Calculate SHAP values and optionally SHAP Interaction values.

treeshap(unified_model, x, interactions = FALSE, verbose = TRUE)

Arguments

unified_model

Unified data.frame representation of the model created with a (model).unify function. A model_unified.object object.

x

Observations to be explained. A data.frame or matrix object with the same columns as in the training set of the model. Keep in mind that objects different than data.frame or plain matrix will cause an error or unpredictable behavior.

interactions

Whether to calculate SHAP interaction values. By default is FALSE. Basic SHAP values are always calculated.

verbose

Whether to print progress bar to the console. Should be logical. Progress bar will not be displayed on Windows.

Value

A treeshap.object object (for single-output models) or treeshap_multioutput.object, which is a list of treeshap.object objects (for multi-output models). SHAP values can be accessed from treeshap.object with $shaps, and interaction values can be accessed with $interactions.

See also

xgboost.unify for XGBoost models lightgbm.unify for LightGBM models gbm.unify for GBM models randomForest.unify for randomForest models ranger.unify for ranger models ranger_surv.unify for ranger survival models

Examples

# \donttest{
library(xgboost)
data <- fifa20$data[colnames(fifa20$data) != 'work_rate']
target <- fifa20$target

# calculating simple SHAP values
param <- list(objective = "reg:squarederror", max_depth = 3)
xgb_model <- xgboost::xgboost(as.matrix(data), params = param, label = target,
                              nrounds = 20, verbose = FALSE)
unified_model <- xgboost.unify(xgb_model, as.matrix(data))
treeshap1 <- treeshap(unified_model, head(data, 3))
#> 
|0%----|------|20%---|------|40%---|------|60%---|------|80%---|------|100%
#> =---------------------------------------------------------------------- (0%)

========================----------------------------------------------- (33%)

===============================================------------------------ (66%)

======================================================================= (100%)

plot_contribution(treeshap1, obs = 1)

treeshap1$shaps
#>         age height_cm weight_kg  overall potential international_reputation
#> 1  -2221431         0         0 55264368  16708153                        0
#> 2 -12249326         0         0 49249629  15196452                        0
#> 3   1921095         0         0 58315554  16232062                        0
#>   weak_foot skill_moves pace  shooting    passing dribbling   defending physic
#> 1         0           0    0 2671257.2  380061.32 3521664.4   -91.77851      0
#> 2         0           0    0  560762.7 -102267.77 -665070.3 -1169.88108      0
#> 3         0           0    0 2147894.0  -11757.36 3327479.1   229.44627      0
#>    gk_diving gk_handling gk_kicking gk_reflexes gk_speed gk_positioning
#> 1  -1512.357    2781.845          0           0        0              0
#> 2 -66532.201    2549.766          0           0        0              0
#> 3  -1512.357    2781.845          0           0        0              0
#>   attacking_crossing attacking_finishing attacking_heading_accuracy
#> 1                  0            453795.0                   25518.89
#> 2                  0            693639.7                 -694826.29
#> 3                  0            588038.7                   17958.43
#>   attacking_short_passing attacking_volleys skill_dribbling skill_curve
#> 1                       0           1247287      1135710.77           0
#> 2                       0           1247287        21841.26           0
#> 3                       0           1247287       981946.38           0
#>   skill_fk_accuracy skill_long_passing skill_ball_control movement_acceleration
#> 1                 0                  0            6926847                     0
#> 2                 0                  0            4389813                     0
#> 3                 0                  0            7191231                     0
#>   movement_sprint_speed movement_agility movement_reactions movement_balance
#> 1                     0                0            1956019                0
#> 2                     0                0            1554640                0
#> 3                     0                0            1956019                0
#>   power_shot_power power_jumping power_stamina power_strength power_long_shots
#> 1                0             0      25915.32      -129.9646        -10187.37
#> 2                0             0      32203.14      -289.3110       -224626.27
#> 3                0             0      25915.32      -129.9646        -10187.37
#>   mentality_aggression mentality_interceptions mentality_positioning
#> 1            -17903.37                       0             109597.00
#> 2            -17903.37                       0              26820.17
#> 3            -69870.49                       0             109597.00
#>   mentality_vision mentality_penalties mentality_composure defending_marking
#> 1         820039.9                   0           1100188.0          9405.596
#> 2         -91366.0                   0            538245.6          9405.596
#> 3         820039.9                   0           1100188.0          9405.596
#>   defending_standing_tackle defending_sliding_tackle goalkeeping_diving
#> 1                         0                        0           1792.731
#> 2                         0                        0           1792.731
#> 3                         0                        0           1792.731
#>   goalkeeping_handling goalkeeping_kicking goalkeeping_positioning
#> 1                    0            326.5312                       0
#> 2                    0           8901.0911                       0
#> 3                    0            180.8685                       0
#>   goalkeeping_reflexes
#> 1            -8217.866
#> 2          -243380.637
#> 3            -8217.866

# It's possible to calcualte explanation over different part of the data set

unified_model_rec <- set_reference_dataset(unified_model, data[1:1000, ])
treeshap_rec <- treeshap(unified_model, head(data, 3))
#> 
|0%----|------|20%---|------|40%---|------|60%---|------|80%---|------|100%
#> =---------------------------------------------------------------------- (0%)

========================----------------------------------------------- (33%)

===============================================------------------------ (66%)

======================================================================= (100%)

plot_contribution(treeshap_rec, obs = 1)


# calculating SHAP interaction values
param2 <- list(objective = "reg:squarederror", max_depth = 7)
xgb_model2 <- xgboost::xgboost(as.matrix(data), params = param2, label = target, nrounds = 10)
#> [1]	train-rmse:4389384.695526 
#> [2]	train-rmse:3168717.325582 
#> [3]	train-rmse:2306999.956445 
#> [4]	train-rmse:1695171.993567 
#> [5]	train-rmse:1262242.399535 
#> [6]	train-rmse:959939.181103 
#> [7]	train-rmse:750767.423815 
#> [8]	train-rmse:605905.075007 
#> [9]	train-rmse:507301.259110 
#> [10]	train-rmse:440774.570100 
unified_model2 <- xgboost.unify(xgb_model2, as.matrix(data))
treeshap2 <- treeshap(unified_model2, head(data, 3), interactions = TRUE)
#> 
|0%----|------|20%---|------|40%---|------|60%---|------|80%---|------|100%
#> =---------------------------------------------------------------------- (0%)

========================----------------------------------------------- (33%)

===============================================------------------------ (66%)

======================================================================= (100%)

treeshap2$interactions
#> , , 1
#> 
#>                                      age     height_cm     weight_kg
#> age                        -1.575035e+06 -5.300696e+01    -912.38157
#> height_cm                  -5.300696e+01 -1.199804e+05       0.00000
#> weight_kg                  -9.123816e+02  0.000000e+00 -282407.09059
#> overall                    -3.280716e+05 -1.744371e+05  578346.57849
#> potential                   1.940631e+05 -6.835854e+02  494604.50012
#> international_reputation   -9.354959e+03  6.261476e+01       0.00000
#> weak_foot                  -1.056517e+01  0.000000e+00       0.00000
#> skill_moves                 1.494932e+03  0.000000e+00       0.00000
#> pace                        1.877505e+02  0.000000e+00       0.00000
#> shooting                    2.146932e+04  0.000000e+00       0.00000
#> passing                     3.239028e+02  0.000000e+00       0.00000
#> dribbling                   1.138169e+03  1.771765e+05       0.00000
#> defending                   7.178088e+05  1.975028e+01    1378.92095
#> physic                      3.471167e+03  0.000000e+00       0.00000
#> gk_diving                   1.219791e+04  0.000000e+00       0.00000
#> gk_handling                -1.641794e+04  0.000000e+00  -42573.37138
#> gk_kicking                  1.985856e+02  0.000000e+00       0.00000
#> gk_reflexes                 5.848963e+02  0.000000e+00       0.00000
#> gk_speed                   -1.626554e+01  0.000000e+00       0.00000
#> gk_positioning              6.803173e+00  8.089366e+00       0.00000
#> attacking_crossing         -8.448317e+03  0.000000e+00       0.00000
#> attacking_finishing        -1.299721e+04 -1.595774e+02       0.00000
#> attacking_heading_accuracy -2.535948e+02  0.000000e+00       0.00000
#> attacking_short_passing    -3.782040e+02  0.000000e+00       0.00000
#> attacking_volleys           1.563585e+04 -1.224995e+03       0.00000
#> skill_dribbling             2.582867e+05  0.000000e+00       0.00000
#> skill_curve                 8.610726e+02  0.000000e+00       0.00000
#> skill_fk_accuracy           1.361723e+05 -1.033001e+02     377.73208
#> skill_long_passing          2.801681e+03  0.000000e+00       0.00000
#> skill_ball_control         -2.730427e+04  1.522467e+01    -902.53216
#> movement_acceleration      -2.967303e+03  0.000000e+00   -1778.45695
#> movement_sprint_speed      -3.795453e+02 -7.559841e+00      -9.49619
#> movement_agility            6.397957e+02  0.000000e+00       0.00000
#> movement_reactions          3.118304e+05 -1.486684e+01      71.91038
#> movement_balance            2.568437e+02  0.000000e+00       0.00000
#> power_shot_power            1.712607e+05  0.000000e+00       0.00000
#> power_jumping              -2.595250e+02  2.173586e+00       0.00000
#> power_stamina               3.497156e+02 -7.559841e+00       0.00000
#> power_strength              0.000000e+00  0.000000e+00       0.00000
#> power_long_shots           -5.233859e+03  0.000000e+00       0.00000
#> mentality_aggression       -1.593613e+02  4.547799e+02       0.00000
#> mentality_interceptions     8.686884e+03  0.000000e+00       0.00000
#> mentality_positioning      -4.216644e+02  0.000000e+00       0.00000
#> mentality_vision           -7.746766e+03  0.000000e+00       0.00000
#> mentality_penalties         2.923536e+03 -5.326589e+01    -902.53216
#> mentality_composure        -7.064141e+01  1.169826e+00       0.00000
#> defending_marking          -2.740835e+02  0.000000e+00     -44.30891
#> defending_standing_tackle   1.568978e+03  0.000000e+00       0.00000
#> defending_sliding_tackle   -5.165601e+02 -3.038677e+02       0.00000
#> goalkeeping_diving         -1.925632e+02  0.000000e+00       0.00000
#> goalkeeping_handling       -4.770126e+01  0.000000e+00       0.00000
#> goalkeeping_kicking        -1.017895e+02  0.000000e+00       0.00000
#> goalkeeping_positioning    -4.503781e+01  0.000000e+00      79.94758
#> goalkeeping_reflexes        0.000000e+00  0.000000e+00       0.00000
#>                                  overall     potential international_reputation
#> age                        -3.280716e+05  1.940631e+05              -9354.95937
#> height_cm                  -1.744371e+05 -6.835854e+02                 62.61476
#> weight_kg                   5.783466e+05  4.946045e+05                  0.00000
#> overall                     4.541899e+07  9.848096e+06              13032.44995
#> potential                   9.848096e+06 -7.582548e+04             -10558.06041
#> international_reputation    1.303245e+04 -1.055806e+04               9374.73489
#> weak_foot                   2.008126e+01 -4.880131e+00                  0.00000
#> skill_moves                 3.594969e+03  8.238252e+02                  0.00000
#> pace                       -1.981035e+03  3.917241e+03                358.72297
#> shooting                    4.601060e+04 -4.096947e+04                  0.00000
#> passing                     7.964523e+02  5.268533e+02                  0.00000
#> dribbling                   7.562987e+05 -2.061687e+03                  0.00000
#> defending                   2.247250e+06  5.466855e+05                358.72297
#> physic                     -1.240775e+04  6.917759e+03               4846.32311
#> gk_diving                   2.626971e+05  1.702748e+05                  0.00000
#> gk_handling                 5.604171e+04  1.846120e+04                 21.93276
#> gk_kicking                  6.014510e+02 -5.408330e+02                  0.00000
#> gk_reflexes                -1.067893e+03  2.530403e+02                  0.00000
#> gk_speed                   -5.579038e+01 -5.579038e+01                  0.00000
#> gk_positioning             -1.186635e+03  1.115390e+03                  0.00000
#> attacking_crossing          1.072441e+04  6.822952e+03                  0.00000
#> attacking_finishing         2.014101e+04 -1.552260e+04                  0.00000
#> attacking_heading_accuracy -6.992236e+02 -6.817116e+02                  0.00000
#> attacking_short_passing     1.166158e+04 -6.672426e+03                  0.00000
#> attacking_volleys           1.632375e+05  9.945034e+04                  0.00000
#> skill_dribbling             1.877233e+06 -2.556607e+02                  0.00000
#> skill_curve                 4.760225e+04 -4.792775e+04                  0.00000
#> skill_fk_accuracy           1.474865e+05  1.500971e+05                 31.29460
#> skill_long_passing          6.262132e+03  8.568963e+02                  0.00000
#> skill_ball_control          1.604718e+02  1.430308e+04                  0.00000
#> movement_acceleration       9.898262e+02  1.000074e+03                  0.00000
#> movement_sprint_speed       3.316441e+03  9.462065e+02                264.56540
#> movement_agility            6.397957e+02 -1.620577e+01                  0.00000
#> movement_reactions          2.248235e+06  5.908696e+05                374.31768
#> movement_balance            2.568437e+02  2.568437e+02                  0.00000
#> power_shot_power            9.650781e+05  1.667032e+05                  0.00000
#> power_jumping               4.340415e+02 -1.967221e+02                  0.00000
#> power_stamina              -9.083657e+02 -1.261820e+02                  0.00000
#> power_strength             -1.489511e+02  1.190751e+02                  0.00000
#> power_long_shots            8.683946e+03 -3.847145e+03                300.40611
#> mentality_aggression        1.344795e+02 -9.725461e+01                  0.00000
#> mentality_interceptions     2.436112e+04 -3.310352e+04                  0.00000
#> mentality_positioning      -8.686011e+03 -2.205571e+03               -236.25321
#> mentality_vision            2.632307e+04  2.551475e+03                  0.00000
#> mentality_penalties         3.901085e+04 -6.378739e+03                  0.00000
#> mentality_composure        -1.504049e+02 -8.255627e+01                 64.63615
#> defending_marking          -5.602535e+02 -1.971079e+02                  0.00000
#> defending_standing_tackle   1.439807e+02  2.477284e+02                  0.00000
#> defending_sliding_tackle    4.101708e+02 -9.039109e+02                -10.10863
#> goalkeeping_diving          4.203367e+02 -1.680149e+03                  0.00000
#> goalkeeping_handling       -2.395466e+03  5.753905e+02                  0.00000
#> goalkeeping_kicking        -2.769112e+03  3.623097e+02                -10.42168
#> goalkeeping_positioning     1.911939e+03 -9.381072e+02                  0.00000
#> goalkeeping_reflexes        0.000000e+00  0.000000e+00                  0.00000
#>                             weak_foot  skill_moves         pace      shooting
#> age                        -10.565173  1494.932327   187.750500  21469.323405
#> height_cm                    0.000000     0.000000     0.000000      0.000000
#> weight_kg                    0.000000     0.000000     0.000000      0.000000
#> overall                     20.081259  3594.968988 -1981.034572  46010.598787
#> potential                   -4.880131   823.825196  3917.241227 -40969.474197
#> international_reputation     0.000000     0.000000   358.722972      0.000000
#> weak_foot                  -48.700054     0.000000     0.000000      0.000000
#> skill_moves                  0.000000  4853.257173     0.000000      0.000000
#> pace                         0.000000     0.000000 -1944.873114      0.000000
#> shooting                     0.000000     0.000000     0.000000  43255.022015
#> passing                      0.000000     0.000000     0.000000      0.000000
#> dribbling                    0.000000     0.000000     0.000000      0.000000
#> defending                    0.000000     0.000000    99.362352   3115.246072
#> physic                       0.000000     0.000000   536.859870   -152.887460
#> gk_diving                    0.000000     0.000000     0.000000      0.000000
#> gk_handling                  0.000000     0.000000     0.000000      0.000000
#> gk_kicking                   0.000000     0.000000     0.000000      0.000000
#> gk_reflexes                  0.000000     0.000000     0.000000      0.000000
#> gk_speed                     0.000000     0.000000     0.000000    -20.602262
#> gk_positioning               0.000000     0.000000     0.000000      0.000000
#> attacking_crossing           0.000000     0.000000    30.909007      0.000000
#> attacking_finishing          0.000000   -15.881831  1108.528801      0.000000
#> attacking_heading_accuracy   0.000000     0.000000     0.000000     11.276180
#> attacking_short_passing      0.000000     0.000000 -1774.818170   -202.524155
#> attacking_volleys            0.000000     0.000000     0.000000      0.000000
#> skill_dribbling              0.000000     0.000000     0.000000 -39694.161849
#> skill_curve                  0.000000     0.000000     0.000000      0.000000
#> skill_fk_accuracy            0.000000     0.000000     0.000000   5465.890805
#> skill_long_passing           0.000000     1.689556     0.000000      0.000000
#> skill_ball_control           0.000000     0.000000  -322.330642   -320.697113
#> movement_acceleration        0.000000     0.000000     0.000000      0.000000
#> movement_sprint_speed        0.000000    63.179978     0.000000     -3.531588
#> movement_agility             0.000000     0.000000     0.000000      0.000000
#> movement_reactions           0.000000 -6702.258906     0.000000     -7.957968
#> movement_balance             0.000000     0.000000     0.000000      0.000000
#> power_shot_power             0.000000     0.000000     0.000000      0.000000
#> power_jumping                0.000000     0.000000     0.000000      0.000000
#> power_stamina                0.000000     9.813728     0.000000      0.000000
#> power_strength               0.000000     0.000000     0.000000      0.000000
#> power_long_shots             0.000000     0.000000     0.000000      0.000000
#> mentality_aggression         0.000000     0.000000     0.000000      0.000000
#> mentality_interceptions      0.000000     0.000000     0.000000     -6.749453
#> mentality_positioning        0.000000     0.000000     0.000000   1377.799015
#> mentality_vision             0.000000     0.000000   150.420616   3885.138480
#> mentality_penalties          0.000000   456.398198     0.000000      0.000000
#> mentality_composure          0.000000     0.000000     0.000000      0.000000
#> defending_marking            0.000000     0.000000     0.000000    -12.822208
#> defending_standing_tackle   20.081259     0.000000     0.000000      0.000000
#> defending_sliding_tackle     0.000000     0.000000    -2.389472      0.000000
#> goalkeeping_diving           0.000000     0.000000     0.000000      0.000000
#> goalkeeping_handling         0.000000     0.000000     0.000000      0.000000
#> goalkeeping_kicking          0.000000     0.000000     0.000000      0.000000
#> goalkeeping_positioning      0.000000     0.000000     0.000000    -28.516893
#> goalkeeping_reflexes         0.000000     0.000000     0.000000      0.000000
#>                                passing     dribbling     defending
#> age                          323.90285  1.138169e+03  7.178088e+05
#> height_cm                      0.00000  1.771765e+05  1.975028e+01
#> weight_kg                      0.00000  0.000000e+00  1.378921e+03
#> overall                      796.45226  7.562987e+05  2.247250e+06
#> potential                    526.85327 -2.061687e+03  5.466855e+05
#> international_reputation       0.00000  0.000000e+00  3.587230e+02
#> weak_foot                      0.00000  0.000000e+00  0.000000e+00
#> skill_moves                    0.00000  0.000000e+00  0.000000e+00
#> pace                           0.00000  0.000000e+00  9.936235e+01
#> shooting                       0.00000  0.000000e+00  3.115246e+03
#> passing                    -4439.27554  0.000000e+00  0.000000e+00
#> dribbling                      0.00000 -1.084260e+05  7.331469e+00
#> defending                      0.00000  7.331469e+00 -7.929399e+05
#> physic                         0.00000  0.000000e+00 -8.462494e+01
#> gk_diving                      0.00000 -3.200903e+00  0.000000e+00
#> gk_handling                    0.00000  0.000000e+00 -2.731829e+01
#> gk_kicking                     0.00000  0.000000e+00  0.000000e+00
#> gk_reflexes                    0.00000  0.000000e+00 -4.589863e+01
#> gk_speed                       0.00000  0.000000e+00  0.000000e+00
#> gk_positioning                56.64980  0.000000e+00  0.000000e+00
#> attacking_crossing             0.00000  0.000000e+00 -4.653334e+01
#> attacking_finishing          145.56661  7.817319e+02 -4.895454e+03
#> attacking_heading_accuracy     0.00000 -2.833009e+02  0.000000e+00
#> attacking_short_passing        0.00000  0.000000e+00 -2.299481e+03
#> attacking_volleys              0.00000  4.383869e+01  0.000000e+00
#> skill_dribbling                0.00000  0.000000e+00 -5.304364e+01
#> skill_curve                    0.00000  0.000000e+00 -7.092230e+02
#> skill_fk_accuracy              0.00000  0.000000e+00  0.000000e+00
#> skill_long_passing             0.00000  0.000000e+00 -4.449820e+02
#> skill_ball_control             0.00000  7.817319e+02 -5.771514e+01
#> movement_acceleration          0.00000  0.000000e+00  4.335944e+03
#> movement_sprint_speed          0.00000  6.851727e+02  6.093867e+01
#> movement_agility               0.00000  0.000000e+00  6.675235e+02
#> movement_reactions             0.00000  7.817319e+02  1.618486e+00
#> movement_balance               0.00000  0.000000e+00  0.000000e+00
#> power_shot_power               0.00000  0.000000e+00 -9.042099e+02
#> power_jumping                 21.84523  0.000000e+00 -7.827392e+01
#> power_stamina                  0.00000  0.000000e+00 -7.804220e+01
#> power_strength                 0.00000 -6.855500e+01  5.419165e+00
#> power_long_shots               0.00000  0.000000e+00 -4.624464e+02
#> mentality_aggression           0.00000  0.000000e+00  0.000000e+00
#> mentality_interceptions        0.00000  0.000000e+00  0.000000e+00
#> mentality_positioning        564.28126  0.000000e+00 -1.616684e+02
#> mentality_vision             101.37624  0.000000e+00  0.000000e+00
#> mentality_penalties            0.00000  0.000000e+00 -2.216009e+01
#> mentality_composure            0.00000  0.000000e+00  0.000000e+00
#> defending_marking              0.00000  0.000000e+00  7.885469e+00
#> defending_standing_tackle      0.00000  0.000000e+00  1.645328e+03
#> defending_sliding_tackle     564.28126  0.000000e+00  0.000000e+00
#> goalkeeping_diving             0.00000  0.000000e+00 -9.117712e+01
#> goalkeeping_handling           0.00000  0.000000e+00 -4.774318e+01
#> goalkeeping_kicking            0.00000  0.000000e+00 -6.368548e+01
#> goalkeeping_positioning        0.00000  0.000000e+00 -3.791340e+01
#> goalkeeping_reflexes           0.00000  0.000000e+00  0.000000e+00
#>                                   physic     gk_diving   gk_handling
#> age                          3471.167257  1.219791e+04 -16417.939118
#> height_cm                       0.000000  0.000000e+00      0.000000
#> weight_kg                       0.000000  0.000000e+00 -42573.371381
#> overall                    -12407.746407  2.626971e+05  56041.706397
#> potential                    6917.759133  1.702748e+05  18461.204659
#> international_reputation     4846.323112  0.000000e+00     21.932756
#> weak_foot                       0.000000  0.000000e+00      0.000000
#> skill_moves                     0.000000  0.000000e+00      0.000000
#> pace                          536.859870  0.000000e+00      0.000000
#> shooting                     -152.887460  0.000000e+00      0.000000
#> passing                         0.000000  0.000000e+00      0.000000
#> dribbling                       0.000000 -3.200903e+00      0.000000
#> defending                     -84.624936  0.000000e+00    -27.318291
#> physic                      -2832.780281  0.000000e+00      5.200521
#> gk_diving                       0.000000 -1.207055e+05      0.000000
#> gk_handling                     5.200521  0.000000e+00  39320.123283
#> gk_kicking                      0.000000  0.000000e+00      0.000000
#> gk_reflexes                     0.000000  0.000000e+00      0.000000
#> gk_speed                        0.000000  0.000000e+00      0.000000
#> gk_positioning                  0.000000  0.000000e+00      0.000000
#> attacking_crossing             -9.732615  6.193535e+00      0.000000
#> attacking_finishing             0.000000  0.000000e+00     -2.003827
#> attacking_heading_accuracy    -17.512005  0.000000e+00      0.000000
#> attacking_short_passing         0.000000  0.000000e+00      0.000000
#> attacking_volleys               0.000000 -3.200903e+00      0.000000
#> skill_dribbling                 0.000000  0.000000e+00 -15983.501725
#> skill_curve                     0.000000  0.000000e+00      0.000000
#> skill_fk_accuracy               0.000000  0.000000e+00      0.000000
#> skill_long_passing             19.798199  0.000000e+00     -2.003827
#> skill_ball_control              0.000000  0.000000e+00      0.000000
#> movement_acceleration           0.000000  0.000000e+00      0.000000
#> movement_sprint_speed           0.000000  0.000000e+00      0.000000
#> movement_agility                0.000000  0.000000e+00      0.000000
#> movement_reactions          -1075.063546  0.000000e+00      0.000000
#> movement_balance                0.000000  0.000000e+00      0.000000
#> power_shot_power                0.000000  0.000000e+00      0.000000
#> power_jumping                   0.000000  0.000000e+00      0.000000
#> power_stamina                   0.000000  0.000000e+00      0.000000
#> power_strength                  0.000000 -3.200903e+00      0.000000
#> power_long_shots                0.000000  0.000000e+00      0.000000
#> mentality_aggression            0.000000  0.000000e+00      0.000000
#> mentality_interceptions         0.000000  0.000000e+00      0.000000
#> mentality_positioning          71.524846  0.000000e+00      0.000000
#> mentality_vision              360.726148  0.000000e+00      0.000000
#> mentality_penalties         -2789.559965  0.000000e+00      0.000000
#> mentality_composure             0.000000  0.000000e+00      0.000000
#> defending_marking               0.000000  0.000000e+00      0.000000
#> defending_standing_tackle       0.000000  0.000000e+00      0.000000
#> defending_sliding_tackle        0.000000  0.000000e+00      0.000000
#> goalkeeping_diving              0.000000  0.000000e+00      0.000000
#> goalkeeping_handling           -2.876723  0.000000e+00      0.000000
#> goalkeeping_kicking             0.000000  0.000000e+00      0.000000
#> goalkeeping_positioning         7.449692  0.000000e+00     12.961298
#> goalkeeping_reflexes            0.000000  0.000000e+00      0.000000
#>                             gk_kicking   gk_reflexes  gk_speed gk_positioning
#> age                          198.58562   584.8963493 -16.26554       6.803173
#> height_cm                      0.00000     0.0000000   0.00000       8.089366
#> weight_kg                      0.00000     0.0000000   0.00000       0.000000
#> overall                      601.45096 -1067.8931834 -55.79038   -1186.634663
#> potential                   -540.83302   253.0403473 -55.79038    1115.389968
#> international_reputation       0.00000     0.0000000   0.00000       0.000000
#> weak_foot                      0.00000     0.0000000   0.00000       0.000000
#> skill_moves                    0.00000     0.0000000   0.00000       0.000000
#> pace                           0.00000     0.0000000   0.00000       0.000000
#> shooting                       0.00000     0.0000000 -20.60226       0.000000
#> passing                        0.00000     0.0000000   0.00000      56.649798
#> dribbling                      0.00000     0.0000000   0.00000       0.000000
#> defending                      0.00000   -45.8986320   0.00000       0.000000
#> physic                         0.00000     0.0000000   0.00000       0.000000
#> gk_diving                      0.00000     0.0000000   0.00000       0.000000
#> gk_handling                    0.00000     0.0000000   0.00000       0.000000
#> gk_kicking                 -1618.39279     0.0000000   0.00000       0.000000
#> gk_reflexes                    0.00000  1049.1633115   0.00000       0.000000
#> gk_speed                       0.00000     0.0000000 338.65538       0.000000
#> gk_positioning                 0.00000     0.0000000   0.00000    1731.868789
#> attacking_crossing             0.00000     0.0000000   0.00000       0.000000
#> attacking_finishing            0.00000     0.0000000   0.00000       0.000000
#> attacking_heading_accuracy     0.00000     0.0000000   0.00000       0.000000
#> attacking_short_passing        0.00000     0.0000000   0.00000       0.000000
#> attacking_volleys              0.00000     0.0000000   0.00000       0.000000
#> skill_dribbling                0.00000     0.0000000   0.00000       0.000000
#> skill_curve                    0.00000     0.0000000   0.00000       0.000000
#> skill_fk_accuracy              0.00000     0.0000000   0.00000    -274.400959
#> skill_long_passing             0.00000     0.0000000   0.00000       0.000000
#> skill_ball_control             0.00000     0.0000000 -39.52484       0.000000
#> movement_acceleration          0.00000     0.0000000   0.00000       0.000000
#> movement_sprint_speed          0.00000     0.0000000   0.00000       0.000000
#> movement_agility               0.00000     0.0000000   0.00000       0.000000
#> movement_reactions             0.00000   -40.4486304   0.00000       0.000000
#> movement_balance               0.00000     0.0000000   0.00000       0.000000
#> power_shot_power               0.00000     0.0000000 -39.52484       0.000000
#> power_jumping                  0.00000     0.0000000   0.00000       2.828653
#> power_stamina                  0.00000     0.0000000   0.00000       0.000000
#> power_strength                 0.00000     0.0000000   0.00000       0.000000
#> power_long_shots               0.00000     0.0000000   0.00000       0.000000
#> mentality_aggression           0.00000     0.0000000   0.00000       0.000000
#> mentality_interceptions        0.00000     0.0000000   0.00000       0.000000
#> mentality_positioning          0.00000     0.0000000   0.00000       0.000000
#> mentality_vision               0.00000     0.0000000   0.00000    -338.952495
#> mentality_penalties            0.00000     0.0000000   0.00000       0.000000
#> mentality_composure            0.00000     0.0000000   0.00000       0.000000
#> defending_marking              0.00000     0.0000000 -19.50805       0.000000
#> defending_standing_tackle    -14.47992     0.0000000   0.00000       0.000000
#> defending_sliding_tackle       0.00000     0.0000000   0.00000       0.000000
#> goalkeeping_diving             0.00000     0.0000000   0.00000       0.000000
#> goalkeeping_handling           0.00000     0.0000000   0.00000       0.000000
#> goalkeeping_kicking          615.93088     0.1397941   0.00000       0.000000
#> goalkeeping_positioning        0.00000     0.0000000   0.00000       0.000000
#> goalkeeping_reflexes           0.00000     0.0000000   0.00000       0.000000
#>                            attacking_crossing attacking_finishing
#> age                              -8448.316519       -12997.213888
#> height_cm                            0.000000         -159.577356
#> weight_kg                            0.000000            0.000000
#> overall                          10724.412814        20141.010891
#> potential                         6822.952107       -15522.597082
#> international_reputation             0.000000            0.000000
#> weak_foot                            0.000000            0.000000
#> skill_moves                          0.000000          -15.881831
#> pace                                30.909007         1108.528801
#> shooting                             0.000000            0.000000
#> passing                              0.000000          145.566609
#> dribbling                            0.000000          781.731936
#> defending                          -46.533341        -4895.454124
#> physic                              -9.732615            0.000000
#> gk_diving                            6.193535            0.000000
#> gk_handling                          0.000000           -2.003827
#> gk_kicking                           0.000000            0.000000
#> gk_reflexes                          0.000000            0.000000
#> gk_speed                             0.000000            0.000000
#> gk_positioning                       0.000000            0.000000
#> attacking_crossing              -19338.425382            0.000000
#> attacking_finishing                  0.000000        20582.624013
#> attacking_heading_accuracy           0.000000           -7.862853
#> attacking_short_passing              0.000000         1844.434888
#> attacking_volleys                    0.000000            0.000000
#> skill_dribbling                      0.000000            0.000000
#> skill_curve                          0.000000            0.000000
#> skill_fk_accuracy                    0.000000            0.000000
#> skill_long_passing                   0.000000          -26.733245
#> skill_ball_control                   0.000000         -298.011043
#> movement_acceleration                0.000000           30.644431
#> movement_sprint_speed                0.000000            0.000000
#> movement_agility                     0.000000            0.000000
#> movement_reactions                  -9.732615         -686.108962
#> movement_balance                     0.000000          256.843675
#> power_shot_power                     0.000000            0.000000
#> power_jumping                        0.000000         -148.533395
#> power_stamina                      -92.333715           44.431452
#> power_strength                       0.000000            0.000000
#> power_long_shots                     0.000000            0.000000
#> mentality_aggression                 0.000000            0.000000
#> mentality_interceptions              0.000000            0.000000
#> mentality_positioning                0.000000            0.000000
#> mentality_vision                     0.000000          -14.210708
#> mentality_penalties               -178.269168            0.000000
#> mentality_composure                  0.000000          -67.848615
#> defending_marking                    0.000000            0.000000
#> defending_standing_tackle            0.000000            0.000000
#> defending_sliding_tackle            -3.984474           64.462670
#> goalkeeping_diving                -405.469803            0.000000
#> goalkeeping_handling                 0.000000            0.000000
#> goalkeeping_kicking                  0.000000         -117.755300
#> goalkeeping_positioning              0.000000            0.000000
#> goalkeeping_reflexes                 0.000000            0.000000
#>                            attacking_heading_accuracy attacking_short_passing
#> age                                       -253.594817              -378.20400
#> height_cm                                    0.000000                 0.00000
#> weight_kg                                    0.000000                 0.00000
#> overall                                   -699.223630             11661.57774
#> potential                                 -681.711625             -6672.42555
#> international_reputation                     0.000000                 0.00000
#> weak_foot                                    0.000000                 0.00000
#> skill_moves                                  0.000000                 0.00000
#> pace                                         0.000000             -1774.81817
#> shooting                                    11.276180              -202.52416
#> passing                                      0.000000                 0.00000
#> dribbling                                 -283.300907                 0.00000
#> defending                                    0.000000             -2299.48103
#> physic                                     -17.512005                 0.00000
#> gk_diving                                    0.000000                 0.00000
#> gk_handling                                  0.000000                 0.00000
#> gk_kicking                                   0.000000                 0.00000
#> gk_reflexes                                  0.000000                 0.00000
#> gk_speed                                     0.000000                 0.00000
#> gk_positioning                               0.000000                 0.00000
#> attacking_crossing                           0.000000                 0.00000
#> attacking_finishing                         -7.862853              1844.43489
#> attacking_heading_accuracy                2967.481877                 0.00000
#> attacking_short_passing                      0.000000            -11057.63839
#> attacking_volleys                            0.000000                 0.00000
#> skill_dribbling                              0.000000                 0.00000
#> skill_curve                                  0.000000                 0.00000
#> skill_fk_accuracy                            0.000000                 0.00000
#> skill_long_passing                           0.000000                 0.00000
#> skill_ball_control                           0.000000                 0.00000
#> movement_acceleration                        0.000000                 0.00000
#> movement_sprint_speed                        0.000000                 0.00000
#> movement_agility                             0.000000               656.00151
#> movement_reactions                           0.000000                 0.00000
#> movement_balance                             0.000000                 0.00000
#> power_shot_power                             0.000000                 0.00000
#> power_jumping                                0.000000                 0.00000
#> power_stamina                                0.000000                 0.00000
#> power_strength                               0.000000                 0.00000
#> power_long_shots                             0.000000                 0.00000
#> mentality_aggression                         0.000000                 0.00000
#> mentality_interceptions                      0.000000                 0.00000
#> mentality_positioning                        0.000000                 0.00000
#> mentality_vision                             0.000000                 0.00000
#> mentality_penalties                          0.000000                 0.00000
#> mentality_composure                          0.000000                 0.00000
#> defending_marking                            0.000000                 0.00000
#> defending_standing_tackle                    0.000000             -1272.90931
#> defending_sliding_tackle                     0.000000                15.33042
#> goalkeeping_diving                           0.000000                 2.38316
#> goalkeeping_handling                       -15.084944              1006.99858
#> goalkeeping_kicking                          0.000000                 0.00000
#> goalkeeping_positioning                      0.000000                 0.00000
#> goalkeeping_reflexes                         0.000000                 0.00000
#>                            attacking_volleys skill_dribbling  skill_curve
#> age                             1.563585e+04    258286.65165    861.07263
#> height_cm                      -1.224995e+03         0.00000      0.00000
#> weight_kg                       0.000000e+00         0.00000      0.00000
#> overall                         1.632375e+05   1877233.24051  47602.24727
#> potential                       9.945034e+04      -255.66070 -47927.74655
#> international_reputation        0.000000e+00         0.00000      0.00000
#> weak_foot                       0.000000e+00         0.00000      0.00000
#> skill_moves                     0.000000e+00         0.00000      0.00000
#> pace                            0.000000e+00         0.00000      0.00000
#> shooting                        0.000000e+00    -39694.16185      0.00000
#> passing                         0.000000e+00         0.00000      0.00000
#> dribbling                       4.383869e+01         0.00000      0.00000
#> defending                       0.000000e+00       -53.04364   -709.22301
#> physic                          0.000000e+00         0.00000      0.00000
#> gk_diving                      -3.200903e+00         0.00000      0.00000
#> gk_handling                     0.000000e+00    -15983.50173      0.00000
#> gk_kicking                      0.000000e+00         0.00000      0.00000
#> gk_reflexes                     0.000000e+00         0.00000      0.00000
#> gk_speed                        0.000000e+00         0.00000      0.00000
#> gk_positioning                  0.000000e+00         0.00000      0.00000
#> attacking_crossing              0.000000e+00         0.00000      0.00000
#> attacking_finishing             0.000000e+00         0.00000      0.00000
#> attacking_heading_accuracy      0.000000e+00         0.00000      0.00000
#> attacking_short_passing         0.000000e+00         0.00000      0.00000
#> attacking_volleys              -1.555064e+05         0.00000      0.00000
#> skill_dribbling                 0.000000e+00   -127810.35501      0.00000
#> skill_curve                     0.000000e+00         0.00000  27584.20239
#> skill_fk_accuracy               0.000000e+00         0.00000      0.00000
#> skill_long_passing              0.000000e+00         0.00000      0.00000
#> skill_ball_control             -1.497785e+03         0.00000      0.00000
#> movement_acceleration           0.000000e+00         0.00000      0.00000
#> movement_sprint_speed           0.000000e+00         0.00000      0.00000
#> movement_agility                0.000000e+00         0.00000      0.00000
#> movement_reactions              1.086090e+05         0.00000     53.32714
#> movement_balance                0.000000e+00         0.00000      0.00000
#> power_shot_power                0.000000e+00         0.00000      0.00000
#> power_jumping                   0.000000e+00         0.00000      0.00000
#> power_stamina                   0.000000e+00         0.00000      0.00000
#> power_strength                 -6.855500e+01         0.00000      0.00000
#> power_long_shots                0.000000e+00         0.00000      0.00000
#> mentality_aggression            0.000000e+00         0.00000      0.00000
#> mentality_interceptions         0.000000e+00         0.00000      0.00000
#> mentality_positioning           0.000000e+00         0.00000      0.00000
#> mentality_vision                0.000000e+00         0.00000      0.00000
#> mentality_penalties             7.114003e+02         0.00000   -699.75195
#> mentality_composure             0.000000e+00         0.00000      0.00000
#> defending_marking               0.000000e+00         0.00000      0.00000
#> defending_standing_tackle       0.000000e+00         0.00000      0.00000
#> defending_sliding_tackle        0.000000e+00         0.00000      0.00000
#> goalkeeping_diving              0.000000e+00         0.00000   1690.95730
#> goalkeeping_handling            0.000000e+00         0.00000      0.00000
#> goalkeeping_kicking             0.000000e+00         0.00000      0.00000
#> goalkeeping_positioning         0.000000e+00         0.00000      0.00000
#> goalkeeping_reflexes            0.000000e+00         0.00000      0.00000
#>                            skill_fk_accuracy skill_long_passing
#> age                             136172.32422        2801.681243
#> height_cm                         -103.30009           0.000000
#> weight_kg                          377.73208           0.000000
#> overall                         147486.47653        6262.131611
#> potential                       150097.13390         856.896274
#> international_reputation            31.29460           0.000000
#> weak_foot                            0.00000           0.000000
#> skill_moves                          0.00000           1.689556
#> pace                                 0.00000           0.000000
#> shooting                          5465.89081           0.000000
#> passing                              0.00000           0.000000
#> dribbling                            0.00000           0.000000
#> defending                            0.00000        -444.982040
#> physic                               0.00000          19.798199
#> gk_diving                            0.00000           0.000000
#> gk_handling                          0.00000          -2.003827
#> gk_kicking                           0.00000           0.000000
#> gk_reflexes                          0.00000           0.000000
#> gk_speed                             0.00000           0.000000
#> gk_positioning                    -274.40096           0.000000
#> attacking_crossing                   0.00000           0.000000
#> attacking_finishing                  0.00000         -26.733245
#> attacking_heading_accuracy           0.00000           0.000000
#> attacking_short_passing              0.00000           0.000000
#> attacking_volleys                    0.00000           0.000000
#> skill_dribbling                      0.00000           0.000000
#> skill_curve                          0.00000           0.000000
#> skill_fk_accuracy              -143782.99846           0.000000
#> skill_long_passing                   0.00000      -16433.980301
#> skill_ball_control                   0.00000           0.000000
#> movement_acceleration                0.00000           0.000000
#> movement_sprint_speed                0.00000           0.000000
#> movement_agility                     0.00000           0.000000
#> movement_reactions                1343.79919           0.000000
#> movement_balance                     0.00000           0.000000
#> power_shot_power                     0.00000           0.000000
#> power_jumping                        0.00000           0.000000
#> power_stamina                        0.00000           0.000000
#> power_strength                       0.00000           0.000000
#> power_long_shots                     0.00000           0.000000
#> mentality_aggression                 0.00000           0.000000
#> mentality_interceptions              0.00000           0.000000
#> mentality_positioning                0.00000           0.000000
#> mentality_vision                     0.00000        -326.978891
#> mentality_penalties                  0.00000           0.000000
#> mentality_composure                  0.00000           0.000000
#> defending_marking                    0.00000           0.000000
#> defending_standing_tackle            0.00000           0.000000
#> defending_sliding_tackle            29.51848           0.000000
#> goalkeeping_diving                   0.00000           0.000000
#> goalkeeping_handling                 0.00000           0.000000
#> goalkeeping_kicking                  0.00000          -4.897730
#> goalkeeping_positioning              0.00000           0.000000
#> goalkeeping_reflexes                 0.00000           0.000000
#>                            skill_ball_control movement_acceleration
#> age                              -27304.26964           -2967.30337
#> height_cm                            15.22467               0.00000
#> weight_kg                          -902.53216           -1778.45695
#> overall                             160.47182             989.82615
#> potential                         14303.08184            1000.07413
#> international_reputation              0.00000               0.00000
#> weak_foot                             0.00000               0.00000
#> skill_moves                           0.00000               0.00000
#> pace                               -322.33064               0.00000
#> shooting                           -320.69711               0.00000
#> passing                               0.00000               0.00000
#> dribbling                           781.73194               0.00000
#> defending                           -57.71514            4335.94417
#> physic                                0.00000               0.00000
#> gk_diving                             0.00000               0.00000
#> gk_handling                           0.00000               0.00000
#> gk_kicking                            0.00000               0.00000
#> gk_reflexes                           0.00000               0.00000
#> gk_speed                            -39.52484               0.00000
#> gk_positioning                        0.00000               0.00000
#> attacking_crossing                    0.00000               0.00000
#> attacking_finishing                -298.01104              30.64443
#> attacking_heading_accuracy            0.00000               0.00000
#> attacking_short_passing               0.00000               0.00000
#> attacking_volleys                 -1497.78485               0.00000
#> skill_dribbling                       0.00000               0.00000
#> skill_curve                           0.00000               0.00000
#> skill_fk_accuracy                     0.00000               0.00000
#> skill_long_passing                    0.00000               0.00000
#> skill_ball_control                57395.36872               0.00000
#> movement_acceleration                 0.00000           -3226.76616
#> movement_sprint_speed                 0.00000               0.00000
#> movement_agility                      0.00000               0.00000
#> movement_reactions                 -351.11786            -252.60343
#> movement_balance                      0.00000               0.00000
#> power_shot_power                  -1056.17498               0.00000
#> power_jumping                         0.00000              45.61548
#> power_stamina                         0.00000               0.00000
#> power_strength                        0.00000               0.00000
#> power_long_shots                      0.00000               0.00000
#> mentality_aggression                  0.00000               0.00000
#> mentality_interceptions               0.00000               0.00000
#> mentality_positioning                 0.00000               0.00000
#> mentality_vision                     11.43932               0.00000
#> mentality_penalties               -6560.75172               0.00000
#> mentality_composure                   0.00000               0.00000
#> defending_marking                     0.00000               0.00000
#> defending_standing_tackle           -15.85454               0.00000
#> defending_sliding_tackle              0.00000               0.00000
#> goalkeeping_diving                    0.00000               0.00000
#> goalkeeping_handling                  0.00000               0.00000
#> goalkeeping_kicking                  88.70202               0.00000
#> goalkeeping_positioning            -690.87254               0.00000
#> goalkeeping_reflexes                  0.00000               0.00000
#>                            movement_sprint_speed movement_agility
#> age                                  -379.545295        639.79573
#> height_cm                              -7.559841          0.00000
#> weight_kg                              -9.496190          0.00000
#> overall                              3316.441388        639.79573
#> potential                             946.206509        -16.20577
#> international_reputation              264.565401          0.00000
#> weak_foot                               0.000000          0.00000
#> skill_moves                            63.179978          0.00000
#> pace                                    0.000000          0.00000
#> shooting                               -3.531588          0.00000
#> passing                                 0.000000          0.00000
#> dribbling                             685.172696          0.00000
#> defending                              60.938671        667.52353
#> physic                                  0.000000          0.00000
#> gk_diving                               0.000000          0.00000
#> gk_handling                             0.000000          0.00000
#> gk_kicking                              0.000000          0.00000
#> gk_reflexes                             0.000000          0.00000
#> gk_speed                                0.000000          0.00000
#> gk_positioning                          0.000000          0.00000
#> attacking_crossing                      0.000000          0.00000
#> attacking_finishing                     0.000000          0.00000
#> attacking_heading_accuracy              0.000000          0.00000
#> attacking_short_passing                 0.000000        656.00151
#> attacking_volleys                       0.000000          0.00000
#> skill_dribbling                         0.000000          0.00000
#> skill_curve                             0.000000          0.00000
#> skill_fk_accuracy                       0.000000          0.00000
#> skill_long_passing                      0.000000          0.00000
#> skill_ball_control                      0.000000          0.00000
#> movement_acceleration                   0.000000          0.00000
#> movement_sprint_speed               -2210.122399          0.00000
#> movement_agility                        0.000000      -3613.35668
#> movement_reactions                  -2985.007110          0.00000
#> movement_balance                        0.000000          0.00000
#> power_shot_power                        0.000000          0.00000
#> power_jumping                         -87.596835          0.00000
#> power_stamina                         297.365025          0.00000
#> power_strength                          0.000000          0.00000
#> power_long_shots                        0.000000          0.00000
#> mentality_aggression                    0.000000          0.00000
#> mentality_interceptions                 0.000000          0.00000
#> mentality_positioning                   0.000000          0.00000
#> mentality_vision                        0.000000          0.00000
#> mentality_penalties                   159.062838          0.00000
#> mentality_composure                   -58.398872          0.00000
#> defending_marking                       0.000000          0.00000
#> defending_standing_tackle               0.000000          0.00000
#> defending_sliding_tackle              -14.367613          0.00000
#> goalkeeping_diving                      0.000000          0.00000
#> goalkeeping_handling                    0.000000          0.00000
#> goalkeeping_kicking                     0.000000          0.00000
#> goalkeeping_positioning                 0.000000          0.00000
#> goalkeeping_reflexes                    0.000000          0.00000
#>                            movement_reactions movement_balance power_shot_power
#> age                              3.118304e+05         256.8437     171260.69695
#> height_cm                       -1.486684e+01           0.0000          0.00000
#> weight_kg                        7.191038e+01           0.0000          0.00000
#> overall                          2.248235e+06         256.8437     965078.09642
#> potential                        5.908696e+05         256.8437     166703.22408
#> international_reputation         3.743177e+02           0.0000          0.00000
#> weak_foot                        0.000000e+00           0.0000          0.00000
#> skill_moves                     -6.702259e+03           0.0000          0.00000
#> pace                             0.000000e+00           0.0000          0.00000
#> shooting                        -7.957968e+00           0.0000          0.00000
#> passing                          0.000000e+00           0.0000          0.00000
#> dribbling                        7.817319e+02           0.0000          0.00000
#> defending                        1.618486e+00           0.0000       -904.20994
#> physic                          -1.075064e+03           0.0000          0.00000
#> gk_diving                        0.000000e+00           0.0000          0.00000
#> gk_handling                      0.000000e+00           0.0000          0.00000
#> gk_kicking                       0.000000e+00           0.0000          0.00000
#> gk_reflexes                     -4.044863e+01           0.0000          0.00000
#> gk_speed                         0.000000e+00           0.0000        -39.52484
#> gk_positioning                   0.000000e+00           0.0000          0.00000
#> attacking_crossing              -9.732615e+00           0.0000          0.00000
#> attacking_finishing             -6.861090e+02         256.8437          0.00000
#> attacking_heading_accuracy       0.000000e+00           0.0000          0.00000
#> attacking_short_passing          0.000000e+00           0.0000          0.00000
#> attacking_volleys                1.086090e+05           0.0000          0.00000
#> skill_dribbling                  0.000000e+00           0.0000          0.00000
#> skill_curve                      5.332714e+01           0.0000          0.00000
#> skill_fk_accuracy                1.343799e+03           0.0000          0.00000
#> skill_long_passing               0.000000e+00           0.0000          0.00000
#> skill_ball_control              -3.511179e+02           0.0000      -1056.17498
#> movement_acceleration           -2.526034e+02           0.0000          0.00000
#> movement_sprint_speed           -2.985007e+03           0.0000          0.00000
#> movement_agility                 0.000000e+00           0.0000          0.00000
#> movement_reactions              -6.068942e+05           0.0000          0.00000
#> movement_balance                 0.000000e+00       -1712.2912          0.00000
#> power_shot_power                 0.000000e+00           0.0000    -215394.99147
#> power_jumping                    0.000000e+00           0.0000          0.00000
#> power_stamina                    0.000000e+00           0.0000          0.00000
#> power_strength                   0.000000e+00           0.0000          0.00000
#> power_long_shots                 0.000000e+00           0.0000          0.00000
#> mentality_aggression             0.000000e+00           0.0000          0.00000
#> mentality_interceptions          0.000000e+00           0.0000          0.00000
#> mentality_positioning            1.946752e+03           0.0000          0.00000
#> mentality_vision                -1.421071e+01           0.0000          0.00000
#> mentality_penalties             -2.675553e+04           0.0000          0.00000
#> mentality_composure              0.000000e+00           0.0000          0.00000
#> defending_marking                0.000000e+00           0.0000          0.00000
#> defending_standing_tackle        0.000000e+00           0.0000          0.00000
#> defending_sliding_tackle         1.989305e+02           0.0000          0.00000
#> goalkeeping_diving               0.000000e+00           0.0000          0.00000
#> goalkeeping_handling             0.000000e+00           0.0000          0.00000
#> goalkeeping_kicking              7.342046e+02         256.8437          0.00000
#> goalkeeping_positioning          8.743887e+01           0.0000          0.00000
#> goalkeeping_reflexes             0.000000e+00           0.0000          0.00000
#>                            power_jumping power_stamina power_strength
#> age                          -259.525004    349.715646       0.000000
#> height_cm                       2.173586     -7.559841       0.000000
#> weight_kg                       0.000000      0.000000       0.000000
#> overall                       434.041550   -908.365667    -148.951111
#> potential                    -196.722096   -126.182039     119.075128
#> international_reputation        0.000000      0.000000       0.000000
#> weak_foot                       0.000000      0.000000       0.000000
#> skill_moves                     0.000000      9.813728       0.000000
#> pace                            0.000000      0.000000       0.000000
#> shooting                        0.000000      0.000000       0.000000
#> passing                        21.845228      0.000000       0.000000
#> dribbling                       0.000000      0.000000     -68.555003
#> defending                     -78.273919    -78.042203       5.419165
#> physic                          0.000000      0.000000       0.000000
#> gk_diving                       0.000000      0.000000      -3.200903
#> gk_handling                     0.000000      0.000000       0.000000
#> gk_kicking                      0.000000      0.000000       0.000000
#> gk_reflexes                     0.000000      0.000000       0.000000
#> gk_speed                        0.000000      0.000000       0.000000
#> gk_positioning                  2.828653      0.000000       0.000000
#> attacking_crossing              0.000000    -92.333715       0.000000
#> attacking_finishing          -148.533395     44.431452       0.000000
#> attacking_heading_accuracy      0.000000      0.000000       0.000000
#> attacking_short_passing         0.000000      0.000000       0.000000
#> attacking_volleys               0.000000      0.000000     -68.555003
#> skill_dribbling                 0.000000      0.000000       0.000000
#> skill_curve                     0.000000      0.000000       0.000000
#> skill_fk_accuracy               0.000000      0.000000       0.000000
#> skill_long_passing              0.000000      0.000000       0.000000
#> skill_ball_control              0.000000      0.000000       0.000000
#> movement_acceleration          45.615480      0.000000       0.000000
#> movement_sprint_speed         -87.596835    297.365025       0.000000
#> movement_agility                0.000000      0.000000       0.000000
#> movement_reactions              0.000000      0.000000       0.000000
#> movement_balance                0.000000      0.000000       0.000000
#> power_shot_power                0.000000      0.000000       0.000000
#> power_jumping                 258.255344    164.174724       0.000000
#> power_stamina                 164.174724    995.701655       0.000000
#> power_strength                  0.000000      0.000000     292.017568
#> power_long_shots                0.000000      0.000000       0.000000
#> mentality_aggression            0.000000      0.000000       0.000000
#> mentality_interceptions         0.000000      0.000000       0.000000
#> mentality_positioning           0.000000     17.149653      21.559733
#> mentality_vision              -38.975729      0.000000       0.000000
#> mentality_penalties             0.000000      0.000000       0.000000
#> mentality_composure             0.000000      0.000000       0.000000
#> defending_marking               0.000000      3.536891       0.000000
#> defending_standing_tackle       0.000000      0.000000       0.000000
#> defending_sliding_tackle        0.000000      1.640046       0.000000
#> goalkeeping_diving              0.000000      0.000000       0.000000
#> goalkeeping_handling            0.000000      0.000000       0.000000
#> goalkeeping_kicking             0.000000      0.000000       0.000000
#> goalkeeping_positioning         0.000000      0.000000       0.000000
#> goalkeeping_reflexes            0.000000      0.000000       0.000000
#>                            power_long_shots mentality_aggression
#> age                              -5233.8595           -159.36125
#> height_cm                            0.0000            454.77992
#> weight_kg                            0.0000              0.00000
#> overall                           8683.9459            134.47952
#> potential                        -3847.1448            -97.25461
#> international_reputation           300.4061              0.00000
#> weak_foot                            0.0000              0.00000
#> skill_moves                          0.0000              0.00000
#> pace                                 0.0000              0.00000
#> shooting                             0.0000              0.00000
#> passing                              0.0000              0.00000
#> dribbling                            0.0000              0.00000
#> defending                         -462.4464              0.00000
#> physic                               0.0000              0.00000
#> gk_diving                            0.0000              0.00000
#> gk_handling                          0.0000              0.00000
#> gk_kicking                           0.0000              0.00000
#> gk_reflexes                          0.0000              0.00000
#> gk_speed                             0.0000              0.00000
#> gk_positioning                       0.0000              0.00000
#> attacking_crossing                   0.0000              0.00000
#> attacking_finishing                  0.0000              0.00000
#> attacking_heading_accuracy           0.0000              0.00000
#> attacking_short_passing              0.0000              0.00000
#> attacking_volleys                    0.0000              0.00000
#> skill_dribbling                      0.0000              0.00000
#> skill_curve                          0.0000              0.00000
#> skill_fk_accuracy                    0.0000              0.00000
#> skill_long_passing                   0.0000              0.00000
#> skill_ball_control                   0.0000              0.00000
#> movement_acceleration                0.0000              0.00000
#> movement_sprint_speed                0.0000              0.00000
#> movement_agility                     0.0000              0.00000
#> movement_reactions                   0.0000              0.00000
#> movement_balance                     0.0000              0.00000
#> power_shot_power                     0.0000              0.00000
#> power_jumping                        0.0000              0.00000
#> power_stamina                        0.0000              0.00000
#> power_strength                       0.0000              0.00000
#> power_long_shots                  7322.8843              0.00000
#> mentality_aggression                 0.0000          -1482.57188
#> mentality_interceptions              0.0000            273.63378
#> mentality_positioning                0.0000            130.17488
#> mentality_vision                  -165.1555              0.00000
#> mentality_penalties                  0.0000              0.00000
#> mentality_composure                  0.0000              0.00000
#> defending_marking                    0.0000              0.00000
#> defending_standing_tackle            0.0000              0.00000
#> defending_sliding_tackle             0.0000            365.28547
#> goalkeeping_diving                   0.0000              0.00000
#> goalkeeping_handling                 0.0000              0.00000
#> goalkeeping_kicking                  0.0000              0.00000
#> goalkeeping_positioning              0.0000              0.00000
#> goalkeeping_reflexes                 0.0000              0.00000
#>                            mentality_interceptions mentality_positioning
#> age                                   8.686884e+03            -421.66436
#> height_cm                             0.000000e+00               0.00000
#> weight_kg                             0.000000e+00               0.00000
#> overall                               2.436112e+04           -8686.01100
#> potential                            -3.310352e+04           -2205.57145
#> international_reputation              0.000000e+00            -236.25321
#> weak_foot                             0.000000e+00               0.00000
#> skill_moves                           0.000000e+00               0.00000
#> pace                                  0.000000e+00               0.00000
#> shooting                             -6.749453e+00            1377.79902
#> passing                               0.000000e+00             564.28126
#> dribbling                             0.000000e+00               0.00000
#> defending                             0.000000e+00            -161.66842
#> physic                                0.000000e+00              71.52485
#> gk_diving                             0.000000e+00               0.00000
#> gk_handling                           0.000000e+00               0.00000
#> gk_kicking                            0.000000e+00               0.00000
#> gk_reflexes                           0.000000e+00               0.00000
#> gk_speed                              0.000000e+00               0.00000
#> gk_positioning                        0.000000e+00               0.00000
#> attacking_crossing                    0.000000e+00               0.00000
#> attacking_finishing                   0.000000e+00               0.00000
#> attacking_heading_accuracy            0.000000e+00               0.00000
#> attacking_short_passing               0.000000e+00               0.00000
#> attacking_volleys                     0.000000e+00               0.00000
#> skill_dribbling                       0.000000e+00               0.00000
#> skill_curve                           0.000000e+00               0.00000
#> skill_fk_accuracy                     0.000000e+00               0.00000
#> skill_long_passing                    0.000000e+00               0.00000
#> skill_ball_control                    0.000000e+00               0.00000
#> movement_acceleration                 0.000000e+00               0.00000
#> movement_sprint_speed                 0.000000e+00               0.00000
#> movement_agility                      0.000000e+00               0.00000
#> movement_reactions                    0.000000e+00            1946.75246
#> movement_balance                      0.000000e+00               0.00000
#> power_shot_power                      0.000000e+00               0.00000
#> power_jumping                         0.000000e+00               0.00000
#> power_stamina                         0.000000e+00              17.14965
#> power_strength                        0.000000e+00              21.55973
#> power_long_shots                      0.000000e+00               0.00000
#> mentality_aggression                  2.736338e+02             130.17488
#> mentality_interceptions               1.832644e+04               0.00000
#> mentality_positioning                 0.000000e+00           16873.88493
#> mentality_vision                      0.000000e+00               0.00000
#> mentality_penalties                   0.000000e+00               0.00000
#> mentality_composure                   0.000000e+00               0.00000
#> defending_marking                     0.000000e+00               0.00000
#> defending_standing_tackle             0.000000e+00               0.00000
#> defending_sliding_tackle              2.683068e+02            -330.05726
#> goalkeeping_diving                    5.304885e-01               0.00000
#> goalkeeping_handling                  0.000000e+00               0.00000
#> goalkeeping_kicking                   0.000000e+00               0.00000
#> goalkeeping_positioning               0.000000e+00               0.00000
#> goalkeeping_reflexes                  0.000000e+00               0.00000
#>                            mentality_vision mentality_penalties
#> age                           -7.746766e+03        2.923536e+03
#> height_cm                      0.000000e+00       -5.326589e+01
#> weight_kg                      0.000000e+00       -9.025322e+02
#> overall                        2.632307e+04        3.901085e+04
#> potential                      2.551475e+03       -6.378739e+03
#> international_reputation       0.000000e+00        0.000000e+00
#> weak_foot                      0.000000e+00        0.000000e+00
#> skill_moves                    0.000000e+00        4.563982e+02
#> pace                           1.504206e+02        0.000000e+00
#> shooting                       3.885138e+03        0.000000e+00
#> passing                        1.013762e+02        0.000000e+00
#> dribbling                      0.000000e+00        0.000000e+00
#> defending                      0.000000e+00       -2.216009e+01
#> physic                         3.607261e+02       -2.789560e+03
#> gk_diving                      0.000000e+00        0.000000e+00
#> gk_handling                    0.000000e+00        0.000000e+00
#> gk_kicking                     0.000000e+00        0.000000e+00
#> gk_reflexes                    0.000000e+00        0.000000e+00
#> gk_speed                       0.000000e+00        0.000000e+00
#> gk_positioning                -3.389525e+02        0.000000e+00
#> attacking_crossing             0.000000e+00       -1.782692e+02
#> attacking_finishing           -1.421071e+01        0.000000e+00
#> attacking_heading_accuracy     0.000000e+00        0.000000e+00
#> attacking_short_passing        0.000000e+00        0.000000e+00
#> attacking_volleys              0.000000e+00        7.114003e+02
#> skill_dribbling                0.000000e+00        0.000000e+00
#> skill_curve                    0.000000e+00       -6.997520e+02
#> skill_fk_accuracy              0.000000e+00        0.000000e+00
#> skill_long_passing            -3.269789e+02        0.000000e+00
#> skill_ball_control             1.143932e+01       -6.560752e+03
#> movement_acceleration          0.000000e+00        0.000000e+00
#> movement_sprint_speed          0.000000e+00        1.590628e+02
#> movement_agility               0.000000e+00        0.000000e+00
#> movement_reactions            -1.421071e+01       -2.675553e+04
#> movement_balance               0.000000e+00        0.000000e+00
#> power_shot_power               0.000000e+00        0.000000e+00
#> power_jumping                 -3.897573e+01        0.000000e+00
#> power_stamina                  0.000000e+00        0.000000e+00
#> power_strength                 0.000000e+00        0.000000e+00
#> power_long_shots              -1.651555e+02        0.000000e+00
#> mentality_aggression           0.000000e+00        0.000000e+00
#> mentality_interceptions        0.000000e+00        0.000000e+00
#> mentality_positioning          0.000000e+00        0.000000e+00
#> mentality_vision              -4.798611e+04        0.000000e+00
#> mentality_penalties            0.000000e+00        2.818580e+04
#> mentality_composure            0.000000e+00        0.000000e+00
#> defending_marking              0.000000e+00        7.859241e-01
#> defending_standing_tackle      1.666946e-01        0.000000e+00
#> defending_sliding_tackle      -1.087256e+03        0.000000e+00
#> goalkeeping_diving             0.000000e+00       -4.318562e+02
#> goalkeeping_handling           0.000000e+00        0.000000e+00
#> goalkeeping_kicking            0.000000e+00        0.000000e+00
#> goalkeeping_positioning        0.000000e+00       -5.939679e+02
#> goalkeeping_reflexes           0.000000e+00        0.000000e+00
#>                            mentality_composure defending_marking
#> age                                 -70.641406      -274.0834687
#> height_cm                             1.169826         0.0000000
#> weight_kg                             0.000000       -44.3089133
#> overall                            -150.404886      -560.2534868
#> potential                           -82.556271      -197.1078938
#> international_reputation             64.636152         0.0000000
#> weak_foot                             0.000000         0.0000000
#> skill_moves                           0.000000         0.0000000
#> pace                                  0.000000         0.0000000
#> shooting                              0.000000       -12.8222084
#> passing                               0.000000         0.0000000
#> dribbling                             0.000000         0.0000000
#> defending                             0.000000         7.8854689
#> physic                                0.000000         0.0000000
#> gk_diving                             0.000000         0.0000000
#> gk_handling                           0.000000         0.0000000
#> gk_kicking                            0.000000         0.0000000
#> gk_reflexes                           0.000000         0.0000000
#> gk_speed                              0.000000       -19.5080545
#> gk_positioning                        0.000000         0.0000000
#> attacking_crossing                    0.000000         0.0000000
#> attacking_finishing                 -67.848615         0.0000000
#> attacking_heading_accuracy            0.000000         0.0000000
#> attacking_short_passing               0.000000         0.0000000
#> attacking_volleys                     0.000000         0.0000000
#> skill_dribbling                       0.000000         0.0000000
#> skill_curve                           0.000000         0.0000000
#> skill_fk_accuracy                     0.000000         0.0000000
#> skill_long_passing                    0.000000         0.0000000
#> skill_ball_control                    0.000000         0.0000000
#> movement_acceleration                 0.000000         0.0000000
#> movement_sprint_speed               -58.398872         0.0000000
#> movement_agility                      0.000000         0.0000000
#> movement_reactions                    0.000000         0.0000000
#> movement_balance                      0.000000         0.0000000
#> power_shot_power                      0.000000         0.0000000
#> power_jumping                         0.000000         0.0000000
#> power_stamina                         0.000000         3.5368914
#> power_strength                        0.000000         0.0000000
#> power_long_shots                      0.000000         0.0000000
#> mentality_aggression                  0.000000         0.0000000
#> mentality_interceptions               0.000000         0.0000000
#> mentality_positioning                 0.000000         0.0000000
#> mentality_vision                      0.000000         0.0000000
#> mentality_penalties                   0.000000         0.7859241
#> mentality_composure                 554.695982         0.0000000
#> defending_marking                     0.000000      1740.0503890
#> defending_standing_tackle             0.000000         0.0000000
#> defending_sliding_tackle             12.127800        60.9436387
#> goalkeeping_diving                    0.000000         0.0000000
#> goalkeeping_handling                  0.000000         0.0000000
#> goalkeeping_kicking                   0.000000         0.2916763
#> goalkeeping_positioning               0.000000         0.0000000
#> goalkeeping_reflexes                  0.000000         0.0000000
#>                            defending_standing_tackle defending_sliding_tackle
#> age                                     1568.9775256              -516.560124
#> height_cm                                  0.0000000              -303.867665
#> weight_kg                                  0.0000000                 0.000000
#> overall                                  143.9806596               410.170760
#> potential                                247.7284029              -903.910919
#> international_reputation                   0.0000000               -10.108631
#> weak_foot                                 20.0812592                 0.000000
#> skill_moves                                0.0000000                 0.000000
#> pace                                       0.0000000                -2.389472
#> shooting                                   0.0000000                 0.000000
#> passing                                    0.0000000               564.281263
#> dribbling                                  0.0000000                 0.000000
#> defending                               1645.3278688                 0.000000
#> physic                                     0.0000000                 0.000000
#> gk_diving                                  0.0000000                 0.000000
#> gk_handling                                0.0000000                 0.000000
#> gk_kicking                               -14.4799182                 0.000000
#> gk_reflexes                                0.0000000                 0.000000
#> gk_speed                                   0.0000000                 0.000000
#> gk_positioning                             0.0000000                 0.000000
#> attacking_crossing                         0.0000000                -3.984474
#> attacking_finishing                        0.0000000                64.462670
#> attacking_heading_accuracy                 0.0000000                 0.000000
#> attacking_short_passing                -1272.9093146                15.330419
#> attacking_volleys                          0.0000000                 0.000000
#> skill_dribbling                            0.0000000                 0.000000
#> skill_curve                                0.0000000                 0.000000
#> skill_fk_accuracy                          0.0000000                29.518476
#> skill_long_passing                         0.0000000                 0.000000
#> skill_ball_control                       -15.8545447                 0.000000
#> movement_acceleration                      0.0000000                 0.000000
#> movement_sprint_speed                      0.0000000               -14.367613
#> movement_agility                           0.0000000                 0.000000
#> movement_reactions                         0.0000000               198.930471
#> movement_balance                           0.0000000                 0.000000
#> power_shot_power                           0.0000000                 0.000000
#> power_jumping                              0.0000000                 0.000000
#> power_stamina                              0.0000000                 1.640046
#> power_strength                             0.0000000                 0.000000
#> power_long_shots                           0.0000000                 0.000000
#> mentality_aggression                       0.0000000               365.285473
#> mentality_interceptions                    0.0000000               268.306794
#> mentality_positioning                      0.0000000              -330.057265
#> mentality_vision                           0.1666946             -1087.255648
#> mentality_penalties                        0.0000000                 0.000000
#> mentality_composure                        0.0000000                12.127800
#> defending_marking                          0.0000000                60.943639
#> defending_standing_tackle              -3536.4922600                 0.000000
#> defending_sliding_tackle                   0.0000000              2447.620000
#> goalkeeping_diving                         0.0000000               -10.922184
#> goalkeeping_handling                       0.0000000                 0.000000
#> goalkeeping_kicking                       36.8552719                 0.000000
#> goalkeeping_positioning                    0.0000000                 0.000000
#> goalkeeping_reflexes                       0.0000000                 0.000000
#>                            goalkeeping_diving goalkeeping_handling
#> age                              -192.5631983           -47.701260
#> height_cm                           0.0000000             0.000000
#> weight_kg                           0.0000000             0.000000
#> overall                           420.3366622         -2395.465934
#> potential                       -1680.1486178           575.390507
#> international_reputation            0.0000000             0.000000
#> weak_foot                           0.0000000             0.000000
#> skill_moves                         0.0000000             0.000000
#> pace                                0.0000000             0.000000
#> shooting                            0.0000000             0.000000
#> passing                             0.0000000             0.000000
#> dribbling                           0.0000000             0.000000
#> defending                         -91.1771200           -47.743181
#> physic                              0.0000000            -2.876723
#> gk_diving                           0.0000000             0.000000
#> gk_handling                         0.0000000             0.000000
#> gk_kicking                          0.0000000             0.000000
#> gk_reflexes                         0.0000000             0.000000
#> gk_speed                            0.0000000             0.000000
#> gk_positioning                      0.0000000             0.000000
#> attacking_crossing               -405.4698032             0.000000
#> attacking_finishing                 0.0000000             0.000000
#> attacking_heading_accuracy          0.0000000           -15.084944
#> attacking_short_passing             2.3831603          1006.998579
#> attacking_volleys                   0.0000000             0.000000
#> skill_dribbling                     0.0000000             0.000000
#> skill_curve                      1690.9573040             0.000000
#> skill_fk_accuracy                   0.0000000             0.000000
#> skill_long_passing                  0.0000000             0.000000
#> skill_ball_control                  0.0000000             0.000000
#> movement_acceleration               0.0000000             0.000000
#> movement_sprint_speed               0.0000000             0.000000
#> movement_agility                    0.0000000             0.000000
#> movement_reactions                  0.0000000             0.000000
#> movement_balance                    0.0000000             0.000000
#> power_shot_power                    0.0000000             0.000000
#> power_jumping                       0.0000000             0.000000
#> power_stamina                       0.0000000             0.000000
#> power_strength                      0.0000000             0.000000
#> power_long_shots                    0.0000000             0.000000
#> mentality_aggression                0.0000000             0.000000
#> mentality_interceptions             0.5304885             0.000000
#> mentality_positioning               0.0000000             0.000000
#> mentality_vision                    0.0000000             0.000000
#> mentality_penalties              -431.8561693             0.000000
#> mentality_composure                 0.0000000             0.000000
#> defending_marking                   0.0000000             0.000000
#> defending_standing_tackle           0.0000000             0.000000
#> defending_sliding_tackle          -10.9221835             0.000000
#> goalkeeping_diving                312.6995366             0.000000
#> goalkeeping_handling                0.0000000          2683.570964
#> goalkeeping_kicking                 0.0000000             0.000000
#> goalkeeping_positioning             0.0000000             0.000000
#> goalkeeping_reflexes                0.0000000             0.000000
#>                            goalkeeping_kicking goalkeeping_positioning
#> age                               -101.7894886              -45.037810
#> height_cm                            0.0000000                0.000000
#> weight_kg                            0.0000000               79.947579
#> overall                          -2769.1123927             1911.939397
#> potential                          362.3096607             -938.107205
#> international_reputation           -10.4216766                0.000000
#> weak_foot                            0.0000000                0.000000
#> skill_moves                          0.0000000                0.000000
#> pace                                 0.0000000                0.000000
#> shooting                             0.0000000              -28.516893
#> passing                              0.0000000                0.000000
#> dribbling                            0.0000000                0.000000
#> defending                          -63.6854808              -37.913398
#> physic                               0.0000000                7.449692
#> gk_diving                            0.0000000                0.000000
#> gk_handling                          0.0000000               12.961298
#> gk_kicking                         615.9308771                0.000000
#> gk_reflexes                          0.1397941                0.000000
#> gk_speed                             0.0000000                0.000000
#> gk_positioning                       0.0000000                0.000000
#> attacking_crossing                   0.0000000                0.000000
#> attacking_finishing               -117.7552999                0.000000
#> attacking_heading_accuracy           0.0000000                0.000000
#> attacking_short_passing              0.0000000                0.000000
#> attacking_volleys                    0.0000000                0.000000
#> skill_dribbling                      0.0000000                0.000000
#> skill_curve                          0.0000000                0.000000
#> skill_fk_accuracy                    0.0000000                0.000000
#> skill_long_passing                  -4.8977301                0.000000
#> skill_ball_control                  88.7020152             -690.872540
#> movement_acceleration                0.0000000                0.000000
#> movement_sprint_speed                0.0000000                0.000000
#> movement_agility                     0.0000000                0.000000
#> movement_reactions                 734.2046392               87.438872
#> movement_balance                   256.8436749                0.000000
#> power_shot_power                     0.0000000                0.000000
#> power_jumping                        0.0000000                0.000000
#> power_stamina                        0.0000000                0.000000
#> power_strength                       0.0000000                0.000000
#> power_long_shots                     0.0000000                0.000000
#> mentality_aggression                 0.0000000                0.000000
#> mentality_interceptions              0.0000000                0.000000
#> mentality_positioning                0.0000000                0.000000
#> mentality_vision                     0.0000000                0.000000
#> mentality_penalties                  0.0000000             -593.967889
#> mentality_composure                  0.0000000                0.000000
#> defending_marking                    0.2916763                0.000000
#> defending_standing_tackle           36.8552719                0.000000
#> defending_sliding_tackle             0.0000000                0.000000
#> goalkeeping_diving                   0.0000000                0.000000
#> goalkeeping_handling                 0.0000000                0.000000
#> goalkeeping_kicking               3070.8674399                0.000000
#> goalkeeping_positioning              0.0000000             1059.246314
#> goalkeeping_reflexes                 0.0000000                0.000000
#>                            goalkeeping_reflexes
#> age                                           0
#> height_cm                                     0
#> weight_kg                                     0
#> overall                                       0
#> potential                                     0
#> international_reputation                      0
#> weak_foot                                     0
#> skill_moves                                   0
#> pace                                          0
#> shooting                                      0
#> passing                                       0
#> dribbling                                     0
#> defending                                     0
#> physic                                        0
#> gk_diving                                     0
#> gk_handling                                   0
#> gk_kicking                                    0
#> gk_reflexes                                   0
#> gk_speed                                      0
#> gk_positioning                                0
#> attacking_crossing                            0
#> attacking_finishing                           0
#> attacking_heading_accuracy                    0
#> attacking_short_passing                       0
#> attacking_volleys                             0
#> skill_dribbling                               0
#> skill_curve                                   0
#> skill_fk_accuracy                             0
#> skill_long_passing                            0
#> skill_ball_control                            0
#> movement_acceleration                         0
#> movement_sprint_speed                         0
#> movement_agility                              0
#> movement_reactions                            0
#> movement_balance                              0
#> power_shot_power                              0
#> power_jumping                                 0
#> power_stamina                                 0
#> power_strength                                0
#> power_long_shots                              0
#> mentality_aggression                          0
#> mentality_interceptions                       0
#> mentality_positioning                         0
#> mentality_vision                              0
#> mentality_penalties                           0
#> mentality_composure                           0
#> defending_marking                             0
#> defending_standing_tackle                     0
#> defending_sliding_tackle                      0
#> goalkeeping_diving                            0
#> goalkeeping_handling                          0
#> goalkeeping_kicking                           0
#> goalkeeping_positioning                       0
#> goalkeeping_reflexes                          0
#> 
#> , , 2
#> 
#>                                      age    height_cm     weight_kg
#> age                         1.259293e+05  -246.331898    -962.50088
#> height_cm                  -2.463319e+02 -3610.657131       0.00000
#> weight_kg                  -9.625009e+02     0.000000   60942.85861
#> overall                    -9.509860e+06 57205.421557 -121823.56419
#> potential                  -2.610066e+05  -144.421175 -123980.57979
#> international_reputation   -1.583112e+03   -12.522953       0.00000
#> weak_foot                  -1.056517e+01     0.000000       0.00000
#> skill_moves                -2.297724e+04     0.000000       0.00000
#> pace                        1.061145e+03     0.000000       0.00000
#> shooting                    4.305192e+04     0.000000       0.00000
#> passing                     9.740785e+02     0.000000       0.00000
#> dribbling                   5.972924e+02  6327.731139       0.00000
#> defending                   6.213065e+05    66.722331    1340.01929
#> physic                      5.919320e+03     0.000000       0.00000
#> gk_diving                  -1.606732e+05     0.000000       0.00000
#> gk_handling                -4.666758e+04     0.000000   10017.26385
#> gk_kicking                  1.985856e+02     0.000000       0.00000
#> gk_reflexes                -8.597671e+01     0.000000       0.00000
#> gk_speed                   -1.626554e+01     0.000000       0.00000
#> gk_positioning             -2.313079e+02     8.089366       0.00000
#> attacking_crossing          1.237259e+03     0.000000       0.00000
#> attacking_finishing        -1.754733e+04  -109.018924       0.00000
#> attacking_heading_accuracy -1.037038e+03     0.000000       0.00000
#> attacking_short_passing    -3.782040e+02     0.000000       0.00000
#> attacking_volleys          -9.954884e+04   155.032396       0.00000
#> skill_dribbling            -2.898258e+04     0.000000       0.00000
#> skill_curve                -3.007107e+04     0.000000       0.00000
#> skill_fk_accuracy          -1.184669e+04  -103.300090   -2455.25852
#> skill_long_passing         -1.354172e+03     0.000000       0.00000
#> skill_ball_control         -3.409130e+04    10.862329    -902.53216
#> movement_acceleration      -4.329424e+03     0.000000   -1778.45695
#> movement_sprint_speed      -3.973107e+02    -3.313543      -9.49619
#> movement_agility            6.397957e+02     0.000000       0.00000
#> movement_reactions         -1.008566e+06  -104.755951    -467.41748
#> movement_balance           -1.116712e+01     0.000000       0.00000
#> power_shot_power           -4.004743e+05     0.000000       0.00000
#> power_jumping               4.426145e+03   -76.075515       0.00000
#> power_stamina               3.489559e+02    -3.313543       0.00000
#> power_strength              0.000000e+00     0.000000       0.00000
#> power_long_shots           -9.660302e+03     0.000000       0.00000
#> mentality_aggression       -3.947250e+02  -682.169887       0.00000
#> mentality_interceptions     8.764792e+03     0.000000       0.00000
#> mentality_positioning       3.750596e+02     0.000000       0.00000
#> mentality_vision            5.305950e+03     0.000000       0.00000
#> mentality_penalties         3.369961e+04   106.531774    -902.53216
#> mentality_composure        -7.064141e+01     1.169826       0.00000
#> defending_marking          -1.837656e+02     0.000000      22.15446
#> defending_standing_tackle   1.688821e+03     0.000000       0.00000
#> defending_sliding_tackle    3.626982e+01   455.801498       0.00000
#> goalkeeping_diving         -2.540840e+02     0.000000       0.00000
#> goalkeeping_handling       -4.770126e+01     0.000000       0.00000
#> goalkeeping_kicking        -3.795180e+01     0.000000       0.00000
#> goalkeeping_positioning     1.103881e+02     0.000000      79.94758
#> goalkeeping_reflexes        0.000000e+00     0.000000       0.00000
#>                                  overall     potential international_reputation
#> age                        -9.509860e+06 -2.610066e+05              -1583.11156
#> height_cm                   5.720542e+04 -1.444212e+02                -12.52295
#> weight_kg                  -1.218236e+05 -1.239806e+05                  0.00000
#> overall                     4.823579e+07  8.265098e+06              10899.29936
#> potential                   8.265098e+06  1.159165e+06             -11006.68496
#> international_reputation    1.089930e+04 -1.100668e+04               7891.99694
#> weak_foot                   2.008126e+01 -4.880131e+00                  0.00000
#> skill_moves                -7.216785e+04  8.238252e+02                  0.00000
#> pace                       -2.272166e+03  3.626110e+03                358.72297
#> shooting                    9.207342e+04 -3.975950e+04                  0.00000
#> passing                     1.010098e+03  1.631442e+02                  0.00000
#> dribbling                  -1.438999e+05 -7.555282e+02                  0.00000
#> defending                   2.147003e+06  7.413393e+05                358.72297
#> physic                     -8.502337e+03 -1.121568e+03               -484.63231
#> gk_diving                   9.096106e+04  4.869662e+04                  0.00000
#> gk_handling                 1.301060e+05  5.402649e+04                274.37111
#> gk_kicking                  6.014510e+02 -5.408330e+02                  0.00000
#> gk_reflexes                -1.553456e+02  1.086623e+01                  0.00000
#> gk_speed                   -5.579038e+01 -5.579038e+01                  0.00000
#> gk_positioning             -9.719845e+02  1.030488e+03                  0.00000
#> attacking_crossing          5.874436e+03  1.977768e+03                  0.00000
#> attacking_finishing         2.455414e+04 -1.994427e+04                  0.00000
#> attacking_heading_accuracy  1.076513e+03  1.094025e+03                  0.00000
#> attacking_short_passing     1.488673e+03  6.682176e+02                  0.00000
#> attacking_volleys           4.535179e+04  2.458379e+04                  0.00000
#> skill_dribbling            -2.088655e+05 -2.556607e+02                  0.00000
#> skill_curve                 1.511028e+04  1.306931e+04                  0.00000
#> skill_fk_accuracy          -2.833895e+05 -6.163758e+02                 31.29460
#> skill_long_passing         -1.384076e+03 -6.502230e+01                  0.00000
#> skill_ball_control          4.611228e+03  1.667200e+04                  0.00000
#> movement_acceleration       2.439702e+03  1.000074e+03                  0.00000
#> movement_sprint_speed       2.169493e+03  9.462065e+02                264.56540
#> movement_agility            6.397957e+02 -1.620577e+01                  0.00000
#> movement_reactions          1.137076e+06  2.091554e+05                337.89980
#> movement_balance           -1.116712e+01 -1.116712e+01                  0.00000
#> power_shot_power            3.956054e+05 -4.889910e+04                  0.00000
#> power_jumping              -1.210334e+04  3.878662e+03                  0.00000
#> power_stamina              -2.805667e+02 -1.165657e+02                  0.00000
#> power_strength             -1.489511e+02  1.190751e+02                  0.00000
#> power_long_shots            1.156782e+04 -9.632692e+02                300.40611
#> mentality_aggression        8.206363e+02 -9.725461e+01                  0.00000
#> mentality_interceptions     2.433483e+04 -3.312981e+04                  0.00000
#> mentality_positioning      -9.111773e+03 -2.381808e+03               -236.25321
#> mentality_vision           -2.032869e+03  3.802547e+03                  0.00000
#> mentality_penalties        -3.353550e+04 -5.830277e+03                  0.00000
#> mentality_composure        -1.504049e+02 -8.255627e+01                 64.63615
#> defending_marking          -7.476072e+02 -2.588161e+02                  0.00000
#> defending_standing_tackle   5.709199e+01  3.016620e+02                  0.00000
#> defending_sliding_tackle   -2.590309e+03 -9.321230e+02                -10.10863
#> goalkeeping_diving          4.107000e+03 -2.936853e+03                  0.00000
#> goalkeeping_handling       -2.395466e+03  5.753905e+02                  0.00000
#> goalkeeping_kicking        -2.705275e+03  4.293124e+02                -10.42168
#> goalkeeping_positioning     1.834226e+03 -1.015820e+03                  0.00000
#> goalkeeping_reflexes        0.000000e+00  0.000000e+00                  0.00000
#>                             weak_foot  skill_moves         pace      shooting
#> age                        -10.565173 -22977.23765  1061.144821  43051.920209
#> height_cm                    0.000000      0.00000     0.000000      0.000000
#> weight_kg                    0.000000      0.00000     0.000000      0.000000
#> overall                     20.081259 -72167.85322 -2272.166012  92073.416130
#> potential                   -4.880131    823.82520  3626.109787 -39759.502378
#> international_reputation     0.000000      0.00000   358.722972      0.000000
#> weak_foot                  -48.700054      0.00000     0.000000      0.000000
#> skill_moves                  0.000000 -58619.29845     0.000000      0.000000
#> pace                         0.000000      0.00000 -1595.515386      0.000000
#> shooting                     0.000000      0.00000     0.000000  -7505.857158
#> passing                      0.000000      0.00000     0.000000      0.000000
#> dribbling                    0.000000      0.00000     0.000000      0.000000
#> defending                    0.000000      0.00000    99.362352   3136.340316
#> physic                       0.000000      0.00000   536.859870   -152.887460
#> gk_diving                    0.000000      0.00000     0.000000      0.000000
#> gk_handling                  0.000000      0.00000     0.000000      0.000000
#> gk_kicking                   0.000000      0.00000     0.000000      0.000000
#> gk_reflexes                  0.000000      0.00000     0.000000      0.000000
#> gk_speed                     0.000000      0.00000     0.000000    -20.602262
#> gk_positioning               0.000000      0.00000     0.000000      0.000000
#> attacking_crossing           0.000000      0.00000    30.909007      0.000000
#> attacking_finishing          0.000000    164.11225   856.689490      0.000000
#> attacking_heading_accuracy   0.000000      0.00000     0.000000     33.387375
#> attacking_short_passing      0.000000      0.00000 -1774.818170   -202.524155
#> attacking_volleys            0.000000      0.00000     0.000000      0.000000
#> skill_dribbling              0.000000      0.00000     0.000000   4402.409357
#> skill_curve                  0.000000      0.00000     0.000000      0.000000
#> skill_fk_accuracy            0.000000      0.00000     0.000000   5465.890805
#> skill_long_passing           0.000000    -17.45875     0.000000      0.000000
#> skill_ball_control           0.000000      0.00000  -318.848176   -320.697113
#> movement_acceleration        0.000000      0.00000     0.000000      0.000000
#> movement_sprint_speed        0.000000   -763.19420     0.000000     -3.531588
#> movement_agility             0.000000      0.00000     0.000000      0.000000
#> movement_reactions           0.000000 102767.96989     0.000000     -7.957968
#> movement_balance             0.000000      0.00000     0.000000      0.000000
#> power_shot_power             0.000000      0.00000     0.000000      0.000000
#> power_jumping                0.000000      0.00000     0.000000      0.000000
#> power_stamina                0.000000     55.08830     0.000000      0.000000
#> power_strength               0.000000      0.00000     0.000000      0.000000
#> power_long_shots             0.000000      0.00000     0.000000      0.000000
#> mentality_aggression         0.000000      0.00000     0.000000      0.000000
#> mentality_interceptions      0.000000      0.00000     0.000000    -19.984295
#> mentality_positioning        0.000000      0.00000     0.000000   1377.799015
#> mentality_vision             0.000000      0.00000   107.646021   2781.792403
#> mentality_penalties          0.000000  -6998.10571     0.000000      0.000000
#> mentality_composure          0.000000      0.00000     0.000000      0.000000
#> defending_marking            0.000000      0.00000     0.000000    -12.822208
#> defending_standing_tackle   20.081259      0.00000     0.000000      0.000000
#> defending_sliding_tackle     0.000000      0.00000    -2.389472      0.000000
#> goalkeeping_diving           0.000000      0.00000     0.000000      0.000000
#> goalkeeping_handling         0.000000      0.00000     0.000000      0.000000
#> goalkeeping_kicking          0.000000      0.00000     0.000000      0.000000
#> goalkeeping_positioning      0.000000      0.00000     0.000000    -28.516893
#> goalkeeping_reflexes         0.000000      0.00000     0.000000      0.000000
#>                                passing     dribbling     defending       physic
#> age                          974.07852  5.972924e+02  6.213065e+05  5919.320384
#> height_cm                      0.00000  6.327731e+03  6.672233e+01     0.000000
#> weight_kg                      0.00000  0.000000e+00  1.340019e+03     0.000000
#> overall                     1010.09821 -1.438999e+05  2.147003e+06 -8502.337013
#> potential                    163.14423 -7.555282e+02  7.413393e+05 -1121.567597
#> international_reputation       0.00000  0.000000e+00  3.587230e+02  -484.632311
#> weak_foot                      0.00000  0.000000e+00  0.000000e+00     0.000000
#> skill_moves                    0.00000  0.000000e+00  0.000000e+00     0.000000
#> pace                           0.00000  0.000000e+00  9.936235e+01   536.859870
#> shooting                       0.00000  0.000000e+00  3.136340e+03  -152.887460
#> passing                    -4571.73257  0.000000e+00  0.000000e+00     0.000000
#> dribbling                      0.00000  3.350473e+03  7.331469e+00     0.000000
#> defending                      0.00000  7.331469e+00 -8.860162e+05  -217.551551
#> physic                         0.00000  0.000000e+00 -2.175516e+02 -2158.047166
#> gk_diving                      0.00000 -3.200903e+00  0.000000e+00     0.000000
#> gk_handling                    0.00000  0.000000e+00 -2.731829e+01     5.200521
#> gk_kicking                     0.00000  0.000000e+00  0.000000e+00     0.000000
#> gk_reflexes                    0.00000  0.000000e+00 -4.514924e+01     0.000000
#> gk_speed                       0.00000  0.000000e+00  0.000000e+00     0.000000
#> gk_positioning                32.39303  0.000000e+00  0.000000e+00     0.000000
#> attacking_crossing             0.00000  0.000000e+00 -4.653334e+01     4.645112
#> attacking_finishing          145.56661  7.817319e+02 -4.895454e+03     0.000000
#> attacking_heading_accuracy     0.00000 -2.354743e+03  0.000000e+00   -17.512005
#> attacking_short_passing        0.00000  0.000000e+00 -5.477950e+01     0.000000
#> attacking_volleys              0.00000  4.383869e+01  0.000000e+00     0.000000
#> skill_dribbling                0.00000  0.000000e+00 -5.304364e+01     0.000000
#> skill_curve                    0.00000  0.000000e+00  3.546115e+01     0.000000
#> skill_fk_accuracy              0.00000  0.000000e+00  0.000000e+00     0.000000
#> skill_long_passing             0.00000  0.000000e+00  2.724380e+01    19.798199
#> skill_ball_control             0.00000  7.817319e+02 -2.879301e+01     0.000000
#> movement_acceleration          0.00000  0.000000e+00  4.379822e+03     0.000000
#> movement_sprint_speed          0.00000  6.851727e+02  8.379965e+01     0.000000
#> movement_agility               0.00000  0.000000e+00  6.675235e+02     0.000000
#> movement_reactions             0.00000  7.817319e+02 -1.132076e+02  7814.104310
#> movement_balance               0.00000  0.000000e+00  0.000000e+00     0.000000
#> power_shot_power               0.00000  0.000000e+00 -9.042099e+02     0.000000
#> power_jumping               -611.66638  0.000000e+00 -1.373725e+02     0.000000
#> power_stamina                  0.00000  0.000000e+00 -1.410799e+02     0.000000
#> power_strength                 0.00000 -6.855500e+01  5.419165e+00     0.000000
#> power_long_shots               0.00000  0.000000e+00 -1.803755e+03     0.000000
#> mentality_aggression           0.00000  0.000000e+00  0.000000e+00     0.000000
#> mentality_interceptions        0.00000  0.000000e+00  0.000000e+00     0.000000
#> mentality_positioning        437.25526  0.000000e+00 -9.520511e+01  -180.521173
#> mentality_vision             513.08403  0.000000e+00  0.000000e+00   360.726148
#> mentality_penalties            0.00000  0.000000e+00  2.326809e+01 -5991.214015
#> mentality_composure            0.00000  0.000000e+00  0.000000e+00     0.000000
#> defending_marking              0.00000  0.000000e+00 -2.703603e+01     0.000000
#> defending_standing_tackle      0.00000  0.000000e+00  1.548055e+03     0.000000
#> defending_sliding_tackle     437.25526  0.000000e+00  0.000000e+00     0.000000
#> goalkeeping_diving             0.00000  0.000000e+00 -9.117712e+01     0.000000
#> goalkeeping_handling           0.00000  0.000000e+00 -4.774318e+01    -2.876723
#> goalkeeping_kicking            0.00000  0.000000e+00 -6.255304e+01     0.000000
#> goalkeeping_positioning        0.00000  0.000000e+00 -3.791340e+01     7.449692
#> goalkeeping_reflexes           0.00000  0.000000e+00  0.000000e+00     0.000000
#>                                gk_diving   gk_handling  gk_kicking  gk_reflexes
#> age                        -1.606732e+05 -46667.577721   198.58562  -85.9767091
#> height_cm                   0.000000e+00      0.000000     0.00000    0.0000000
#> weight_kg                   0.000000e+00  10017.263854     0.00000    0.0000000
#> overall                     9.096106e+04 130105.974102   601.45096 -155.3456027
#> potential                   4.869662e+04  54026.485315  -540.83302   10.8662290
#> international_reputation    0.000000e+00    274.371108     0.00000    0.0000000
#> weak_foot                   0.000000e+00      0.000000     0.00000    0.0000000
#> skill_moves                 0.000000e+00      0.000000     0.00000    0.0000000
#> pace                        0.000000e+00      0.000000     0.00000    0.0000000
#> shooting                    0.000000e+00      0.000000     0.00000    0.0000000
#> passing                     0.000000e+00      0.000000     0.00000    0.0000000
#> dribbling                  -3.200903e+00      0.000000     0.00000    0.0000000
#> defending                   0.000000e+00    -27.318291     0.00000  -45.1492381
#> physic                      0.000000e+00      5.200521     0.00000    0.0000000
#> gk_diving                   9.497926e+04      0.000000     0.00000    0.0000000
#> gk_handling                 0.000000e+00 -10265.846575     0.00000    0.0000000
#> gk_kicking                  0.000000e+00      0.000000 -1618.39279    0.0000000
#> gk_reflexes                 0.000000e+00      0.000000     0.00000  521.6561894
#> gk_speed                    0.000000e+00      0.000000     0.00000    0.0000000
#> gk_positioning              0.000000e+00      0.000000     0.00000    0.0000000
#> attacking_crossing          6.193535e+00      0.000000     0.00000    0.0000000
#> attacking_finishing         0.000000e+00     -2.003827     0.00000    0.0000000
#> attacking_heading_accuracy  0.000000e+00      0.000000     0.00000    0.0000000
#> attacking_short_passing     0.000000e+00      0.000000     0.00000    0.0000000
#> attacking_volleys          -3.200903e+00      0.000000     0.00000    0.0000000
#> skill_dribbling             0.000000e+00   1775.944636     0.00000    0.0000000
#> skill_curve                 0.000000e+00      0.000000     0.00000    0.0000000
#> skill_fk_accuracy           0.000000e+00      0.000000     0.00000    0.0000000
#> skill_long_passing          0.000000e+00     -2.003827     0.00000    0.0000000
#> skill_ball_control          0.000000e+00      0.000000     0.00000    0.0000000
#> movement_acceleration       0.000000e+00      0.000000     0.00000    0.0000000
#> movement_sprint_speed       0.000000e+00      0.000000     0.00000    0.0000000
#> movement_agility            0.000000e+00      0.000000     0.00000    0.0000000
#> movement_reactions          0.000000e+00      0.000000     0.00000  -40.6984283
#> movement_balance            0.000000e+00      0.000000     0.00000    0.0000000
#> power_shot_power            0.000000e+00      0.000000     0.00000    0.0000000
#> power_jumping               0.000000e+00      0.000000     0.00000    0.0000000
#> power_stamina               0.000000e+00      0.000000     0.00000    0.0000000
#> power_strength             -3.200903e+00      0.000000     0.00000    0.0000000
#> power_long_shots            0.000000e+00      0.000000     0.00000    0.0000000
#> mentality_aggression        0.000000e+00      0.000000     0.00000    0.0000000
#> mentality_interceptions     0.000000e+00      0.000000     0.00000    0.0000000
#> mentality_positioning       0.000000e+00      0.000000     0.00000    0.0000000
#> mentality_vision            0.000000e+00      0.000000     0.00000    0.0000000
#> mentality_penalties         0.000000e+00      0.000000     0.00000    0.0000000
#> mentality_composure         0.000000e+00      0.000000     0.00000    0.0000000
#> defending_marking           0.000000e+00      0.000000     0.00000    0.0000000
#> defending_standing_tackle   0.000000e+00      0.000000   -14.47992    0.0000000
#> defending_sliding_tackle    0.000000e+00      0.000000     0.00000    0.0000000
#> goalkeeping_diving          0.000000e+00      0.000000     0.00000    0.0000000
#> goalkeeping_handling        0.000000e+00      0.000000     0.00000    0.0000000
#> goalkeeping_kicking         0.000000e+00      0.000000   615.93088    0.1397941
#> goalkeeping_positioning     0.000000e+00     12.961298     0.00000    0.0000000
#> goalkeeping_reflexes        0.000000e+00      0.000000     0.00000    0.0000000
#>                             gk_speed gk_positioning attacking_crossing
#> age                        -16.26554    -231.307880        1237.259181
#> height_cm                    0.00000       8.089366           0.000000
#> weight_kg                    0.00000       0.000000           0.000000
#> overall                    -55.79038    -971.984455        5874.436100
#> potential                  -55.79038    1030.488314        1977.767969
#> international_reputation     0.00000       0.000000           0.000000
#> weak_foot                    0.00000       0.000000           0.000000
#> skill_moves                  0.00000       0.000000           0.000000
#> pace                         0.00000       0.000000          30.909007
#> shooting                   -20.60226       0.000000           0.000000
#> passing                      0.00000      32.393026           0.000000
#> dribbling                    0.00000       0.000000           0.000000
#> defending                    0.00000       0.000000         -46.533341
#> physic                       0.00000       0.000000           4.645112
#> gk_diving                    0.00000       0.000000           6.193535
#> gk_handling                  0.00000       0.000000           0.000000
#> gk_kicking                   0.00000       0.000000           0.000000
#> gk_reflexes                  0.00000       0.000000           0.000000
#> gk_speed                   338.65538       0.000000           0.000000
#> gk_positioning               0.00000    1539.916395           0.000000
#> attacking_crossing           0.00000       0.000000      -14487.490153
#> attacking_finishing          0.00000       0.000000           0.000000
#> attacking_heading_accuracy   0.00000       0.000000           0.000000
#> attacking_short_passing      0.00000       0.000000           0.000000
#> attacking_volleys            0.00000       0.000000           0.000000
#> skill_dribbling              0.00000       0.000000           0.000000
#> skill_curve                  0.00000       0.000000           0.000000
#> skill_fk_accuracy            0.00000    -274.400959           0.000000
#> skill_long_passing           0.00000       0.000000           0.000000
#> skill_ball_control         -39.52484       0.000000           0.000000
#> movement_acceleration        0.00000       0.000000           0.000000
#> movement_sprint_speed        0.00000       0.000000           0.000000
#> movement_agility             0.00000       0.000000           0.000000
#> movement_reactions           0.00000       0.000000         -14.525191
#> movement_balance             0.00000       0.000000           0.000000
#> power_shot_power           -39.52484       0.000000           0.000000
#> power_jumping                0.00000     -79.202285           0.000000
#> power_stamina                0.00000       0.000000         -92.333715
#> power_strength               0.00000       0.000000           0.000000
#> power_long_shots             0.00000       0.000000           0.000000
#> mentality_aggression         0.00000       0.000000           0.000000
#> mentality_interceptions      0.00000       0.000000           0.000000
#> mentality_positioning        0.00000       0.000000           0.000000
#> mentality_vision             0.00000    -124.302287           0.000000
#> mentality_penalties          0.00000       0.000000        -178.269168
#> mentality_composure          0.00000       0.000000           0.000000
#> defending_marking          -19.50805       0.000000           0.000000
#> defending_standing_tackle    0.00000       0.000000           0.000000
#> defending_sliding_tackle     0.00000       0.000000          -3.984474
#> goalkeeping_diving           0.00000       0.000000        -405.469803
#> goalkeeping_handling         0.00000       0.000000           0.000000
#> goalkeeping_kicking          0.00000       0.000000           0.000000
#> goalkeeping_positioning      0.00000       0.000000           0.000000
#> goalkeeping_reflexes         0.00000       0.000000           0.000000
#>                            attacking_finishing attacking_heading_accuracy
#> age                              -17547.330323               -1037.037682
#> height_cm                          -109.018924                   0.000000
#> weight_kg                             0.000000                   0.000000
#> overall                           24554.137367                1076.513262
#> potential                        -19944.267948                1094.025267
#> international_reputation              0.000000                   0.000000
#> weak_foot                             0.000000                   0.000000
#> skill_moves                         164.112254                   0.000000
#> pace                                856.689490                   0.000000
#> shooting                              0.000000                  33.387375
#> passing                             145.566609                   0.000000
#> dribbling                           781.731936               -2354.742761
#> defending                         -4895.454124                   0.000000
#> physic                                0.000000                 -17.512005
#> gk_diving                             0.000000                   0.000000
#> gk_handling                          -2.003827                   0.000000
#> gk_kicking                            0.000000                   0.000000
#> gk_reflexes                           0.000000                   0.000000
#> gk_speed                              0.000000                   0.000000
#> gk_positioning                        0.000000                   0.000000
#> attacking_crossing                    0.000000                   0.000000
#> attacking_finishing               24285.875975                  -7.862853
#> attacking_heading_accuracy           -7.862853                 457.014405
#> attacking_short_passing            1844.434888                   0.000000
#> attacking_volleys                     0.000000                   0.000000
#> skill_dribbling                       0.000000                   0.000000
#> skill_curve                           0.000000                   0.000000
#> skill_fk_accuracy                     0.000000                   0.000000
#> skill_long_passing                  -20.350476                   0.000000
#> skill_ball_control                 -298.011043                   0.000000
#> movement_acceleration                30.644431                   0.000000
#> movement_sprint_speed                 0.000000                   0.000000
#> movement_agility                      0.000000                   0.000000
#> movement_reactions                 -686.108962                   0.000000
#> movement_balance                    -11.167116                   0.000000
#> power_shot_power                      0.000000                   0.000000
#> power_jumping                      4621.542816                   0.000000
#> power_stamina                        44.431452                   0.000000
#> power_strength                        0.000000                   0.000000
#> power_long_shots                      0.000000                   0.000000
#> mentality_aggression                  0.000000                   0.000000
#> mentality_interceptions               0.000000                   0.000000
#> mentality_positioning                 0.000000                   0.000000
#> mentality_vision                    -14.210708                   0.000000
#> mentality_penalties                   0.000000                   0.000000
#> mentality_composure                 -67.848615                   0.000000
#> defending_marking                     0.000000                   0.000000
#> defending_standing_tackle             0.000000                   0.000000
#> defending_sliding_tackle             68.959402                   0.000000
#> goalkeeping_diving                    0.000000                   0.000000
#> goalkeeping_handling                  0.000000                 -15.084944
#> goalkeeping_kicking                 -50.752602                   0.000000
#> goalkeeping_positioning               0.000000                   0.000000
#> goalkeeping_reflexes                  0.000000                   0.000000
#>                            attacking_short_passing attacking_volleys
#> age                                     -378.20400     -99548.838226
#> height_cm                                  0.00000        155.032396
#> weight_kg                                  0.00000          0.000000
#> overall                                 1488.67296      45351.793022
#> potential                                668.21761      24583.788307
#> international_reputation                   0.00000          0.000000
#> weak_foot                                  0.00000          0.000000
#> skill_moves                                0.00000          0.000000
#> pace                                   -1774.81817          0.000000
#> shooting                                -202.52416          0.000000
#> passing                                    0.00000          0.000000
#> dribbling                                  0.00000         43.838693
#> defending                                -54.77950          0.000000
#> physic                                     0.00000          0.000000
#> gk_diving                                  0.00000         -3.200903
#> gk_handling                                0.00000          0.000000
#> gk_kicking                                 0.00000          0.000000
#> gk_reflexes                                0.00000          0.000000
#> gk_speed                                   0.00000          0.000000
#> gk_positioning                             0.00000          0.000000
#> attacking_crossing                         0.00000          0.000000
#> attacking_finishing                     1844.43489          0.000000
#> attacking_heading_accuracy                 0.00000          0.000000
#> attacking_short_passing                -4135.71014          0.000000
#> attacking_volleys                          0.00000      55777.444223
#> skill_dribbling                            0.00000          0.000000
#> skill_curve                                0.00000          0.000000
#> skill_fk_accuracy                          0.00000          0.000000
#> skill_long_passing                         0.00000          0.000000
#> skill_ball_control                         0.00000      -1497.784847
#> movement_acceleration                      0.00000          0.000000
#> movement_sprint_speed                      0.00000          0.000000
#> movement_agility                         656.00151          0.000000
#> movement_reactions                         0.00000      28047.267906
#> movement_balance                           0.00000          0.000000
#> power_shot_power                           0.00000          0.000000
#> power_jumping                              0.00000          0.000000
#> power_stamina                              0.00000          0.000000
#> power_strength                             0.00000        -68.555003
#> power_long_shots                           0.00000          0.000000
#> mentality_aggression                       0.00000          0.000000
#> mentality_interceptions                    0.00000          0.000000
#> mentality_positioning                      0.00000          0.000000
#> mentality_vision                           0.00000          0.000000
#> mentality_penalties                        0.00000        810.754977
#> mentality_composure                        0.00000          0.000000
#> defending_marking                          0.00000          0.000000
#> defending_standing_tackle              -1272.90931          0.000000
#> defending_sliding_tackle                  15.33042          0.000000
#> goalkeeping_diving                         2.38316          0.000000
#> goalkeeping_handling                    1006.99858          0.000000
#> goalkeeping_kicking                        0.00000          0.000000
#> goalkeeping_positioning                    0.00000          0.000000
#> goalkeeping_reflexes                       0.00000          0.000000
#>                            skill_dribbling  skill_curve skill_fk_accuracy
#> age                           -28982.58430 -30071.07309      -11846.68904
#> height_cm                          0.00000      0.00000        -103.30009
#> weight_kg                          0.00000      0.00000       -2455.25852
#> overall                      -208865.53861  15110.27707     -283389.52691
#> potential                       -255.66070  13069.31005        -616.37577
#> international_reputation           0.00000      0.00000          31.29460
#> weak_foot                          0.00000      0.00000           0.00000
#> skill_moves                        0.00000      0.00000           0.00000
#> pace                               0.00000      0.00000           0.00000
#> shooting                        4402.40936      0.00000        5465.89081
#> passing                            0.00000      0.00000           0.00000
#> dribbling                          0.00000      0.00000           0.00000
#> defending                        -53.04364     35.46115           0.00000
#> physic                             0.00000      0.00000           0.00000
#> gk_diving                          0.00000      0.00000           0.00000
#> gk_handling                     1775.94464      0.00000           0.00000
#> gk_kicking                         0.00000      0.00000           0.00000
#> gk_reflexes                        0.00000      0.00000           0.00000
#> gk_speed                           0.00000      0.00000           0.00000
#> gk_positioning                     0.00000      0.00000        -274.40096
#> attacking_crossing                 0.00000      0.00000           0.00000
#> attacking_finishing                0.00000      0.00000           0.00000
#> attacking_heading_accuracy         0.00000      0.00000           0.00000
#> attacking_short_passing            0.00000      0.00000           0.00000
#> attacking_volleys                  0.00000      0.00000           0.00000
#> skill_dribbling                15553.14355      0.00000           0.00000
#> skill_curve                        0.00000   3357.21180           0.00000
#> skill_fk_accuracy                  0.00000      0.00000        4711.33440
#> skill_long_passing                 0.00000      0.00000           0.00000
#> skill_ball_control                 0.00000      0.00000           0.00000
#> movement_acceleration              0.00000      0.00000           0.00000
#> movement_sprint_speed              0.00000      0.00000           0.00000
#> movement_agility                   0.00000      0.00000           0.00000
#> movement_reactions                 0.00000     53.32714        1123.92142
#> movement_balance                   0.00000      0.00000           0.00000
#> power_shot_power                   0.00000      0.00000           0.00000
#> power_jumping                      0.00000      0.00000           0.00000
#> power_stamina                      0.00000      0.00000           0.00000
#> power_strength                     0.00000      0.00000           0.00000
#> power_long_shots                   0.00000      0.00000           0.00000
#> mentality_aggression               0.00000      0.00000           0.00000
#> mentality_interceptions            0.00000      0.00000           0.00000
#> mentality_positioning              0.00000      0.00000           0.00000
#> mentality_vision                   0.00000      0.00000           0.00000
#> mentality_penalties                0.00000     14.57817           0.00000
#> mentality_composure                0.00000      0.00000           0.00000
#> defending_marking                  0.00000      0.00000           0.00000
#> defending_standing_tackle          0.00000      0.00000           0.00000
#> defending_sliding_tackle           0.00000      0.00000          29.51848
#> goalkeeping_diving                 0.00000    -35.22828           0.00000
#> goalkeeping_handling               0.00000      0.00000           0.00000
#> goalkeeping_kicking                0.00000      0.00000           0.00000
#> goalkeeping_positioning            0.00000      0.00000           0.00000
#> goalkeeping_reflexes               0.00000      0.00000           0.00000
#>                            skill_long_passing skill_ball_control
#> age                              -1354.172147      -34091.300608
#> height_cm                            0.000000          10.862329
#> weight_kg                            0.000000        -902.532160
#> overall                          -1384.076174        4611.228275
#> potential                          -65.022295       16671.997437
#> international_reputation             0.000000           0.000000
#> weak_foot                            0.000000           0.000000
#> skill_moves                        -17.458750           0.000000
#> pace                                 0.000000        -318.848176
#> shooting                             0.000000        -320.697113
#> passing                              0.000000           0.000000
#> dribbling                            0.000000         781.731936
#> defending                           27.243798         -28.793014
#> physic                              19.798199           0.000000
#> gk_diving                            0.000000           0.000000
#> gk_handling                         -2.003827           0.000000
#> gk_kicking                           0.000000           0.000000
#> gk_reflexes                          0.000000           0.000000
#> gk_speed                             0.000000         -39.524840
#> gk_positioning                       0.000000           0.000000
#> attacking_crossing                   0.000000           0.000000
#> attacking_finishing                -20.350476        -298.011043
#> attacking_heading_accuracy           0.000000           0.000000
#> attacking_short_passing              0.000000           0.000000
#> attacking_volleys                    0.000000       -1497.784847
#> skill_dribbling                      0.000000           0.000000
#> skill_curve                          0.000000           0.000000
#> skill_fk_accuracy                    0.000000           0.000000
#> skill_long_passing                2081.193903           0.000000
#> skill_ball_control                   0.000000       53653.178552
#> movement_acceleration                0.000000           0.000000
#> movement_sprint_speed                0.000000           0.000000
#> movement_agility                     0.000000           0.000000
#> movement_reactions                   0.000000        -351.117861
#> movement_balance                     0.000000           0.000000
#> power_shot_power                     0.000000       -1056.174981
#> power_jumping                        0.000000           0.000000
#> power_stamina                        0.000000           0.000000
#> power_strength                       0.000000           0.000000
#> power_long_shots                     0.000000           0.000000
#> mentality_aggression                 0.000000           0.000000
#> mentality_interceptions              0.000000           0.000000
#> mentality_positioning                0.000000           0.000000
#> mentality_vision                  2183.564390          11.439325
#> mentality_penalties                  0.000000       -6631.819524
#> mentality_composure                  0.000000           0.000000
#> defending_marking                    0.000000           0.000000
#> defending_standing_tackle            0.000000          -5.470074
#> defending_sliding_tackle             0.000000           0.000000
#> goalkeeping_diving                   0.000000           0.000000
#> goalkeeping_handling                 0.000000           0.000000
#> goalkeeping_kicking                  0.299861          88.702015
#> goalkeeping_positioning              0.000000        -690.872540
#> goalkeeping_reflexes                 0.000000           0.000000
#>                            movement_acceleration movement_sprint_speed
#> age                                  -4329.42378           -397.310733
#> height_cm                                0.00000             -3.313543
#> weight_kg                            -1778.45695             -9.496190
#> overall                               2439.70205           2169.493480
#> potential                             1000.07413            946.206509
#> international_reputation                 0.00000            264.565401
#> weak_foot                                0.00000              0.000000
#> skill_moves                              0.00000           -763.194205
#> pace                                     0.00000              0.000000
#> shooting                                 0.00000             -3.531588
#> passing                                  0.00000              0.000000
#> dribbling                                0.00000            685.172696
#> defending                             4379.82192             83.799646
#> physic                                   0.00000              0.000000
#> gk_diving                                0.00000              0.000000
#> gk_handling                              0.00000              0.000000
#> gk_kicking                               0.00000              0.000000
#> gk_reflexes                              0.00000              0.000000
#> gk_speed                                 0.00000              0.000000
#> gk_positioning                           0.00000              0.000000
#> attacking_crossing                       0.00000              0.000000
#> attacking_finishing                     30.64443              0.000000
#> attacking_heading_accuracy               0.00000              0.000000
#> attacking_short_passing                  0.00000              0.000000
#> attacking_volleys                        0.00000              0.000000
#> skill_dribbling                          0.00000              0.000000
#> skill_curve                              0.00000              0.000000
#> skill_fk_accuracy                        0.00000              0.000000
#> skill_long_passing                       0.00000              0.000000
#> skill_ball_control                       0.00000              0.000000
#> movement_acceleration                -4216.75156              0.000000
#> movement_sprint_speed                    0.00000          -2900.348252
#> movement_agility                         0.00000              0.000000
#> movement_reactions                    -252.60343           -818.282503
#> movement_balance                         0.00000              0.000000
#> power_shot_power                         0.00000              0.000000
#> power_jumping                          -86.01776             87.596835
#> power_stamina                            0.00000              7.363845
#> power_strength                           0.00000              0.000000
#> power_long_shots                         0.00000              0.000000
#> mentality_aggression                     0.00000              0.000000
#> mentality_interceptions                  0.00000              0.000000
#> mentality_positioning                    0.00000              0.000000
#> mentality_vision                         0.00000              0.000000
#> mentality_penalties                      0.00000             71.125996
#> mentality_composure                      0.00000            -58.398872
#> defending_marking                        0.00000              0.000000
#> defending_standing_tackle                0.00000              0.000000
#> defending_sliding_tackle                 0.00000            -14.367613
#> goalkeeping_diving                       0.00000              0.000000
#> goalkeeping_handling                     0.00000              0.000000
#> goalkeeping_kicking                      0.00000              0.000000
#> goalkeeping_positioning                  0.00000              0.000000
#> goalkeeping_reflexes                     0.00000              0.000000
#>                            movement_agility movement_reactions movement_balance
#> age                               639.79573      -1.008566e+06        -11.16712
#> height_cm                           0.00000      -1.047560e+02          0.00000
#> weight_kg                           0.00000      -4.674175e+02          0.00000
#> overall                           639.79573       1.137076e+06        -11.16712
#> potential                         -16.20577       2.091554e+05        -11.16712
#> international_reputation            0.00000       3.378998e+02          0.00000
#> weak_foot                           0.00000       0.000000e+00          0.00000
#> skill_moves                         0.00000       1.027680e+05          0.00000
#> pace                                0.00000       0.000000e+00          0.00000
#> shooting                            0.00000      -7.957968e+00          0.00000
#> passing                             0.00000       0.000000e+00          0.00000
#> dribbling                           0.00000       7.817319e+02          0.00000
#> defending                         667.52353      -1.132076e+02          0.00000
#> physic                              0.00000       7.814104e+03          0.00000
#> gk_diving                           0.00000       0.000000e+00          0.00000
#> gk_handling                         0.00000       0.000000e+00          0.00000
#> gk_kicking                          0.00000       0.000000e+00          0.00000
#> gk_reflexes                         0.00000      -4.069843e+01          0.00000
#> gk_speed                            0.00000       0.000000e+00          0.00000
#> gk_positioning                      0.00000       0.000000e+00          0.00000
#> attacking_crossing                  0.00000      -1.452519e+01          0.00000
#> attacking_finishing                 0.00000      -6.861090e+02        -11.16712
#> attacking_heading_accuracy          0.00000       0.000000e+00          0.00000
#> attacking_short_passing           656.00151       0.000000e+00          0.00000
#> attacking_volleys                   0.00000       2.804727e+04          0.00000
#> skill_dribbling                     0.00000       0.000000e+00          0.00000
#> skill_curve                         0.00000       5.332714e+01          0.00000
#> skill_fk_accuracy                   0.00000       1.123921e+03          0.00000
#> skill_long_passing                  0.00000       0.000000e+00          0.00000
#> skill_ball_control                  0.00000      -3.511179e+02          0.00000
#> movement_acceleration               0.00000      -2.526034e+02          0.00000
#> movement_sprint_speed               0.00000      -8.182825e+02          0.00000
#> movement_agility                -3613.35668       0.000000e+00          0.00000
#> movement_reactions                  0.00000       5.284220e+05          0.00000
#> movement_balance                    0.00000       0.000000e+00         74.44744
#> power_shot_power                    0.00000       0.000000e+00          0.00000
#> power_jumping                       0.00000       0.000000e+00          0.00000
#> power_stamina                       0.00000       0.000000e+00          0.00000
#> power_strength                      0.00000       0.000000e+00          0.00000
#> power_long_shots                    0.00000       0.000000e+00          0.00000
#> mentality_aggression                0.00000       0.000000e+00          0.00000
#> mentality_interceptions             0.00000       0.000000e+00          0.00000
#> mentality_positioning               0.00000       1.946752e+03          0.00000
#> mentality_vision                    0.00000      -1.421071e+01          0.00000
#> mentality_penalties                 0.00000       2.482018e+04          0.00000
#> mentality_composure                 0.00000       0.000000e+00          0.00000
#> defending_marking                   0.00000       0.000000e+00          0.00000
#> defending_standing_tackle           0.00000       0.000000e+00          0.00000
#> defending_sliding_tackle            0.00000       1.989305e+02          0.00000
#> goalkeeping_diving                  0.00000       0.000000e+00          0.00000
#> goalkeeping_handling                0.00000       0.000000e+00          0.00000
#> goalkeeping_kicking                 0.00000       7.342046e+02        -11.16712
#> goalkeeping_positioning             0.00000       8.743887e+01          0.00000
#> goalkeeping_reflexes                0.00000       0.000000e+00          0.00000
#>                            power_shot_power power_jumping power_stamina
#> age                           -400474.29751    4426.14494    348.955948
#> height_cm                           0.00000     -76.07552     -3.313543
#> weight_kg                           0.00000       0.00000      0.000000
#> overall                        395605.40637  -12103.33983   -280.566690
#> potential                      -48899.10078    3878.66250   -116.565673
#> international_reputation            0.00000       0.00000      0.000000
#> weak_foot                           0.00000       0.00000      0.000000
#> skill_moves                         0.00000       0.00000     55.088298
#> pace                                0.00000       0.00000      0.000000
#> shooting                            0.00000       0.00000      0.000000
#> passing                             0.00000    -611.66638      0.000000
#> dribbling                           0.00000       0.00000      0.000000
#> defending                        -904.20994    -137.37248   -141.079940
#> physic                              0.00000       0.00000      0.000000
#> gk_diving                           0.00000       0.00000      0.000000
#> gk_handling                         0.00000       0.00000      0.000000
#> gk_kicking                          0.00000       0.00000      0.000000
#> gk_reflexes                         0.00000       0.00000      0.000000
#> gk_speed                          -39.52484       0.00000      0.000000
#> gk_positioning                      0.00000     -79.20228      0.000000
#> attacking_crossing                  0.00000       0.00000    -92.333715
#> attacking_finishing                 0.00000    4621.54282     44.431452
#> attacking_heading_accuracy          0.00000       0.00000      0.000000
#> attacking_short_passing             0.00000       0.00000      0.000000
#> attacking_volleys                   0.00000       0.00000      0.000000
#> skill_dribbling                     0.00000       0.00000      0.000000
#> skill_curve                         0.00000       0.00000      0.000000
#> skill_fk_accuracy                   0.00000       0.00000      0.000000
#> skill_long_passing                  0.00000       0.00000      0.000000
#> skill_ball_control              -1056.17498       0.00000      0.000000
#> movement_acceleration               0.00000     -86.01776      0.000000
#> movement_sprint_speed               0.00000      87.59684      7.363845
#> movement_agility                    0.00000       0.00000      0.000000
#> movement_reactions                  0.00000       0.00000      0.000000
#> movement_balance                    0.00000       0.00000      0.000000
#> power_shot_power               343804.24426       0.00000      0.000000
#> power_jumping                       0.00000   -7202.41608   -164.174724
#> power_stamina                       0.00000    -164.17472    748.227748
#> power_strength                      0.00000       0.00000      0.000000
#> power_long_shots                    0.00000       0.00000      0.000000
#> mentality_aggression                0.00000       0.00000      0.000000
#> mentality_interceptions             0.00000       0.00000      0.000000
#> mentality_positioning               0.00000       0.00000     12.361505
#> mentality_vision                    0.00000    1091.32040      0.000000
#> mentality_penalties                 0.00000       0.00000      0.000000
#> mentality_composure                 0.00000       0.00000      0.000000
#> defending_marking                   0.00000       0.00000      3.536891
#> defending_standing_tackle           0.00000       0.00000      0.000000
#> defending_sliding_tackle            0.00000       0.00000      1.640046
#> goalkeeping_diving                  0.00000       0.00000      0.000000
#> goalkeeping_handling                0.00000       0.00000      0.000000
#> goalkeeping_kicking                 0.00000       0.00000      0.000000
#> goalkeeping_positioning             0.00000       0.00000      0.000000
#> goalkeeping_reflexes                0.00000       0.00000      0.000000
#>                            power_strength power_long_shots mentality_aggression
#> age                              0.000000       -9660.3022           -394.72504
#> height_cm                        0.000000           0.0000           -682.16989
#> weight_kg                        0.000000           0.0000              0.00000
#> overall                       -148.951111       11567.8216            820.63632
#> potential                      119.075128        -963.2692            -97.25461
#> international_reputation         0.000000         300.4061              0.00000
#> weak_foot                        0.000000           0.0000              0.00000
#> skill_moves                      0.000000           0.0000              0.00000
#> pace                             0.000000           0.0000              0.00000
#> shooting                         0.000000           0.0000              0.00000
#> passing                          0.000000           0.0000              0.00000
#> dribbling                      -68.555003           0.0000              0.00000
#> defending                        5.419165       -1803.7549              0.00000
#> physic                           0.000000           0.0000              0.00000
#> gk_diving                       -3.200903           0.0000              0.00000
#> gk_handling                      0.000000           0.0000              0.00000
#> gk_kicking                       0.000000           0.0000              0.00000
#> gk_reflexes                      0.000000           0.0000              0.00000
#> gk_speed                         0.000000           0.0000              0.00000
#> gk_positioning                   0.000000           0.0000              0.00000
#> attacking_crossing               0.000000           0.0000              0.00000
#> attacking_finishing              0.000000           0.0000              0.00000
#> attacking_heading_accuracy       0.000000           0.0000              0.00000
#> attacking_short_passing          0.000000           0.0000              0.00000
#> attacking_volleys              -68.555003           0.0000              0.00000
#> skill_dribbling                  0.000000           0.0000              0.00000
#> skill_curve                      0.000000           0.0000              0.00000
#> skill_fk_accuracy                0.000000           0.0000              0.00000
#> skill_long_passing               0.000000           0.0000              0.00000
#> skill_ball_control               0.000000           0.0000              0.00000
#> movement_acceleration            0.000000           0.0000              0.00000
#> movement_sprint_speed            0.000000           0.0000              0.00000
#> movement_agility                 0.000000           0.0000              0.00000
#> movement_reactions               0.000000           0.0000              0.00000
#> movement_balance                 0.000000           0.0000              0.00000
#> power_shot_power                 0.000000           0.0000              0.00000
#> power_jumping                    0.000000           0.0000              0.00000
#> power_stamina                    0.000000           0.0000              0.00000
#> power_strength                 292.017568           0.0000              0.00000
#> power_long_shots                 0.000000        4707.2703              0.00000
#> mentality_aggression             0.000000           0.0000          -2121.65592
#> mentality_interceptions          0.000000           0.0000            273.63378
#> mentality_positioning           21.559733           0.0000            130.17488
#> mentality_vision                 0.000000        -165.1555              0.00000
#> mentality_penalties              0.000000           0.0000              0.00000
#> mentality_composure              0.000000           0.0000              0.00000
#> defending_marking                0.000000           0.0000              0.00000
#> defending_standing_tackle        0.000000           0.0000              0.00000
#> defending_sliding_tackle         0.000000           0.0000           1051.44227
#> goalkeeping_diving               0.000000           0.0000              0.00000
#> goalkeeping_handling             0.000000           0.0000              0.00000
#> goalkeeping_kicking              0.000000           0.0000              0.00000
#> goalkeeping_positioning          0.000000           0.0000              0.00000
#> goalkeeping_reflexes             0.000000           0.0000              0.00000
#>                            mentality_interceptions mentality_positioning
#> age                                    8764.791517             375.05964
#> height_cm                                 0.000000               0.00000
#> weight_kg                                 0.000000               0.00000
#> overall                               24334.829671           -9111.77336
#> potential                            -33129.810962           -2381.80776
#> international_reputation                  0.000000            -236.25321
#> weak_foot                                 0.000000               0.00000
#> skill_moves                               0.000000               0.00000
#> pace                                      0.000000               0.00000
#> shooting                                -19.984295            1377.79902
#> passing                                   0.000000             437.25526
#> dribbling                                 0.000000               0.00000
#> defending                                 0.000000             -95.20511
#> physic                                    0.000000            -180.52117
#> gk_diving                                 0.000000               0.00000
#> gk_handling                               0.000000               0.00000
#> gk_kicking                                0.000000               0.00000
#> gk_reflexes                               0.000000               0.00000
#> gk_speed                                  0.000000               0.00000
#> gk_positioning                            0.000000               0.00000
#> attacking_crossing                        0.000000               0.00000
#> attacking_finishing                       0.000000               0.00000
#> attacking_heading_accuracy                0.000000               0.00000
#> attacking_short_passing                   0.000000               0.00000
#> attacking_volleys                         0.000000               0.00000
#> skill_dribbling                           0.000000               0.00000
#> skill_curve                               0.000000               0.00000
#> skill_fk_accuracy                         0.000000               0.00000
#> skill_long_passing                        0.000000               0.00000
#> skill_ball_control                        0.000000               0.00000
#> movement_acceleration                     0.000000               0.00000
#> movement_sprint_speed                     0.000000               0.00000
#> movement_agility                          0.000000               0.00000
#> movement_reactions                        0.000000            1946.75246
#> movement_balance                          0.000000               0.00000
#> power_shot_power                          0.000000               0.00000
#> power_jumping                             0.000000               0.00000
#> power_stamina                             0.000000              12.36150
#> power_strength                            0.000000              21.55973
#> power_long_shots                          0.000000               0.00000
#> mentality_aggression                    273.633783             130.17488
#> mentality_interceptions               18357.854352               0.00000
#> mentality_positioning                     0.000000           17042.64138
#> mentality_vision                          0.000000               0.00000
#> mentality_penalties                       0.000000               0.00000
#> mentality_composure                       0.000000               0.00000
#> defending_marking                         0.000000               0.00000
#> defending_standing_tackle                 0.000000               0.00000
#> defending_sliding_tackle                255.255277            -207.38574
#> goalkeeping_diving                        1.481611               0.00000
#> goalkeeping_handling                      0.000000               0.00000
#> goalkeeping_kicking                       0.000000               0.00000
#> goalkeeping_positioning                   0.000000               0.00000
#> goalkeeping_reflexes                      0.000000               0.00000
#>                            mentality_vision mentality_penalties
#> age                            5.305950e+03        3.369961e+04
#> height_cm                      0.000000e+00        1.065318e+02
#> weight_kg                      0.000000e+00       -9.025322e+02
#> overall                       -2.032869e+03       -3.353550e+04
#> potential                      3.802547e+03       -5.830277e+03
#> international_reputation       0.000000e+00        0.000000e+00
#> weak_foot                      0.000000e+00        0.000000e+00
#> skill_moves                    0.000000e+00       -6.998106e+03
#> pace                           1.076460e+02        0.000000e+00
#> shooting                       2.781792e+03        0.000000e+00
#> passing                        5.130840e+02        0.000000e+00
#> dribbling                      0.000000e+00        0.000000e+00
#> defending                      0.000000e+00        2.326809e+01
#> physic                         3.607261e+02       -5.991214e+03
#> gk_diving                      0.000000e+00        0.000000e+00
#> gk_handling                    0.000000e+00        0.000000e+00
#> gk_kicking                     0.000000e+00        0.000000e+00
#> gk_reflexes                    0.000000e+00        0.000000e+00
#> gk_speed                       0.000000e+00        0.000000e+00
#> gk_positioning                -1.243023e+02        0.000000e+00
#> attacking_crossing             0.000000e+00       -1.782692e+02
#> attacking_finishing           -1.421071e+01        0.000000e+00
#> attacking_heading_accuracy     0.000000e+00        0.000000e+00
#> attacking_short_passing        0.000000e+00        0.000000e+00
#> attacking_volleys              0.000000e+00        8.107550e+02
#> skill_dribbling                0.000000e+00        0.000000e+00
#> skill_curve                    0.000000e+00        1.457817e+01
#> skill_fk_accuracy              0.000000e+00        0.000000e+00
#> skill_long_passing             2.183564e+03        0.000000e+00
#> skill_ball_control             1.143932e+01       -6.631820e+03
#> movement_acceleration          0.000000e+00        0.000000e+00
#> movement_sprint_speed          0.000000e+00        7.112600e+01
#> movement_agility               0.000000e+00        0.000000e+00
#> movement_reactions            -1.421071e+01        2.482018e+04
#> movement_balance               0.000000e+00        0.000000e+00
#> power_shot_power               0.000000e+00        0.000000e+00
#> power_jumping                  1.091320e+03        0.000000e+00
#> power_stamina                  0.000000e+00        0.000000e+00
#> power_strength                 0.000000e+00        0.000000e+00
#> power_long_shots              -1.651555e+02        0.000000e+00
#> mentality_aggression           0.000000e+00        0.000000e+00
#> mentality_interceptions        0.000000e+00        0.000000e+00
#> mentality_positioning          0.000000e+00        0.000000e+00
#> mentality_vision              -1.604323e+04        0.000000e+00
#> mentality_penalties            0.000000e+00       -1.226053e+04
#> mentality_composure            0.000000e+00        0.000000e+00
#> defending_marking              0.000000e+00        7.859241e-01
#> defending_standing_tackle      1.666946e-01        0.000000e+00
#> defending_sliding_tackle       6.778740e-01        0.000000e+00
#> goalkeeping_diving             0.000000e+00       -1.030072e+03
#> goalkeeping_handling           0.000000e+00        0.000000e+00
#> goalkeeping_kicking            0.000000e+00        0.000000e+00
#> goalkeeping_positioning        0.000000e+00       -5.939679e+02
#> goalkeeping_reflexes           0.000000e+00        0.000000e+00
#>                            mentality_composure defending_marking
#> age                                 -70.641406      -183.7655874
#> height_cm                             1.169826         0.0000000
#> weight_kg                             0.000000        22.1544567
#> overall                            -150.404886      -747.6071810
#> potential                           -82.556271      -258.8160591
#> international_reputation             64.636152         0.0000000
#> weak_foot                             0.000000         0.0000000
#> skill_moves                           0.000000         0.0000000
#> pace                                  0.000000         0.0000000
#> shooting                              0.000000       -12.8222084
#> passing                               0.000000         0.0000000
#> dribbling                             0.000000         0.0000000
#> defending                             0.000000       -27.0360306
#> physic                                0.000000         0.0000000
#> gk_diving                             0.000000         0.0000000
#> gk_handling                           0.000000         0.0000000
#> gk_kicking                            0.000000         0.0000000
#> gk_reflexes                           0.000000         0.0000000
#> gk_speed                              0.000000       -19.5080545
#> gk_positioning                        0.000000         0.0000000
#> attacking_crossing                    0.000000         0.0000000
#> attacking_finishing                 -67.848615         0.0000000
#> attacking_heading_accuracy            0.000000         0.0000000
#> attacking_short_passing               0.000000         0.0000000
#> attacking_volleys                     0.000000         0.0000000
#> skill_dribbling                       0.000000         0.0000000
#> skill_curve                           0.000000         0.0000000
#> skill_fk_accuracy                     0.000000         0.0000000
#> skill_long_passing                    0.000000         0.0000000
#> skill_ball_control                    0.000000         0.0000000
#> movement_acceleration                 0.000000         0.0000000
#> movement_sprint_speed               -58.398872         0.0000000
#> movement_agility                      0.000000         0.0000000
#> movement_reactions                    0.000000         0.0000000
#> movement_balance                      0.000000         0.0000000
#> power_shot_power                      0.000000         0.0000000
#> power_jumping                         0.000000         0.0000000
#> power_stamina                         0.000000         3.5368914
#> power_strength                        0.000000         0.0000000
#> power_long_shots                      0.000000         0.0000000
#> mentality_aggression                  0.000000         0.0000000
#> mentality_interceptions               0.000000         0.0000000
#> mentality_positioning                 0.000000         0.0000000
#> mentality_vision                      0.000000         0.0000000
#> mentality_penalties                   0.000000         0.7859241
#> mentality_composure                 554.695982         0.0000000
#> defending_marking                     0.000000      2016.1025818
#> defending_standing_tackle             0.000000         0.0000000
#> defending_sliding_tackle             12.127800        60.9436387
#> goalkeeping_diving                    0.000000         0.0000000
#> goalkeeping_handling                  0.000000         0.0000000
#> goalkeeping_kicking                   0.000000         0.2916763
#> goalkeeping_positioning               0.000000         0.0000000
#> goalkeeping_reflexes                  0.000000         0.0000000
#>                            defending_standing_tackle defending_sliding_tackle
#> age                                     1688.8212387                36.269815
#> height_cm                                  0.0000000               455.801498
#> weight_kg                                  0.0000000                 0.000000
#> overall                                   57.0919926             -2590.309330
#> potential                                301.6620237              -932.123021
#> international_reputation                   0.0000000               -10.108631
#> weak_foot                                 20.0812592                 0.000000
#> skill_moves                                0.0000000                 0.000000
#> pace                                       0.0000000                -2.389472
#> shooting                                   0.0000000                 0.000000
#> passing                                    0.0000000               437.255264
#> dribbling                                  0.0000000                 0.000000
#> defending                               1548.0547312                 0.000000
#> physic                                     0.0000000                 0.000000
#> gk_diving                                  0.0000000                 0.000000
#> gk_handling                                0.0000000                 0.000000
#> gk_kicking                               -14.4799182                 0.000000
#> gk_reflexes                                0.0000000                 0.000000
#> gk_speed                                   0.0000000                 0.000000
#> gk_positioning                             0.0000000                 0.000000
#> attacking_crossing                         0.0000000                -3.984474
#> attacking_finishing                        0.0000000                68.959402
#> attacking_heading_accuracy                 0.0000000                 0.000000
#> attacking_short_passing                -1272.9093146                15.330419
#> attacking_volleys                          0.0000000                 0.000000
#> skill_dribbling                            0.0000000                 0.000000
#> skill_curve                                0.0000000                 0.000000
#> skill_fk_accuracy                          0.0000000                29.518476
#> skill_long_passing                         0.0000000                 0.000000
#> skill_ball_control                        -5.4700741                 0.000000
#> movement_acceleration                      0.0000000                 0.000000
#> movement_sprint_speed                      0.0000000               -14.367613
#> movement_agility                           0.0000000                 0.000000
#> movement_reactions                         0.0000000               198.930471
#> movement_balance                           0.0000000                 0.000000
#> power_shot_power                           0.0000000                 0.000000
#> power_jumping                              0.0000000                 0.000000
#> power_stamina                              0.0000000                 1.640046
#> power_strength                             0.0000000                 0.000000
#> power_long_shots                           0.0000000                 0.000000
#> mentality_aggression                       0.0000000              1051.442273
#> mentality_interceptions                    0.0000000               255.255277
#> mentality_positioning                      0.0000000              -207.385740
#> mentality_vision                           0.1666946                 0.677874
#> mentality_penalties                        0.0000000                 0.000000
#> mentality_composure                        0.0000000                12.127800
#> defending_marking                          0.0000000                60.943639
#> defending_standing_tackle              -3460.3903171                 0.000000
#> defending_sliding_tackle                   0.0000000              3997.365252
#> goalkeeping_diving                         0.0000000               -55.910157
#> goalkeeping_handling                       0.0000000                 0.000000
#> goalkeeping_kicking                       36.8552719                 0.000000
#> goalkeeping_positioning                    0.0000000                 0.000000
#> goalkeeping_reflexes                       0.0000000                 0.000000
#>                            goalkeeping_diving goalkeeping_handling
#> age                               -254.083980           -47.701260
#> height_cm                            0.000000             0.000000
#> weight_kg                            0.000000             0.000000
#> overall                           4107.000009         -2395.465934
#> potential                        -2936.852611           575.390507
#> international_reputation             0.000000             0.000000
#> weak_foot                            0.000000             0.000000
#> skill_moves                          0.000000             0.000000
#> pace                                 0.000000             0.000000
#> shooting                             0.000000             0.000000
#> passing                              0.000000             0.000000
#> dribbling                            0.000000             0.000000
#> defending                          -91.177120           -47.743181
#> physic                               0.000000            -2.876723
#> gk_diving                            0.000000             0.000000
#> gk_handling                          0.000000             0.000000
#> gk_kicking                           0.000000             0.000000
#> gk_reflexes                          0.000000             0.000000
#> gk_speed                             0.000000             0.000000
#> gk_positioning                       0.000000             0.000000
#> attacking_crossing                -405.469803             0.000000
#> attacking_finishing                  0.000000             0.000000
#> attacking_heading_accuracy           0.000000           -15.084944
#> attacking_short_passing              2.383160          1006.998579
#> attacking_volleys                    0.000000             0.000000
#> skill_dribbling                      0.000000             0.000000
#> skill_curve                        -35.228277             0.000000
#> skill_fk_accuracy                    0.000000             0.000000
#> skill_long_passing                   0.000000             0.000000
#> skill_ball_control                   0.000000             0.000000
#> movement_acceleration                0.000000             0.000000
#> movement_sprint_speed                0.000000             0.000000
#> movement_agility                     0.000000             0.000000
#> movement_reactions                   0.000000             0.000000
#> movement_balance                     0.000000             0.000000
#> power_shot_power                     0.000000             0.000000
#> power_jumping                        0.000000             0.000000
#> power_stamina                        0.000000             0.000000
#> power_strength                       0.000000             0.000000
#> power_long_shots                     0.000000             0.000000
#> mentality_aggression                 0.000000             0.000000
#> mentality_interceptions              1.481611             0.000000
#> mentality_positioning                0.000000             0.000000
#> mentality_vision                     0.000000             0.000000
#> mentality_penalties              -1030.072309             0.000000
#> mentality_composure                  0.000000             0.000000
#> defending_marking                    0.000000             0.000000
#> defending_standing_tackle            0.000000             0.000000
#> defending_sliding_tackle           -55.910157             0.000000
#> goalkeeping_diving               -1447.181647             0.000000
#> goalkeeping_handling                 0.000000          2683.570964
#> goalkeeping_kicking                  0.000000             0.000000
#> goalkeeping_positioning              0.000000             0.000000
#> goalkeeping_reflexes                 0.000000             0.000000
#>                            goalkeeping_kicking goalkeeping_positioning
#> age                                -37.9518044              110.388146
#> height_cm                            0.0000000                0.000000
#> weight_kg                            0.0000000               79.947579
#> overall                          -2705.2747085             1834.226419
#> potential                          429.3123585            -1015.820183
#> international_reputation           -10.4216766                0.000000
#> weak_foot                            0.0000000                0.000000
#> skill_moves                          0.0000000                0.000000
#> pace                                 0.0000000                0.000000
#> shooting                             0.0000000              -28.516893
#> passing                              0.0000000                0.000000
#> dribbling                            0.0000000                0.000000
#> defending                          -62.5530447              -37.913398
#> physic                               0.0000000                7.449692
#> gk_diving                            0.0000000                0.000000
#> gk_handling                          0.0000000               12.961298
#> gk_kicking                         615.9308771                0.000000
#> gk_reflexes                          0.1397941                0.000000
#> gk_speed                             0.0000000                0.000000
#> gk_positioning                       0.0000000                0.000000
#> attacking_crossing                   0.0000000                0.000000
#> attacking_finishing                -50.7526021                0.000000
#> attacking_heading_accuracy           0.0000000                0.000000
#> attacking_short_passing              0.0000000                0.000000
#> attacking_volleys                    0.0000000                0.000000
#> skill_dribbling                      0.0000000                0.000000
#> skill_curve                          0.0000000                0.000000
#> skill_fk_accuracy                    0.0000000                0.000000
#> skill_long_passing                   0.2998610                0.000000
#> skill_ball_control                  88.7020152             -690.872540
#> movement_acceleration                0.0000000                0.000000
#> movement_sprint_speed                0.0000000                0.000000
#> movement_agility                     0.0000000                0.000000
#> movement_reactions                 734.2046392               87.438872
#> movement_balance                   -11.1671163                0.000000
#> power_shot_power                     0.0000000                0.000000
#> power_jumping                        0.0000000                0.000000
#> power_stamina                        0.0000000                0.000000
#> power_strength                       0.0000000                0.000000
#> power_long_shots                     0.0000000                0.000000
#> mentality_aggression                 0.0000000                0.000000
#> mentality_interceptions              0.0000000                0.000000
#> mentality_positioning                0.0000000                0.000000
#> mentality_vision                     0.0000000                0.000000
#> mentality_penalties                  0.0000000             -593.967889
#> mentality_composure                  0.0000000                0.000000
#> defending_marking                    0.2916763                0.000000
#> defending_standing_tackle           36.8552719                0.000000
#> defending_sliding_tackle             0.0000000                0.000000
#> goalkeeping_diving                   0.0000000                0.000000
#> goalkeeping_handling                 0.0000000                0.000000
#> goalkeeping_kicking               2984.4690359                0.000000
#> goalkeeping_positioning              0.0000000             1136.959292
#> goalkeeping_reflexes                 0.0000000                0.000000
#>                            goalkeeping_reflexes
#> age                                           0
#> height_cm                                     0
#> weight_kg                                     0
#> overall                                       0
#> potential                                     0
#> international_reputation                      0
#> weak_foot                                     0
#> skill_moves                                   0
#> pace                                          0
#> shooting                                      0
#> passing                                       0
#> dribbling                                     0
#> defending                                     0
#> physic                                        0
#> gk_diving                                     0
#> gk_handling                                   0
#> gk_kicking                                    0
#> gk_reflexes                                   0
#> gk_speed                                      0
#> gk_positioning                                0
#> attacking_crossing                            0
#> attacking_finishing                           0
#> attacking_heading_accuracy                    0
#> attacking_short_passing                       0
#> attacking_volleys                             0
#> skill_dribbling                               0
#> skill_curve                                   0
#> skill_fk_accuracy                             0
#> skill_long_passing                            0
#> skill_ball_control                            0
#> movement_acceleration                         0
#> movement_sprint_speed                         0
#> movement_agility                              0
#> movement_reactions                            0
#> movement_balance                              0
#> power_shot_power                              0
#> power_jumping                                 0
#> power_stamina                                 0
#> power_strength                                0
#> power_long_shots                              0
#> mentality_aggression                          0
#> mentality_interceptions                       0
#> mentality_positioning                         0
#> mentality_vision                              0
#> mentality_penalties                           0
#> mentality_composure                           0
#> defending_marking                             0
#> defending_standing_tackle                     0
#> defending_sliding_tackle                      0
#> goalkeeping_diving                            0
#> goalkeeping_handling                          0
#> goalkeeping_kicking                           0
#> goalkeeping_positioning                       0
#> goalkeeping_reflexes                          0
#> 
#> , , 3
#> 
#>                                      age     height_cm     weight_kg
#> age                         3.605815e+05    -66.103397    -109.98754
#> height_cm                  -6.610340e+01  18048.865274       0.00000
#> weight_kg                  -1.099875e+02      0.000000 -287922.82372
#> overall                     1.445787e+06  25290.233613  561521.12688
#> potential                  -1.561532e+05   -114.671882  500233.99224
#> international_reputation    2.581060e+03     94.204195       0.00000
#> weak_foot                   9.186659e+00      0.000000       0.00000
#> skill_moves                 1.727215e+04      0.000000       0.00000
#> pace                       -4.104871e+02      0.000000       0.00000
#> shooting                   -9.512991e+03      0.000000       0.00000
#> passing                    -8.401242e+01      0.000000       0.00000
#> dribbling                  -1.124771e+03 -25310.924557       0.00000
#> defending                  -6.544079e+04     26.640124      15.63392
#> physic                      1.150323e+04      0.000000       0.00000
#> gk_diving                   1.237218e+04      0.000000       0.00000
#> gk_handling                 8.602656e+03      0.000000  -42573.37138
#> gk_kicking                 -1.007380e+02      0.000000       0.00000
#> gk_reflexes                -7.143072e+01      0.000000       0.00000
#> gk_speed                    1.205167e+01      0.000000       0.00000
#> gk_positioning              6.803173e+00      8.089366       0.00000
#> attacking_crossing          3.040974e+03      0.000000       0.00000
#> attacking_finishing         6.923555e+03   -391.215911       0.00000
#> attacking_heading_accuracy  7.497964e+01      0.000000       0.00000
#> attacking_short_passing     2.667801e+02      0.000000       0.00000
#> attacking_volleys           1.498211e+04    164.970366       0.00000
#> skill_dribbling            -1.460700e+05      0.000000       0.00000
#> skill_curve                 6.957693e+02      0.000000       0.00000
#> skill_fk_accuracy           6.295878e+03   -103.300090     377.73208
#> skill_long_passing          1.115693e+03      0.000000       0.00000
#> skill_ball_control          3.093148e+03     15.224668    4383.72764
#> movement_acceleration       6.529701e+02      0.000000     553.85781
#> movement_sprint_speed       3.986686e+02     -3.313543      61.60949
#> movement_agility           -5.599535e+02      0.000000       0.00000
#> movement_reactions          1.060752e+05     67.473776      71.91038
#> movement_balance           -1.442434e+02      0.000000       0.00000
#> power_shot_power           -5.337212e+04      0.000000       0.00000
#> power_jumping              -8.586503e+01      4.254807       0.00000
#> power_stamina              -1.624836e+02     -3.313543       0.00000
#> power_strength              0.000000e+00      0.000000       0.00000
#> power_long_shots            2.372520e+03      0.000000       0.00000
#> mentality_aggression        2.134444e+02    270.475807       0.00000
#> mentality_interceptions    -5.022859e+03      0.000000       0.00000
#> mentality_positioning      -8.277562e+02      0.000000       0.00000
#> mentality_vision            1.600248e+03      0.000000       0.00000
#> mentality_penalties        -1.184928e+04    -53.265887    4383.72764
#> mentality_composure         4.189951e+01      1.783642       0.00000
#> defending_marking           4.385279e+01      0.000000     -13.79517
#> defending_standing_tackle  -4.273359e+02      0.000000       0.00000
#> defending_sliding_tackle   -3.492153e+02   -104.700312       0.00000
#> goalkeeping_diving          3.713574e+02      0.000000       0.00000
#> goalkeeping_handling        3.544889e+01      0.000000       0.00000
#> goalkeeping_kicking         8.291585e+01      0.000000       0.00000
#> goalkeeping_positioning    -4.503781e+01      0.000000    -388.31681
#> goalkeeping_reflexes        0.000000e+00      0.000000       0.00000
#>                                  overall     potential international_reputation
#> age                         1.445787e+06 -1.561532e+05              2581.059549
#> height_cm                   2.529023e+04 -1.146719e+02                94.204195
#> weight_kg                   5.615211e+05  5.002340e+05                 0.000000
#> overall                     4.720694e+07  9.020701e+06             24569.200855
#> potential                   9.020701e+06  6.331126e+05            -40618.252880
#> international_reputation    2.456920e+04 -4.061825e+04             22654.813891
#> weak_foot                   9.186659e+00 -2.842764e+00                 0.000000
#> skill_moves                -3.216644e+04  8.238252e+02                 0.000000
#> pace                       -1.682106e+03  3.775652e+03               358.722972
#> shooting                    1.386300e+04 -7.822775e+03                 0.000000
#> passing                     1.141400e+03  2.448731e+02                 0.000000
#> dribbling                   5.546454e+05 -7.092117e+02                 0.000000
#> defending                   1.468169e+06  1.960423e+05               358.722972
#> physic                      2.420170e+04  1.527120e+04             10987.183864
#> gk_diving                   2.626046e+05  1.701936e+05                 0.000000
#> gk_handling                 8.089328e+04  1.846120e+04                21.932756
#> gk_kicking                  7.992811e+02 -6.371697e+02                 0.000000
#> gk_reflexes                -1.543612e+02 -5.461500e+00                 0.000000
#> gk_speed                   -5.831076e+01 -5.831076e+01                 0.000000
#> gk_positioning             -1.186635e+03  1.115390e+03                 0.000000
#> attacking_crossing          3.021746e+03  2.381336e+03                 0.000000
#> attacking_finishing         3.777503e+04 -4.989161e+04                 0.000000
#> attacking_heading_accuracy -8.471320e+02 -8.296200e+02                 0.000000
#> attacking_short_passing     1.146132e+04 -6.922379e+03                 0.000000
#> attacking_volleys           1.624609e+05  9.977913e+04                 0.000000
#> skill_dribbling             1.474167e+06 -3.964533e+02                 0.000000
#> skill_curve                 5.168051e+04 -4.928493e+04                 0.000000
#> skill_fk_accuracy           4.553880e+05 -2.799744e+04                69.371067
#> skill_long_passing         -5.990507e+03 -1.086703e+02                 0.000000
#> skill_ball_control          3.913475e+04 -5.504999e+04                 0.000000
#> movement_acceleration      -1.934796e+03  1.000074e+03                 0.000000
#> movement_sprint_speed       1.133708e+03  5.083089e+02               132.140658
#> movement_agility            1.032740e+03 -3.132831e+01                 0.000000
#> movement_reactions          2.124069e+06  5.761140e+05               435.106303
#> movement_balance            3.571154e+02  3.571154e+02                 0.000000
#> power_shot_power            7.477773e+05  1.645177e+05                 0.000000
#> power_jumping               1.408683e+03  4.854986e+02                 0.000000
#> power_stamina              -2.209349e+02 -7.196419e+01                 0.000000
#> power_strength              2.623789e+02 -3.561847e+02                 0.000000
#> power_long_shots            1.548600e+04 -1.852846e+04               681.055944
#> mentality_aggression        1.312874e+02  1.120076e+01                 0.000000
#> mentality_interceptions     1.037472e+04 -5.185600e+03                 0.000000
#> mentality_positioning      -7.992321e+03 -1.659957e+03              -139.369543
#> mentality_vision            1.085522e+04  2.743575e+03                 0.000000
#> mentality_penalties        -3.574690e+04 -1.141513e+04                 0.000000
#> mentality_composure        -2.165332e+02 -1.822414e+02                29.401658
#> defending_marking          -8.186942e+02 -4.098251e+02                 0.000000
#> defending_standing_tackle   3.460965e+03 -6.738972e+02                 0.000000
#> defending_sliding_tackle   -5.550407e+02 -9.764863e+02                 1.382257
#> goalkeeping_diving         -8.413908e+02 -3.943354e+02                 0.000000
#> goalkeeping_handling       -2.407352e+03  5.635041e+02                 0.000000
#> goalkeeping_kicking        -2.767162e+03  5.844835e+02               -15.679459
#> goalkeeping_positioning     1.472537e+03 -6.355515e+02                 0.000000
#> goalkeeping_reflexes        0.000000e+00  0.000000e+00                 0.000000
#>                             weak_foot   skill_moves         pace     shooting
#> age                          9.186659  17272.149275  -410.487132 -9512.991293
#> height_cm                    0.000000      0.000000     0.000000     0.000000
#> weight_kg                    0.000000      0.000000     0.000000     0.000000
#> overall                      9.186659 -32166.437877 -1682.105645 13862.997612
#> potential                   -2.842764    823.825196  3775.651543 -7822.774537
#> international_reputation     0.000000      0.000000   358.722972     0.000000
#> weak_foot                  -38.212927      0.000000     0.000000     0.000000
#> skill_moves                  0.000000 -17682.065265     0.000000     0.000000
#> pace                         0.000000      0.000000 -2243.586247     0.000000
#> shooting                     0.000000      0.000000     0.000000 13177.754824
#> passing                      0.000000      0.000000     0.000000     0.000000
#> dribbling                    0.000000      0.000000     0.000000     0.000000
#> defending                    0.000000      0.000000    97.929691  3115.246072
#> physic                       0.000000      0.000000   974.637023   438.125260
#> gk_diving                    0.000000      0.000000     0.000000     0.000000
#> gk_handling                  0.000000      0.000000     0.000000     0.000000
#> gk_kicking                   0.000000      0.000000     0.000000     0.000000
#> gk_reflexes                  0.000000      0.000000     0.000000     0.000000
#> gk_speed                     0.000000      0.000000     0.000000   -32.557979
#> gk_positioning               0.000000      0.000000     0.000000     0.000000
#> attacking_crossing           0.000000      0.000000    30.909007     0.000000
#> attacking_finishing          0.000000    -13.924473  1111.773900     0.000000
#> attacking_heading_accuracy   0.000000      0.000000     0.000000    11.276180
#> attacking_short_passing      0.000000      0.000000 -1774.818170  -202.524155
#> attacking_volleys            0.000000      0.000000     0.000000     0.000000
#> skill_dribbling              0.000000      0.000000     0.000000 -6097.518217
#> skill_curve                  0.000000      0.000000     0.000000     0.000000
#> skill_fk_accuracy            0.000000      0.000000     0.000000  1275.947630
#> skill_long_passing           0.000000    -39.629125     0.000000     0.000000
#> skill_ball_control           0.000000      0.000000  -322.330642  -320.697113
#> movement_acceleration        0.000000      0.000000     0.000000     0.000000
#> movement_sprint_speed        0.000000   -231.888450     0.000000    -3.531588
#> movement_agility             0.000000      0.000000     0.000000     0.000000
#> movement_reactions           0.000000  17350.025478     0.000000    -3.640886
#> movement_balance             0.000000      0.000000     0.000000     0.000000
#> power_shot_power             0.000000      0.000000     0.000000     0.000000
#> power_jumping                0.000000      0.000000     0.000000     0.000000
#> power_stamina                0.000000      9.813728     0.000000     0.000000
#> power_strength               0.000000      0.000000     0.000000     0.000000
#> power_long_shots             0.000000      0.000000     0.000000     0.000000
#> mentality_aggression         0.000000      0.000000     0.000000     0.000000
#> mentality_interceptions      0.000000      0.000000     0.000000    -6.749453
#> mentality_positioning        0.000000      0.000000     0.000000  1377.799015
#> mentality_vision             0.000000      0.000000   150.420616  3885.138480
#> mentality_penalties          0.000000  -2116.787654     0.000000     0.000000
#> mentality_composure          0.000000      0.000000     0.000000     0.000000
#> defending_marking            0.000000      0.000000     0.000000   -19.680537
#> defending_standing_tackle    9.186659      0.000000     0.000000     0.000000
#> defending_sliding_tackle     0.000000      0.000000    -1.080675     0.000000
#> goalkeeping_diving           0.000000      0.000000     0.000000     0.000000
#> goalkeeping_handling         0.000000      0.000000     0.000000     0.000000
#> goalkeeping_kicking          0.000000      0.000000     0.000000     0.000000
#> goalkeeping_positioning      0.000000      0.000000     0.000000   -28.516893
#> goalkeeping_reflexes         0.000000      0.000000     0.000000     0.000000
#>                                passing    dribbling     defending        physic
#> age                          -84.01242  -1124.77059 -6.544079e+04  11503.226044
#> height_cm                      0.00000 -25310.92456  2.664012e+01      0.000000
#> weight_kg                      0.00000      0.00000  1.563392e+01      0.000000
#> overall                     1141.39999 554645.37633  1.468169e+06  24201.697189
#> potential                    244.87306   -709.21172  1.960423e+05  15271.198388
#> international_reputation       0.00000      0.00000  3.587230e+02  10987.183864
#> weak_foot                      0.00000      0.00000  0.000000e+00      0.000000
#> skill_moves                    0.00000      0.00000  0.000000e+00      0.000000
#> pace                           0.00000      0.00000  9.792969e+01    974.637023
#> shooting                       0.00000      0.00000  3.115246e+03    438.125260
#> passing                    -4727.82723      0.00000  0.000000e+00      0.000000
#> dribbling                      0.00000  25701.74092  3.778180e+00      0.000000
#> defending                      0.00000      3.77818  1.828464e+04    295.353078
#> physic                         0.00000      0.00000  2.953531e+02  36404.757335
#> gk_diving                      0.00000    -10.82732  0.000000e+00      0.000000
#> gk_handling                    0.00000      0.00000 -2.731829e+01      5.200521
#> gk_kicking                     0.00000      0.00000  0.000000e+00      0.000000
#> gk_reflexes                    0.00000      0.00000 -6.763033e+01      0.000000
#> gk_speed                       0.00000      0.00000  0.000000e+00      0.000000
#> gk_positioning                56.64980      0.00000  0.000000e+00      0.000000
#> attacking_crossing             0.00000      0.00000 -4.653334e+01    -15.422452
#> attacking_finishing           45.80767   1103.02376 -4.895454e+03      0.000000
#> attacking_heading_accuracy     0.00000   -308.95418  0.000000e+00    -17.512005
#> attacking_short_passing        0.00000      0.00000 -2.249785e+03      0.000000
#> attacking_volleys              0.00000   -691.20204  0.000000e+00      0.000000
#> skill_dribbling                0.00000      0.00000 -8.609907e+01      0.000000
#> skill_curve                    0.00000      0.00000 -7.092230e+02      0.000000
#> skill_fk_accuracy              0.00000      0.00000  0.000000e+00      0.000000
#> skill_long_passing             0.00000      0.00000  4.769596e+01     57.760770
#> skill_ball_control             0.00000   1103.02376 -2.879301e+01      0.000000
#> movement_acceleration          0.00000      0.00000  1.390696e+03      0.000000
#> movement_sprint_speed          0.00000    379.69987  6.843590e+01      0.000000
#> movement_agility               0.00000      0.00000  1.081385e+03      0.000000
#> movement_reactions             0.00000   1103.02376  3.065084e+01 -98250.732909
#> movement_balance               0.00000      0.00000  0.000000e+00      0.000000
#> power_shot_power               0.00000      0.00000 -4.079559e+02      0.000000
#> power_jumping                 21.84523      0.00000  8.359931e+02      0.000000
#> power_stamina                  0.00000      0.00000 -3.020279e+01      0.000000
#> power_strength                 0.00000    342.77501  5.419165e+00      0.000000
#> power_long_shots               0.00000      0.00000 -4.624464e+02      0.000000
#> mentality_aggression           0.00000      0.00000  0.000000e+00      0.000000
#> mentality_interceptions        0.00000      0.00000  0.000000e+00      0.000000
#> mentality_positioning        564.28126      0.00000 -1.616684e+02    219.600855
#> mentality_vision             546.08291      0.00000  0.000000e+00    732.397788
#> mentality_penalties            0.00000      0.00000  2.600985e+01  34495.178923
#> mentality_composure            0.00000      0.00000  0.000000e+00      0.000000
#> defending_marking              0.00000      0.00000 -7.308216e+00      0.000000
#> defending_standing_tackle      0.00000      0.00000  2.935205e+03      0.000000
#> defending_sliding_tackle     564.28126      0.00000  0.000000e+00      0.000000
#> goalkeeping_diving             0.00000      0.00000 -1.786886e+02      0.000000
#> goalkeeping_handling           0.00000      0.00000 -1.126120e+02      9.718996
#> goalkeeping_kicking            0.00000      0.00000 -1.093858e+02      0.000000
#> goalkeeping_positioning        0.00000      0.00000 -3.791340e+01      7.449692
#> goalkeeping_reflexes           0.00000      0.00000  0.000000e+00      0.000000
#>                                gk_diving   gk_handling   gk_kicking
#> age                         1.237218e+04   8602.655987  -100.737971
#> height_cm                   0.000000e+00      0.000000     0.000000
#> weight_kg                   0.000000e+00 -42573.371381     0.000000
#> overall                     2.626046e+05  80893.284770   799.281106
#> potential                   1.701936e+05  18461.204659  -637.169724
#> international_reputation    0.000000e+00     21.932756     0.000000
#> weak_foot                   0.000000e+00      0.000000     0.000000
#> skill_moves                 0.000000e+00      0.000000     0.000000
#> pace                        0.000000e+00      0.000000     0.000000
#> shooting                    0.000000e+00      0.000000     0.000000
#> passing                     0.000000e+00      0.000000     0.000000
#> dribbling                  -1.082732e+01      0.000000     0.000000
#> defending                   0.000000e+00    -27.318291     0.000000
#> physic                      0.000000e+00      5.200521     0.000000
#> gk_diving                  -1.206110e+05      0.000000     0.000000
#> gk_handling                 0.000000e+00  64285.943404     0.000000
#> gk_kicking                  0.000000e+00      0.000000 -1796.955597
#> gk_reflexes                 0.000000e+00      0.000000     0.000000
#> gk_speed                    0.000000e+00      0.000000     0.000000
#> gk_positioning              0.000000e+00      0.000000     0.000000
#> attacking_crossing          1.823863e+00      0.000000     0.000000
#> attacking_finishing         0.000000e+00      0.145149     0.000000
#> attacking_heading_accuracy  0.000000e+00      0.000000     0.000000
#> attacking_short_passing     0.000000e+00      0.000000     0.000000
#> attacking_volleys          -1.082732e+01      0.000000     0.000000
#> skill_dribbling             0.000000e+00 -65855.279575     0.000000
#> skill_curve                 0.000000e+00      0.000000     0.000000
#> skill_fk_accuracy           0.000000e+00      0.000000     0.000000
#> skill_long_passing          0.000000e+00     -4.548430     0.000000
#> skill_ball_control          0.000000e+00      0.000000     0.000000
#> movement_acceleration       0.000000e+00      0.000000     0.000000
#> movement_sprint_speed       0.000000e+00      0.000000     0.000000
#> movement_agility            0.000000e+00      0.000000     0.000000
#> movement_reactions          0.000000e+00      0.000000     0.000000
#> movement_balance            0.000000e+00      0.000000     0.000000
#> power_shot_power            0.000000e+00      0.000000     0.000000
#> power_jumping               0.000000e+00      0.000000     0.000000
#> power_stamina               0.000000e+00      0.000000     0.000000
#> power_strength              1.600451e+01      0.000000     0.000000
#> power_long_shots            0.000000e+00      0.000000     0.000000
#> mentality_aggression        0.000000e+00      0.000000     0.000000
#> mentality_interceptions     0.000000e+00      0.000000     0.000000
#> mentality_positioning       0.000000e+00      0.000000     0.000000
#> mentality_vision            0.000000e+00      0.000000     0.000000
#> mentality_penalties         0.000000e+00      0.000000     0.000000
#> mentality_composure         0.000000e+00      0.000000     0.000000
#> defending_marking           0.000000e+00      0.000000     0.000000
#> defending_standing_tackle   0.000000e+00      0.000000    -6.370033
#> defending_sliding_tackle    0.000000e+00      0.000000     0.000000
#> goalkeeping_diving          0.000000e+00      0.000000     0.000000
#> goalkeeping_handling        0.000000e+00      0.000000     0.000000
#> goalkeeping_kicking         0.000000e+00      0.000000   805.651139
#> goalkeeping_positioning     0.000000e+00     12.961298     0.000000
#> goalkeeping_reflexes        0.000000e+00      0.000000     0.000000
#>                             gk_reflexes  gk_speed gk_positioning
#> age                         -71.4307219  12.05167       6.803173
#> height_cm                     0.0000000   0.00000       8.089366
#> weight_kg                     0.0000000   0.00000       0.000000
#> overall                    -154.3611668 -58.31076   -1186.634663
#> potential                    -5.4615002 -58.31076    1115.389968
#> international_reputation      0.0000000   0.00000       0.000000
#> weak_foot                     0.0000000   0.00000       0.000000
#> skill_moves                   0.0000000   0.00000       0.000000
#> pace                          0.0000000   0.00000       0.000000
#> shooting                      0.0000000 -32.55798       0.000000
#> passing                       0.0000000   0.00000      56.649798
#> dribbling                     0.0000000   0.00000       0.000000
#> defending                   -67.6303341   0.00000       0.000000
#> physic                        0.0000000   0.00000       0.000000
#> gk_diving                     0.0000000   0.00000       0.000000
#> gk_handling                   0.0000000   0.00000       0.000000
#> gk_kicking                    0.0000000   0.00000       0.000000
#> gk_reflexes                 523.9747253   0.00000       0.000000
#> gk_speed                      0.0000000 345.83105       0.000000
#> gk_positioning                0.0000000   0.00000    1731.868789
#> attacking_crossing            0.0000000   0.00000       0.000000
#> attacking_finishing           0.0000000   0.00000       0.000000
#> attacking_heading_accuracy    0.0000000   0.00000       0.000000
#> attacking_short_passing       0.0000000   0.00000       0.000000
#> attacking_volleys             0.0000000   0.00000       0.000000
#> skill_dribbling               0.0000000   0.00000       0.000000
#> skill_curve                   0.0000000   0.00000       0.000000
#> skill_fk_accuracy             0.0000000   0.00000    -274.400959
#> skill_long_passing            0.0000000   0.00000       0.000000
#> skill_ball_control            0.0000000 -39.52484       0.000000
#> movement_acceleration         0.0000000   0.00000       0.000000
#> movement_sprint_speed         0.0000000   0.00000       0.000000
#> movement_agility              0.0000000   0.00000       0.000000
#> movement_reactions          -17.4898220   0.00000       0.000000
#> movement_balance              0.0000000   0.00000       0.000000
#> power_shot_power              0.0000000 -39.52484       0.000000
#> power_jumping                 0.0000000   0.00000       2.828653
#> power_stamina                 0.0000000   0.00000       0.000000
#> power_strength                0.0000000   0.00000       0.000000
#> power_long_shots              0.0000000   0.00000       0.000000
#> mentality_aggression          0.0000000   0.00000       0.000000
#> mentality_interceptions       0.0000000   0.00000       0.000000
#> mentality_positioning         0.0000000   0.00000       0.000000
#> mentality_vision              0.0000000   0.00000    -338.952495
#> mentality_penalties           0.0000000   0.00000       0.000000
#> mentality_composure           0.0000000   0.00000       0.000000
#> defending_marking             0.0000000 -30.82879       0.000000
#> defending_standing_tackle     0.0000000   0.00000       0.000000
#> defending_sliding_tackle      0.0000000   0.00000       0.000000
#> goalkeeping_diving            0.0000000   0.00000       0.000000
#> goalkeeping_handling          0.0000000   0.00000       0.000000
#> goalkeeping_kicking           0.2095899   0.00000       0.000000
#> goalkeeping_positioning       0.0000000   0.00000       0.000000
#> goalkeeping_reflexes          0.0000000   0.00000       0.000000
#>                            attacking_crossing attacking_finishing
#> age                               3040.973874         6923.555020
#> height_cm                            0.000000         -391.215911
#> weight_kg                            0.000000            0.000000
#> overall                           3021.745809        37775.034164
#> potential                         2381.335812       -49891.613742
#> international_reputation             0.000000            0.000000
#> weak_foot                            0.000000            0.000000
#> skill_moves                          0.000000          -13.924473
#> pace                                30.909007         1111.773900
#> shooting                             0.000000            0.000000
#> passing                              0.000000           45.807674
#> dribbling                            0.000000         1103.023762
#> defending                          -46.533341        -4895.454124
#> physic                             -15.422452            0.000000
#> gk_diving                            1.823863            0.000000
#> gk_handling                          0.000000            0.145149
#> gk_kicking                           0.000000            0.000000
#> gk_reflexes                          0.000000            0.000000
#> gk_speed                             0.000000            0.000000
#> gk_positioning                       0.000000            0.000000
#> attacking_crossing              -12809.399992            0.000000
#> attacking_finishing                  0.000000        34568.518970
#> attacking_heading_accuracy           0.000000           -7.862853
#> attacking_short_passing              0.000000         1973.301424
#> attacking_volleys                    0.000000            0.000000
#> skill_dribbling                      0.000000            0.000000
#> skill_curve                          0.000000            0.000000
#> skill_fk_accuracy                    0.000000            0.000000
#> skill_long_passing                   0.000000            1.484065
#> skill_ball_control                   0.000000         -563.402440
#> movement_acceleration                0.000000           51.270490
#> movement_sprint_speed                0.000000            0.000000
#> movement_agility                     0.000000            0.000000
#> movement_reactions                 -15.422452        -1228.251830
#> movement_balance                     0.000000          357.115446
#> power_shot_power                     0.000000            0.000000
#> power_jumping                        0.000000         -319.108212
#> power_stamina                      -36.848224           17.386220
#> power_strength                       0.000000            0.000000
#> power_long_shots                     0.000000            0.000000
#> mentality_aggression                 0.000000            0.000000
#> mentality_interceptions              0.000000            0.000000
#> mentality_positioning                0.000000            0.000000
#> mentality_vision                     0.000000          -23.565363
#> mentality_penalties                -20.545900            0.000000
#> mentality_composure                  0.000000            1.094017
#> defending_marking                    0.000000            0.000000
#> defending_standing_tackle            0.000000            0.000000
#> defending_sliding_tackle            -1.570149          113.685624
#> goalkeeping_diving                  49.649364            0.000000
#> goalkeeping_handling                 0.000000            0.000000
#> goalkeeping_kicking                  0.000000         -219.417388
#> goalkeeping_positioning              0.000000            0.000000
#> goalkeeping_reflexes                 0.000000            0.000000
#>                            attacking_heading_accuracy attacking_short_passing
#> age                                         74.979639              266.780119
#> height_cm                                    0.000000                0.000000
#> weight_kg                                    0.000000                0.000000
#> overall                                   -847.132044            11461.320746
#> potential                                 -829.620040            -6922.378887
#> international_reputation                     0.000000                0.000000
#> weak_foot                                    0.000000                0.000000
#> skill_moves                                  0.000000                0.000000
#> pace                                         0.000000            -1774.818170
#> shooting                                    11.276180             -202.524155
#> passing                                      0.000000                0.000000
#> dribbling                                 -308.954180                0.000000
#> defending                                    0.000000            -2249.784685
#> physic                                     -17.512005                0.000000
#> gk_diving                                    0.000000                0.000000
#> gk_handling                                  0.000000                0.000000
#> gk_kicking                                   0.000000                0.000000
#> gk_reflexes                                  0.000000                0.000000
#> gk_speed                                     0.000000                0.000000
#> gk_positioning                               0.000000                0.000000
#> attacking_crossing                           0.000000                0.000000
#> attacking_finishing                         -7.862853             1973.301424
#> attacking_heading_accuracy                3121.941817                0.000000
#> attacking_short_passing                      0.000000           -10808.491965
#> attacking_volleys                            0.000000                0.000000
#> skill_dribbling                              0.000000                0.000000
#> skill_curve                                  0.000000                0.000000
#> skill_fk_accuracy                            0.000000                0.000000
#> skill_long_passing                           0.000000                0.000000
#> skill_ball_control                           0.000000                0.000000
#> movement_acceleration                        0.000000                0.000000
#> movement_sprint_speed                        0.000000                0.000000
#> movement_agility                             0.000000             1064.068084
#> movement_reactions                           0.000000                0.000000
#> movement_balance                             0.000000                0.000000
#> power_shot_power                             0.000000                0.000000
#> power_jumping                                0.000000                0.000000
#> power_stamina                                0.000000                0.000000
#> power_strength                               0.000000                0.000000
#> power_long_shots                             0.000000                0.000000
#> mentality_aggression                         0.000000                0.000000
#> mentality_interceptions                      0.000000                0.000000
#> mentality_positioning                        0.000000                0.000000
#> mentality_vision                             0.000000                0.000000
#> mentality_penalties                          0.000000                0.000000
#> mentality_composure                          0.000000                0.000000
#> defending_marking                            0.000000                0.000000
#> defending_standing_tackle                    0.000000            -2064.724186
#> defending_sliding_tackle                     0.000000               24.324498
#> goalkeeping_diving                           0.000000                3.800694
#> goalkeeping_handling                       -22.189299             1006.998579
#> goalkeeping_kicking                          0.000000                0.000000
#> goalkeeping_positioning                      0.000000                0.000000
#> goalkeeping_reflexes                         0.000000                0.000000
#>                            attacking_volleys skill_dribbling  skill_curve
#> age                              14982.11462   -146069.97483    695.76927
#> height_cm                          164.97037         0.00000      0.00000
#> weight_kg                            0.00000         0.00000      0.00000
#> overall                         162460.92858   1474167.14925  51680.50709
#> potential                        99779.12926      -396.45332 -49284.92603
#> international_reputation             0.00000         0.00000      0.00000
#> weak_foot                            0.00000         0.00000      0.00000
#> skill_moves                          0.00000         0.00000      0.00000
#> pace                                 0.00000         0.00000      0.00000
#> shooting                             0.00000     -6097.51822      0.00000
#> passing                              0.00000         0.00000      0.00000
#> dribbling                         -691.20204         0.00000      0.00000
#> defending                            0.00000       -86.09907   -709.22301
#> physic                               0.00000         0.00000      0.00000
#> gk_diving                          -10.82732         0.00000      0.00000
#> gk_handling                          0.00000    -65855.27958      0.00000
#> gk_kicking                           0.00000         0.00000      0.00000
#> gk_reflexes                          0.00000         0.00000      0.00000
#> gk_speed                             0.00000         0.00000      0.00000
#> gk_positioning                       0.00000         0.00000      0.00000
#> attacking_crossing                   0.00000         0.00000      0.00000
#> attacking_finishing                  0.00000         0.00000      0.00000
#> attacking_heading_accuracy           0.00000         0.00000      0.00000
#> attacking_short_passing              0.00000         0.00000      0.00000
#> attacking_volleys              -154824.40256         0.00000      0.00000
#> skill_dribbling                      0.00000    154505.31801      0.00000
#> skill_curve                          0.00000         0.00000  25614.76641
#> skill_fk_accuracy                    0.00000         0.00000      0.00000
#> skill_long_passing                   0.00000         0.00000      0.00000
#> skill_ball_control               -1497.78485         0.00000      0.00000
#> movement_acceleration                0.00000         0.00000      0.00000
#> movement_sprint_speed                0.00000         0.00000      0.00000
#> movement_agility                     0.00000         0.00000      0.00000
#> movement_reactions              108651.86741         0.00000     53.32714
#> movement_balance                     0.00000         0.00000      0.00000
#> power_shot_power                     0.00000         0.00000      0.00000
#> power_jumping                        0.00000         0.00000      0.00000
#> power_stamina                        0.00000         0.00000      0.00000
#> power_strength                     342.77501         0.00000      0.00000
#> power_long_shots                     0.00000         0.00000      0.00000
#> mentality_aggression                 0.00000         0.00000      0.00000
#> mentality_interceptions              0.00000         0.00000      0.00000
#> mentality_positioning                0.00000         0.00000      0.00000
#> mentality_vision                     0.00000         0.00000      0.00000
#> mentality_penalties                711.40027         0.00000  -1357.51564
#> mentality_composure                  0.00000         0.00000      0.00000
#> defending_marking                    0.00000         0.00000      0.00000
#> defending_standing_tackle            0.00000         0.00000      0.00000
#> defending_sliding_tackle             0.00000         0.00000      0.00000
#> goalkeeping_diving                   0.00000         0.00000   -207.05600
#> goalkeeping_handling                 0.00000         0.00000      0.00000
#> goalkeeping_kicking                  0.00000         0.00000      0.00000
#> goalkeeping_positioning              0.00000         0.00000      0.00000
#> goalkeeping_reflexes                 0.00000         0.00000      0.00000
#>                            skill_fk_accuracy skill_long_passing
#> age                               6295.87818       1115.6925926
#> height_cm                         -103.30009          0.0000000
#> weight_kg                          377.73208          0.0000000
#> overall                         455387.97109      -5990.5074055
#> potential                       -27997.43778       -108.6702561
#> international_reputation            69.37107          0.0000000
#> weak_foot                            0.00000          0.0000000
#> skill_moves                          0.00000        -39.6291252
#> pace                                 0.00000          0.0000000
#> shooting                          1275.94763          0.0000000
#> passing                              0.00000          0.0000000
#> dribbling                            0.00000          0.0000000
#> defending                            0.00000         47.6959630
#> physic                               0.00000         57.7607696
#> gk_diving                            0.00000          0.0000000
#> gk_handling                          0.00000         -4.5484304
#> gk_kicking                           0.00000          0.0000000
#> gk_reflexes                          0.00000          0.0000000
#> gk_speed                             0.00000          0.0000000
#> gk_positioning                    -274.40096          0.0000000
#> attacking_crossing                   0.00000          0.0000000
#> attacking_finishing                  0.00000          1.4840654
#> attacking_heading_accuracy           0.00000          0.0000000
#> attacking_short_passing              0.00000          0.0000000
#> attacking_volleys                    0.00000          0.0000000
#> skill_dribbling                      0.00000          0.0000000
#> skill_curve                          0.00000          0.0000000
#> skill_fk_accuracy                25471.79802          0.0000000
#> skill_long_passing                   0.00000       4442.3190724
#> skill_ball_control                   0.00000          0.0000000
#> movement_acceleration                0.00000          0.0000000
#> movement_sprint_speed                0.00000          0.0000000
#> movement_agility                     0.00000          0.0000000
#> movement_reactions                2010.34003          0.0000000
#> movement_balance                     0.00000          0.0000000
#> power_shot_power                     0.00000          0.0000000
#> power_jumping                        0.00000          0.0000000
#> power_stamina                        0.00000          0.0000000
#> power_strength                       0.00000          0.0000000
#> power_long_shots                     0.00000          0.0000000
#> mentality_aggression                 0.00000          0.0000000
#> mentality_interceptions              0.00000          0.0000000
#> mentality_positioning                0.00000          0.0000000
#> mentality_vision                     0.00000       4307.9710463
#> mentality_penalties                  0.00000          0.0000000
#> mentality_composure                  0.00000          0.0000000
#> defending_marking                    0.00000          0.0000000
#> defending_standing_tackle            0.00000          0.0000000
#> defending_sliding_tackle            65.46131          0.0000000
#> goalkeeping_diving                   0.00000          0.0000000
#> goalkeeping_handling                 0.00000          0.0000000
#> goalkeeping_kicking                  0.00000          0.5733595
#> goalkeeping_positioning              0.00000          0.0000000
#> goalkeeping_reflexes                 0.00000          0.0000000
#>                            skill_ball_control movement_acceleration
#> age                               3093.147810             652.97008
#> height_cm                           15.224668               0.00000
#> weight_kg                         4383.727635             553.85781
#> overall                          39134.753600           -1934.79596
#> potential                       -55049.986419            1000.07413
#> international_reputation             0.000000               0.00000
#> weak_foot                            0.000000               0.00000
#> skill_moves                          0.000000               0.00000
#> pace                              -322.330642               0.00000
#> shooting                          -320.697113               0.00000
#> passing                              0.000000               0.00000
#> dribbling                         1103.023762               0.00000
#> defending                          -28.793014            1390.69600
#> physic                               0.000000               0.00000
#> gk_diving                            0.000000               0.00000
#> gk_handling                          0.000000               0.00000
#> gk_kicking                           0.000000               0.00000
#> gk_reflexes                          0.000000               0.00000
#> gk_speed                           -39.524840               0.00000
#> gk_positioning                       0.000000               0.00000
#> attacking_crossing                   0.000000               0.00000
#> attacking_finishing               -563.402440              51.27049
#> attacking_heading_accuracy           0.000000               0.00000
#> attacking_short_passing              0.000000               0.00000
#> attacking_volleys                -1497.784847               0.00000
#> skill_dribbling                      0.000000               0.00000
#> skill_curve                          0.000000               0.00000
#> skill_fk_accuracy                    0.000000               0.00000
#> skill_long_passing                   0.000000               0.00000
#> skill_ball_control               92538.085643               0.00000
#> movement_acceleration                0.000000            -378.69966
#> movement_sprint_speed                0.000000               0.00000
#> movement_agility                     0.000000               0.00000
#> movement_reactions                -679.080066            -378.72209
#> movement_balance                     0.000000               0.00000
#> power_shot_power                 -1056.174981               0.00000
#> power_jumping                        0.000000              68.39017
#> power_stamina                        0.000000               0.00000
#> power_strength                       0.000000               0.00000
#> power_long_shots                     0.000000               0.00000
#> mentality_aggression                 0.000000               0.00000
#> mentality_interceptions              0.000000               0.00000
#> mentality_positioning                0.000000               0.00000
#> mentality_vision                    16.140888               0.00000
#> mentality_penalties             -11940.144590               0.00000
#> mentality_composure                  0.000000               0.00000
#> defending_marking                    0.000000               0.00000
#> defending_standing_tackle           -5.470074               0.00000
#> defending_sliding_tackle             0.000000               0.00000
#> goalkeeping_diving                   0.000000               0.00000
#> goalkeeping_handling                 0.000000               0.00000
#> goalkeeping_kicking                 88.702015               0.00000
#> goalkeeping_positioning           -388.316814               0.00000
#> goalkeeping_reflexes                 0.000000               0.00000
#>                            movement_sprint_speed movement_agility
#> age                                   398.668590       -559.95354
#> height_cm                              -3.313543          0.00000
#> weight_kg                              61.609490          0.00000
#> overall                              1133.708089       1032.73977
#> potential                             508.308940        -31.32831
#> international_reputation              132.140658          0.00000
#> weak_foot                               0.000000          0.00000
#> skill_moves                          -231.888450          0.00000
#> pace                                    0.000000          0.00000
#> shooting                               -3.531588          0.00000
#> passing                                 0.000000          0.00000
#> dribbling                             379.699869          0.00000
#> defending                              68.435897       1081.38473
#> physic                                  0.000000          0.00000
#> gk_diving                               0.000000          0.00000
#> gk_handling                             0.000000          0.00000
#> gk_kicking                              0.000000          0.00000
#> gk_reflexes                             0.000000          0.00000
#> gk_speed                                0.000000          0.00000
#> gk_positioning                          0.000000          0.00000
#> attacking_crossing                      0.000000          0.00000
#> attacking_finishing                     0.000000          0.00000
#> attacking_heading_accuracy              0.000000          0.00000
#> attacking_short_passing                 0.000000       1064.06808
#> attacking_volleys                       0.000000          0.00000
#> skill_dribbling                         0.000000          0.00000
#> skill_curve                             0.000000          0.00000
#> skill_fk_accuracy                       0.000000          0.00000
#> skill_long_passing                      0.000000          0.00000
#> skill_ball_control                      0.000000          0.00000
#> movement_acceleration                   0.000000          0.00000
#> movement_sprint_speed               -2823.677877          0.00000
#> movement_agility                        0.000000      -4089.07296
#> movement_reactions                   -241.702178          0.00000
#> movement_balance                        0.000000          0.00000
#> power_shot_power                        0.000000          0.00000
#> power_jumping                         -41.830603          0.00000
#> power_stamina                         101.887445          0.00000
#> power_strength                          0.000000          0.00000
#> power_long_shots                        0.000000          0.00000
#> mentality_aggression                    0.000000          0.00000
#> mentality_interceptions                 0.000000          0.00000
#> mentality_positioning                   0.000000          0.00000
#> mentality_vision                        0.000000          0.00000
#> mentality_penalties                    28.162655          0.00000
#> mentality_composure                   -34.450427          0.00000
#> defending_marking                       0.000000          0.00000
#> defending_standing_tackle               0.000000          0.00000
#> defending_sliding_tackle               -8.475685          0.00000
#> goalkeeping_diving                      0.000000          0.00000
#> goalkeeping_handling                    0.000000          0.00000
#> goalkeeping_kicking                     0.000000          0.00000
#> goalkeeping_positioning                 0.000000          0.00000
#> goalkeeping_reflexes                    0.000000          0.00000
#>                            movement_reactions movement_balance power_shot_power
#> age                              1.060752e+05        -144.2434     -53372.11801
#> height_cm                        6.747378e+01           0.0000          0.00000
#> weight_kg                        7.191038e+01           0.0000          0.00000
#> overall                          2.124069e+06         357.1154     747777.26523
#> potential                        5.761140e+05         357.1154     164517.69119
#> international_reputation         4.351063e+02           0.0000          0.00000
#> weak_foot                        0.000000e+00           0.0000          0.00000
#> skill_moves                      1.735003e+04           0.0000          0.00000
#> pace                             0.000000e+00           0.0000          0.00000
#> shooting                        -3.640886e+00           0.0000          0.00000
#> passing                          0.000000e+00           0.0000          0.00000
#> dribbling                        1.103024e+03           0.0000          0.00000
#> defending                        3.065084e+01           0.0000       -407.95590
#> physic                          -9.825073e+04           0.0000          0.00000
#> gk_diving                        0.000000e+00           0.0000          0.00000
#> gk_handling                      0.000000e+00           0.0000          0.00000
#> gk_kicking                       0.000000e+00           0.0000          0.00000
#> gk_reflexes                     -1.748982e+01           0.0000          0.00000
#> gk_speed                         0.000000e+00           0.0000        -39.52484
#> gk_positioning                   0.000000e+00           0.0000          0.00000
#> attacking_crossing              -1.542245e+01           0.0000          0.00000
#> attacking_finishing             -1.228252e+03         357.1154          0.00000
#> attacking_heading_accuracy       0.000000e+00           0.0000          0.00000
#> attacking_short_passing          0.000000e+00           0.0000          0.00000
#> attacking_volleys                1.086519e+05           0.0000          0.00000
#> skill_dribbling                  0.000000e+00           0.0000          0.00000
#> skill_curve                      5.332714e+01           0.0000          0.00000
#> skill_fk_accuracy                2.010340e+03           0.0000          0.00000
#> skill_long_passing               0.000000e+00           0.0000          0.00000
#> skill_ball_control              -6.790801e+02           0.0000      -1056.17498
#> movement_acceleration           -3.787221e+02           0.0000          0.00000
#> movement_sprint_speed           -2.417022e+02           0.0000          0.00000
#> movement_agility                 0.000000e+00           0.0000          0.00000
#> movement_reactions              -4.268554e+05           0.0000          0.00000
#> movement_balance                 0.000000e+00       -1845.9869          0.00000
#> power_shot_power                 0.000000e+00           0.0000     -69898.51052
#> power_jumping                    0.000000e+00           0.0000          0.00000
#> power_stamina                    0.000000e+00           0.0000          0.00000
#> power_strength                   0.000000e+00           0.0000          0.00000
#> power_long_shots                 0.000000e+00           0.0000          0.00000
#> mentality_aggression             0.000000e+00           0.0000          0.00000
#> mentality_interceptions          0.000000e+00           0.0000          0.00000
#> mentality_positioning            9.398045e+02           0.0000          0.00000
#> mentality_vision                -2.356536e+01           0.0000          0.00000
#> mentality_penalties              3.294792e+04           0.0000          0.00000
#> mentality_composure              0.000000e+00           0.0000          0.00000
#> defending_marking                0.000000e+00           0.0000          0.00000
#> defending_standing_tackle        0.000000e+00           0.0000          0.00000
#> defending_sliding_tackle         3.527361e+02           0.0000          0.00000
#> goalkeeping_diving               0.000000e+00           0.0000          0.00000
#> goalkeeping_handling             0.000000e+00           0.0000          0.00000
#> goalkeeping_kicking              2.576157e+02         357.1154          0.00000
#> goalkeeping_positioning          8.743887e+01           0.0000          0.00000
#> goalkeeping_reflexes             0.000000e+00           0.0000          0.00000
#>                            power_jumping power_stamina power_strength
#> age                           -85.865026  -162.4836222       0.000000
#> height_cm                       4.254807    -3.3135431       0.000000
#> weight_kg                       0.000000     0.0000000       0.000000
#> overall                      1408.683105  -220.9348502     262.378906
#> potential                     485.498618   -71.9641893    -356.184673
#> international_reputation        0.000000     0.0000000       0.000000
#> weak_foot                       0.000000     0.0000000       0.000000
#> skill_moves                     0.000000     9.8137280       0.000000
#> pace                            0.000000     0.0000000       0.000000
#> shooting                        0.000000     0.0000000       0.000000
#> passing                        21.845228     0.0000000       0.000000
#> dribbling                       0.000000     0.0000000     342.775015
#> defending                     835.993058   -30.2027873       5.419165
#> physic                          0.000000     0.0000000       0.000000
#> gk_diving                       0.000000     0.0000000      16.004515
#> gk_handling                     0.000000     0.0000000       0.000000
#> gk_kicking                      0.000000     0.0000000       0.000000
#> gk_reflexes                     0.000000     0.0000000       0.000000
#> gk_speed                        0.000000     0.0000000       0.000000
#> gk_positioning                  2.828653     0.0000000       0.000000
#> attacking_crossing              0.000000   -36.8482238       0.000000
#> attacking_finishing          -319.108212    17.3862202       0.000000
#> attacking_heading_accuracy      0.000000     0.0000000       0.000000
#> attacking_short_passing         0.000000     0.0000000       0.000000
#> attacking_volleys               0.000000     0.0000000     342.775015
#> skill_dribbling                 0.000000     0.0000000       0.000000
#> skill_curve                     0.000000     0.0000000       0.000000
#> skill_fk_accuracy               0.000000     0.0000000       0.000000
#> skill_long_passing              0.000000     0.0000000       0.000000
#> skill_ball_control              0.000000     0.0000000       0.000000
#> movement_acceleration          68.390165     0.0000000       0.000000
#> movement_sprint_speed         -41.830603   101.8874450       0.000000
#> movement_agility                0.000000     0.0000000       0.000000
#> movement_reactions              0.000000     0.0000000       0.000000
#> movement_balance                0.000000     0.0000000       0.000000
#> power_shot_power                0.000000     0.0000000       0.000000
#> power_jumping               -3360.252341    52.4122569       0.000000
#> power_stamina                  52.412257   598.7963362       0.000000
#> power_strength                  0.000000     0.0000000   -1057.797533
#> power_long_shots                0.000000     0.0000000       0.000000
#> mentality_aggression            0.000000     0.0000000       0.000000
#> mentality_interceptions         0.000000     0.0000000       0.000000
#> mentality_positioning           0.000000    17.1496534      21.559733
#> mentality_vision              -38.975729     0.0000000       0.000000
#> mentality_penalties             0.000000     0.0000000       0.000000
#> mentality_composure             0.000000     0.0000000       0.000000
#> defending_marking               0.000000     1.7658753       0.000000
#> defending_standing_tackle       0.000000     0.0000000       0.000000
#> defending_sliding_tackle        0.000000     0.6757366       0.000000
#> goalkeeping_diving              0.000000     0.0000000       0.000000
#> goalkeeping_handling            0.000000     0.0000000       0.000000
#> goalkeeping_kicking             0.000000     0.0000000       0.000000
#> goalkeeping_positioning         0.000000     0.0000000       0.000000
#> goalkeeping_reflexes            0.000000     0.0000000       0.000000
#>                            power_long_shots mentality_aggression
#> age                               2372.5200            213.44444
#> height_cm                            0.0000            270.47581
#> weight_kg                            0.0000              0.00000
#> overall                          15486.0011            131.28736
#> potential                       -18528.4570             11.20076
#> international_reputation           681.0559              0.00000
#> weak_foot                            0.0000              0.00000
#> skill_moves                          0.0000              0.00000
#> pace                                 0.0000              0.00000
#> shooting                             0.0000              0.00000
#> passing                              0.0000              0.00000
#> dribbling                            0.0000              0.00000
#> defending                         -462.4464              0.00000
#> physic                               0.0000              0.00000
#> gk_diving                            0.0000              0.00000
#> gk_handling                          0.0000              0.00000
#> gk_kicking                           0.0000              0.00000
#> gk_reflexes                          0.0000              0.00000
#> gk_speed                             0.0000              0.00000
#> gk_positioning                       0.0000              0.00000
#> attacking_crossing                   0.0000              0.00000
#> attacking_finishing                  0.0000              0.00000
#> attacking_heading_accuracy           0.0000              0.00000
#> attacking_short_passing              0.0000              0.00000
#> attacking_volleys                    0.0000              0.00000
#> skill_dribbling                      0.0000              0.00000
#> skill_curve                          0.0000              0.00000
#> skill_fk_accuracy                    0.0000              0.00000
#> skill_long_passing                   0.0000              0.00000
#> skill_ball_control                   0.0000              0.00000
#> movement_acceleration                0.0000              0.00000
#> movement_sprint_speed                0.0000              0.00000
#> movement_agility                     0.0000              0.00000
#> movement_reactions                   0.0000              0.00000
#> movement_balance                     0.0000              0.00000
#> power_shot_power                     0.0000              0.00000
#> power_jumping                        0.0000              0.00000
#> power_stamina                        0.0000              0.00000
#> power_strength                       0.0000              0.00000
#> power_long_shots                 14688.7866              0.00000
#> mentality_aggression                 0.0000          -1406.09544
#> mentality_interceptions              0.0000            162.74095
#> mentality_positioning                0.0000             58.95046
#> mentality_vision                  -272.9278              0.00000
#> mentality_penalties                  0.0000              0.00000
#> mentality_composure                  0.0000              0.00000
#> defending_marking                    0.0000              0.00000
#> defending_standing_tackle            0.0000              0.00000
#> defending_sliding_tackle             0.0000            253.63794
#> goalkeeping_diving                   0.0000              0.00000
#> goalkeeping_handling                 0.0000              0.00000
#> goalkeeping_kicking                  0.0000              0.00000
#> goalkeeping_positioning              0.0000              0.00000
#> goalkeeping_reflexes                 0.0000              0.00000
#>                            mentality_interceptions mentality_positioning
#> age                                  -5022.8590545            -827.75618
#> height_cm                                0.0000000               0.00000
#> weight_kg                                0.0000000               0.00000
#> overall                              10374.7197127           -7992.32073
#> potential                            -5185.6000076           -1659.95719
#> international_reputation                 0.0000000            -139.36954
#> weak_foot                                0.0000000               0.00000
#> skill_moves                              0.0000000               0.00000
#> pace                                     0.0000000               0.00000
#> shooting                                -6.7494527            1377.79902
#> passing                                  0.0000000             564.28126
#> dribbling                                0.0000000               0.00000
#> defending                                0.0000000            -161.66842
#> physic                                   0.0000000             219.60085
#> gk_diving                                0.0000000               0.00000
#> gk_handling                              0.0000000               0.00000
#> gk_kicking                               0.0000000               0.00000
#> gk_reflexes                              0.0000000               0.00000
#> gk_speed                                 0.0000000               0.00000
#> gk_positioning                           0.0000000               0.00000
#> attacking_crossing                       0.0000000               0.00000
#> attacking_finishing                      0.0000000               0.00000
#> attacking_heading_accuracy               0.0000000               0.00000
#> attacking_short_passing                  0.0000000               0.00000
#> attacking_volleys                        0.0000000               0.00000
#> skill_dribbling                          0.0000000               0.00000
#> skill_curve                              0.0000000               0.00000
#> skill_fk_accuracy                        0.0000000               0.00000
#> skill_long_passing                       0.0000000               0.00000
#> skill_ball_control                       0.0000000               0.00000
#> movement_acceleration                    0.0000000               0.00000
#> movement_sprint_speed                    0.0000000               0.00000
#> movement_agility                         0.0000000               0.00000
#> movement_reactions                       0.0000000             939.80450
#> movement_balance                         0.0000000               0.00000
#> power_shot_power                         0.0000000               0.00000
#> power_jumping                            0.0000000               0.00000
#> power_stamina                            0.0000000              17.14965
#> power_strength                           0.0000000              21.55973
#> power_long_shots                         0.0000000               0.00000
#> mentality_aggression                   162.7409531              58.95046
#> mentality_interceptions               4472.7270332               0.00000
#> mentality_positioning                    0.0000000           16382.91132
#> mentality_vision                         0.0000000               0.00000
#> mentality_penalties                      0.0000000               0.00000
#> mentality_composure                      0.0000000               0.00000
#> defending_marking                        0.0000000               0.00000
#> defending_standing_tackle                0.0000000               0.00000
#> defending_sliding_tackle               157.4139640            -330.05726
#> goalkeeping_diving                       0.5304885               0.00000
#> goalkeeping_handling                     0.0000000               0.00000
#> goalkeeping_kicking                      0.0000000               0.00000
#> goalkeeping_positioning                  0.0000000               0.00000
#> goalkeeping_reflexes                     0.0000000               0.00000
#>                            mentality_vision mentality_penalties
#> age                            1.600248e+03       -1.184928e+04
#> height_cm                      0.000000e+00       -5.326589e+01
#> weight_kg                      0.000000e+00        4.383728e+03
#> overall                        1.085522e+04       -3.574690e+04
#> potential                      2.743575e+03       -1.141513e+04
#> international_reputation       0.000000e+00        0.000000e+00
#> weak_foot                      0.000000e+00        0.000000e+00
#> skill_moves                    0.000000e+00       -2.116788e+03
#> pace                           1.504206e+02        0.000000e+00
#> shooting                       3.885138e+03        0.000000e+00
#> passing                        5.460829e+02        0.000000e+00
#> dribbling                      0.000000e+00        0.000000e+00
#> defending                      0.000000e+00        2.600985e+01
#> physic                         7.323978e+02        3.449518e+04
#> gk_diving                      0.000000e+00        0.000000e+00
#> gk_handling                    0.000000e+00        0.000000e+00
#> gk_kicking                     0.000000e+00        0.000000e+00
#> gk_reflexes                    0.000000e+00        0.000000e+00
#> gk_speed                       0.000000e+00        0.000000e+00
#> gk_positioning                -3.389525e+02        0.000000e+00
#> attacking_crossing             0.000000e+00       -2.054590e+01
#> attacking_finishing           -2.356536e+01        0.000000e+00
#> attacking_heading_accuracy     0.000000e+00        0.000000e+00
#> attacking_short_passing        0.000000e+00        0.000000e+00
#> attacking_volleys              0.000000e+00        7.114003e+02
#> skill_dribbling                0.000000e+00        0.000000e+00
#> skill_curve                    0.000000e+00       -1.357516e+03
#> skill_fk_accuracy              0.000000e+00        0.000000e+00
#> skill_long_passing             4.307971e+03        0.000000e+00
#> skill_ball_control             1.614089e+01       -1.194014e+04
#> movement_acceleration          0.000000e+00        0.000000e+00
#> movement_sprint_speed          0.000000e+00        2.816266e+01
#> movement_agility               0.000000e+00        0.000000e+00
#> movement_reactions            -2.356536e+01        3.294792e+04
#> movement_balance               0.000000e+00        0.000000e+00
#> power_shot_power               0.000000e+00        0.000000e+00
#> power_jumping                 -3.897573e+01        0.000000e+00
#> power_stamina                  0.000000e+00        0.000000e+00
#> power_strength                 0.000000e+00        0.000000e+00
#> power_long_shots              -2.729278e+02        0.000000e+00
#> mentality_aggression           0.000000e+00        0.000000e+00
#> mentality_interceptions        0.000000e+00        0.000000e+00
#> mentality_positioning          0.000000e+00        0.000000e+00
#> mentality_vision              -3.845584e+04        0.000000e+00
#> mentality_penalties            0.000000e+00       -1.523485e+04
#> mentality_composure            0.000000e+00        0.000000e+00
#> defending_marking              0.000000e+00        7.859241e-01
#> defending_standing_tackle      1.666946e-01        0.000000e+00
#> defending_sliding_tackle      -4.880693e+02        0.000000e+00
#> goalkeeping_diving             0.000000e+00        5.288035e+01
#> goalkeeping_handling           0.000000e+00        0.000000e+00
#> goalkeeping_kicking            0.000000e+00        0.000000e+00
#> goalkeeping_positioning        0.000000e+00       -2.914122e+02
#> goalkeeping_reflexes           0.000000e+00        0.000000e+00
#>                            mentality_composure defending_marking
#> age                                  41.899506        43.8527930
#> height_cm                             1.783642         0.0000000
#> weight_kg                             0.000000       -13.7951689
#> overall                            -216.533207      -818.6941957
#> potential                          -182.241433      -409.8251037
#> international_reputation             29.401658         0.0000000
#> weak_foot                             0.000000         0.0000000
#> skill_moves                           0.000000         0.0000000
#> pace                                  0.000000         0.0000000
#> shooting                              0.000000       -19.6805374
#> passing                               0.000000         0.0000000
#> dribbling                             0.000000         0.0000000
#> defending                             0.000000        -7.3082164
#> physic                                0.000000         0.0000000
#> gk_diving                             0.000000         0.0000000
#> gk_handling                           0.000000         0.0000000
#> gk_kicking                            0.000000         0.0000000
#> gk_reflexes                           0.000000         0.0000000
#> gk_speed                              0.000000       -30.8287908
#> gk_positioning                        0.000000         0.0000000
#> attacking_crossing                    0.000000         0.0000000
#> attacking_finishing                   1.094017         0.0000000
#> attacking_heading_accuracy            0.000000         0.0000000
#> attacking_short_passing               0.000000         0.0000000
#> attacking_volleys                     0.000000         0.0000000
#> skill_dribbling                       0.000000         0.0000000
#> skill_curve                           0.000000         0.0000000
#> skill_fk_accuracy                     0.000000         0.0000000
#> skill_long_passing                    0.000000         0.0000000
#> skill_ball_control                    0.000000         0.0000000
#> movement_acceleration                 0.000000         0.0000000
#> movement_sprint_speed               -34.450427         0.0000000
#> movement_agility                      0.000000         0.0000000
#> movement_reactions                    0.000000         0.0000000
#> movement_balance                      0.000000         0.0000000
#> power_shot_power                      0.000000         0.0000000
#> power_jumping                         0.000000         0.0000000
#> power_stamina                         0.000000         1.7658753
#> power_strength                        0.000000         0.0000000
#> power_long_shots                      0.000000         0.0000000
#> mentality_aggression                  0.000000         0.0000000
#> mentality_interceptions               0.000000         0.0000000
#> mentality_positioning                 0.000000         0.0000000
#> mentality_vision                      0.000000         0.0000000
#> mentality_penalties                   0.000000         0.7859241
#> mentality_composure                 625.554879         0.0000000
#> defending_marking                     0.000000      2109.4461350
#> defending_standing_tackle             0.000000         0.0000000
#> defending_sliding_tackle              7.129973        91.5932103
#> goalkeeping_diving                    0.000000         0.0000000
#> goalkeeping_handling                  0.000000         0.0000000
#> goalkeeping_kicking                   0.000000         0.2916763
#> goalkeeping_positioning               0.000000         0.0000000
#> goalkeeping_reflexes                  0.000000         0.0000000
#>                            defending_standing_tackle defending_sliding_tackle
#> age                                     -427.3358528             -349.2153432
#> height_cm                                  0.0000000             -104.7003124
#> weight_kg                                  0.0000000                0.0000000
#> overall                                 3460.9646708             -555.0407454
#> potential                               -673.8972491             -976.4862561
#> international_reputation                   0.0000000                1.3822573
#> weak_foot                                  9.1866595                0.0000000
#> skill_moves                                0.0000000                0.0000000
#> pace                                       0.0000000               -1.0806752
#> shooting                                   0.0000000                0.0000000
#> passing                                    0.0000000              564.2812625
#> dribbling                                  0.0000000                0.0000000
#> defending                               2935.2045398                0.0000000
#> physic                                     0.0000000                0.0000000
#> gk_diving                                  0.0000000                0.0000000
#> gk_handling                                0.0000000                0.0000000
#> gk_kicking                                -6.3700326                0.0000000
#> gk_reflexes                                0.0000000                0.0000000
#> gk_speed                                   0.0000000                0.0000000
#> gk_positioning                             0.0000000                0.0000000
#> attacking_crossing                         0.0000000               -1.5701485
#> attacking_finishing                        0.0000000              113.6856238
#> attacking_heading_accuracy                 0.0000000                0.0000000
#> attacking_short_passing                -2064.7241857               24.3244978
#> attacking_volleys                          0.0000000                0.0000000
#> skill_dribbling                            0.0000000                0.0000000
#> skill_curve                                0.0000000                0.0000000
#> skill_fk_accuracy                          0.0000000               65.4613098
#> skill_long_passing                         0.0000000                0.0000000
#> skill_ball_control                        -5.4700741                0.0000000
#> movement_acceleration                      0.0000000                0.0000000
#> movement_sprint_speed                      0.0000000               -8.4756846
#> movement_agility                           0.0000000                0.0000000
#> movement_reactions                         0.0000000              352.7361190
#> movement_balance                           0.0000000                0.0000000
#> power_shot_power                           0.0000000                0.0000000
#> power_jumping                              0.0000000                0.0000000
#> power_stamina                              0.0000000                0.6757366
#> power_strength                             0.0000000                0.0000000
#> power_long_shots                           0.0000000                0.0000000
#> mentality_aggression                       0.0000000              253.6379358
#> mentality_interceptions                    0.0000000              157.4139640
#> mentality_positioning                      0.0000000             -330.0572649
#> mentality_vision                           0.1666946             -488.0692502
#> mentality_penalties                        0.0000000                0.0000000
#> mentality_composure                        0.0000000                7.1299728
#> defending_marking                          0.0000000               91.5932103
#> defending_standing_tackle              -7105.4136055                0.0000000
#> defending_sliding_tackle                   0.0000000             2796.1879461
#> goalkeeping_diving                         0.0000000              -10.0523944
#> goalkeeping_handling                       0.0000000                0.0000000
#> goalkeeping_kicking                      -38.2981999                0.0000000
#> goalkeeping_positioning                    0.0000000                0.0000000
#> goalkeeping_reflexes                       0.0000000                0.0000000
#>                            goalkeeping_diving goalkeeping_handling
#> age                               371.3573682            35.448891
#> height_cm                           0.0000000             0.000000
#> weight_kg                           0.0000000             0.000000
#> overall                          -841.3907576         -2407.352306
#> potential                        -394.3353643           563.504135
#> international_reputation            0.0000000             0.000000
#> weak_foot                           0.0000000             0.000000
#> skill_moves                         0.0000000             0.000000
#> pace                                0.0000000             0.000000
#> shooting                            0.0000000             0.000000
#> passing                             0.0000000             0.000000
#> dribbling                           0.0000000             0.000000
#> defending                        -178.6885688          -112.611953
#> physic                              0.0000000             9.718996
#> gk_diving                           0.0000000             0.000000
#> gk_handling                         0.0000000             0.000000
#> gk_kicking                          0.0000000             0.000000
#> gk_reflexes                         0.0000000             0.000000
#> gk_speed                            0.0000000             0.000000
#> gk_positioning                      0.0000000             0.000000
#> attacking_crossing                 49.6493637             0.000000
#> attacking_finishing                 0.0000000             0.000000
#> attacking_heading_accuracy          0.0000000           -22.189299
#> attacking_short_passing             3.8006945          1006.998579
#> attacking_volleys                   0.0000000             0.000000
#> skill_dribbling                     0.0000000             0.000000
#> skill_curve                      -207.0559964             0.000000
#> skill_fk_accuracy                   0.0000000             0.000000
#> skill_long_passing                  0.0000000             0.000000
#> skill_ball_control                  0.0000000             0.000000
#> movement_acceleration               0.0000000             0.000000
#> movement_sprint_speed               0.0000000             0.000000
#> movement_agility                    0.0000000             0.000000
#> movement_reactions                  0.0000000             0.000000
#> movement_balance                    0.0000000             0.000000
#> power_shot_power                    0.0000000             0.000000
#> power_jumping                       0.0000000             0.000000
#> power_stamina                       0.0000000             0.000000
#> power_strength                      0.0000000             0.000000
#> power_long_shots                    0.0000000             0.000000
#> mentality_aggression                0.0000000             0.000000
#> mentality_interceptions             0.5304885             0.000000
#> mentality_positioning               0.0000000             0.000000
#> mentality_vision                    0.0000000             0.000000
#> mentality_penalties                52.8803473             0.000000
#> mentality_composure                 0.0000000             0.000000
#> defending_marking                   0.0000000             0.000000
#> defending_standing_tackle           0.0000000             0.000000
#> defending_sliding_tackle          -10.0523944             0.000000
#> goalkeeping_diving               2195.8103721             0.000000
#> goalkeeping_handling                0.0000000          2710.485251
#> goalkeeping_kicking                 0.0000000             0.000000
#> goalkeeping_positioning             0.0000000             0.000000
#> goalkeeping_reflexes                0.0000000             0.000000
#>                            goalkeeping_kicking goalkeeping_positioning
#> age                                 82.9158520              -45.037810
#> height_cm                            0.0000000                0.000000
#> weight_kg                            0.0000000             -388.316814
#> overall                          -2767.1617997             1472.536613
#> potential                          584.4834520             -635.551479
#> international_reputation           -15.6794594                0.000000
#> weak_foot                            0.0000000                0.000000
#> skill_moves                          0.0000000                0.000000
#> pace                                 0.0000000                0.000000
#> shooting                             0.0000000              -28.516893
#> passing                              0.0000000                0.000000
#> dribbling                            0.0000000                0.000000
#> defending                         -109.3858051              -37.913398
#> physic                               0.0000000                7.449692
#> gk_diving                            0.0000000                0.000000
#> gk_handling                          0.0000000               12.961298
#> gk_kicking                         805.6511389                0.000000
#> gk_reflexes                          0.2095899                0.000000
#> gk_speed                             0.0000000                0.000000
#> gk_positioning                       0.0000000                0.000000
#> attacking_crossing                   0.0000000                0.000000
#> attacking_finishing               -219.4173876                0.000000
#> attacking_heading_accuracy           0.0000000                0.000000
#> attacking_short_passing              0.0000000                0.000000
#> attacking_volleys                    0.0000000                0.000000
#> skill_dribbling                      0.0000000                0.000000
#> skill_curve                          0.0000000                0.000000
#> skill_fk_accuracy                    0.0000000                0.000000
#> skill_long_passing                   0.5733595                0.000000
#> skill_ball_control                  88.7020152             -388.316814
#> movement_acceleration                0.0000000                0.000000
#> movement_sprint_speed                0.0000000                0.000000
#> movement_agility                     0.0000000                0.000000
#> movement_reactions                 257.6156629               87.438872
#> movement_balance                   357.1154456                0.000000
#> power_shot_power                     0.0000000                0.000000
#> power_jumping                        0.0000000                0.000000
#> power_stamina                        0.0000000                0.000000
#> power_strength                       0.0000000                0.000000
#> power_long_shots                     0.0000000                0.000000
#> mentality_aggression                 0.0000000                0.000000
#> mentality_interceptions              0.0000000                0.000000
#> mentality_positioning                0.0000000                0.000000
#> mentality_vision                     0.0000000                0.000000
#> mentality_penalties                  0.0000000             -291.412163
#> mentality_composure                  0.0000000                0.000000
#> defending_marking                    0.2916763                0.000000
#> defending_standing_tackle          -38.2981999                0.000000
#> defending_sliding_tackle             0.0000000                0.000000
#> goalkeeping_diving                   0.0000000                0.000000
#> goalkeeping_handling                 0.0000000                0.000000
#> goalkeeping_kicking               3103.0061100                0.000000
#> goalkeeping_positioning              0.0000000              754.766481
#> goalkeeping_reflexes                 0.0000000                0.000000
#>                            goalkeeping_reflexes
#> age                                           0
#> height_cm                                     0
#> weight_kg                                     0
#> overall                                       0
#> potential                                     0
#> international_reputation                      0
#> weak_foot                                     0
#> skill_moves                                   0
#> pace                                          0
#> shooting                                      0
#> passing                                       0
#> dribbling                                     0
#> defending                                     0
#> physic                                        0
#> gk_diving                                     0
#> gk_handling                                   0
#> gk_kicking                                    0
#> gk_reflexes                                   0
#> gk_speed                                      0
#> gk_positioning                                0
#> attacking_crossing                            0
#> attacking_finishing                           0
#> attacking_heading_accuracy                    0
#> attacking_short_passing                       0
#> attacking_volleys                             0
#> skill_dribbling                               0
#> skill_curve                                   0
#> skill_fk_accuracy                             0
#> skill_long_passing                            0
#> skill_ball_control                            0
#> movement_acceleration                         0
#> movement_sprint_speed                         0
#> movement_agility                              0
#> movement_reactions                            0
#> movement_balance                              0
#> power_shot_power                              0
#> power_jumping                                 0
#> power_stamina                                 0
#> power_strength                                0
#> power_long_shots                              0
#> mentality_aggression                          0
#> mentality_interceptions                       0
#> mentality_positioning                         0
#> mentality_vision                              0
#> mentality_penalties                           0
#> mentality_composure                           0
#> defending_marking                             0
#> defending_standing_tackle                     0
#> defending_sliding_tackle                      0
#> goalkeeping_diving                            0
#> goalkeeping_handling                          0
#> goalkeeping_kicking                           0
#> goalkeeping_positioning                       0
#> goalkeeping_reflexes                          0
#> 
# }