1.1041485
#> 28  -0.696763764 -0.38560564  1.68794814  0.86163107 -0.22009673 -1.5499574
#> 29  -0.145637374  0.60274280  0.33981739 -0.15392430  0.81592587 -0.6583397
#> 30   2.472212977  1.96172192  0.86409046 -1.50799813 -0.22009673         NA
#> 31   2.117917441  1.09691703  0.71429816          NA  3.40598239  0.2332779
#> 32   2.472212977  0.97337347  1.91263660 -0.49244276 -0.73810803 -0.2125309
#> 33   2.472212977  1.22046058  0.86409046  0.35385338  0.81592587 -1.5499574
#> 34   1.507741795  0.10856858  1.53815583 -0.49244276  2.11095413 -0.2125309
#> 35   2.472212977 -0.50914920  1.68794814 -1.16947967 -0.73810803  1.1248956
#> 36   2.472212977  0.35565569  1.46325968 -2.18503504 -0.47910238  0.6790868
#> 37   2.472212977 -1.25041054  1.01388277 -1.16947967  1.85194848 -1.5499574
#> 38  -0.283418972  1.46754769  0.63940200  0.86163107 -0.99711368  0.6790868
#> 39   2.472212977  0.84982991  1.98753275 -1.67725736  1.33393718  1.1248956
#> 40  -0.244052801  0.84982991 -0.33424798  0.18459415  1.07493153 -0.2125309
#> 41  -0.558982167  0.60274280 -0.55893644  0.69237184  1.33393718 -0.2125309
#> 42   2.472212977 -1.25041054  1.08877892          NA  0.55692022  0.6790868
#> 43   2.472212977 -1.49749765  0.63940200 -2.18503504  0.55692022 -0.6583397
#> 44   0.149608906 -1.49749765  0.86409046 -1.16947967  1.07493153 -0.6583397
#> 45   2.472212977 -1.62104120  0.71429816 -0.15392430  1.85194848 -0.2125309
#> 46  -0.362151313 -0.01497498  2.06242890 -1.33873890          NA -1.1041485
#> 47   2.472212977 -0.87977987  1.38836353          NA  1.33393718 -1.5499574
#> 48  -0.007855777 -1.74458476  0.78919431 -1.16947967  0.81592587 -0.2125309
#> 49   2.196649782 -0.50914920  1.46325968  0.69237184  1.07493153  0.6790868
#> 50   0.346439759  0.97337347  1.46325968 -2.18503504  1.85194848 -2.8873838
#> 51   2.472212977 -1.37395409  0.78919431 -2.18503504  1.33393718  1.1248956
#> 52   2.472212977 -0.50914920  1.01388277 -2.18503504 -0.47910238         NA
#> 53  -0.362151313 -1.74458476  0.48960970 -1.84651659  0.55692022 -2.4415750
#> 54   2.472212977 -1.49749765  0.78919431 -1.84651659  0.55692022 -1.1041485
#> 55   2.117917441  0.23211214  2.36201351 -1.50799813 -0.73810803  1.1248956
#> 56   2.472212977  0.47919925  0.11512894 -2.18503504  0.03890892  0.6790868
#> 57   2.472212977          NA  1.38836353 -2.18503504  3.40598239         NA
#> 58   2.472212977  0.35565569 -0.10955952 -0.49244276          NA -1.9957662
#> 59   2.472212977 -0.01497498  0.71429816  0.69237184  1.33393718 -1.5499574
#> 60   2.472212977 -0.87977987  1.16367507 -2.01577581  2.62896543 -2.4415750
#> 61   1.684889563  0.97337347  0.56450585 -2.18503504  0.29791457  1.1248956
#> 62   2.472212977  0.72628636  1.91263660 -0.83096122  0.81592587  1.1248956
#> 63  -0.618031423  1.09691703  0.78919431 -0.49244276 -1.25611934  1.1248956
#> 64   0.149608906 -0.63269276 -0.70872874  0.52311261  1.85194848 -0.6583397
#> 65   0.740101466  0.97337347  0.41471355  0.18459415 -0.22009673         NA
#> 66  -0.539299081  1.09691703 -0.10955952  0.18459415  0.81592587  1.1248956
#> 67  -0.696763764 -0.38560564 -0.55893644  0.01533492  0.29791457 -1.9957662
#> 68  -0.421200569  0.23211214  0.41471355  0.86163107 -0.22009673 -0.2125309
#> 69   2.472212977  0.10856858  2.21222121 -2.18503504  0.55692022         NA
#> 70  -0.362151313 -1.37395409  1.68794814 -0.49244276  1.33393718 -0.6583397
#> 71  -0.716446849  0.35565569 -1.68237873  0.18459415 -1.25611934  1.5707044
#> 72  -0.244052801          NA  0.48960970  0.18459415  0.81592587 -0.2125309
#> 73   2.472212977  1.46754769  0.26492124 -0.66170199 -0.22009673  0.2332779
#> 74  -0.007855777 -1.62104120  0.71429816 -0.83096122  1.85194848 -1.9957662
#> 75  -0.244052801  1.22046058  0.41471355 -1.50799813 -0.47910238  1.1248956
#> 76   0.838516893 -0.01497498  1.38836353  0.69237184 -0.47910238  0.2332779
#> 77  -0.145637374 -1.25041054 -0.48404028 -1.67725736  2.11095413 -1.9957662
#> 78   0.543270613  1.59109125  0.19002509  0.69237184 -0.47910238 -0.2125309
#> 79  -0.657397593 -0.50914920 -0.48404028  0.52311261  0.03890892 -1.9957662
#> 80   2.472212977 -0.38560564  1.16367507 -1.50799813  0.81592587 -1.1041485
#> 81   0.681052210 -0.26206209  1.53815583          NA -1.25611934  1.5707044
#> 82  -0.362151313          NA  1.01388277  0.69237184  0.29791457  0.2332779
#> 83   0.956615405 -0.38560564  1.38836353 -0.66170199  0.03890892  0.6790868
#> 84  -0.716446849 -0.38560564 -0.40914413          NA  1.07493153 -0.6583397
#> 85  -0.401517484 -0.01497498  0.11512894 -0.49244276 -0.47910238  0.6790868
#> 86   2.472212977 -0.26206209  0.26492124 -2.18503504  0.81592587  1.1248956
#> 87   2.472212977 -1.49749765  0.63940200 -1.84651659  0.81592587 -0.6583397
#> 88   2.472212977 -1.62104120  1.23857122 -0.49244276  0.81592587 -0.2125309
#> 89   2.472212977 -0.13851853 -1.45769027 -1.00022044  3.40598239 -1.1041485
#> 90   0.149608906  0.60274280  0.11512894 -0.49244276 -0.22009673         NA
#> 91  -0.047221948 -0.01497498  1.16367507  0.35385338 -0.47910238  0.2332779
#> 92  -0.657397593 -0.26206209  1.16367507  1.03089029 -0.22009673  1.1248956
#> 93  -0.342468228 -1.62104120  0.48960970  1.03089029  0.55692022 -0.2125309
#> 94  -0.558982167  1.83817836  0.93898661  1.20014952 -0.47910238  0.6790868
#> 95   0.129925821 -1.74458476  0.48960970  0.52311261 -0.47910238  0.2332779
#> 96  -0.736129935  1.34400414  0.04023278  0.86163107  0.29791457         NA
#> 97  -0.696763764 -1.62104120  0.78919431  0.35385338  0.03890892         NA
#> 98  -0.421200569  1.34400414  1.61305199 -0.15392430 -0.47910238 -1.1041485
#> 99  -0.362151313  0.72628636  1.98753275          NA -0.22009673  0.6790868
#> 100 -0.696763764 -0.26206209 -0.33424798 -0.15392430  1.59294283 -1.1041485
#> 101  2.472212977 -0.38560564  1.08877892  0.01533492  0.55692022 -1.5499574
#> 102  2.472212977 -1.62104120  0.78919431  0.35385338  0.03890892 -0.6583397
#> 103 -0.755813020 -0.38560564  1.38836353  0.52311261 -0.47910238  1.5707044
#> 104  2.472212977  0.10856858  0.04023278 -2.18503504 -0.73810803 -1.1041485
#> 105  2.472212977  1.22046058  0.63940200 -1.16947967  0.29791457  0.2332779
#> 106 -0.539299081 -1.25041054  0.86409046  0.01533492  0.55692022  0.2332779
#> 107  2.472212977 -0.50914920  1.61305199  0.52311261 -0.47910238  1.1248956
#> 108  2.472212977 -0.50914920  1.76284429  0.86163107 -0.47910238  0.2332779
#> 109 -0.440883654  0.10856858 -0.25935183  0.01533492  0.29791457 -0.2125309
#> 110  0.326756674  0.10856858  0.04023278 -0.32318353  0.29791457 -0.2125309
#> 111 -0.362151313 -0.63269276  1.38836353 -0.49244276  0.03890892  1.1248956
#> 112 -0.696763764  0.35565569 -0.55893644  0.35385338  0.03890892 -1.1041485
#> 113  1.133763173  1.46754769  0.56450585 -1.00022044  1.59294283 -1.1041485
#> 114  2.472212977  0.10856858  2.21222121 -1.67725736 -1.25611934  1.5707044
#> 115  2.472212977 -0.63269276 -0.70872874 -1.33873890  0.29791457  0.2332779
#> 116 -0.283418972  1.34400414  1.01388277  0.52311261  0.55692022  0.2332779
#> 117 -0.440883654  0.47919925  0.56450585  0.52311261 -0.22009673  0.2332779
#> 118  0.149608906  0.35565569  1.83774044  0.52311261  1.07493153 -0.2125309
#> 119  0.917249234 -0.75623631  1.76284429 -1.16947967  0.81592587 -0.6583397
#> 120  2.472212977  0.60274280  1.61305199  0.18459415  0.81592587 -1.1041485
#> 121 -0.598348337  1.34400414  0.56450585 -0.32318353 -0.73810803  1.5707044
#> 122 -0.362151313 -1.74458476  0.86409046 -0.32318353  1.33393718         NA
#> 123  0.956615405  0.60274280  1.53815583 -2.01577581  1.33393718         NA
#> 124  2.472212977 -0.87977987  0.71429816 -1.00022044  2.62896543 -1.1041485
#> 125  2.472212977  1.96172192  0.93898661  1.20014952  1.07493153  0.2332779
#> 126  2.472212977 -1.49749765  0.63940200 -2.01577581  0.55692022 -0.2125309
#> 127 -0.618031423  0.23211214 -0.33424798  1.20014952 -0.73810803         NA
#> 128 -0.145637374  1.59109125  0.11512894 -2.18503504  0.29791457         NA
#> 129 -0.637714508  0.47919925 -0.63383259  0.52311261 -0.73810803  1.1248956
#> 130  1.625840307 -0.63269276  1.68794814 -0.66170199  1.33393718  1.5707044
#> 131  1.921086587  1.46754769  0.86409046  0.52311261  1.33393718 -1.9957662
#> 132 -0.283418972 -0.13851853  0.19002509  0.18459415 -0.73810803  0.6790868
#> 133  0.818833808  0.23211214  1.61305199 -2.18503504  0.29791457  0.2332779
#> 134 -0.539299081 -0.38560564 -0.63383259  0.35385338          NA         NA
#> 135 -0.539299081  1.71463481  0.41471355 -0.15392430  0.55692022 -0.6583397
#> 136 -0.558982167  2.20880903  0.93898661  0.01533492  0.03890892  0.2332779
#> 137 -0.362151313  1.71463481  0.56450585 -1.84651659  1.59294283 -0.2125309
#> 138 -0.755813020  0.23211214 -0.25935183  0.35385338 -1.25611934  1.1248956
#> 139  1.921086587 -0.50914920  1.61305199 -2.18503504 -0.47910238  1.5707044
#> 140  2.472212977  0.60274280  1.68794814  0.52311261  0.03890892  0.6790868
#> 141 -0.716446849 -0.13851853 -1.38279411 -0.32318353  2.11095413 -1.1041485
#> 142 -0.637714508  0.60274280 -0.85852105 -0.66170199  0.03890892 -1.1041485
#> 143 -0.440883654  0.97337347  0.86409046 -0.15392430  0.55692022 -1.1041485
#> 144 -0.539299081  0.47919925  2.06242890 -0.15392430          NA         NA
#> 145  0.444855186  1.83817836 -0.78362489 -1.00022044  0.03890892  0.2332779
#> 146 -0.145637374  0.72628636  1.68794814 -0.83096122 -0.47910238  0.6790868
#> 147  1.232178600 -1.12686698  1.01388277 -1.84651659          NA  0.2332779
#> 148  0.149608906 -1.25041054  0.71429816 -1.16947967  0.03890892 -0.6583397
#> 149  2.472212977 -0.38560564  0.19002509 -0.66170199 -0.22009673 -0.2125309
#> 150  0.681052210  0.47919925 -0.33424798 -0.49244276  0.55692022 -0.2125309
#> 151  2.472212977  1.46754769  0.11512894 -1.67725736 -0.22009673  1.5707044
#> 152 -0.007855777  1.34400414  0.48960970 -1.84651659  0.29791457 -0.2125309
#> 153 -0.755813020  0.97337347  0.41471355  0.35385338 -0.47910238 -0.2125309
#> 154  2.472212977  1.46754769  0.63940200 -2.01577581  0.03890892  0.6790868
#> 155  2.472212977 -0.87977987  0.63940200 -2.18503504  0.03890892  1.5707044
#> 156 -0.007855777 -0.75623631  1.91263660  0.35385338 -0.47910238  0.2332779
#> 157 -0.716446849 -0.01497498  0.04023278 -0.15392430 -0.73810803 -0.2125309
#> 158  2.472212977  0.60274280  0.26492124 -2.01577581  0.81592587  1.5707044
#> 159  0.543270613  0.35565569  1.53815583 -0.15392430  0.03890892 -0.2125309
#> 160 -0.539299081 -1.74458476  1.01388277 -0.66170199 -0.22009673  0.2332779
#> 161 -0.244052801 -0.13851853 -0.18445567  0.01533492  0.55692022 -1.1041485
#> 162 -0.657397593  1.83817836  0.11512894 -0.49244276  1.07493153  0.2332779
#> 163 -0.519615996  1.46754769  0.19002509 -1.16947967  1.59294283 -2.4415750
#> 164 -0.145637374          NA  0.33981739 -2.18503504 -0.22009673 -0.6583397
#> 165 -0.283418972  0.10856858 -0.78362489  0.35385338 -0.22009673  1.1248956
#> 166  2.472212977 -1.12686698  1.31346738 -2.18503504  0.55692022  1.5707044
#> 167 -0.657397593  0.60274280 -0.25935183  0.18459415          NA         NA
#> 168  2.472212977  0.35565569  0.26492124 -2.01577581  0.55692022         NA
#> 169 -0.539299081 -0.38560564 -0.10955952  0.35385338  0.03890892 -1.9957662
#> 170 -0.716446849 -0.26206209 -0.03466337 -1.16947967 -0.47910238         NA
#> 171 -0.558982167 -1.62104120  0.48960970  0.86163107 -0.73810803  1.1248956
#> 172 -0.145637374  1.34400414  0.86409046  0.18459415  0.03890892  0.6790868
#> 173 -0.696763764 -0.38560564  1.38836353  0.35385338 -0.99711368  1.1248956
#> 174 -0.598348337 -1.25041054  0.78919431  0.35385338 -0.47910238  1.5707044
#> 175  0.149608906  1.09691703  0.26492124 -1.00022044 -0.22009673  1.5707044
#> 176 -0.716446849 -1.00332342 -0.48404028 -0.49244276 -0.47910238 -0.2125309
#> 177 -0.401517484  1.71463481  0.63940200  0.01533492 -0.22009673 -1.1041485
#> 178 -0.145637374  2.20880903  1.01388277 -0.66170199  0.29791457  0.2332779
#> 179 -0.716446849  0.60274280  0.71429816 -0.32318353 -1.25611934 -0.2125309
#> 180  2.472212977 -0.01497498  1.76284429 -1.67725736 -0.47910238  0.6790868
#> 181 -0.283418972  1.46754769  0.48960970 -2.01577581 -0.22009673  1.5707044
#> 182 -0.637714508  0.60274280 -0.40914413  0.69237184  0.03890892  0.2332779
#> 183  0.956615405 -0.50914920  1.46325968  0.18459415  0.81592587 -1.9957662
#> 184 -0.677080679  0.23211214 -2.13175564 -0.15392430 -0.47910238  0.2332779
#> 185  2.472212977 -0.26206209  0.33981739 -1.67725736  1.07493153         NA
#> 186 -0.362151313 -0.50914920 -0.25935183 -1.67725736  0.29791457  0.6790868
#> 187  2.472212977 -0.63269276 -0.63383259 -2.01577581          NA  0.6790868
#> 188  2.472212977  1.59109125 -0.03466337 -0.66170199  2.11095413 -0.6583397
#> 189 -0.558982167 -0.01497498  0.41471355  0.69237184 -1.25611934  0.2332779
#> 190 -0.283418972 -0.63269276  1.98753275 -0.66170199  0.03890892  0.6790868
#> 191 -0.519615996 -0.38560564  0.26492124 -0.49244276  1.33393718  0.2332779
#> 192  2.472212977          NA  0.93898661 -1.16947967  0.55692022  0.6790868
#> 193 -0.716446849  0.60274280  0.71429816  1.03089029 -0.47910238 -1.1041485
#> 194  2.472212977 -1.74458476  0.19002509 -2.18503504  0.03890892  0.2332779
#> 195 -0.283418972  0.72628636  0.56450585  0.35385338 -0.73810803  1.1248956
#> 196  2.314748294 -0.50914920  1.23857122  1.03089029 -1.25611934  0.6790868
#> 197 -0.066905033  1.34400414  0.63940200 -0.32318353  1.07493153         NA
#> 198 -0.539299081  0.47919925 -0.48404028          NA  0.29791457         NA
#> 199 -0.637714508  0.97337347  1.01388277          NA  0.55692022 -0.6583397
#> 200 -0.637714508  0.84982991  0.78919431  0.69237184 -0.99711368 -0.2125309
#> 201 -0.499932911  1.71463481  0.86409046  0.86163107 -0.99711368  1.5707044
#> 202  2.472212977  1.59109125  0.11512894 -1.84651659  2.11095413 -3.3331927
#> 203  0.543270613  1.59109125  0.93898661  0.01533492 -1.25611934  1.5707044
#> 204  0.149608906  0.60274280 -0.10955952          NA  0.81592587 -2.8873838
#> 205 -0.598348337  0.47919925  0.78919431  0.35385338 -1.25611934  0.6790868
#> 206 -0.637714508  0.35565569 -0.33424798  0.86163107 -0.73810803  0.2332779
#> 207  2.472212977  0.97337347 -0.85852105 -2.18503504  0.55692022  0.2332779
#> 208  2.472212977  1.22046058  0.33981739 -1.33873890 -0.22009673  1.5707044
#> 209  2.472212977  1.46754769  2.51180582  0.35385338  0.03890892  1.1248956
#> 210 -0.283418972  0.60274280  0.86409046 -0.32318353 -0.22009673 -0.2125309
#> 211 -0.598348337  1.71463481  0.86409046  0.01533492  0.03890892 -0.2125309
#> 212 -0.677080679  0.72628636  0.71429816 -0.32318353  1.59294283 -0.6583397
#> 213 -0.421200569 -0.01497498 -0.78362489  0.18459415 -0.99711368  0.2332779
#> 214 -0.362151313  0.60274280  0.04023278 -1.16947967  0.29791457 -1.9957662
#> 215 -0.539299081 -1.74458476 -0.85852105  0.69237184  1.07493153  0.6790868
#> 216 -0.677080679  1.22046058  0.56450585  0.35385338 -0.99711368  1.1248956
#> 217 -0.519615996  0.60274280  0.04023278 -0.83096122  0.29791457  1.5707044
#> 218  0.267707418  0.23211214 -0.48404028 -0.83096122  0.55692022 -1.9957662
#> 219 -0.007855777 -0.26206209 -0.55893644  0.35385338 -0.22009673  1.1248956
#> 220 -0.755813020 -1.74458476  0.04023278  1.20014952 -0.99711368  0.6790868
#> 221 -0.342468228  1.71463481  0.33981739 -0.15392430  0.03890892 -1.1041485
#> 222 -0.145637374  2.08526547  0.78919431 -0.83096122  3.14697674  0.2332779
#> 223 -0.244052801  1.34400414 -0.18445567  0.18459415 -0.22009673  0.2332779
#> 224 -0.716446849  0.84982991  0.26492124  0.01533492 -0.22009673  0.2332779
#> 225  1.330594027  1.09691703  0.71429816 -1.67725736  0.29791457  0.2332779
#> 226 -0.244052801 -0.01497498 -0.33424798 -0.15392430 -0.73810803 -0.6583397
#> 227 -0.362151313  1.46754769  0.93898661 -0.66170199  0.29791457  1.1248956
#> 228 -0.558982167  0.60274280  0.19002509  0.01533492  2.11095413 -1.5499574
#> 229 -0.755813020 -1.00332342  0.63940200  1.03089029  0.03890892  0.6790868
#> 230 -0.440883654 -1.49749765 -1.83217103  1.20014952  1.07493153 -0.2125309
#> 231 -0.637714508  0.97337347  0.11512894 -0.15392430  0.81592587  0.6790868
#> 232 -0.696763764  0.60274280  0.11512894  0.35385338  2.11095413 -0.2125309
#> 233  2.334431379  0.97337347  2.06242890 -1.67725736 -0.47910238  1.1248956
#> 234 -0.283418972  0.60274280  0.63940200  0.52311261  0.03890892 -1.1041485
#> 235 -0.558982167  0.84982991 -0.33424798 -0.66170199  0.03890892  0.2332779
#> 236 -0.755813020  0.47919925 -0.78362489 -0.15392430  0.03890892 -1.1041485
#> 237  0.149608906 -1.25041054  0.48960970  1.03089029 -0.22009673  1.1248956
#> 238 -0.637714508 -0.50914920 -1.08320950  0.86163107 -0.47910238  0.2332779
#> 239 -0.480249825 -0.01497498 -0.93341720  1.03089029 -0.73810803  1.1248956
#> 240 -0.539299081 -0.38560564 -2.13175564  0.69237184 -0.47910238  0.6790868
#> 241 -0.716446849 -0.38560564 -1.98196334  1.03089029 -0.99711368 -0.2125309
#> 242 -0.499932911  0.35565569 -2.05685949  0.18459415 -0.47910238  0.2332779
#> 243 -0.558982167  1.09691703 -0.10955952  0.18459415  0.03890892 -1.1041485
#> 244 -0.736129935  1.34400414  0.19002509  0.69237184 -0.47910238  0.2332779
#> 245 -0.637714508  0.97337347 -1.83217103  0.01533492 -0.73810803  0.2332779
#> 246 -0.244052801 -0.38560564 -0.63383259  0.35385338 -0.22009673  1.1248956
#> 247 -0.637714508 -0.38560564  0.78919431  1.03089029 -1.25611934  0.2332779
#> 248 -0.637714508  0.84982991 -0.48404028  1.20014952 -0.73810803 -1.1041485
#> 249  0.818833808  0.47919925  0.63940200  0.52311261 -0.22009673  0.6790868
#> 250 -0.637714508  1.22046058  0.11512894 -0.15392430 -0.22009673 -0.6583397
#> 251 -0.716446849  0.35565569  1.23857122  1.20014952  0.03890892 -1.1041485
#> 252 -0.539299081 -0.01497498 -0.18445567  0.35385338 -0.22009673 -1.1041485
#> 253 -0.047221948 -1.49749765  1.01388277  1.20014952  0.55692022  0.6790868
#> 254 -0.421200569 -0.75623631 -2.28154795 -1.84651659  0.03890892 -0.6583397
#> 255 -0.618031423  1.22046058 -0.10955952  1.20014952  0.03890892 -1.1041485
#> 256 -0.677080679  1.96172192  0.63940200  0.35385338  1.85194848 -1.1041485
#> 257 -0.736129935 -1.74458476 -1.53258642  1.03089029  0.03890892  0.6790868
#> 258 -0.598348337  1.22046058  2.21222121 -1.67725736  0.81592587 -0.6583397
#> 259 -0.637714508  0.47919925  1.61305199  0.86163107 -0.22009673 -0.2125309
#> 260 -0.440883654  0.84982991  0.48960970  0.86163107  1.33393718 -0.2125309
#> 261 -0.598348337  0.35565569  0.71429816 -0.15392430 -0.99711368 -0.2125309
#> 262 -0.362151313  1.71463481  0.86409046 -1.16947967  0.29791457  0.6790868
#> 263 -0.303102057  1.34400414  0.48960970 -0.83096122 -0.22009673 -1.1041485
#> 264 -0.558982167 -0.01497498  0.04023278  0.52311261 -0.47910238  0.2332779
#> 265 -0.480249825  2.20880903  0.71429816  0.35385338 -0.99711368  1.1248956
#> 266  2.472212977 -0.13851853  0.33981739  0.35385338 -0.47910238 -0.2125309
#> 267 -0.558982167 -0.63269276 -0.85852105  0.86163107  1.85194848 -1.5499574
#> 268 -0.637714508  0.84982991  0.33981739          NA          NA -1.9957662
#> 269 -0.716446849  1.09691703  0.11512894  1.20014952 -0.47910238 -0.2125309
#> 270 -0.421200569 -0.26206209 -0.70872874  0.01533492  1.59294283 -1.5499574
#> 271 -0.519615996 -0.38560564 -0.55893644  0.69237184 -0.99711368 -0.2125309
#> 272 -0.539299081 -0.63269276 -1.15810566  0.18459415 -0.22009673 -0.6583397
#> 273 -0.440883654 -0.38560564 -0.70872874  0.69237184 -0.73810803 -0.6583397
#> 274 -0.637714508 -1.00332342 -0.78362489  0.86163107 -0.47910238  0.2332779
#> 275 -0.401517484 -0.63269276 -1.45769027 -0.15392430  0.29791457 -0.6583397
#> 276 -0.145637374  0.35565569 -0.78362489 -0.15392430 -0.22009673 -0.2125309
#> 277 -0.244052801  0.35565569  0.93898661  0.18459415 -0.73810803 -0.2125309
#> 278 -0.519615996 -0.63269276 -0.55893644  0.18459415 -0.73810803 -0.2125309
#> 279 -0.362151313 -0.75623631  1.08877892  1.03089029 -0.73810803  0.6790868
#> 280  2.472212977 -1.49749765  0.48960970  0.35385338 -0.99711368  1.1248956
#> 281  2.472212977 -1.12686698 -1.38279411  0.86163107 -0.73810803  1.1248956
#> 282 -0.047221948 -1.12686698 -1.15810566  1.03089029 -0.99711368  1.1248956
#> 283 -0.047221948 -1.12686698 -0.93341720  1.20014952 -0.99711368  1.1248956
#> 284  0.149608906 -1.49749765 -1.00831335  1.20014952 -0.22009673  1.1248956
#> 285 -0.440883654  0.10856858 -1.08320950  1.20014952 -0.73810803  0.6790868
#> 286 -0.440883654 -1.25041054 -0.70872874  1.20014952 -0.47910238  1.1248956
#> 287 -0.716446849  1.22046058  0.26492124          NA  0.03890892 -1.9957662
#> 288 -0.736129935  0.47919925 -0.40914413  0.52311261 -0.73810803  0.6790868
#> 289  0.110242735  0.47919925  0.19002509  0.01533492  1.33393718 -0.6583397
#> 290  2.472212977 -1.49749765 -1.00831335 -1.33873890  2.11095413 -0.6583397
#> 291 -0.716446849  0.60274280  0.56450585  0.86163107  0.03890892 -1.9957662
#> 292 -0.677080679  1.34400414  0.71429816  0.01533492 -1.25611934  0.6790868
#> 293  0.011827308  0.10856858  0.41471355  0.86163107 -0.73810803 -1.5499574
#> 294  0.936932320  0.23211214  1.16367507 -0.32318353 -1.25611934  1.5707044
#> 295  1.133763173  0.97337347  0.48960970 -0.15392430 -0.99711368 -0.2125309
#> 296 -0.677080679 -0.75623631 -0.33424798  1.03089029 -0.99711368 -0.2125309
#> 297 -0.539299081 -1.00332342 -0.93341720  0.18459415  0.55692022  0.2332779
#> 298 -0.736129935  0.10856858  1.38836353  0.52311261 -1.25611934  0.2332779
#> 299 -0.677080679 -1.25041054  0.78919431  0.52311261 -0.47910238  0.2332779
#> 300 -0.637714508 -0.75623631 -0.55893644  1.03089029 -0.99711368  1.1248956
#> 301 -0.244052801  1.09691703  0.78919431 -0.49244276  1.07493153 -0.2125309
#> 302  2.472212977 -0.75623631  1.91263660 -0.83096122 -0.73810803 -0.6583397
#> 303 -0.440883654 -0.13851853 -1.08320950  0.18459415  1.07493153 -0.6583397
#> 304 -0.244052801  0.84982991 -0.85852105 -0.15392430  0.29791457  1.1248956
#> 305 -0.244052801 -0.50914920 -1.08320950  1.20014952 -0.99711368  1.1248956
#> 306 -0.598348337  1.22046058 -0.85852105  0.35385338  2.11095413  1.5707044
#> 307 -0.244052801  0.47919925  0.04023278 -0.32318353  1.07493153 -0.2125309
#> 308 -0.244052801 -0.13851853  1.68794814  1.03089029 -0.73810803  0.2332779
#> 309 -0.558982167 -1.25041054  1.16367507  0.69237184 -0.73810803 -1.1041485
#> 310 -0.539299081 -1.12686698  1.08877892  0.86163107 -0.99711368  0.6790868
#> 311  0.149608906  0.84982991  0.93898661  0.01533492  0.81592587 -0.2125309
#> 312 -0.440883654 -1.49749765 -1.38279411 -0.49244276  1.07493153 -0.6583397
#> 313 -0.342468228 -0.63269276 -1.75727488 -0.32318353  1.85194848 -0.6583397
#> 314 -0.047221948  0.97337347  0.04023278 -1.84651659 -0.99711368  1.1248956
#> 315 -0.657397593 -1.62104120  0.19002509  0.52311261  0.03890892 -0.2125309
#> 316 -0.480249825 -1.37395409  0.48960970 -0.15392430  1.33393718  0.2332779
#> 317 -0.342468228 -0.87977987 -2.05685949 -0.49244276  0.03890892 -0.6583397
#> 318  1.133763173  0.10856858  1.08877892 -0.66170199  0.55692022 -0.6583397
#> 319 -0.716446849  1.22046058 -0.18445567  1.03089029 -0.22009673 -0.6583397
#> 320 -0.342468228  0.60274280  0.04023278  1.03089029 -0.73810803  1.5707044
#> 321 -0.539299081  1.71463481 -0.10955952  0.35385338 -0.22009673  0.6790868
#> 322 -0.440883654  0.84982991 -0.03466337  1.20014952 -0.73810803  1.5707044
#> 323 -0.637714508  0.60274280  0.04023278  1.20014952 -0.99711368  0.6790868
#> 324 -0.283418972  0.84982991 -0.10955952 -2.18503504 -0.47910238 -0.2125309
#> 325 -0.637714508  0.47919925 -0.40914413  0.69237184 -0.99711368 -0.2125309
#> 326 -0.244052801  0.84982991 -0.55893644 -0.15392430 -0.47910238 -0.2125309
#> 327 -0.716446849  1.09691703  1.08877892  0.18459415  0.81592587 -0.2125309
#> 328 -0.047221948 -0.50914920 -0.33424798 -0.32318353  0.29791457 -1.1041485
#> 329 -0.696763764 -0.38560564 -2.58113256  1.20014952 -0.99711368  1.1248956
#> 330 -0.677080679          NA -0.33424798  1.20014952 -0.47910238 -1.5499574
#> 331 -0.539299081  0.23211214 -1.53258642  1.20014952 -0.47910238 -0.2125309
#> 332 -0.755813020 -0.13851853 -0.85852105 -1.67725736  0.03890892  0.2332779
#> 333 -0.755813020  0.47919925 -1.45769027 -0.49244276  0.55692022  0.6790868
#> 334  2.472212977  1.83817836  0.93898661 -2.18503504  0.03890892  1.1248956
#> 335 -0.696763764  0.60274280 -1.98196334  0.69237184 -1.25611934  1.5707044
#> 336 -0.401517484 -1.00332342 -1.23300181  0.35385338 -0.99711368  1.5707044
#> 337 -0.244052801  0.84982991  0.04023278 -0.49244276  1.07493153 -1.5499574
#> 338 -0.539299081  1.22046058  0.86409046  0.01533492 -0.73810803  1.5707044
#> 339 -0.244052801  1.71463481  1.38836353  0.35385338  1.07493153  0.2332779
#> 340 -0.440883654 -0.50914920 -1.00831335  1.20014952 -1.25611934  1.5707044
#> 341 -0.342468228 -0.75623631 -2.05685949  1.20014952 -0.99711368  1.1248956
#> 342 -0.440883654 -1.12686698 -1.83217103  0.86163107  0.29791457  1.1248956
#> 343 -0.440883654 -0.50914920 -1.75727488  1.20014952 -0.73810803 -1.5499574
#> 344 -0.342468228          NA -1.75727488  1.03089029 -1.25611934  1.5707044
#> 345 -0.558982167 -0.50914920 -1.53258642 -0.32318353 -0.73810803  0.2332779
#> 346 -0.244052801  2.95007036 -0.85852105  0.52311261 -0.73810803 -0.2125309
#> 347 -0.440883654 -1.12686698 -0.18445567  0.52311261 -0.99711368  0.2332779
#> 348 -0.539299081  0.60274280  0.04023278 -0.49244276  1.33393718 -1.1041485
#> 349 -0.716446849 -0.13851853 -1.15810566  1.20014952 -1.25611934  1.5707044
#> 350 -0.736129935  0.72628636 -1.00831335  0.86163107 -0.99711368  0.6790868
#> 351  0.149608906  0.23211214 -0.25935183 -1.84651659 -0.73810803 -0.6583397
#> 352 -0.677080679  1.34400414  0.93898661  1.20014952 -1.25611934  1.1248956
#> 353 -0.440883654 -0.38560564 -0.70872874  0.35385338 -0.47910238 -1.5499574
#> 354 -0.558982167 -0.50914920 -0.85852105  1.03089029 -0.47910238 -0.2125309
#> 355 -0.480249825 -0.63269276 -0.78362489  0.18459415 -0.22009673 -0.6583397
#> 356 -0.519615996 -0.50914920  0.11512894 -0.15392430  1.59294283 -1.5499574
#> 357 -0.440883654  1.22046058  1.01388277 -1.00022044 -0.73810803 -0.2125309
#> 358 -0.539299081 -0.75623631 -2.28154795          NA -0.47910238  0.2332779
#> 359 -0.342468228 -0.01497498  1.23857122  0.01533492  0.29791457 -1.1041485
#> 360 -0.480249825  0.47919925  0.63940200  1.20014952 -0.99711368  0.2332779
#> 361 -0.401517484  1.46754769  0.93898661 -0.32318353  0.03890892 -0.2125309
#> 362 -0.480249825  0.23211214  0.41471355  0.35385338 -0.73810803 -0.6583397
#> 363  0.110242735 -0.26206209  1.68794814  1.03089029 -1.25611934  0.6790868
#> 364  0.346439759 -1.74458476 -0.70872874  0.18459415 -0.47910238  1.1248956
#> 365 -0.637714508 -0.75623631 -0.85852105  0.69237184 -0.99711368  0.2332779
#> 366 -0.696763764 -0.75623631 -0.03466337  1.20014952 -1.25611934  1.5707044
#> 367 -0.736129935 -1.25041054 -0.70872874  1.20014952 -1.25611934  1.5707044
#> 368 -0.145637374 -0.01497498  0.63940200  0.18459415  0.03890892 -0.2125309
#> 369 -0.283418972  0.35565569 -0.03466337  0.86163107  0.03890892 -0.6583397
#> 370 -0.736129935 -0.38560564  0.33981739  0.86163107 -0.73810803  1.1248956
#> 371 -0.342468228  0.60274280 -1.15810566  0.86163107 -0.99711368  0.6790868
#> 372 -0.047221948  0.84982991 -0.40914413 -0.49244276 -0.47910238  0.2332779
#> 373  0.129925821  1.09691703 -0.10955952 -1.33873890  1.59294283  0.2332779
#> 374 -0.755813020 -0.38560564 -0.03466337  1.03089029  1.07493153 -1.9957662
#> 375  0.543270613  1.83817836  1.01388277  0.86163107 -0.22009673 -0.2125309
#> 376 -0.716446849 -0.13851853  0.04023278  0.01533492  0.81592587 -2.4415750
#> 377 -0.696763764 -1.49749765 -1.68237873  0.01533492 -0.47910238  0.2332779
#> 378 -0.047221948  0.23211214 -0.18445567  0.69237184 -0.73810803  1.5707044
#> 379  0.149608906 -1.25041054 -0.40914413 -1.00022044 -0.73810803  0.2332779
#> 380 -0.244052801 -0.26206209 -0.10955952 -2.01577581  0.03890892 -0.6583397
#> 381  0.543270613 -0.75623631 -0.63383259 -1.00022044  1.59294283 -0.6583397
#> 382 -0.558982167 -1.12686698 -0.48404028  0.69237184  0.03890892 -1.5499574
#> 383  0.543270613  0.35565569 -0.85852105 -0.49244276  0.29791457  0.2332779
#> 384 -0.696763764  1.71463481  0.86409046 -0.83096122  1.33393718 -1.1041485
#> 385 -0.716446849  0.23211214 -0.33424798  0.18459415 -0.73810803  0.6790868
#> 386 -0.558982167 -1.12686698 -0.55893644  1.20014952 -0.99711368 -0.2125309
#> 387 -0.637714508 -0.13851853  0.86409046  1.03089029 -1.25611934  1.1248956
#> 388 -0.342468228  0.60274280 -0.48404028 -1.50799813  1.07493153  0.6790868
#> 389 -0.736129935  0.47919925  0.04023278  0.69237184  0.03890892  0.6790868
#> 390 -0.618031423  0.35565569 -0.33424798  0.35385338  0.55692022 -1.9957662
#> 391  1.527424880  0.72628636 -0.48404028 -1.84651659  0.81592587 -1.1041485
#> 392 -0.480249825  0.47919925  0.41471355  0.52311261 -0.47910238 -0.2125309
#> 393 -0.716446849 -1.37395409  1.16367507  1.20014952 -0.73810803 -0.2125309
#> 394 -0.440883654 -1.12686698 -1.45769027  0.01533492  1.33393718  0.2332779
#> 395 -0.539299081 -0.38560564 -1.75727488 -0.15392430  1.33393718 -0.2125309
#> 396 -0.145637374 -0.75623631  1.23857122 -1.84651659  2.36995978 -0.2125309
#> 397 -0.539299081 -0.38560564 -1.60748257 -0.32318353  1.33393718 -0.6583397
#> 398 -0.539299081  0.10856858 -0.93341720 -0.32318353  1.33393718 -0.6583397
#> 399  1.527424880 -1.49749765  0.71429816 -1.33873890  0.81592587 -0.2125309
#> 400 -0.283418972 -0.26206209  2.21222121  0.01533492 -0.73810803  1.1248956
#> 401 -0.637714508 -0.01497498 -0.70872874 -1.84651659  0.03890892  0.2332779
#> 402  1.527424880 -0.87977987  1.23857122 -0.32318353  0.03890892  0.2332779
#> 403  1.133763173  1.34400414  0.19002509 -0.83096122  2.62896543 -1.1041485
#> 404 -0.480249825  1.34400414  0.78919431  0.52311261 -0.22009673  1.1248956
#> 405 -0.677080679 -1.62104120 -0.78362489  1.20014952  0.55692022 -0.2125309
#> 406 -0.047221948  0.10856858 -0.03466337  1.20014952 -0.22009673 -1.1041485
#> 407  1.921086587  0.23211214  0.11512894  0.35385338 -0.73810803  0.2332779
#> 408 -0.716446849  0.72628636 -0.55893644  0.69237184 -0.99711368 -0.2125309
#> 409 -0.618031423  0.47919925  0.78919431 -1.00022044  0.03890892 -2.4415750
#> 410 -0.539299081  0.72628636  0.26492124  0.01533492  0.29791457 -0.2125309
#> 411  0.740101466  0.60274280  0.48960970 -1.84651659  0.29791457  1.1248956
#> 412 -0.736129935 -1.74458476 -0.85852105  1.03089029 -0.73810803 -0.6583397
#> 413 -0.716446849 -1.00332342  0.71429816  1.03089029 -0.47910238 -0.2125309
#> 414 -0.047221948 -1.37395409  1.08877892  0.52311261  0.03890892 -0.2125309
#> 415 -0.736129935 -1.74458476  1.01388277  0.86163107 -0.73810803 -0.2125309
#> 416 -0.696763764 -0.75623631  1.16367507  0.69237184 -0.22009673 -0.2125309
#> 417 -0.755813020 -1.37395409 -0.10955952  1.03089029  0.29791457 -1.1041485
#> 418 -0.362151313 -1.49749765  0.48960970 -0.66170199 -0.22009673 -0.2125309
#> 419 -0.283418972 -0.75623631 -0.40914413 -1.67725736  1.33393718 -0.6583397
#> 420 -0.342468228  0.60274280  0.48960970 -0.32318353 -0.47910238 -0.2125309
#> 421  1.921086587  2.33235258  1.01388277 -0.49244276  1.59294283 -0.2125309
#> 422 -0.558982167 -0.13851853 -1.30789796  0.18459415 -0.47910238  0.2332779
#> 423 -0.047221948  0.35565569  1.61305199 -1.67725736  1.07493153  0.6790868
#> 424 -0.736129935  1.22046058 -1.83217103  0.18459415 -0.47910238 -0.2125309
#> 425 -0.440883654  0.60274280 -0.48404028 -0.83096122 -0.47910238 -1.1041485
#> 426  2.472212977 -1.12686698  0.63940200 -2.01577581  0.55692022 -1.1041485
#> 427 -0.047221948 -0.13851853  0.41471355  0.18459415 -0.22009673  0.2332779
#> 428  0.740101466  0.35565569 -0.18445567 -1.00022044 -0.22009673  0.6790868
#> 429  1.527424880  1.83817836 -1.45769027 -1.84651659 -0.47910238  0.6790868
#> 430  2.314748294  1.22046058  0.41471355  0.35385338 -0.22009673  1.5707044
#> 431 -0.696763764 -0.75623631 -1.68237873  1.03089029 -0.99711368 -0.6583397
#> 432 -0.696763764  0.10856858 -1.23300181  0.18459415  0.81592587 -0.6583397
#> 433 -0.755813020  0.60274280  0.56450585  0.52311261  0.03890892 -0.2125309
#> 434 -0.716446849 -0.13851853 -0.03466337  1.03089029 -0.47910238  0.2332779
#> 435 -0.558982167  0.47919925  2.66159812  0.69237184  0.29791457 -0.6583397
#> 436 -0.696763764 -0.26206209 -0.03466337  1.20014952  0.29791457 -0.2125309
#> 437 -0.283418972  0.35565569 -0.55893644  0.35385338  0.29791457 -1.5499574
#> 438 -0.342468228  0.23211214  0.41471355 -1.16947967  0.03890892 -0.2125309
#> 439 -0.283418972 -0.87977987  1.53815583  0.52311261 -0.73810803  1.1248956
#> 440 -0.696763764  1.09691703 -0.25935183  0.52311261  0.29791457 -1.5499574
#> 441 -0.421200569  0.10856858 -0.25935183          NA -0.47910238 -1.1041485
#> 442 -0.244052801 -0.01497498 -0.03466337 -0.49244276  0.81592587  1.1248956
#> 443 -0.342468228 -1.62104120  0.11512894 -0.83096122  1.59294283  1.1248956
#> 444  0.444855186  0.84982991 -0.18445567  0.69237184 -0.22009673 -0.2125309
#> 445 -0.480249825  0.72628636 -0.78362489  0.35385338  0.55692022 -2.4415750
#> 446 -0.047221948 -0.01497498 -0.78362489 -1.67725736 -0.22009673  0.2332779
#> 447 -0.440883654  0.60274280  0.41471355  0.01533492  0.03890892  0.2332779
#> 448  0.740101466          NA  1.38836353 -0.83096122  0.03890892 -0.6583397
#> 449 -0.696763764  0.97337347  0.19002509 -0.15392430  0.55692022 -1.1041485
#> 450  0.149608906 -1.00332342  0.93898661 -0.15392430  0.81592587  0.2332779
#> 451 -0.244052801 -1.00332342 -0.48404028  0.69237184 -0.99711368  1.1248956
#> 452 -0.637714508 -0.38560564 -0.63383259  1.20014952 -0.47910238  0.2332779
#> 453 -0.677080679  0.10856858          NA  1.20014952 -0.73810803  0.6790868
#> 454 -0.716446849  0.23211214 -2.28154795  1.03089029 -1.25611934  1.1248956
#> 455 -0.716446849  1.34400414 -2.13175564  0.52311261 -0.99711368  0.2332779
#> 456 -0.007855777  0.35565569  0.26492124 -1.00022044  1.59294283 -2.4415750
#> 457 -0.637714508 -0.26206209 -0.03466337  1.03089029 -1.25611934  1.5707044
#> 458 -0.244052801  1.96172192  0.78919431 -1.33873890 -1.25611934  0.2332779
#> 459 -0.539299081  0.84982991  0.19002509  1.03089029 -1.25611934  0.6790868
#> 460 -0.637714508  0.35565569 -0.93341720  1.03089029 -0.22009673  1.1248956
#> 461 -0.637714508  1.34400414  0.33981739  0.52311261 -0.99711368  0.2332779
#> 462  1.724255734 -0.01497498  1.68794814  0.35385338 -0.22009673  0.6790868
#> 463  2.314748294  1.96172192  1.16367507 -2.18503504 -0.22009673 -0.2125309
#> 464  2.472212977  0.97337347  0.19002509 -0.66170199  1.07493153 -1.1041485
#> 465 -0.362151313 -0.13851853  1.61305199 -1.67725736  0.29791457 -0.2125309
#> 466 -0.362151313  0.47919925 -0.03466337 -1.67725736  0.55692022  0.2332779
#> 467 -0.244052801 -0.50914920 -0.03466337 -1.67725736  0.55692022 -0.2125309
#> 468 -0.440883654  0.10856858  0.33981739  0.86163107 -1.25611934  1.1248956
#> 469 -0.637714508 -0.87977987 -0.40914413  0.86163107 -0.73810803 -0.2125309
#> 470 -0.696763764 -0.38560564 -1.38279411  1.03089029 -1.25611934  0.2332779
#> 471  1.527424880  0.60274280  0.41471355 -1.67725736  1.33393718  0.2332779
#> 472 -0.716446849 -1.62104120 -1.45769027  1.03089029 -1.25611934  1.5707044
#> 473 -0.716446849 -0.26206209 -1.08320950  0.69237184 -0.47910238 -0.2125309
#> 474 -0.637714508  0.60274280  0.19002509  1.20014952 -0.73810803  0.6790868
#> 475 -0.440883654 -1.37395409  0.48960970  1.20014952 -0.73810803  0.6790868
#> 476 -0.736129935 -0.13851853 -0.78362489          NA -1.25611934  1.5707044
#> 477  0.346439759 -1.74458476  0.19002509 -1.00022044  0.03890892 -0.6583397
#> 478 -0.440883654 -0.87977987 -1.15810566  0.86163107  0.55692022 -0.2125309
#> 479 -0.716446849 -1.49749765  0.04023278  1.20014952 -1.25611934  1.1248956
#> 480 -0.637714508 -0.13851853 -2.13175564  0.35385338 -0.47910238  0.2332779
#> 481  0.818833808 -1.49749765  0.93898661 -1.84651659  2.11095413  1.1248956
#> 482 -0.677080679  0.35565569  0.33981739  0.69237184 -1.25611934 -0.6583397
#> 483  2.472212977 -0.50914920  1.61305199  0.01533492 -0.99711368  1.5707044
#> 484 -0.047221948  0.35565569 -1.75727488 -0.32318353 -0.73810803  0.6790868
#> 485 -0.047221948 -0.01497498 -0.85852105 -0.32318353 -0.22009673  0.2332779
#> 486 -0.440883654 -0.38560564 -1.15810566 -0.32318353 -0.47910238  1.5707044
#> 487  0.267707418  1.22046058  0.71429816 -0.15392430  0.55692022  0.6790868
#> 488 -0.716446849  1.59109125  0.26492124  1.20014952 -1.25611934 -0.6583397
#> 489 -0.696763764 -1.62104120 -0.93341720  1.20014952 -0.99711368  1.1248956
#> 490 -0.598348337  1.22046058  0.78919431  0.52311261 -0.99711368 -0.2125309
#> 491 -0.637714508 -0.01497498 -1.60748257  0.35385338 -0.47910238  0.2332779
#> 492 -0.558982167 -0.75623631 -1.15810566  0.35385338 -0.99711368 -0.2125309
#> 493 -0.283418972  1.22046058  0.86409046 -0.66170199  0.03890892 -0.2125309
#> 494 -0.598348337 -0.01497498 -1.68237873  0.35385338 -0.47910238 -1.1041485
#> 495 -0.283418972          NA -0.78362489  0.01533492  0.55692022 -1.1041485
#> 496 -0.618031423  0.23211214 -1.83217103  0.35385338 -0.22009673 -0.2125309
#> 497 -0.519615996  0.60274280  0.63940200  0.69237184 -0.99711368 -0.2125309
#> 498 -0.598348337 -0.26206209 -0.55893644  0.01533492 -0.22009673 -1.1041485
#> 499 -0.401517484 -0.75623631 -0.78362489  0.01533492  1.33393718 -1.5499574
#> 500 -0.499932911 -0.01497498 -0.70872874  1.03089029 -0.47910238 -0.2125309
#> 501 -0.519615996 -0.75623631 -0.48404028  0.69237184  2.62896543  0.2332779
#> 502  0.149608906  0.10856858 -0.33424798 -2.18503504 -0.99711368 -0.2125309
#> 503 -0.716446849 -0.75623631 -0.55893644  0.69237184 -0.73810803  0.2332779
#> 504 -0.736129935  1.09691703 -0.55893644  0.35385338  1.85194848 -0.2125309
#> 505  0.051193479  0.35565569  0.48960970 -1.84651659 -0.22009673 -0.6583397
#> 506 -0.519615996  1.71463481  0.86409046 -0.83096122  1.59294283 -0.6583397
#> 507 -0.539299081 -1.12686698 -1.60748257  0.01533492  1.07493153 -0.6583397
#> 508 -0.440883654 -1.25041054  1.38836353 -0.66170199  1.59294283 -0.6583397
#> 509 -0.440883654 -1.12686698 -1.38279411 -0.32318353  0.81592587 -1.1041485
#> 510 -0.677080679  0.84982991  0.56450585 -0.66170199  1.85194848 -2.8873838
#> 511 -0.677080679 -0.50914920  0.93898661  0.86163107 -0.47910238  0.2332779
#> 512 -0.539299081  0.23211214 -0.03466337 -0.15392430  0.29791457 -1.5499574
#> 513 -0.637714508 -1.74458476 -1.38279411 -0.49244276  0.81592587  1.1248956
#> 514 -0.539299081  0.84982991  0.26492124  0.86163107 -1.25611934  0.6790868
#> 515 -0.303102057  1.46754769  0.63940200  0.52311261 -0.99711368  1.1248956
#> 516 -0.558982167 -0.87977987  1.23857122  0.18459415  2.62896543 -1.9957662
#> 517 -0.283418972  0.97337347 -0.03466337 -0.49244276 -0.99711368  1.1248956
#> 518  2.472212977 -0.26206209  1.83774044 -1.50799813  2.11095413         NA
#> 519  2.472212977 -1.74458476  0.86409046 -2.18503504  1.85194848 -0.2125309
#> 520 -0.421200569  0.23211214  0.33981739  1.03089029 -0.47910238  0.2332779
#> 521 -0.598348337 -0.87977987  0.63940200  1.03089029 -1.25611934  0.2332779
#> 522  0.385805930  1.71463481 -0.40914413 -0.32318353  3.40598239  0.6790868
#> 523 -0.440883654 -1.74458476 -0.18445567  0.69237184 -0.73810803 -0.2125309
#> 524 -0.696763764 -0.26206209 -1.38279411  0.52311261 -0.22009673 -0.2125309
#> 525 -0.637714508 -0.26206209  0.41471355  0.52311261 -1.25611934  1.5707044
#> 526 -0.440883654 -0.38560564 -0.85852105  0.52311261 -0.22009673 -1.5499574
#> 527 -0.677080679  0.72628636 -0.10955952  0.86163107 -0.73810803 -0.6583397
#> 528 -0.657397593 -0.01497498 -0.33424798  0.86163107 -0.99711368  1.1248956
#> 529 -0.598348337  0.35565569 -0.55893644  0.86163107  0.03890892 -1.5499574
#> 530 -0.637714508  0.47919925  0.19002509  0.86163107 -0.73810803  1.1248956
#> 531 -0.145637374  0.84982991 -0.18445567 -0.66170199  2.11095413 -1.9957662
#> 532 -0.736129935 -1.00332342 -0.63383259  1.20014952 -1.25611934  1.5707044
#> 533 -0.480249825 -0.50914920 -0.25935183 -0.66170199  0.03890892 -0.2125309
#> 534 -0.539299081  0.47919925 -0.40914413  0.86163107 -0.73810803  0.2332779
#> 535 -0.716446849 -0.13851853 -0.93341720  1.03089029 -0.73810803 -0.2125309
#> 536 -0.677080679 -0.63269276 -0.40914413  1.20014952 -0.99711368  0.2332779
#> 537 -0.598348337  1.09691703 -1.00831335  1.20014952 -0.47910238 -0.2125309
#> 538 -0.342468228  0.84982991 -1.83217103 -2.18503504 -0.99711368 -0.6583397
#> 539 -0.637714508  0.35565569 -0.25935183 -0.15392430  1.33393718 -1.9957662
#> 540 -0.047221948  1.22046058 -0.40914413          NA  0.03890892 -0.2125309
#> 541 -0.440883654  1.46754769  0.71429816 -0.66170199          NA -0.2125309
#> 542 -0.716446849  1.34400414  0.04023278  0.35385338 -0.73810803  0.6790868
#> 543  2.472212977 -0.26206209  0.86409046  0.52311261 -0.73810803  1.1248956
#> 544 -0.755813020 -1.74458476 -0.10955952  1.20014952 -0.99711368  0.2332779
#> 545  2.472212977 -1.25041054 -0.93341720  1.03089029 -1.25611934  1.1248956
#> 546 -0.362151313 -1.37395409 -0.70872874  0.52311261 -0.99711368  0.6790868
#> 547 -0.342468228 -1.12686698 -0.03466337  0.01533492 -0.73810803  1.5707044
#> 548 -0.047221948  0.35565569  0.63940200 -1.33873890  1.33393718 -0.2125309
#> 549 -0.480249825 -0.26206209 -0.85852105  0.35385338  1.33393718 -1.5499574
#> 550 -0.440883654  0.35565569 -1.68237873  0.35385338 -0.99711368 -1.1041485
#> 551 -0.047221948 -1.25041054 -1.00831335 -0.32318353 -0.73810803  1.1248956
#> 552 -0.716446849  0.23211214 -0.70872874  1.20014952 -0.73810803  1.1248956
#> 553 -0.736129935  0.84982991 -0.25935183  1.20014952 -0.47910238 -0.2125309
#> 554 -0.244052801  0.72628636 -0.33424798  1.20014952 -0.73810803  1.5707044
#> 555 -0.558982167 -1.49749765 -2.20665179  0.86163107 -1.25611934 -0.2125309
#> 556 -0.677080679 -1.12686698 -0.78362489  1.20014952 -0.99711368  1.5707044
#> 557 -0.283418972 -0.13851853  0.56450585 -1.67725736  3.92399369  1.1248956
#> 558  0.051193479  0.47919925 -1.38279411 -2.18503504  3.40598239  1.1248956
#> 559 -0.047221948  0.23211214 -1.00831335 -1.67725736  0.55692022  1.1248956
#> 560 -0.244052801 -0.63269276 -0.03466337 -0.32318353  4.18299934  1.1248956
#> 561 -0.283418972 -0.13851853  0.33981739 -1.00022044  1.07493153  1.1248956
#> 562  0.149608906  0.47919925 -0.40914413 -0.15392430 -0.22009673  1.5707044
#> 563  0.818833808 -1.25041054  0.86409046 -1.00022044  0.81592587  0.2332779
#> 564 -0.598348337  2.20880903  0.56450585  0.35385338 -1.25611934 -0.6583397
#> 565 -0.047221948 -1.12686698 -1.68237873 -0.49244276 -0.73810803  1.5707044
#> 566 -0.637714508  1.59109125  0.33981739  0.86163107 -1.25611934  1.1248956
#> 567 -0.539299081  1.46754769 -0.03466337  1.20014952 -1.25611934  1.5707044
#> 568 -0.047221948 -1.74458476  0.71429816  0.01533492 -0.99711368  0.6790868
#> 569 -0.362151313          NA  1.98753275 -0.49244276  0.29791457 -0.2125309
#> 570  2.472212977  1.83817836  0.56450585 -2.01577581  1.85194848 -0.6583397
#> 571  2.314748294 -1.25041054 -0.55893644 -0.49244276  0.81592587 -0.6583397
#> 572  2.354114465 -0.13851853  1.61305199 -2.01577581  0.55692022  0.2332779
#> 573  1.133763173  0.97337347 -0.33424798 -2.18503504  2.11095413 -0.6583397
#> 574  1.330594027  0.35565569 -0.40914413 -0.66170199  2.11095413 -0.6583397
#> 575  1.921086587  0.60274280  0.63940200 -1.84651659  0.55692022 -0.6583397
#> 576 -0.342468228 -0.01497498 -0.33424798  0.01533492 -0.47910238 -0.2125309
#> 577 -0.539299081  0.72628636 -0.33424798 -0.66170199 -0.22009673 -1.1041485
#> 578 -0.145637374 -1.74458476  0.48960970  1.03089029  0.81592587 -1.1041485
#> 579 -0.244052801 -0.38560564 -1.98196334 -0.66170199 -1.25611934  1.5707044
#> 580 -0.047221948 -1.74458476  0.71429816  0.01533492  0.55692022 -0.6583397
#> 581 -0.637714508 -0.13851853  0.26492124 -2.18503504 -0.22009673  1.1248956
#> 582 -0.342468228  1.46754769  0.19002509  1.03089029  0.29791457 -1.1041485
#> 583 -0.598348337  1.09691703  0.71429816  0.52311261  1.07493153 -1.9957662
#> 584 -0.145637374  0.47919925  1.83774044  0.01533492  0.29791457 -1.1041485
#> 585 -0.637714508 -0.75623631 -1.30789796  1.20014952 -0.47910238  0.2332779
#> 586 -0.244052801 -0.01497498  0.41471355  1.20014952  1.33393718 -1.9957662
#> 587 -0.637714508  0.84982991  0.63940200  1.03089029 -0.47910238  0.2332779
#> 588  1.133763173  0.35565569 -0.85852105 -2.18503504  0.03890892 -0.2125309
#> 589 -0.598348337 -0.50914920  0.04023278 -0.49244276 -0.22009673 -0.2125309
#> 590  0.267707418 -1.62104120  0.78919431 -0.83096122 -1.25611934  0.6790868
#> 591 -0.047221948  1.71463481  0.86409046  0.52311261 -0.99711368 -0.2125309
#> 592 -0.244052801  0.84982991 -0.10955952 -2.18503504  0.81592587 -1.5499574
#> 593  0.346439759  0.84982991  1.83774044 -1.16947967  0.29791457 -1.1041485
#> 594  1.133763173 -1.25041054 -0.48404028 -0.66170199 -0.22009673  0.6790868
#> 595 -0.440883654 -1.62104120  1.01388277 -1.00022044 -1.25611934  1.5707044
#> 596 -0.145637374  0.47919925 -1.90706718 -2.01577581  1.59294283 -1.9957662
#> 597  2.472212977 -1.74458476 -0.78362489 -0.49244276  1.33393718 -1.1041485
#> 598 -0.401517484 -1.00332342 -1.00831335  0.86163107  0.03890892 -0.6583397
#> 599  0.346439759  0.47919925 -0.03466337 -2.18503504  1.59294283 -1.5499574
#> 600 -0.362151313  1.59109125 -1.90706718 -1.84651659  1.33393718 -0.2125309
#> 601 -0.440883654  0.47919925  1.83774044 -0.49244276  0.29791457  0.2332779
#> 602  0.543270613  1.96172192  0.33981739 -1.84651659 -0.47910238  0.2332779
#> 603 -0.342468228 -0.38560564 -0.78362489  0.01533492  1.85194848 -0.6583397
#> 604 -0.716446849  0.23211214  0.04023278  1.20014952 -1.25611934  0.6790868
#> 605 -0.480249825 -0.01497498 -1.90706718  1.03089029 -0.99711368  0.6790868
#> 606 -0.637714508  0.97337347  0.26492124  1.03089029 -0.47910238 -2.4415750
#> 607 -0.539299081 -0.63269276 -0.48404028  1.20014952  1.59294283  0.2332779
#> 608 -0.440883654 -1.12686698 -1.38279411  1.03089029  1.33393718 -0.6583397
#> 609 -0.440883654  0.10856858 -1.75727488  0.86163107  1.85194848  0.2332779
#> 610 -0.637714508 -0.50914920 -0.25935183  0.86163107 -0.99711368  1.5707044
#> 611 -0.401517484 -1.37395409 -1.30789796  0.35385338  0.03890892  0.6790868
#> 612 -0.539299081 -1.25041054 -1.15810566 -0.49244276 -0.47910238  0.2332779
#> 613  0.110242735 -1.37395409  0.33981739 -0.66170199  0.55692022 -1.1041485
#> 614  0.740101466 -1.12686698 -1.53258642 -1.16947967 -0.47910238  1.1248956
#> 615  0.681052210  1.22046058  0.41471355  0.69237184  0.29791457  0.2332779
#> 616 -0.716446849          NA -1.75727488  0.69237184 -0.73810803 -0.6583397
#> 617 -0.716446849  0.47919925 -2.20665179  0.01533492 -0.99711368  0.6790868
#> 618 -0.677080679 -1.12686698 -1.75727488  0.69237184 -0.99711368  1.5707044
#> 619 -0.440883654  0.35565569 -1.08320950  0.52311261 -0.73810803 -0.2125309
#> 620 -0.440883654  0.60274280 -1.00831335 -0.83096122  0.81592587  1.1248956
#> 621 -0.677080679  0.35565569 -0.18445567  0.69237184 -0.22009673 -1.1041485
#> 622 -0.716446849  0.10856858 -0.33424798  1.03089029 -1.25611934 -0.2125309
#> 623 -0.677080679  0.84982991  0.48960970  0.69237184 -0.99711368 -0.6583397
#> 624 -0.539299081 -1.25041054 -1.38279411 -0.66170199 -0.22009673  1.5707044
#> 625 -0.637714508  0.97337347 -0.03466337 -0.15392430  2.36995978 -2.8873838
#> 626 -0.637714508 -1.00332342 -1.38279411  0.69237184 -0.99711368  1.1248956
#> 627 -0.539299081 -1.62104120 -1.08320950 -1.16947967 -0.22009673  1.1248956
#> 628 -0.677080679  0.72628636  0.04023278 -1.33873890 -0.47910238  0.6790868
#> 629 -0.716446849  0.72628636  0.86409046  0.52311261 -0.47910238  0.6790868
#> 630  0.267707418  1.96172192  0.71429816  0.69237184 -0.22009673  0.6790868
#> 631 -0.716446849 -0.38560564 -0.03466337  0.69237184 -0.47910238  0.2332779
#> 632 -0.677080679 -1.25041054  0.78919431 -1.33873890 -0.22009673 -0.6583397
#> 633 -0.283418972 -1.37395409 -0.78362489  0.86163107 -0.73810803 -0.6583397
#> 634 -0.440883654  0.35565569  0.33981739  0.86163107  0.29791457 -0.6583397
#> 635  0.543270613  1.59109125  1.01388277 -0.32318353  1.33393718 -1.5499574
#> 636 -0.677080679 -1.62104120 -1.75727488  1.20014952 -0.73810803 -1.1041485
#> 637 -0.696763764 -0.63269276 -2.20665179  0.35385338 -0.99711368 -0.2125309
#> 638 -0.637714508 -0.50914920  0.19002509  0.69237184 -0.99711368 -0.2125309
#> 639 -0.637714508  1.34400414 -0.70872874  0.52311261 -0.73810803  0.6790868
#> 640 -0.637714508 -0.87977987  1.16367507 -0.32318353  0.29791457 -1.1041485
#> 641  2.472212977  1.59109125 -1.68237873  0.69237184  0.55692022 -1.1041485
#> 642 -0.047221948 -1.12686698  0.71429816 -0.15392430  0.55692022  1.1248956
#> 643 -0.047221948 -0.01497498 -0.70872874  0.01533492 -0.73810803  1.5707044
#> 644 -0.244052801 -0.01497498 -0.85852105 -0.15392430  0.03890892  1.5707044
#> 645 -0.244052801 -1.25041054 -0.85852105  0.35385338 -0.99711368  1.5707044
#> 646 -0.283418972 -1.12686698 -0.93341720  0.18459415 -0.22009673 -0.2125309
#> 647 -0.558982167  0.35565569  1.76284429          NA -0.47910238 -0.2125309
#> 648 -0.047221948 -0.01497498 -0.48404028 -0.83096122 -0.22009673 -0.2125309
#> 649 -0.637714508 -0.87977987  1.23857122  0.52311261 -0.22009673  0.2332779
#> 650 -0.755813020 -0.38560564 -2.35644410  0.86163107 -0.47910238 -0.2125309
#> 651 -0.558982167 -1.74458476 -1.23300181  0.86163107 -0.47910238  1.1248956
#> 652 -0.007855777  1.59109125  0.78919431 -0.15392430 -0.47910238  1.1248956
#> 653 -0.007855777 -1.12686698 -0.25935183 -0.66170199  0.03890892 -1.5499574
#> 654  0.444855186  1.22046058  1.16367507 -1.50799813  0.29791457 -0.6583397
#> 655 -0.736129935 -0.87977987 -0.70872874  1.20014952 -1.25611934  1.5707044
#> 656 -0.637714508 -0.50914920 -0.48404028  1.03089029 -0.99711368  1.1248956
#> 657  0.051193479 -0.75623631 -0.93341720  0.01533492  0.03890892  1.1248956
#> 658  0.248024333  0.35565569  0.11512894  0.35385338 -0.99711368  1.1248956
#> 659  0.149608906  0.10856858  0.48960970  0.35385338 -0.99711368  1.5707044
#> 660 -0.145637374  0.35565569  0.19002509 -0.66170199  0.29791457  1.1248956
#> 661 -0.047221948  0.35565569  0.93898661  0.52311261 -0.47910238  1.1248956
#> 662 -0.539299081 -1.00332342 -0.55893644  0.86163107  0.03890892 -0.2125309
#> 663 -0.677080679 -0.26206209  0.11512894  1.03089029  1.07493153 -2.8873838
#> 664 -0.342468228 -0.75623631 -1.00831335 -0.15392430 -0.99711368  0.2332779
#> 665 -0.736129935  0.10856858 -0.18445567  1.03089029 -0.47910238 -0.2125309
#> 666 -0.736129935 -1.00332342 -1.23300181  1.03089029  0.29791457  0.2332779
#> 667 -0.755813020 -1.74458476  0.33981739  1.03089029 -0.47910238 -0.2125309
#> 668 -0.558982167  0.47919925  0.26492124  1.03089029 -0.73810803 -1.1041485
#> 669 -0.440883654 -1.49749765 -2.13175564  1.20014952 -0.47910238  0.2332779
#> 670 -0.637714508 -1.37395409 -0.78362489  0.52311261  0.03890892  0.2332779
#> 671  0.149608906 -1.00332342  1.16367507  0.52311261 -0.22009673 -0.6583397
#> 672 -0.519615996 -0.26206209 -1.38279411  0.35385338 -0.73810803 -0.6583397
#> 673 -0.401517484 -0.87977987 -0.40914413  0.18459415 -0.47910238 -1.5499574
#> 674  1.133763173 -1.37395409  0.93898661          NA -0.73810803  1.1248956
#> 675  1.133763173 -0.26206209 -0.70872874 -1.16947967  0.29791457 -1.9957662
#> 676 -0.244052801 -1.12686698  1.53815583  1.03089029 -0.47910238 -0.2125309
#> 677  1.527424880  0.60274280  1.76284429 -1.16947967 -0.73810803  1.1248956
#> 678  1.133763173  1.22046058  0.56450585 -0.32318353 -0.47910238  0.2332779
#> 679 -0.637714508 -1.37395409 -0.93341720  1.03089029 -0.99711368 -0.2125309
#> 680  1.527424880  1.22046058  0.78919431  0.35385338 -1.25611934  1.1248956
#> 681 -0.716446849 -1.37395409 -2.50623640  1.20014952 -0.99711368  1.1248956
#> 682 -0.716446849 -0.87977987 -1.98196334  1.03089029 -1.25611934  0.6790868
#> 683 -0.736129935 -0.13851853 -0.03466337  0.86163107 -1.25611934  0.6790868
#> 684 -0.637714508  0.60274280 -0.18445567  0.01533492 -0.73810803  0.6790868
#> 685 -0.657397593  1.59109125  0.04023278  0.86163107 -0.99711368  0.2332779
#> 686 -0.657397593 -1.37395409  1.16367507  1.03089029 -0.22009673  0.2332779
#> 687 -0.598348337 -1.62104120 -0.78362489  1.03089029 -0.73810803  0.2332779
#> 688 -0.440883654 -1.00332342  1.16367507  0.86163107 -0.47910238  0.2332779
#> 689 -0.637714508 -1.74458476  1.23857122  1.03089029  0.03890892 -0.2125309
#> 690  2.314748294  0.23211214  0.48960970  0.18459415 -0.22009673 -0.2125309
#> 691  1.133763173  0.35565569 -0.40914413  0.01533492 -1.25611934  1.1248956
#> 692 -0.440883654 -0.50914920 -1.53258642 -0.66170199  1.07493153 -0.2125309
#> 693  0.267707418  0.10856858  0.26492124 -0.49244276  0.03890892 -0.2125309
#> 694 -0.696763764 -1.12686698 -1.23300181  1.03089029 -0.47910238  0.2332779
#> 695 -0.145637374  1.46754769 -0.78362489 -1.84651659 -0.99711368  0.6790868
#> 696  1.527424880  1.83817836  1.46325968 -0.83096122  0.03890892  0.2332779
#> 697  0.346439759 -1.62104120  0.56450585  0.69237184  2.88797109 -1.1041485
#> 698 -0.637714508  0.97337347  0.04023278 -2.01577581 -0.47910238 -1.5499574
#> 699 -0.558982167  0.84982991  0.26492124  0.01533492 -0.47910238  0.2332779
#> 700 -0.421200569  0.47919925 -0.55893644 -1.84651659  1.59294283 -1.5499574
#> 701 -0.637714508 -0.75623631  0.04023278  0.35385338  0.29791457 -1.1041485
#> 702 -0.696763764 -1.12686698 -0.40914413  1.20014952  0.03890892 -0.2125309
#> 703 -0.480249825 -0.75623631  1.23857122 -0.83096122  1.59294283 -0.2125309
#> 704 -0.755813020  0.47919925 -0.33424798  1.20014952 -0.73810803 -0.2125309
#> 705 -0.677080679 -0.38560564 -0.48404028  0.86163107  0.03890892 -0.2125309
#> 706 -0.637714508  1.34400414  0.78919431 -0.66170199  0.29791457 -0.2125309
#> 707 -0.716446849 -0.87977987 -0.40914413  0.52311261 -0.73810803 -0.6583397
#> 708 -0.637714508 -0.13851853  1.31346738  0.86163107 -1.25611934 -0.2125309
#> 709 -0.244052801 -1.00332342  0.93898661 -0.32318353 -0.47910238 -0.6583397
#> 710 -0.637714508 -0.87977987  0.19002509  1.03089029 -1.25611934  0.2332779
#> 711 -0.657397593  0.84982991 -0.55893644  1.20014952 -0.99711368 -0.2125309
#> 712 -0.125954289 -1.12686698  0.63940200 -2.18503504  1.33393718  0.2332779
#> 713 -0.539299081 -1.49749765 -0.33424798 -0.15392430 -0.22009673 -1.5499574
#> 714 -0.145637374 -1.74458476  0.11512894          NA  0.55692022  0.2332779
#> 715 -0.421200569 -0.63269276 -0.48404028  0.01533492 -0.22009673 -0.2125309
#> 716  2.472212977 -0.38560564 -0.48404028 -0.66170199  2.88797109  0.2332779
#> 717  2.472212977 -0.01497498 -0.78362489 -0.83096122  0.55692022 -0.2125309
#> 718 -0.637714508 -1.62104120  0.56450585  0.69237184 -0.99711368 -0.6583397
#> 719 -0.716446849 -0.75623631 -0.63383259  1.20014952 -1.25611934  0.6790868
#> 720 -0.440883654  1.34400414  0.11512894 -0.32318353  0.81592587 -1.1041485
#> 721 -0.716446849 -1.37395409 -1.53258642  1.03089029 -0.99711368  1.1248956
#> 722 -0.677080679 -1.49749765 -0.55893644  1.20014952  0.03890892  0.6790868
#> 723 -0.539299081  0.84982991 -0.18445567  0.86163107 -0.73810803  0.2332779
#> 724  0.818833808 -0.01497498 -0.33424798 -2.01577581  0.81592587 -0.6583397
#> 725  0.051193479 -0.50914920 -0.40914413  0.35385338  1.33393718 -1.1041485
#> 726 -0.047221948  0.72628636  0.71429816  0.18459415  0.29791457 -1.1041485
#> 727  0.936932320 -0.26206209  1.08877892 -2.18503504  0.29791457 -0.6583397
#> 728 -0.145637374 -0.01497498 -0.10955952  0.86163107 -0.47910238 -1.1041485
#> 729  0.543270613  1.71463481  1.08877892  0.01533492  2.11095413 -0.6583397
#> 730 -0.736129935  0.10856858 -2.65602871  0.52311261 -0.47910238 -0.2125309
#> 731 -0.440883654 -0.26206209 -0.10955952  0.01533492 -0.22009673 -0.2125309
#> 732 -0.145637374  0.23211214  0.33981739 -0.15392430  3.40598239 -1.5499574
#> 733 -0.677080679  0.10856858  0.19002509  0.86163107 -0.47910238  1.1248956
#> 734 -0.244052801  0.84982991 -0.48404028 -2.01577581  0.03890892  0.6790868
#> 735 -0.755813020 -1.49749765  0.48960970  0.86163107 -0.47910238  1.1248956
#> 736  0.818833808  1.46754769  0.11512894  0.35385338  0.03890892 -0.2125309
#> 737 -0.637714508 -0.87977987  1.08877892  0.86163107 -0.47910238 -0.6583397
#> 738 -0.342468228  0.35565569  0.41471355  0.35385338 -0.99711368  0.6790868
#> 739  0.346439759  1.83817836  0.86409046  1.03089029  0.55692022  1.1248956
#> 740 -0.716446849  1.22046058  0.78919431  1.20014952 -0.99711368  1.1248956
#> 741 -0.322785142  0.47919925 -0.10955952 -2.18503504  1.59294283  0.6790868
#> 742 -0.598348337 -0.50914920  0.04023278  0.86163107 -0.99711368  0.2332779
#> 743 -0.342468228  1.22046058 -0.25935183  0.18459415  0.81592587 -1.5499574
#> 744 -0.539299081  0.10856858 -0.33424798  1.20014952 -0.22009673 -0.2125309
#> 745  0.149608906  0.60274280  1.46325968 -1.33873890  0.03890892 -0.6583397
#> 746 -0.480249825 -0.26206209 -0.70872874  0.69237184 -0.47910238 -0.2125309
#> 747 -0.598348337 -0.50914920 -1.38279411  0.35385338 -1.25611934 -0.6583397
#> 748 -0.401517484 -0.01497498 -0.70872874  0.35385338 -0.47910238 -1.5499574
#> 749 -0.421200569  0.72628636 -0.25935183 -0.32318353  0.29791457  0.6790868
#> 750  0.543270613  0.97337347  0.33981739  0.18459415  0.55692022  0.2332779
#> 751  2.472212977  0.35565569  1.31346738 -1.16947967 -1.25611934  1.5707044
#> 752 -0.736129935  1.34400414  0.48960970 -1.67725736 -1.25611934  1.5707044
#> 753 -0.244052801  0.47919925 -0.33424798  0.01533492  0.55692022 -0.2125309
#> 754  0.543270613  0.72628636  0.63940200 -0.83096122 -0.22009673  0.2332779
#> 755  2.472212977  0.10856858  0.41471355  0.86163107 -0.22009673 -1.5499574
#> 756 -0.657397593 -1.62104120  0.26492124  1.03089029 -0.22009673 -0.2125309
#> 757 -0.716446849 -0.01497498 -0.25935183  0.86163107 -0.73810803  1.1248956
#> 758 -0.755813020  1.46754769  0.78919431 -1.00022044 -1.25611934  0.6790868
#> 759 -0.440883654  1.22046058 -0.40914413 -0.66170199  0.81592587 -0.6583397
#> 760 -0.677080679 -1.25041054  0.19002509  0.69237184 -0.73810803  0.6790868
#> 761 -0.558982167 -0.75623631 -0.10955952  0.52311261 -0.73810803  1.1248956
#> 762 -0.657397593  0.47919925  0.33981739 -0.49244276  1.59294283 -1.5499574
#> 763 -0.716446849 -0.01497498  1.16367507  0.86163107 -0.99711368  1.1248956
#> 764 -0.558982167  0.72628636 -0.70872874  1.03089029  0.81592587 -1.1041485
#> 765 -0.696763764  0.23211214  0.48960970  0.86163107 -1.25611934  1.5707044
#> 766 -0.716446849  0.72628636 -2.58113256  1.20014952 -0.99711368  1.1248956
#> 767 -0.440883654 -1.62104120  0.71429816  0.18459415  0.29791457 -0.6583397
#> 768 -0.440883654 -0.63269276 -1.38279411  0.18459415 -0.99711368  1.1248956
#> 769  0.110242735 -0.75623631  1.16367507  0.69237184 -0.99711368  1.5707044
#> 770 -0.637714508 -0.38560564 -0.70872874  0.86163107 -0.73810803  1.5707044
#> 771 -0.736129935  0.47919925  0.33981739  1.20014952 -1.25611934  1.5707044
#> 772 -0.716446849 -0.13851853 -0.85852105  0.69237184 -1.25611934 -0.2125309
#> 773 -0.677080679  1.09691703  0.86409046  0.35385338 -0.73810803 -0.2125309
#> 774 -0.677080679  1.22046058 -0.03466337  1.20014952 -0.99711368 -0.2125309
#> 775 -0.677080679  0.60274280 -0.03466337  0.01533492 -0.99711368  0.6790868
#> 776 -0.677080679 -0.75623631 -0.93341720  0.52311261  0.29791457 -1.5499574
#> 777 -0.755813020  1.59109125  1.01388277  0.86163107 -0.47910238 -1.1041485
#> 778 -0.755813020 -1.74458476 -1.53258642  0.52311261 -0.22009673 -0.6583397
#> 779 -0.677080679 -1.25041054 -1.08320950  0.69237184  0.29791457 -0.6583397
#> 780 -0.342468228 -0.26206209  1.46325968 -0.15392430 -0.22009673  0.2332779
#> 781 -0.440883654 -0.01497498  0.19002509  0.86163107 -0.99711368 -0.6583397
#> 782 -0.716446849 -0.75623631 -0.25935183  0.69237184  0.03890892 -1.5499574
#> 783 -0.421200569 -1.37395409 -0.63383259  0.01533492 -0.99711368  0.6790868
#> 784 -0.283418972 -1.25041054 -0.18445567  0.35385338 -0.73810803 -0.6583397
#> 785  0.543270613  0.10856858 -0.33424798 -0.66170199  1.07493153 -1.9957662
#> 786 -0.677080679  0.23211214 -1.45769027  0.18459415 -0.22009673  0.2332779
#> 787 -0.421200569 -1.49749765 -0.48404028 -1.50799813  1.85194848 -1.9957662
#> 788 -0.283418972 -0.63269276 -0.25935183  0.18459415  0.03890892 -0.2125309
#> 789 -0.558982167  1.09691703 -0.33424798 -1.50799813  0.03890892  0.2332779
#> 790 -0.755813020 -1.12686698 -1.23300181  1.20014952 -0.73810803  0.6790868
#> 791 -0.736129935 -0.75623631 -0.55893644  1.20014952 -0.47910238  0.6790868
#> 792 -0.716446849 -1.49749765 -0.10955952  1.03089029 -0.47910238 -1.9957662
#> 793 -0.696763764 -0.63269276  1.23857122  0.86163107 -0.73810803 -2.4415750
#> 794  1.921086587  0.97337347  0.63940200 -0.83096122  0.29791457 -1.1041485
#> 795 -0.755813020  1.46754769 -2.28154795  0.86163107 -1.25611934  0.6790868
#> 796 -0.677080679 -0.38560564 -2.35644410  0.86163107 -0.22009673 -0.6583397
#> 797 -0.696763764  0.97337347 -2.43134025  0.86163107  0.29791457 -0.2125309
#> 798 -0.677080679 -0.87977987 -0.40914413  1.03089029 -0.47910238 -0.2125309
#> 799 -0.696763764 -0.26206209 -0.10955952  1.20014952 -0.47910238 -0.6583397
#> 800 -0.244052801  1.22046058 -0.93341720 -0.15392430  0.29791457  1.1248956
#> 801 -0.047221948  0.60274280  1.08877892 -0.15392430 -0.73810803  1.1248956
#> 802  0.149608906 -0.13851853 -1.60748257 -0.66170199  0.55692022  1.5707044
#> 803 -0.145637374  0.23211214 -0.25935183 -0.32318353  0.81592587  1.1248956
#> 804 -0.007855777 -0.63269276  1.08877892 -1.67725736  0.81592587 -0.2125309
#> 805 -0.047221948  0.10856858  0.11512894  0.69237184 -0.73810803  1.1248956
#> 806  2.472212977 -0.26206209  1.23857122  0.69237184 -0.47910238  1.1248956
#> 807  2.117917441 -0.01497498  1.16367507  0.52311261 -0.99711368  0.6790868
#> 808  2.472212977  1.22046058  0.71429816 -0.15392430 -0.99711368  0.6790868
#> 809  2.472212977  1.34400414  1.76284429 -0.83096122 -0.73810803  1.5707044
#> 810  2.472212977  0.97337347  1.76284429 -0.66170199 -0.73810803  1.1248956
#> 811 -0.558982167  0.23211214 -1.83217103 -0.15392430 -0.73810803  0.2332779
#> 812 -0.716446849  0.35565569 -1.53258642  0.69237184 -0.73810803  0.2332779
#> 813 -0.677080679 -1.00332342 -0.78362489  0.18459415 -0.73810803  0.2332779
#> 814 -0.401517484 -0.50914920  0.04023278 -0.32318353  0.29791457 -1.5499574
#> 815 -0.637714508 -1.25041054 -1.15810566  1.03089029 -0.73810803 -0.2125309
#> 816 -0.716446849 -0.26206209 -0.63383259  0.86163107  0.03890892 -0.2125309
#> 817 -0.244052801  0.23211214  1.23857122  0.86163107  0.55692022 -0.6583397
#> 818 -0.677080679  0.97337347 -0.03466337  0.86163107  0.03890892 -1.1041485
#> 819 -0.637714508 -0.75623631 -0.03466337  1.20014952 -0.99711368  1.1248956
#> 820 -0.637714508 -1.74458476 -1.38279411  0.01533492 -0.47910238 -0.6583397
#> 821 -0.598348337 -1.37395409 -0.85852105  1.03089029 -1.25611934  0.2332779
#> 822 -0.440883654 -0.87977987 -1.00831335  1.03089029  2.62896543 -0.2125309
#> 823 -0.539299081 -1.12686698 -1.30789796  0.69237184  1.59294283 -0.2125309
#> 824 -0.440883654 -1.37395409 -1.60748257  0.35385338  1.07493153 -1.1041485
#> 825 -0.539299081 -1.12686698 -1.08320950  0.52311261  0.29791457  1.1248956
#> 826 -0.440883654 -1.37395409 -1.00831335  0.86163107  0.81592587  1.5707044
#> 827 -0.342468228 -1.25041054 -1.38279411  1.03089029  3.14697674  0.6790868
#> 828 -0.696763764 -0.13851853 -0.33424798  0.01533492 -0.22009673 -1.9957662
#> 829 -0.755813020 -0.63269276 -0.48404028  1.03089029  0.55692022 -1.5499574
#> 830 -0.440883654 -1.37395409 -0.70872874 -0.83096122  0.03890892 -0.2125309
#> 831 -0.637714508  0.84982991 -1.15810566  0.86163107 -0.22009673  1.5707044
#> 832  0.149608906 -0.01497498  1.23857122 -0.83096122 -0.47910238  1.1248956
#> 833 -0.440883654 -0.50914920  0.11512894  0.69237184 -1.25611934  1.5707044
#> 834 -0.342468228  0.72628636 -0.10955952  0.86163107 -0.47910238 -0.6583397
#> 835 -0.736129935 -1.00332342 -0.40914413  1.03089029 -0.47910238 -0.6583397
#> 836 -0.696763764 -0.63269276 -0.48404028  0.86163107  0.03890892 -0.6583397
#> 837 -0.736129935 -0.63269276  0.63940200  1.03089029 -0.47910238 -0.6583397
#> 838 -0.598348337  0.84982991  0.26492124  1.03089029 -1.25611934 -0.2125309
#> 839 -0.145637374 -1.62104120 -2.50623640  0.52311261 -0.73810803  1.1248956
#> 840 -0.145637374 -1.12686698 -1.83217103  0.01533492  1.07493153  1.1248956
#> 841 -0.244052801  0.84982991 -1.53258642 -1.84651659  0.55692022  1.1248956
#> 842 -0.047221948  0.72628636  0.48960970  0.18459415  0.03890892  1.1248956
#> 843 -0.539299081  0.35565569  0.33981739  0.86163107 -0.73810803  0.6790868
#> 844 -0.637714508 -0.01497498 -0.70872874  0.86163107 -0.47910238  0.6790868
#> 845 -0.677080679 -1.25041054 -0.78362489  1.03089029 -0.99711368  0.2332779
#> 846 -0.736129935 -1.49749765 -0.93341720  0.52311261 -0.73810803 -1.1041485
#> 847 -0.558982167  1.83817836  0.19002509  1.03089029 -1.25611934  1.5707044
#> 848 -0.558982167 -0.50914920 -0.40914413  1.03089029 -0.99711368 -1.1041485
#> 849 -0.716446849 -0.01497498 -0.48404028  1.03089029 -0.47910238  0.2332779
#> 850 -0.558982167 -0.13851853 -0.70872874  0.86163107 -0.73810803  1.1248956
#> 851 -0.696763764 -1.62104120 -1.08320950  0.86163107 -0.99711368  0.2332779
#> 852 -0.440883654 -1.74458476 -1.68237873 -0.32318353 -0.47910238  1.1248956
#> 853 -0.716446849  1.09691703 -0.48404028  1.03089029 -0.47910238 -0.2125309
#> 854 -0.637714508 -0.13851853 -1.38279411  1.20014952 -1.25611934  1.5707044
#> 855 -0.244052801  0.47919925 -0.55893644 -0.32318353 -0.22009673  0.6790868
#> 856 -0.558982167  0.97337347 -1.68237873  0.18459415 -0.99711368  0.6790868
#> 857 -0.637714508  2.45589614 -0.70872874  0.69237184 -0.47910238  1.5707044
#> 858 -0.637714508 -1.62104120 -1.45769027  0.52311261 -0.22009673 -1.1041485
#> 859 -0.283418972  1.22046058  0.33981739  0.69237184  0.55692022 -1.9957662
#> 860 -0.677080679 -1.00332342 -1.23300181  1.20014952 -1.25611934  0.2332779
#> 861 -0.716446849  0.35565569 -0.78362489  1.20014952 -0.99711368  1.5707044
#> 862 -0.440883654 -1.25041054 -0.63383259  1.20014952 -0.47910238  0.6790868
#> 863 -0.736129935  0.23211214  0.04023278  1.03089029 -0.47910238  0.2332779
#> 864 -0.696763764  0.60274280  0.26492124  1.03089029 -0.22009673 -1.1041485
#> 865 -0.440883654  1.34400414  0.26492124  0.86163107 -0.22009673 -0.2125309
#> 866 -0.480249825  0.10856858 -1.90706718  1.20014952 -0.99711368  1.1248956
#> 867 -0.598348337 -0.01497498  0.63940200  0.86163107 -0.99711368  0.2332779
#> 868 -0.499932911 -1.49749765  0.78919431  0.86163107 -0.73810803  1.1248956
#> 869 -0.558982167 -1.00332342 -0.40914413  0.69237184 -0.22009673 -0.2125309
#> 870 -0.736129935 -0.50914920 -1.15810566  1.20014952 -1.25611934  1.5707044
#> 871 -0.716446849 -1.37395409 -1.15810566  1.20014952 -1.25611934  1.5707044
#> 872 -0.755813020 -0.50914920 -1.53258642  1.20014952 -0.99711368  0.2332779
#> 873 -0.755813020 -0.75623631 -0.33424798  1.20014952 -0.73810803 -0.6583397
#> 874 -0.716446849  0.23211214 -0.85852105  1.20014952 -0.73810803 -1.5499574
#> 875 -0.637714508 -0.38560564  0.11512894  1.20014952 -1.25611934  1.5707044
#> 876 -0.716446849 -1.74458476 -0.63383259  1.20014952  0.29791457 -0.6583397
#> 877 -0.558982167  0.47919925  1.08877892 -1.84651659  0.81592587 -1.1041485
#> 878 -0.244052801 -0.01497498 -1.08320950  0.01533492 -0.22009673 -0.6583397
#> 879 -0.145637374 -0.75623631  1.91263660 -0.49244276  3.14697674 -1.5499574
#> 880 -0.637714508 -0.13851853 -0.40914413  1.20014952 -0.99711368 -0.6583397
#> 881  1.133763173  0.47919925 -0.33424798  1.20014952 -0.73810803 -1.1041485
#> 882 -0.677080679 -0.63269276 -1.45769027  1.20014952 -1.25611934 -0.6583397
#> 883 -0.637714508  0.23211214 -0.03466337  1.20014952 -0.47910238 -1.1041485
#> 884 -0.440883654  0.97337347  0.86409046 -1.00022044  0.81592587 -1.5499574
#> 885 -0.047221948 -1.49749765 -1.08320950 -0.32318353  1.59294283 -1.1041485
#> 886 -0.047221948 -0.01497498  1.53815583  0.01533492  2.62896543  0.2332779
#> 887 -0.047221948  0.23211214  1.68794814 -1.84651659  1.59294283 -1.1041485
#> 888 -0.716446849 -1.12686698 -0.93341720 -0.15392430 -0.73810803  0.6790868
#> 889 -0.244052801 -1.74458476  0.56450585  0.69237184 -0.22009673  0.2332779
#> 890 -0.283418972  1.71463481  0.56450585  0.69237184  0.55692022 -1.1041485
#> 891 -0.440883654 -0.63269276 -1.00831335  0.69237184 -1.25611934  1.5707044
#> 892 -0.342468228 -0.26206209 -0.63383259  0.18459415 -0.73810803 -0.2125309
#> 893 -0.244052801 -0.50914920 -1.30789796 -0.32318353  1.33393718  1.1248956
#> 894  0.149608906  1.34400414  0.48960970 -0.49244276  2.88797109 -0.6583397
#> 895 -0.440883654  1.46754769 -0.25935183  0.18459415  0.03890892 -1.5499574
#> 896 -0.539299081  0.84982991  0.11512894  1.20014952  0.29791457 -1.1041485
#> 897  1.330594027 -1.74458476 -1.15810566 -1.00022044  0.81592587 -0.6583397
#> 898 -0.283418972  0.35565569  2.13732505  0.52311261 -0.99711368  1.5707044
#> 899  0.838516893  0.10856858 -1.30789796  0.18459415 -0.99711368  0.2332779
#> 900  2.314748294 -0.63269276  1.31346738 -1.33873890  0.55692022  0.6790868
#> 901 -0.637714508 -1.74458476 -0.70872874  1.20014952 -0.47910238  0.6790868
#> 902 -0.677080679 -1.49749765 -0.63383259  0.69237184 -0.47910238  0.2332779
#> 903           NA          NA          NA          NA          NA         NA
#> 904           NA          NA          NA          NA          NA         NA
#> 905           NA          NA          NA          NA          NA         NA
#> 906           NA          NA          NA          NA          NA         NA
#> 907           NA          NA          NA          NA          NA         NA
#> 908           NA          NA          NA          NA          NA         NA
#>        quol_5_z
#> 1   -0.06947491
#> 2   -0.82257457
#> 3   -1.38739931
#> 4   -0.44602474
#> 5    0.87189966
#> 6   -1.19912439
#> 7    1.06017457
#> 8    1.06017457
#> 9   -1.19912439
#> 10   0.11880000
#> 11  -2.51704879
#> 12   0.87189966
#> 13  -0.44602474
#> 14  -1.19912439
#> 15  -1.19912439
#> 16  -1.57567422
#> 17   0.30707491
#> 18  -0.06947491
#> 19   0.11880000
#> 20  -0.82257457
#> 21   0.11880000
#> 22   1.24844948
#> 23   0.68362474
#> 24   0.11880000
#> 25   0.30707491
#> 26  -2.70532370
#> 27  -0.82257457
#> 28  -0.06947491
#> 29  -1.95222405
#> 30   0.11880000
#> 31  -1.01084948
#> 32   0.68362474
#> 33  -0.44602474
#> 34  -2.51704879
#> 35  -1.95222405
#> 36  -0.25774983
#> 37  -1.95222405
#> 38   0.30707491
#> 39  -0.63429965
#> 40  -1.76394913
#> 41  -0.63429965
#> 42  -0.06947491
#> 43  -1.19912439
#> 44   0.30707491
#> 45  -1.01084948
#> 46  -0.25774983
#> 47  -1.01084948
#> 48  -1.01084948
#> 49  -0.06947491
#> 50   0.68362474
#> 51  -1.95222405
#> 52   0.11880000
#> 53  -1.01084948
#> 54  -1.01084948
#> 55   1.06017457
#> 56  -0.06947491
#> 57  -0.82257457
#> 58  -2.14049896
#> 59  -1.76394913
#> 60  -2.70532370
#> 61  -2.70532370
#> 62   0.11880000
#> 63   1.06017457
#> 64  -1.76394913
#> 65   0.68362474
#> 66   0.30707491
#> 67  -1.76394913
#> 68   0.87189966
#> 69  -2.51704879
#> 70           NA
#> 71   0.87189966
#> 72  -0.63429965
#> 73  -0.82257457
#> 74  -1.95222405
#> 75   0.87189966
#> 76  -0.25774983
#> 77  -1.76394913
#> 78   1.24844948
#> 79   0.11880000
#> 80  -1.01084948
#> 81   1.62499931
#> 82           NA
#> 83  -1.38739931
#> 84  -2.51704879
#> 85  -0.06947491
#> 86  -1.95222405
#> 87  -1.95222405
#> 88  -0.44602474
#> 89  -2.14049896
#> 90           NA
#> 91  -0.25774983
#> 92   1.06017457
#> 93  -1.19912439
#> 94   1.24844948
#> 95   0.87189966
#> 96  -2.14049896
#> 97  -0.06947491
#> 98   0.49534983
#> 99           NA
#> 100 -0.63429965
#> 101 -0.63429965
#> 102  0.11880000
#> 103  0.49534983
#> 104 -0.44602474
#> 105  0.30707491
#> 106 -1.19912439
#> 107 -0.25774983
#> 108  1.43672440
#> 109  0.11880000
#> 110  0.49534983
#> 111 -0.25774983
#> 112 -0.25774983
#> 113 -2.14049896
#> 114  2.00154914
#> 115 -1.01084948
#> 116 -0.82257457
#> 117 -0.06947491
#> 118 -0.82257457
#> 119 -0.82257457
#> 120 -1.76394913
#> 121  0.68362474
#> 122 -0.63429965
#> 123 -1.38739931
#> 124 -2.14049896
#> 125 -0.25774983
#> 126 -0.06947491
#> 127 -1.76394913
#> 128 -1.19912439
#> 129 -1.19912439
#> 130 -0.06947491
#> 131 -1.38739931
#> 132  0.30707491
#> 133 -0.63429965
#> 134 -0.63429965
#> 135 -0.82257457
#> 136  0.87189966
#> 137  1.06017457
#> 138  0.49534983
#> 139  1.06017457
#> 140 -1.95222405
#> 141 -1.76394913
#> 142  0.68362474
#> 143 -0.25774983
#> 144  1.62499931
#> 145 -0.06947491
#> 146  0.11880000
#> 147 -0.06947491
#> 148 -0.82257457
#> 149  0.87189966
#> 150 -0.06947491
#> 151  0.68362474
#> 152 -0.82257457
#> 153  0.49534983
#> 154 -0.25774983
#> 155 -1.01084948
#> 156  1.43672440
#> 157  0.68362474
#> 158 -1.19912439
#> 159 -0.25774983
#> 160 -0.06947491
#> 161  0.11880000
#> 162 -1.76394913
#> 163 -2.51704879
#> 164  0.68362474
#> 165 -0.06947491
#> 166 -1.19912439
#> 167  0.49534983
#> 168 -1.19912439
#> 169 -0.06947491
#> 170  0.49534983
#> 171  0.68362474
#> 172 -1.19912439
#> 173  1.24844948
#> 174  0.49534983
#> 175 -0.25774983
#> 176  0.87189966
#> 177  0.87189966
#> 178 -0.06947491
#> 179  1.81327422
#> 180  0.87189966
#> 181  0.87189966
#> 182  0.87189966
#> 183 -1.19912439
#> 184  0.30707491
#> 185 -1.95222405
#> 186 -2.70532370
#> 187 -0.63429965
#> 188 -1.38739931
#> 189  0.49534983
#> 190  0.87189966
#> 191  0.49534983
#> 192  0.49534983
#> 193 -0.63429965
#> 194 -0.63429965
#> 195 -1.19912439
#> 196 -0.06947491
#> 197 -0.63429965
#> 198 -2.32877388
#> 199  1.06017457
#> 200 -1.57567422
#> 201 -0.44602474
#> 202 -2.51704879
#> 203  0.49534983
#> 204 -0.82257457
#> 205 -0.25774983
#> 206  0.49534983
#> 207 -0.44602474
#> 208 -1.38739931
#> 209 -0.06947491
#> 210 -0.06947491
#> 211  0.11880000
#> 212  0.49534983
#> 213  1.06017457
#> 214 -1.01084948
#> 215  0.11880000
#> 216  0.49534983
#> 217  0.49534983
#> 218  0.49534983
#> 219  1.24844948
#> 220  2.00154914
#> 221  0.30707491
#> 222  0.30707491
#> 223 -0.06947491
#> 224 -1.01084948
#> 225  0.49534983
#> 226 -1.19912439
#> 227  0.68362474
#> 228 -1.38739931
#> 229 -0.82257457
#> 230 -2.70532370
#> 231 -0.25774983
#> 232  0.30707491
#> 233  0.68362474
#> 234 -0.63429965
#> 235 -1.76394913
#> 236  1.06017457
#> 237  0.11880000
#> 238 -0.06947491
#> 239  1.06017457
#> 240  1.06017457
#> 241  0.49534983
#> 242  1.06017457
#> 243 -0.25774983
#> 244 -0.06947491
#> 245  0.68362474
#> 246  0.87189966
#> 247  0.11880000
#> 248  1.06017457
#> 249  0.49534983
#> 250  0.11880000
#> 251 -0.25774983
#> 252  0.68362474
#> 253 -2.14049896
#> 254 -1.19912439
#> 255 -0.82257457
#> 256 -2.14049896
#> 257 -0.06947491
#> 258 -0.25774983
#> 259  1.06017457
#> 260  1.06017457
#> 261  0.68362474
#> 262 -1.19912439
#> 263  1.06017457
#> 264  0.30707491
#> 265  0.87189966
#> 266  0.11880000
#> 267  0.87189966
#> 268          NA
#> 269 -0.06947491
#> 270 -0.25774983
#> 271  1.06017457
#> 272  0.30707491
#> 273  0.30707491
#> 274  1.06017457
#> 275 -0.06947491
#> 276  0.11880000
#> 277  0.87189966
#> 278  0.11880000
#> 279  0.30707491
#> 280  1.24844948
#> 281  0.87189966
#> 282  0.87189966
#> 283  1.06017457
#> 284  0.49534983
#> 285  0.30707491
#> 286  0.11880000
#> 287 -0.44602474
#> 288 -0.06947491
#> 289 -1.01084948
#> 290 -2.70532370
#> 291 -0.63429965
#> 292  0.30707491
#> 293  0.30707491
#> 294 -0.44602474
#> 295 -1.38739931
#> 296 -2.14049896
#> 297  0.49534983
#> 298  0.87189966
#> 299  0.11880000
#> 300  0.68362474
#> 301 -0.44602474
#> 302  0.11880000
#> 303 -1.57567422
#> 304  0.49534983
#> 305  1.06017457
#> 306 -2.51704879
#> 307 -1.57567422
#> 308  0.30707491
#> 309  0.49534983
#> 310  0.30707491
#> 311 -0.63429965
#> 312  0.68362474
#> 313  0.49534983
#> 314  1.06017457
#> 315  0.11880000
#> 316 -0.63429965
#> 317 -0.44602474
#> 318 -0.63429965
#> 319 -0.44602474
#> 320  0.30707491
#> 321 -0.63429965
#> 322  1.24844948
#> 323  0.87189966
#> 324 -0.25774983
#> 325  0.49534983
#> 326 -0.44602474
#> 327 -1.19912439
#> 328  0.11880000
#> 329  0.49534983
#> 330 -1.01084948
#> 331 -0.44602474
#> 332 -1.19912439
#> 333 -0.63429965
#> 334 -0.44602474
#> 335  1.81327422
#> 336  2.00154914
#> 337 -0.25774983
#> 338  0.87189966
#> 339 -0.44602474
#> 340  1.06017457
#> 341  1.06017457
#> 342  0.49534983
#> 343  1.24844948
#> 344  0.68362474
#> 345  1.06017457
#> 346 -0.82257457
#> 347  0.11880000
#> 348 -0.44602474
#> 349  0.30707491
#> 350  1.06017457
#> 351  0.87189966
#> 352  1.06017457
#> 353  0.11880000
#> 354  0.30707491
#> 355  0.11880000
#> 356 -0.25774983
#> 357  0.30707491
#> 358  1.06017457
#> 359 -0.25774983
#> 360  0.87189966
#> 361  0.30707491
#> 362  0.49534983
#> 363  0.68362474
#> 364  0.68362474
#> 365  0.68362474
#> 366  1.24844948
#> 367  1.24844948
#> 368  0.87189966
#> 369  0.30707491
#> 370  0.68362474
#> 371  0.49534983
#> 372  0.68362474
#> 373 -2.51704879
#> 374 -1.19912439
#> 375 -1.19912439
#> 376  0.11880000
#> 377  0.30707491
#> 378  1.06017457
#> 379  0.11880000
#> 380 -0.06947491
#> 381 -0.82257457
#> 382 -1.95222405
#> 383  0.11880000
#> 384 -0.25774983
#> 385  0.87189966
#> 386  0.87189966
#> 387  1.06017457
#> 388 -1.38739931
#> 389 -0.25774983
#> 390 -1.01084948
#> 391 -0.63429965
#> 392  0.49534983
#> 393  0.11880000
#> 394  0.68362474
#> 395  1.24844948
#> 396  0.30707491
#> 397  0.30707491
#> 398  1.24844948
#> 399 -0.82257457
#> 400 -1.38739931
#> 401  0.49534983
#> 402  0.11880000
#> 403 -1.38739931
#> 404  0.87189966
#> 405 -0.06947491
#> 406  0.87189966
#> 407  1.06017457
#> 408  0.68362474
#> 409 -0.63429965
#> 410  0.30707491
#> 411 -0.82257457
#> 412  0.11880000
#> 413  0.11880000
#> 414  0.11880000
#> 415  0.87189966
#> 416  0.30707491
#> 417 -0.06947491
#> 418  0.49534983
#> 419  0.49534983
#> 420 -0.82257457
#> 421 -1.01084948
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#> 602 -0.44602474
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#> 899  0.11880000
#> 900  0.11880000
#> 901  0.30707491
#> 902  0.30707491
#> 903          NA
#> 904          NA
#> 905          NA
#> 906          NA
#> 907          NA
#> 908          NA