practica_fifa_ml.ipynb

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   "source": [
    "# ALUMNO: GONZÁLEZ MARTÍN, JAVIER (43.468.115-R)\n",
    "# ASIGNATURA: INTELIGENCIA ARTIFICIAL (21722)\n",
    "# FECHA DE ENTREGA: 17 DE FEBRERO DE 2021\n",
    "# ENLACE A REPOSITORIO: https://github.com/mrgowlin/Fifa-Machine-Learning"
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "source": [
    "Para empezar la práctica, necesitamos importar las librerías que nos permitirán realizar el problema."
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "\n",
    "from sklearn.metrics import mean_squared_error, explained_variance_score, r2_score\n",
    "from sklearn.model_selection import train_test_split\n",
    "\n",
    "pd.set_option('display.max_columns', None) ## Muestra todas las columnas del dataset"
   ]
  },
  {
   "source": [
    "Cargamos el archivo que contiene los valores de nuestro dataset."
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "   Unnamed: 0      ID               Name  Age  \\\n",
       "0           0  158023           L. Messi   31   \n",
       "1           1   20801  Cristiano Ronaldo   33   \n",
       "2           2  190871          Neymar Jr   26   \n",
       "3           3  193080             De Gea   27   \n",
       "4           4  192985       K. De Bruyne   27   \n",
       "5           5  183277          E. Hazard   27   \n",
       "6           6  177003          L. Modrić   32   \n",
       "7           7  176580          L. Suárez   31   \n",
       "8           8  155862       Sergio Ramos   32   \n",
       "9           9  200389           J. Oblak   25   \n",
       "\n",
       "                                            Photo Nationality  \\\n",
       "0  https://cdn.sofifa.org/players/4/19/158023.png   Argentina   \n",
       "1   https://cdn.sofifa.org/players/4/19/20801.png    Portugal   \n",
       "2  https://cdn.sofifa.org/players/4/19/190871.png      Brazil   \n",
       "3  https://cdn.sofifa.org/players/4/19/193080.png       Spain   \n",
       "4  https://cdn.sofifa.org/players/4/19/192985.png     Belgium   \n",
       "5  https://cdn.sofifa.org/players/4/19/183277.png     Belgium   \n",
       "6  https://cdn.sofifa.org/players/4/19/177003.png     Croatia   \n",
       "7  https://cdn.sofifa.org/players/4/19/176580.png     Uruguay   \n",
       "8  https://cdn.sofifa.org/players/4/19/155862.png       Spain   \n",
       "9  https://cdn.sofifa.org/players/4/19/200389.png    Slovenia   \n",
       "\n",
       "                                  Flag  Overall  Potential  \\\n",
       "0  https://cdn.sofifa.org/flags/52.png       94         94   \n",
       "1  https://cdn.sofifa.org/flags/38.png       94         94   \n",
       "2  https://cdn.sofifa.org/flags/54.png       92         93   \n",
       "3  https://cdn.sofifa.org/flags/45.png       91         93   \n",
       "4   https://cdn.sofifa.org/flags/7.png       91         92   \n",
       "5   https://cdn.sofifa.org/flags/7.png       91         91   \n",
       "6  https://cdn.sofifa.org/flags/10.png       91         91   \n",
       "7  https://cdn.sofifa.org/flags/60.png       91         91   \n",
       "8  https://cdn.sofifa.org/flags/45.png       91         91   \n",
       "9  https://cdn.sofifa.org/flags/44.png       90         93   \n",
       "\n",
       "                  Club                                     Club Logo    Value  \\\n",
       "0         FC Barcelona  https://cdn.sofifa.org/teams/2/light/241.png  €110.5M   \n",
       "1             Juventus   https://cdn.sofifa.org/teams/2/light/45.png     €77M   \n",
       "2  Paris Saint-Germain   https://cdn.sofifa.org/teams/2/light/73.png  €118.5M   \n",
       "3    Manchester United   https://cdn.sofifa.org/teams/2/light/11.png     €72M   \n",
       "4      Manchester City   https://cdn.sofifa.org/teams/2/light/10.png    €102M   \n",
       "5              Chelsea    https://cdn.sofifa.org/teams/2/light/5.png     €93M   \n",
       "6          Real Madrid  https://cdn.sofifa.org/teams/2/light/243.png     €67M   \n",
       "7         FC Barcelona  https://cdn.sofifa.org/teams/2/light/241.png     €80M   \n",
       "8          Real Madrid  https://cdn.sofifa.org/teams/2/light/243.png     €51M   \n",
       "9      Atlético Madrid  https://cdn.sofifa.org/teams/2/light/240.png     €68M   \n",
       "\n",
       "    Wage  Special Preferred Foot  International Reputation  Weak Foot  \\\n",
       "0  €565K     2202           Left                       5.0        4.0   \n",
       "1  €405K     2228          Right                       5.0        4.0   \n",
       "2  €290K     2143          Right                       5.0        5.0   \n",
       "3  €260K     1471          Right                       4.0        3.0   \n",
       "4  €355K     2281          Right                       4.0        5.0   \n",
       "5  €340K     2142          Right                       4.0        4.0   \n",
       "6  €420K     2280          Right                       4.0        4.0   \n",
       "7  €455K     2346          Right                       5.0        4.0   \n",
       "8  €380K     2201          Right                       4.0        3.0   \n",
       "9   €94K     1331          Right                       3.0        3.0   \n",
       "\n",
       "   Skill Moves       Work Rate   Body Type Real Face Position  Jersey Number  \\\n",
       "0          4.0  Medium/ Medium       Messi       Yes       RF           10.0   \n",
       "1          5.0       High/ Low  C. Ronaldo       Yes       ST            7.0   \n",
       "2          5.0    High/ Medium      Neymar       Yes       LW           10.0   \n",
       "3          1.0  Medium/ Medium        Lean       Yes       GK            1.0   \n",
       "4          4.0      High/ High      Normal       Yes      RCM            7.0   \n",
       "5          4.0    High/ Medium      Normal       Yes       LF           10.0   \n",
       "6          4.0      High/ High        Lean       Yes      RCM           10.0   \n",
       "7          3.0    High/ Medium      Normal       Yes       RS            9.0   \n",
       "8          3.0    High/ Medium      Normal       Yes      RCB           15.0   \n",
       "9          1.0  Medium/ Medium      Normal       Yes       GK            1.0   \n",
       "\n",
       "         Joined Loaned From Contract Valid Until Height  Weight    LS    ST  \\\n",
       "0   Jul 1, 2004         NaN                 2021    5'7  159lbs  88+2  88+2   \n",
       "1  Jul 10, 2018         NaN                 2022    6'2  183lbs  91+3  91+3   \n",
       "2   Aug 3, 2017         NaN                 2022    5'9  150lbs  84+3  84+3   \n",
       "3   Jul 1, 2011         NaN                 2020    6'4  168lbs   NaN   NaN   \n",
       "4  Aug 30, 2015         NaN                 2023   5'11  154lbs  82+3  82+3   \n",
       "5   Jul 1, 2012         NaN                 2020    5'8  163lbs  83+3  83+3   \n",
       "6   Aug 1, 2012         NaN                 2020    5'8  146lbs  77+3  77+3   \n",
       "7  Jul 11, 2014         NaN                 2021    6'0  190lbs  87+5  87+5   \n",
       "8   Aug 1, 2005         NaN                 2020    6'0  181lbs  73+3  73+3   \n",
       "9  Jul 16, 2014         NaN                 2021    6'2  192lbs   NaN   NaN   \n",
       "\n",
       "     RS    LW    LF    CF    RF    RW   LAM   CAM   RAM    LM   LCM    CM  \\\n",
       "0  88+2  92+2  93+2  93+2  93+2  92+2  93+2  93+2  93+2  91+2  84+2  84+2   \n",
       "1  91+3  89+3  90+3  90+3  90+3  89+3  88+3  88+3  88+3  88+3  81+3  81+3   \n",
       "2  84+3  89+3  89+3  89+3  89+3  89+3  89+3  89+3  89+3  88+3  81+3  81+3   \n",
       "3   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "4  82+3  87+3  87+3  87+3  87+3  87+3  88+3  88+3  88+3  88+3  87+3  87+3   \n",
       "5  83+3  89+3  88+3  88+3  88+3  89+3  89+3  89+3  89+3  89+3  82+3  82+3   \n",
       "6  77+3  85+3  84+3  84+3  84+3  85+3  87+3  87+3  87+3  86+3  88+3  88+3   \n",
       "7  87+5  86+5  87+5  87+5  87+5  86+5  85+5  85+5  85+5  84+5  79+5  79+5   \n",
       "8  73+3  70+3  71+3  71+3  71+3  70+3  71+3  71+3  71+3  72+3  75+3  75+3   \n",
       "9   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "\n",
       "    RCM    RM   LWB   LDM   CDM   RDM   RWB    LB   LCB    CB   RCB    RB  \\\n",
       "0  84+2  91+2  64+2  61+2  61+2  61+2  64+2  59+2  47+2  47+2  47+2  59+2   \n",
       "1  81+3  88+3  65+3  61+3  61+3  61+3  65+3  61+3  53+3  53+3  53+3  61+3   \n",
       "2  81+3  88+3  65+3  60+3  60+3  60+3  65+3  60+3  47+3  47+3  47+3  60+3   \n",
       "3   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "4  87+3  88+3  77+3  77+3  77+3  77+3  77+3  73+3  66+3  66+3  66+3  73+3   \n",
       "5  82+3  89+3  66+3  63+3  63+3  63+3  66+3  60+3  49+3  49+3  49+3  60+3   \n",
       "6  88+3  86+3  82+3  81+3  81+3  81+3  82+3  79+3  71+3  71+3  71+3  79+3   \n",
       "7  79+5  84+5  69+5  68+5  68+5  68+5  69+5  66+5  63+5  63+5  63+5  66+5   \n",
       "8  75+3  72+3  81+3  84+3  84+3  84+3  81+3  84+3  87+3  87+3  87+3  84+3   \n",
       "9   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "\n",
       "   Crossing  Finishing  HeadingAccuracy  ShortPassing  Volleys  Dribbling  \\\n",
       "0      84.0       95.0             70.0          90.0     86.0       97.0   \n",
       "1      84.0       94.0             89.0          81.0     87.0       88.0   \n",
       "2      79.0       87.0             62.0          84.0     84.0       96.0   \n",
       "3      17.0       13.0             21.0          50.0     13.0       18.0   \n",
       "4      93.0       82.0             55.0          92.0     82.0       86.0   \n",
       "5      81.0       84.0             61.0          89.0     80.0       95.0   \n",
       "6      86.0       72.0             55.0          93.0     76.0       90.0   \n",
       "7      77.0       93.0             77.0          82.0     88.0       87.0   \n",
       "8      66.0       60.0             91.0          78.0     66.0       63.0   \n",
       "9      13.0       11.0             15.0          29.0     13.0       12.0   \n",
       "\n",
       "   Curve  FKAccuracy  LongPassing  BallControl  Acceleration  SprintSpeed  \\\n",
       "0   93.0        94.0         87.0         96.0          91.0         86.0   \n",
       "1   81.0        76.0         77.0         94.0          89.0         91.0   \n",
       "2   88.0        87.0         78.0         95.0          94.0         90.0   \n",
       "3   21.0        19.0         51.0         42.0          57.0         58.0   \n",
       "4   85.0        83.0         91.0         91.0          78.0         76.0   \n",
       "5   83.0        79.0         83.0         94.0          94.0         88.0   \n",
       "6   85.0        78.0         88.0         93.0          80.0         72.0   \n",
       "7   86.0        84.0         64.0         90.0          86.0         75.0   \n",
       "8   74.0        72.0         77.0         84.0          76.0         75.0   \n",
       "9   13.0        14.0         26.0         16.0          43.0         60.0   \n",
       "\n",
       "   Agility  Reactions  Balance  ShotPower  Jumping  Stamina  Strength  \\\n",
       "0     91.0       95.0     95.0       85.0     68.0     72.0      59.0   \n",
       "1     87.0       96.0     70.0       95.0     95.0     88.0      79.0   \n",
       "2     96.0       94.0     84.0       80.0     61.0     81.0      49.0   \n",
       "3     60.0       90.0     43.0       31.0     67.0     43.0      64.0   \n",
       "4     79.0       91.0     77.0       91.0     63.0     90.0      75.0   \n",
       "5     95.0       90.0     94.0       82.0     56.0     83.0      66.0   \n",
       "6     93.0       90.0     94.0       79.0     68.0     89.0      58.0   \n",
       "7     82.0       92.0     83.0       86.0     69.0     90.0      83.0   \n",
       "8     78.0       85.0     66.0       79.0     93.0     84.0      83.0   \n",
       "9     67.0       86.0     49.0       22.0     76.0     41.0      78.0   \n",
       "\n",
       "   LongShots  Aggression  Interceptions  Positioning  Vision  Penalties  \\\n",
       "0       94.0        48.0           22.0         94.0    94.0       75.0   \n",
       "1       93.0        63.0           29.0         95.0    82.0       85.0   \n",
       "2       82.0        56.0           36.0         89.0    87.0       81.0   \n",
       "3       12.0        38.0           30.0         12.0    68.0       40.0   \n",
       "4       91.0        76.0           61.0         87.0    94.0       79.0   \n",
       "5       80.0        54.0           41.0         87.0    89.0       86.0   \n",
       "6       82.0        62.0           83.0         79.0    92.0       82.0   \n",
       "7       85.0        87.0           41.0         92.0    84.0       85.0   \n",
       "8       59.0        88.0           90.0         60.0    63.0       75.0   \n",
       "9       12.0        34.0           19.0         11.0    70.0       11.0   \n",
       "\n",
       "   Composure  Marking  StandingTackle  SlidingTackle  GKDiving  GKHandling  \\\n",
       "0       96.0     33.0            28.0           26.0       6.0        11.0   \n",
       "1       95.0     28.0            31.0           23.0       7.0        11.0   \n",
       "2       94.0     27.0            24.0           33.0       9.0         9.0   \n",
       "3       68.0     15.0            21.0           13.0      90.0        85.0   \n",
       "4       88.0     68.0            58.0           51.0      15.0        13.0   \n",
       "5       91.0     34.0            27.0           22.0      11.0        12.0   \n",
       "6       84.0     60.0            76.0           73.0      13.0         9.0   \n",
       "7       85.0     62.0            45.0           38.0      27.0        25.0   \n",
       "8       82.0     87.0            92.0           91.0      11.0         8.0   \n",
       "9       70.0     27.0            12.0           18.0      86.0        92.0   \n",
       "\n",
       "   GKKicking  GKPositioning  GKReflexes Release Clause  \n",
       "0       15.0           14.0         8.0        €226.5M  \n",
       "1       15.0           14.0        11.0        €127.1M  \n",
       "2       15.0           15.0        11.0        €228.1M  \n",
       "3       87.0           88.0        94.0        €138.6M  \n",
       "4        5.0           10.0        13.0        €196.4M  \n",
       "5        6.0            8.0         8.0        €172.1M  \n",
       "6        7.0           14.0         9.0        €137.4M  \n",
       "7       31.0           33.0        37.0          €164M  \n",
       "8        9.0            7.0        11.0        €104.6M  \n",
       "9       78.0           88.0        89.0        €144.5M  "
      ],
      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Unnamed: 0</th>\n      <th>ID</th>\n      <th>Name</th>\n      <th>Age</th>\n      <th>Photo</th>\n      <th>Nationality</th>\n      <th>Flag</th>\n      <th>Overall</th>\n      <th>Potential</th>\n      <th>Club</th>\n      <th>Club Logo</th>\n      <th>Value</th>\n      <th>Wage</th>\n      <th>Special</th>\n      <th>Preferred Foot</th>\n      <th>International Reputation</th>\n      <th>Weak Foot</th>\n      <th>Skill Moves</th>\n      <th>Work Rate</th>\n      <th>Body Type</th>\n      <th>Real Face</th>\n      <th>Position</th>\n      <th>Jersey Number</th>\n      <th>Joined</th>\n      <th>Loaned From</th>\n      <th>Contract Valid Until</th>\n      <th>Height</th>\n      <th>Weight</th>\n      <th>LS</th>\n      <th>ST</th>\n      <th>RS</th>\n      <th>LW</th>\n      <th>LF</th>\n      <th>CF</th>\n      <th>RF</th>\n      <th>RW</th>\n      <th>LAM</th>\n      <th>CAM</th>\n      <th>RAM</th>\n      <th>LM</th>\n      <th>LCM</th>\n      <th>CM</th>\n      <th>RCM</th>\n      <th>RM</th>\n      <th>LWB</th>\n      <th>LDM</th>\n      <th>CDM</th>\n      <th>RDM</th>\n      <th>RWB</th>\n      <th>LB</th>\n      <th>LCB</th>\n      <th>CB</th>\n      <th>RCB</th>\n      <th>RB</th>\n      <th>Crossing</th>\n      <th>Finishing</th>\n      <th>HeadingAccuracy</th>\n      <th>ShortPassing</th>\n      <th>Volleys</th>\n      <th>Dribbling</th>\n      <th>Curve</th>\n      <th>FKAccuracy</th>\n      <th>LongPassing</th>\n      <th>BallControl</th>\n      <th>Acceleration</th>\n      <th>SprintSpeed</th>\n      <th>Agility</th>\n      <th>Reactions</th>\n      <th>Balance</th>\n      <th>ShotPower</th>\n      <th>Jumping</th>\n      <th>Stamina</th>\n      <th>Strength</th>\n      <th>LongShots</th>\n      <th>Aggression</th>\n      <th>Interceptions</th>\n      <th>Positioning</th>\n      <th>Vision</th>\n      <th>Penalties</th>\n      <th>Composure</th>\n      <th>Marking</th>\n      <th>StandingTackle</th>\n      <th>SlidingTackle</th>\n      <th>GKDiving</th>\n      <th>GKHandling</th>\n      <th>GKKicking</th>\n      <th>GKPositioning</th>\n      <th>GKReflexes</th>\n      <th>Release Clause</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>0</td>\n      <td>158023</td>\n      <td>L. Messi</td>\n      <td>31</td>\n      <td>https://cdn.sofifa.org/players/4/19/158023.png</td>\n      <td>Argentina</td>\n      <td>https://cdn.sofifa.org/flags/52.png</td>\n      <td>94</td>\n      <td>94</td>\n      <td>FC Barcelona</td>\n      <td>https://cdn.sofifa.org/teams/2/light/241.png</td>\n      <td>€110.5M</td>\n      <td>€565K</td>\n      <td>2202</td>\n      <td>Left</td>\n      <td>5.0</td>\n      <td>4.0</td>\n      <td>4.0</td>\n      <td>Medium/ Medium</td>\n      <td>Messi</td>\n      <td>Yes</td>\n      <td>RF</td>\n      <td>10.0</td>\n      <td>Jul 1, 2004</td>\n      <td>NaN</td>\n      <td>2021</td>\n      <td>5'7</td>\n      <td>159lbs</td>\n      <td>88+2</td>\n      <td>88+2</td>\n      <td>88+2</td>\n      <td>92+2</td>\n      <td>93+2</td>\n      <td>93+2</td>\n      <td>93+2</td>\n      <td>92+2</td>\n      <td>93+2</td>\n      <td>93+2</td>\n      <td>93+2</td>\n      <td>91+2</td>\n      <td>84+2</td>\n      <td>84+2</td>\n      <td>84+2</td>\n      <td>91+2</td>\n      <td>64+2</td>\n      <td>61+2</td>\n      <td>61+2</td>\n      <td>61+2</td>\n      <td>64+2</td>\n      <td>59+2</td>\n      <td>47+2</td>\n      <td>47+2</td>\n      <td>47+2</td>\n      <td>59+2</td>\n      <td>84.0</td>\n      <td>95.0</td>\n      <td>70.0</td>\n      <td>90.0</td>\n      <td>86.0</td>\n      <td>97.0</td>\n      <td>93.0</td>\n      <td>94.0</td>\n      <td>87.0</td>\n      <td>96.0</td>\n      <td>91.0</td>\n      <td>86.0</td>\n      <td>91.0</td>\n      <td>95.0</td>\n      <td>95.0</td>\n      <td>85.0</td>\n      <td>68.0</td>\n      <td>72.0</td>\n      <td>59.0</td>\n      <td>94.0</td>\n      <td>48.0</td>\n      <td>22.0</td>\n      <td>94.0</td>\n      <td>94.0</td>\n      <td>75.0</td>\n      <td>96.0</td>\n      <td>33.0</td>\n      <td>28.0</td>\n      <td>26.0</td>\n      <td>6.0</td>\n      <td>11.0</td>\n      <td>15.0</td>\n      <td>14.0</td>\n      <td>8.0</td>\n      <td>€226.5M</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>1</td>\n      <td>20801</td>\n      <td>Cristiano Ronaldo</td>\n      <td>33</td>\n      <td>https://cdn.sofifa.org/players/4/19/20801.png</td>\n      <td>Portugal</td>\n      <td>https://cdn.sofifa.org/flags/38.png</td>\n      <td>94</td>\n      <td>94</td>\n      <td>Juventus</td>\n      <td>https://cdn.sofifa.org/teams/2/light/45.png</td>\n      <td>€77M</td>\n      <td>€405K</td>\n      <td>2228</td>\n      <td>Right</td>\n      <td>5.0</td>\n      <td>4.0</td>\n      <td>5.0</td>\n      <td>High/ Low</td>\n      <td>C. Ronaldo</td>\n      <td>Yes</td>\n      <td>ST</td>\n      <td>7.0</td>\n      <td>Jul 10, 2018</td>\n      <td>NaN</td>\n      <td>2022</td>\n      <td>6'2</td>\n      <td>183lbs</td>\n      <td>91+3</td>\n      <td>91+3</td>\n      <td>91+3</td>\n      <td>89+3</td>\n      <td>90+3</td>\n      <td>90+3</td>\n      <td>90+3</td>\n      <td>89+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>88+3</td>\n      <td>65+3</td>\n      <td>61+3</td>\n      <td>61+3</td>\n      <td>61+3</td>\n      <td>65+3</td>\n      <td>61+3</td>\n      <td>53+3</td>\n      <td>53+3</td>\n      <td>53+3</td>\n      <td>61+3</td>\n      <td>84.0</td>\n      <td>94.0</td>\n      <td>89.0</td>\n      <td>81.0</td>\n      <td>87.0</td>\n      <td>88.0</td>\n      <td>81.0</td>\n      <td>76.0</td>\n      <td>77.0</td>\n      <td>94.0</td>\n      <td>89.0</td>\n      <td>91.0</td>\n      <td>87.0</td>\n      <td>96.0</td>\n      <td>70.0</td>\n      <td>95.0</td>\n      <td>95.0</td>\n      <td>88.0</td>\n      <td>79.0</td>\n      <td>93.0</td>\n      <td>63.0</td>\n      <td>29.0</td>\n      <td>95.0</td>\n      <td>82.0</td>\n      <td>85.0</td>\n      <td>95.0</td>\n      <td>28.0</td>\n      <td>31.0</td>\n      <td>23.0</td>\n      <td>7.0</td>\n      <td>11.0</td>\n      <td>15.0</td>\n      <td>14.0</td>\n      <td>11.0</td>\n      <td>€127.1M</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>2</td>\n      <td>190871</td>\n      <td>Neymar Jr</td>\n      <td>26</td>\n      <td>https://cdn.sofifa.org/players/4/19/190871.png</td>\n      <td>Brazil</td>\n      <td>https://cdn.sofifa.org/flags/54.png</td>\n      <td>92</td>\n      <td>93</td>\n      <td>Paris Saint-Germain</td>\n      <td>https://cdn.sofifa.org/teams/2/light/73.png</td>\n      <td>€118.5M</td>\n      <td>€290K</td>\n      <td>2143</td>\n      <td>Right</td>\n      <td>5.0</td>\n      <td>5.0</td>\n      <td>5.0</td>\n      <td>High/ Medium</td>\n      <td>Neymar</td>\n      <td>Yes</td>\n      <td>LW</td>\n      <td>10.0</td>\n      <td>Aug 3, 2017</td>\n      <td>NaN</td>\n      <td>2022</td>\n      <td>5'9</td>\n      <td>150lbs</td>\n      <td>84+3</td>\n      <td>84+3</td>\n      <td>84+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>88+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>88+3</td>\n      <td>65+3</td>\n      <td>60+3</td>\n      <td>60+3</td>\n      <td>60+3</td>\n      <td>65+3</td>\n      <td>60+3</td>\n      <td>47+3</td>\n      <td>47+3</td>\n      <td>47+3</td>\n      <td>60+3</td>\n      <td>79.0</td>\n      <td>87.0</td>\n      <td>62.0</td>\n      <td>84.0</td>\n      <td>84.0</td>\n      <td>96.0</td>\n      <td>88.0</td>\n      <td>87.0</td>\n      <td>78.0</td>\n      <td>95.0</td>\n      <td>94.0</td>\n      <td>90.0</td>\n      <td>96.0</td>\n      <td>94.0</td>\n      <td>84.0</td>\n      <td>80.0</td>\n      <td>61.0</td>\n      <td>81.0</td>\n      <td>49.0</td>\n      <td>82.0</td>\n      <td>56.0</td>\n      <td>36.0</td>\n      <td>89.0</td>\n      <td>87.0</td>\n      <td>81.0</td>\n      <td>94.0</td>\n      <td>27.0</td>\n      <td>24.0</td>\n      <td>33.0</td>\n      <td>9.0</td>\n      <td>9.0</td>\n      <td>15.0</td>\n      <td>15.0</td>\n      <td>11.0</td>\n      <td>€228.1M</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>3</td>\n      <td>193080</td>\n      <td>De Gea</td>\n      <td>27</td>\n      <td>https://cdn.sofifa.org/players/4/19/193080.png</td>\n      <td>Spain</td>\n      <td>https://cdn.sofifa.org/flags/45.png</td>\n      <td>91</td>\n      <td>93</td>\n      <td>Manchester United</td>\n      <td>https://cdn.sofifa.org/teams/2/light/11.png</td>\n      <td>€72M</td>\n      <td>€260K</td>\n      <td>1471</td>\n      <td>Right</td>\n      <td>4.0</td>\n      <td>3.0</td>\n      <td>1.0</td>\n      <td>Medium/ Medium</td>\n      <td>Lean</td>\n      <td>Yes</td>\n      <td>GK</td>\n      <td>1.0</td>\n      <td>Jul 1, 2011</td>\n      <td>NaN</td>\n      <td>2020</td>\n      <td>6'4</td>\n      <td>168lbs</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>17.0</td>\n      <td>13.0</td>\n      <td>21.0</td>\n      <td>50.0</td>\n      <td>13.0</td>\n      <td>18.0</td>\n      <td>21.0</td>\n      <td>19.0</td>\n      <td>51.0</td>\n      <td>42.0</td>\n      <td>57.0</td>\n      <td>58.0</td>\n      <td>60.0</td>\n      <td>90.0</td>\n      <td>43.0</td>\n      <td>31.0</td>\n      <td>67.0</td>\n      <td>43.0</td>\n      <td>64.0</td>\n      <td>12.0</td>\n      <td>38.0</td>\n      <td>30.0</td>\n      <td>12.0</td>\n      <td>68.0</td>\n      <td>40.0</td>\n      <td>68.0</td>\n      <td>15.0</td>\n      <td>21.0</td>\n      <td>13.0</td>\n      <td>90.0</td>\n      <td>85.0</td>\n      <td>87.0</td>\n      <td>88.0</td>\n      <td>94.0</td>\n      <td>€138.6M</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>4</td>\n      <td>192985</td>\n      <td>K. De Bruyne</td>\n      <td>27</td>\n      <td>https://cdn.sofifa.org/players/4/19/192985.png</td>\n      <td>Belgium</td>\n      <td>https://cdn.sofifa.org/flags/7.png</td>\n      <td>91</td>\n      <td>92</td>\n      <td>Manchester City</td>\n      <td>https://cdn.sofifa.org/teams/2/light/10.png</td>\n      <td>€102M</td>\n      <td>€355K</td>\n      <td>2281</td>\n      <td>Right</td>\n      <td>4.0</td>\n      <td>5.0</td>\n      <td>4.0</td>\n      <td>High/ High</td>\n      <td>Normal</td>\n      <td>Yes</td>\n      <td>RCM</td>\n      <td>7.0</td>\n      <td>Aug 30, 2015</td>\n      <td>NaN</td>\n      <td>2023</td>\n      <td>5'11</td>\n      <td>154lbs</td>\n      <td>82+3</td>\n      <td>82+3</td>\n      <td>82+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>88+3</td>\n      <td>77+3</td>\n      <td>77+3</td>\n      <td>77+3</td>\n      <td>77+3</td>\n      <td>77+3</td>\n      <td>73+3</td>\n      <td>66+3</td>\n      <td>66+3</td>\n      <td>66+3</td>\n      <td>73+3</td>\n      <td>93.0</td>\n      <td>82.0</td>\n      <td>55.0</td>\n      <td>92.0</td>\n      <td>82.0</td>\n      <td>86.0</td>\n      <td>85.0</td>\n      <td>83.0</td>\n      <td>91.0</td>\n      <td>91.0</td>\n      <td>78.0</td>\n      <td>76.0</td>\n      <td>79.0</td>\n      <td>91.0</td>\n      <td>77.0</td>\n      <td>91.0</td>\n      <td>63.0</td>\n      <td>90.0</td>\n      <td>75.0</td>\n      <td>91.0</td>\n      <td>76.0</td>\n      <td>61.0</td>\n      <td>87.0</td>\n      <td>94.0</td>\n      <td>79.0</td>\n      <td>88.0</td>\n      <td>68.0</td>\n      <td>58.0</td>\n      <td>51.0</td>\n      <td>15.0</td>\n      <td>13.0</td>\n      <td>5.0</td>\n      <td>10.0</td>\n      <td>13.0</td>\n      <td>€196.4M</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>5</td>\n      <td>183277</td>\n      <td>E. Hazard</td>\n      <td>27</td>\n      <td>https://cdn.sofifa.org/players/4/19/183277.png</td>\n      <td>Belgium</td>\n      <td>https://cdn.sofifa.org/flags/7.png</td>\n      <td>91</td>\n      <td>91</td>\n      <td>Chelsea</td>\n      <td>https://cdn.sofifa.org/teams/2/light/5.png</td>\n      <td>€93M</td>\n      <td>€340K</td>\n      <td>2142</td>\n      <td>Right</td>\n      <td>4.0</td>\n      <td>4.0</td>\n      <td>4.0</td>\n      <td>High/ Medium</td>\n      <td>Normal</td>\n      <td>Yes</td>\n      <td>LF</td>\n      <td>10.0</td>\n      <td>Jul 1, 2012</td>\n      <td>NaN</td>\n      <td>2020</td>\n      <td>5'8</td>\n      <td>163lbs</td>\n      <td>83+3</td>\n      <td>83+3</td>\n      <td>83+3</td>\n      <td>89+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>82+3</td>\n      <td>82+3</td>\n      <td>82+3</td>\n      <td>89+3</td>\n      <td>66+3</td>\n      <td>63+3</td>\n      <td>63+3</td>\n      <td>63+3</td>\n      <td>66+3</td>\n      <td>60+3</td>\n      <td>49+3</td>\n      <td>49+3</td>\n      <td>49+3</td>\n      <td>60+3</td>\n      <td>81.0</td>\n      <td>84.0</td>\n      <td>61.0</td>\n      <td>89.0</td>\n      <td>80.0</td>\n      <td>95.0</td>\n      <td>83.0</td>\n      <td>79.0</td>\n      <td>83.0</td>\n      <td>94.0</td>\n      <td>94.0</td>\n      <td>88.0</td>\n      <td>95.0</td>\n      <td>90.0</td>\n      <td>94.0</td>\n      <td>82.0</td>\n      <td>56.0</td>\n      <td>83.0</td>\n      <td>66.0</td>\n      <td>80.0</td>\n      <td>54.0</td>\n      <td>41.0</td>\n      <td>87.0</td>\n      <td>89.0</td>\n      <td>86.0</td>\n      <td>91.0</td>\n      <td>34.0</td>\n      <td>27.0</td>\n      <td>22.0</td>\n      <td>11.0</td>\n      <td>12.0</td>\n      <td>6.0</td>\n      <td>8.0</td>\n      <td>8.0</td>\n      <td>€172.1M</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>6</td>\n      <td>177003</td>\n      <td>L. Modrić</td>\n      <td>32</td>\n      <td>https://cdn.sofifa.org/players/4/19/177003.png</td>\n      <td>Croatia</td>\n      <td>https://cdn.sofifa.org/flags/10.png</td>\n      <td>91</td>\n      <td>91</td>\n      <td>Real Madrid</td>\n      <td>https://cdn.sofifa.org/teams/2/light/243.png</td>\n      <td>€67M</td>\n      <td>€420K</td>\n      <td>2280</td>\n      <td>Right</td>\n      <td>4.0</td>\n      <td>4.0</td>\n      <td>4.0</td>\n      <td>High/ High</td>\n      <td>Lean</td>\n      <td>Yes</td>\n      <td>RCM</td>\n      <td>10.0</td>\n      <td>Aug 1, 2012</td>\n      <td>NaN</td>\n      <td>2020</td>\n      <td>5'8</td>\n      <td>146lbs</td>\n      <td>77+3</td>\n      <td>77+3</td>\n      <td>77+3</td>\n      <td>85+3</td>\n      <td>84+3</td>\n      <td>84+3</td>\n      <td>84+3</td>\n      <td>85+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>86+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>86+3</td>\n      <td>82+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>82+3</td>\n      <td>79+3</td>\n      <td>71+3</td>\n      <td>71+3</td>\n      <td>71+3</td>\n      <td>79+3</td>\n      <td>86.0</td>\n      <td>72.0</td>\n      <td>55.0</td>\n      <td>93.0</td>\n      <td>76.0</td>\n      <td>90.0</td>\n      <td>85.0</td>\n      <td>78.0</td>\n      <td>88.0</td>\n      <td>93.0</td>\n      <td>80.0</td>\n      <td>72.0</td>\n      <td>93.0</td>\n      <td>90.0</td>\n      <td>94.0</td>\n      <td>79.0</td>\n      <td>68.0</td>\n      <td>89.0</td>\n      <td>58.0</td>\n      <td>82.0</td>\n      <td>62.0</td>\n      <td>83.0</td>\n      <td>79.0</td>\n      <td>92.0</td>\n      <td>82.0</td>\n      <td>84.0</td>\n      <td>60.0</td>\n      <td>76.0</td>\n      <td>73.0</td>\n      <td>13.0</td>\n      <td>9.0</td>\n      <td>7.0</td>\n      <td>14.0</td>\n      <td>9.0</td>\n      <td>€137.4M</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>7</td>\n      <td>176580</td>\n      <td>L. Suárez</td>\n      <td>31</td>\n      <td>https://cdn.sofifa.org/players/4/19/176580.png</td>\n      <td>Uruguay</td>\n      <td>https://cdn.sofifa.org/flags/60.png</td>\n      <td>91</td>\n      <td>91</td>\n      <td>FC Barcelona</td>\n      <td>https://cdn.sofifa.org/teams/2/light/241.png</td>\n      <td>€80M</td>\n      <td>€455K</td>\n      <td>2346</td>\n      <td>Right</td>\n      <td>5.0</td>\n      <td>4.0</td>\n      <td>3.0</td>\n      <td>High/ Medium</td>\n      <td>Normal</td>\n      <td>Yes</td>\n      <td>RS</td>\n      <td>9.0</td>\n      <td>Jul 11, 2014</td>\n      <td>NaN</td>\n      <td>2021</td>\n      <td>6'0</td>\n      <td>190lbs</td>\n      <td>87+5</td>\n      <td>87+5</td>\n      <td>87+5</td>\n      <td>86+5</td>\n      <td>87+5</td>\n      <td>87+5</td>\n      <td>87+5</td>\n      <td>86+5</td>\n      <td>85+5</td>\n      <td>85+5</td>\n      <td>85+5</td>\n      <td>84+5</td>\n      <td>79+5</td>\n      <td>79+5</td>\n      <td>79+5</td>\n      <td>84+5</td>\n      <td>69+5</td>\n      <td>68+5</td>\n      <td>68+5</td>\n      <td>68+5</td>\n      <td>69+5</td>\n      <td>66+5</td>\n      <td>63+5</td>\n      <td>63+5</td>\n      <td>63+5</td>\n      <td>66+5</td>\n      <td>77.0</td>\n      <td>93.0</td>\n      <td>77.0</td>\n      <td>82.0</td>\n      <td>88.0</td>\n      <td>87.0</td>\n      <td>86.0</td>\n      <td>84.0</td>\n      <td>64.0</td>\n      <td>90.0</td>\n      <td>86.0</td>\n      <td>75.0</td>\n      <td>82.0</td>\n      <td>92.0</td>\n      <td>83.0</td>\n      <td>86.0</td>\n      <td>69.0</td>\n      <td>90.0</td>\n      <td>83.0</td>\n      <td>85.0</td>\n      <td>87.0</td>\n      <td>41.0</td>\n      <td>92.0</td>\n      <td>84.0</td>\n      <td>85.0</td>\n      <td>85.0</td>\n      <td>62.0</td>\n      <td>45.0</td>\n      <td>38.0</td>\n      <td>27.0</td>\n      <td>25.0</td>\n      <td>31.0</td>\n      <td>33.0</td>\n      <td>37.0</td>\n      <td>€164M</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>8</td>\n      <td>155862</td>\n      <td>Sergio Ramos</td>\n      <td>32</td>\n      <td>https://cdn.sofifa.org/players/4/19/155862.png</td>\n      <td>Spain</td>\n      <td>https://cdn.sofifa.org/flags/45.png</td>\n      <td>91</td>\n      <td>91</td>\n      <td>Real Madrid</td>\n      <td>https://cdn.sofifa.org/teams/2/light/243.png</td>\n      <td>€51M</td>\n      <td>€380K</td>\n      <td>2201</td>\n      <td>Right</td>\n      <td>4.0</td>\n      <td>3.0</td>\n      <td>3.0</td>\n      <td>High/ Medium</td>\n      <td>Normal</td>\n      <td>Yes</td>\n      <td>RCB</td>\n      <td>15.0</td>\n      <td>Aug 1, 2005</td>\n      <td>NaN</td>\n      <td>2020</td>\n      <td>6'0</td>\n      <td>181lbs</td>\n      <td>73+3</td>\n      <td>73+3</td>\n      <td>73+3</td>\n      <td>70+3</td>\n      <td>71+3</td>\n      <td>71+3</td>\n      <td>71+3</td>\n      <td>70+3</td>\n      <td>71+3</td>\n      <td>71+3</td>\n      <td>71+3</td>\n      <td>72+3</td>\n      <td>75+3</td>\n      <td>75+3</td>\n      <td>75+3</td>\n      <td>72+3</td>\n      <td>81+3</td>\n      <td>84+3</td>\n      <td>84+3</td>\n      <td>84+3</td>\n      <td>81+3</td>\n      <td>84+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>84+3</td>\n      <td>66.0</td>\n      <td>60.0</td>\n      <td>91.0</td>\n      <td>78.0</td>\n      <td>66.0</td>\n      <td>63.0</td>\n      <td>74.0</td>\n      <td>72.0</td>\n      <td>77.0</td>\n      <td>84.0</td>\n      <td>76.0</td>\n      <td>75.0</td>\n      <td>78.0</td>\n      <td>85.0</td>\n      <td>66.0</td>\n      <td>79.0</td>\n      <td>93.0</td>\n      <td>84.0</td>\n      <td>83.0</td>\n      <td>59.0</td>\n      <td>88.0</td>\n      <td>90.0</td>\n      <td>60.0</td>\n      <td>63.0</td>\n      <td>75.0</td>\n      <td>82.0</td>\n      <td>87.0</td>\n      <td>92.0</td>\n      <td>91.0</td>\n      <td>11.0</td>\n      <td>8.0</td>\n      <td>9.0</td>\n      <td>7.0</td>\n      <td>11.0</td>\n      <td>€104.6M</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>9</td>\n      <td>200389</td>\n      <td>J. Oblak</td>\n      <td>25</td>\n      <td>https://cdn.sofifa.org/players/4/19/200389.png</td>\n      <td>Slovenia</td>\n      <td>https://cdn.sofifa.org/flags/44.png</td>\n      <td>90</td>\n      <td>93</td>\n      <td>Atlético Madrid</td>\n      <td>https://cdn.sofifa.org/teams/2/light/240.png</td>\n      <td>€68M</td>\n      <td>€94K</td>\n      <td>1331</td>\n      <td>Right</td>\n      <td>3.0</td>\n      <td>3.0</td>\n      <td>1.0</td>\n      <td>Medium/ Medium</td>\n      <td>Normal</td>\n      <td>Yes</td>\n      <td>GK</td>\n      <td>1.0</td>\n      <td>Jul 16, 2014</td>\n      <td>NaN</td>\n      <td>2021</td>\n      <td>6'2</td>\n      <td>192lbs</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>13.0</td>\n      <td>11.0</td>\n      <td>15.0</td>\n      <td>29.0</td>\n      <td>13.0</td>\n      <td>12.0</td>\n      <td>13.0</td>\n      <td>14.0</td>\n      <td>26.0</td>\n      <td>16.0</td>\n      <td>43.0</td>\n      <td>60.0</td>\n      <td>67.0</td>\n      <td>86.0</td>\n      <td>49.0</td>\n      <td>22.0</td>\n      <td>76.0</td>\n      <td>41.0</td>\n      <td>78.0</td>\n      <td>12.0</td>\n      <td>34.0</td>\n      <td>19.0</td>\n      <td>11.0</td>\n      <td>70.0</td>\n      <td>11.0</td>\n      <td>70.0</td>\n      <td>27.0</td>\n      <td>12.0</td>\n      <td>18.0</td>\n      <td>86.0</td>\n      <td>92.0</td>\n      <td>78.0</td>\n      <td>88.0</td>\n      <td>89.0</td>\n      <td>€144.5M</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
     },
     "metadata": {},
     "execution_count": 2
    }
   ],
   "source": [
    "df = pd.read_csv(os.path.join(\"in/fifa.csv\"))\n",
    "df.head(10)"
   ]
  },
  {
   "source": [
    "A simple vista, ya vemos que hay columnas que contienen valores nulos. Por lo tanto,\n",
    "buscaremos cuáles son. De esta forma, podremos buscar si las columnas que necesitamos\n",
    "para hacer la predicción contienen valores nulos."
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "['Club', 'Preferred Foot', 'International Reputation', 'Weak Foot', 'Skill Moves', 'Work Rate', 'Body Type', 'Real Face', 'Position', 'Jersey Number', 'Joined', 'Loaned From', 'Contract Valid Until', 'Height', 'Weight', 'LS', 'ST', 'RS', 'LW', 'LF', 'CF', 'RF', 'RW', 'LAM', 'CAM', 'RAM', 'LM', 'LCM', 'CM', 'RCM', 'RM', 'LWB', 'LDM', 'CDM', 'RDM', 'RWB', 'LB', 'LCB', 'CB', 'RCB', 'RB', 'Crossing', 'Finishing', 'HeadingAccuracy', 'ShortPassing', 'Volleys', 'Dribbling', 'Curve', 'FKAccuracy', 'LongPassing', 'BallControl', 'Acceleration', 'SprintSpeed', 'Agility', 'Reactions', 'Balance', 'ShotPower', 'Jumping', 'Stamina', 'Strength', 'LongShots', 'Aggression', 'Interceptions', 'Positioning', 'Vision', 'Penalties', 'Composure', 'Marking', 'StandingTackle', 'SlidingTackle', 'GKDiving', 'GKHandling', 'GKKicking', 'GKPositioning', 'GKReflexes', 'Release Clause']\n"
     ]
    }
   ],
   "source": [
    "print(df.columns[df.isna().any()].tolist())"
   ]
  },
  {
   "source": [
    "Como podemos ver, la inmensa mayoría de las columnas contine valores NaN. Una vez tenemos estas columnas, miraremos aquellas que pueden servirnos para hacer más precisa nuestra predicción."
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "source": [
    "- Al haber cargado nuestro dataset, hemos visto que los porteros tienen muchos valores nulos. Entre todos ellos, miraremos cuáles nos interesan para nuestro modelo."
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "    Unnamed: 0      ID           Name  Age  \\\n",
       "3            3  193080         De Gea   27   \n",
       "9            9  200389       J. Oblak   25   \n",
       "18          18  192448  M. ter Stegen   26   \n",
       "19          19  192119    T. Courtois   26   \n",
       "22          22  167495       M. Neuer   32   \n",
       "37          37  167948      H. Lloris   31   \n",
       "40          40  162835  S. Handanovič   33   \n",
       "41          41    1179      G. Buffon   40   \n",
       "46          46  193041       K. Navas   31   \n",
       "57          57  210257        Ederson   24   \n",
       "\n",
       "                                             Photo Nationality  \\\n",
       "3   https://cdn.sofifa.org/players/4/19/193080.png       Spain   \n",
       "9   https://cdn.sofifa.org/players/4/19/200389.png    Slovenia   \n",
       "18  https://cdn.sofifa.org/players/4/19/192448.png     Germany   \n",
       "19  https://cdn.sofifa.org/players/4/19/192119.png     Belgium   \n",
       "22  https://cdn.sofifa.org/players/4/19/167495.png     Germany   \n",
       "37  https://cdn.sofifa.org/players/4/19/167948.png      France   \n",
       "40  https://cdn.sofifa.org/players/4/19/162835.png    Slovenia   \n",
       "41    https://cdn.sofifa.org/players/4/19/1179.png       Italy   \n",
       "46  https://cdn.sofifa.org/players/4/19/193041.png  Costa Rica   \n",
       "57  https://cdn.sofifa.org/players/4/19/210257.png      Brazil   \n",
       "\n",
       "                                   Flag  Overall  Potential  \\\n",
       "3   https://cdn.sofifa.org/flags/45.png       91         93   \n",
       "9   https://cdn.sofifa.org/flags/44.png       90         93   \n",
       "18  https://cdn.sofifa.org/flags/21.png       89         92   \n",
       "19   https://cdn.sofifa.org/flags/7.png       89         90   \n",
       "22  https://cdn.sofifa.org/flags/21.png       89         89   \n",
       "37  https://cdn.sofifa.org/flags/18.png       88         88   \n",
       "40  https://cdn.sofifa.org/flags/44.png       88         88   \n",
       "41  https://cdn.sofifa.org/flags/27.png       88         88   \n",
       "46  https://cdn.sofifa.org/flags/72.png       87         87   \n",
       "57  https://cdn.sofifa.org/flags/54.png       86         90   \n",
       "\n",
       "                   Club                                     Club Logo   Value  \\\n",
       "3     Manchester United   https://cdn.sofifa.org/teams/2/light/11.png    €72M   \n",
       "9       Atlético Madrid  https://cdn.sofifa.org/teams/2/light/240.png    €68M   \n",
       "18         FC Barcelona  https://cdn.sofifa.org/teams/2/light/241.png    €58M   \n",
       "19          Real Madrid  https://cdn.sofifa.org/teams/2/light/243.png  €53.5M   \n",
       "22    FC Bayern München   https://cdn.sofifa.org/teams/2/light/21.png    €38M   \n",
       "37    Tottenham Hotspur   https://cdn.sofifa.org/teams/2/light/18.png    €36M   \n",
       "40                Inter   https://cdn.sofifa.org/teams/2/light/44.png    €30M   \n",
       "41  Paris Saint-Germain   https://cdn.sofifa.org/teams/2/light/73.png     €4M   \n",
       "46          Real Madrid  https://cdn.sofifa.org/teams/2/light/243.png  €30.5M   \n",
       "57      Manchester City   https://cdn.sofifa.org/teams/2/light/10.png  €41.5M   \n",
       "\n",
       "     Wage  Special Preferred Foot  International Reputation  Weak Foot  \\\n",
       "3   €260K     1471          Right                       4.0        3.0   \n",
       "9    €94K     1331          Right                       3.0        3.0   \n",
       "18  €240K     1328          Right                       3.0        4.0   \n",
       "19  €240K     1311           Left                       4.0        2.0   \n",
       "22  €130K     1473          Right                       5.0        4.0   \n",
       "37  €150K     1335           Left                       4.0        1.0   \n",
       "40  €110K     1262          Right                       3.0        2.0   \n",
       "41   €77K     1334          Right                       4.0        2.0   \n",
       "46  €195K     1345          Right                       3.0        3.0   \n",
       "57  €125K     1463           Left                       2.0        3.0   \n",
       "\n",
       "    Skill Moves       Work Rate Body Type Real Face Position  Jersey Number  \\\n",
       "3           1.0  Medium/ Medium      Lean       Yes       GK            1.0   \n",
       "9           1.0  Medium/ Medium    Normal       Yes       GK            1.0   \n",
       "18          1.0  Medium/ Medium    Normal       Yes       GK           22.0   \n",
       "19          1.0  Medium/ Medium  Courtois       Yes       GK            1.0   \n",
       "22          1.0  Medium/ Medium    Normal       Yes       GK            1.0   \n",
       "37          1.0  Medium/ Medium      Lean       Yes       GK            1.0   \n",
       "40          1.0  Medium/ Medium    Normal       Yes       GK            1.0   \n",
       "41          1.0  Medium/ Medium    Normal       Yes       GK            1.0   \n",
       "46          1.0  Medium/ Medium    Normal       Yes       GK            1.0   \n",
       "57          1.0  Medium/ Medium    Normal       Yes       GK           31.0   \n",
       "\n",
       "          Joined Loaned From Contract Valid Until Height  Weight   LS   ST  \\\n",
       "3    Jul 1, 2011         NaN                 2020    6'4  168lbs  NaN  NaN   \n",
       "9   Jul 16, 2014         NaN                 2021    6'2  192lbs  NaN  NaN   \n",
       "18   Jul 1, 2014         NaN                 2022    6'2  187lbs  NaN  NaN   \n",
       "19   Aug 9, 2018         NaN                 2024    6'6  212lbs  NaN  NaN   \n",
       "22   Jul 1, 2011         NaN                 2021    6'4  203lbs  NaN  NaN   \n",
       "37   Aug 1, 2012         NaN                 2022    6'2  181lbs  NaN  NaN   \n",
       "40   Jul 1, 2012         NaN                 2021    6'4  203lbs  NaN  NaN   \n",
       "41   Jul 6, 2018         NaN                 2019    6'4  203lbs  NaN  NaN   \n",
       "46   Aug 3, 2014         NaN                 2020    6'1  176lbs  NaN  NaN   \n",
       "57   Jul 1, 2017         NaN                 2025    6'2  190lbs  NaN  NaN   \n",
       "\n",
       "     RS   LW   LF   CF   RF   RW  LAM  CAM  RAM   LM  LCM   CM  RCM   RM  LWB  \\\n",
       "3   NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "9   NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "18  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "19  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "22  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "37  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "40  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "41  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "46  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "57  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "\n",
       "    LDM  CDM  RDM  RWB   LB  LCB   CB  RCB   RB  Crossing  Finishing  \\\n",
       "3   NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN      17.0       13.0   \n",
       "9   NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN      13.0       11.0   \n",
       "18  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN      15.0       14.0   \n",
       "19  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN      14.0       14.0   \n",
       "22  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN      15.0       13.0   \n",
       "37  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN      13.0       10.0   \n",
       "40  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN      12.0       10.0   \n",
       "41  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN      13.0       15.0   \n",
       "46  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN      11.0       15.0   \n",
       "57  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN      20.0       14.0   \n",
       "\n",
       "    HeadingAccuracy  ShortPassing  Volleys  Dribbling  Curve  FKAccuracy  \\\n",
       "3              21.0          50.0     13.0       18.0   21.0        19.0   \n",
       "9              15.0          29.0     13.0       12.0   13.0        14.0   \n",
       "18             11.0          36.0     14.0       17.0   18.0        12.0   \n",
       "19             13.0          33.0     12.0       13.0   19.0        20.0   \n",
       "22             25.0          55.0     11.0       30.0   14.0        11.0   \n",
       "37             10.0          50.0     11.0       10.0   11.0        10.0   \n",
       "40             10.0          36.0     12.0       12.0   12.0        14.0   \n",
       "41             13.0          37.0     17.0       26.0   20.0        13.0   \n",
       "46             11.0          30.0     11.0       16.0   11.0        15.0   \n",
       "57             14.0          56.0     18.0       23.0   15.0        20.0   \n",
       "\n",
       "    LongPassing  BallControl  Acceleration  SprintSpeed  Agility  Reactions  \\\n",
       "3          51.0         42.0          57.0         58.0     60.0       90.0   \n",
       "9          26.0         16.0          43.0         60.0     67.0       86.0   \n",
       "18         42.0         18.0          38.0         50.0     37.0       85.0   \n",
       "19         35.0         23.0          46.0         52.0     61.0       84.0   \n",
       "22         59.0         48.0          54.0         60.0     51.0       84.0   \n",
       "37         50.0         34.0          65.0         62.0     55.0       85.0   \n",
       "40         34.0         16.0          51.0         55.0     47.0       83.0   \n",
       "41         35.0         28.0          49.0         43.0     55.0       79.0   \n",
       "46         37.0         19.0          54.0         53.0     60.0       84.0   \n",
       "57         58.0         37.0          64.0         63.0     60.0       86.0   \n",
       "\n",
       "    Balance  ShotPower  Jumping  Stamina  Strength  LongShots  Aggression  \\\n",
       "3      43.0       31.0     67.0     43.0      64.0       12.0        38.0   \n",
       "9      49.0       22.0     76.0     41.0      78.0       12.0        34.0   \n",
       "18     43.0       22.0     79.0     35.0      79.0       10.0        43.0   \n",
       "19     45.0       36.0     68.0     38.0      70.0       17.0        23.0   \n",
       "22     35.0       25.0     77.0     43.0      80.0       16.0        29.0   \n",
       "37     54.0       23.0     74.0     41.0      43.0       14.0        31.0   \n",
       "40     36.0       22.0     78.0     41.0      71.0       19.0        25.0   \n",
       "41     49.0       39.0     75.0     39.0      69.0       13.0        38.0   \n",
       "46     61.0       21.0     74.0     39.0      75.0       13.0        32.0   \n",
       "57     48.0       42.0     58.0     41.0      68.0       18.0        35.0   \n",
       "\n",
       "    Interceptions  Positioning  Vision  Penalties  Composure  Marking  \\\n",
       "3            30.0         12.0    68.0       40.0       68.0     15.0   \n",
       "9            19.0         11.0    70.0       11.0       70.0     27.0   \n",
       "18           22.0         11.0    69.0       25.0       69.0     25.0   \n",
       "19           15.0         13.0    44.0       27.0       66.0     20.0   \n",
       "22           30.0         12.0    70.0       47.0       70.0     17.0   \n",
       "37           27.0         10.0    30.0       40.0       65.0     29.0   \n",
       "40           22.0         12.0    41.0       23.0       69.0     25.0   \n",
       "41           28.0         12.0    50.0       22.0       70.0     13.0   \n",
       "46           20.0         16.0    68.0       25.0       67.0     28.0   \n",
       "57           25.0         20.0    67.0       17.0       70.0     28.0   \n",
       "\n",
       "    StandingTackle  SlidingTackle  GKDiving  GKHandling  GKKicking  \\\n",
       "3             21.0           13.0      90.0        85.0       87.0   \n",
       "9             12.0           18.0      86.0        92.0       78.0   \n",
       "18            13.0           10.0      87.0        85.0       88.0   \n",
       "19            18.0           16.0      85.0        91.0       72.0   \n",
       "22            10.0           11.0      90.0        86.0       91.0   \n",
       "37            10.0           18.0      88.0        84.0       68.0   \n",
       "40            10.0           13.0      87.0        86.0       69.0   \n",
       "41            11.0           11.0      88.0        87.0       74.0   \n",
       "46            14.0           14.0      90.0        81.0       75.0   \n",
       "57            15.0            8.0      85.0        80.0       91.0   \n",
       "\n",
       "    GKPositioning  GKReflexes Release Clause  \n",
       "3            88.0        94.0        €138.6M  \n",
       "9            88.0        89.0        €144.5M  \n",
       "18           85.0        90.0        €123.3M  \n",
       "19           86.0        88.0        €113.7M  \n",
       "22           87.0        87.0         €62.7M  \n",
       "37           83.0        92.0         €66.6M  \n",
       "40           89.0        89.0           €51M  \n",
       "41           90.0        83.0          €7.4M  \n",
       "46           82.0        90.0         €62.5M  \n",
       "57           82.0        87.0         €79.9M  "
      ],
      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Unnamed: 0</th>\n      <th>ID</th>\n      <th>Name</th>\n      <th>Age</th>\n      <th>Photo</th>\n      <th>Nationality</th>\n      <th>Flag</th>\n      <th>Overall</th>\n      <th>Potential</th>\n      <th>Club</th>\n      <th>Club Logo</th>\n      <th>Value</th>\n      <th>Wage</th>\n      <th>Special</th>\n      <th>Preferred Foot</th>\n      <th>International Reputation</th>\n      <th>Weak Foot</th>\n      <th>Skill Moves</th>\n      <th>Work Rate</th>\n      <th>Body Type</th>\n      <th>Real Face</th>\n      <th>Position</th>\n      <th>Jersey Number</th>\n      <th>Joined</th>\n      <th>Loaned From</th>\n      <th>Contract Valid Until</th>\n      <th>Height</th>\n      <th>Weight</th>\n      <th>LS</th>\n      <th>ST</th>\n      <th>RS</th>\n      <th>LW</th>\n      <th>LF</th>\n      <th>CF</th>\n      <th>RF</th>\n      <th>RW</th>\n      <th>LAM</th>\n      <th>CAM</th>\n      <th>RAM</th>\n      <th>LM</th>\n      <th>LCM</th>\n      <th>CM</th>\n      <th>RCM</th>\n      <th>RM</th>\n      <th>LWB</th>\n      <th>LDM</th>\n      <th>CDM</th>\n      <th>RDM</th>\n      <th>RWB</th>\n      <th>LB</th>\n      <th>LCB</th>\n      <th>CB</th>\n      <th>RCB</th>\n      <th>RB</th>\n      <th>Crossing</th>\n      <th>Finishing</th>\n      <th>HeadingAccuracy</th>\n      <th>ShortPassing</th>\n      <th>Volleys</th>\n      <th>Dribbling</th>\n      <th>Curve</th>\n      <th>FKAccuracy</th>\n      <th>LongPassing</th>\n      <th>BallControl</th>\n      <th>Acceleration</th>\n      <th>SprintSpeed</th>\n      <th>Agility</th>\n      <th>Reactions</th>\n      <th>Balance</th>\n      <th>ShotPower</th>\n      <th>Jumping</th>\n      <th>Stamina</th>\n      <th>Strength</th>\n      <th>LongShots</th>\n      <th>Aggression</th>\n      <th>Interceptions</th>\n      <th>Positioning</th>\n      <th>Vision</th>\n      <th>Penalties</th>\n      <th>Composure</th>\n      <th>Marking</th>\n      <th>StandingTackle</th>\n      <th>SlidingTackle</th>\n      <th>GKDiving</th>\n      <th>GKHandling</th>\n      <th>GKKicking</th>\n      <th>GKPositioning</th>\n      <th>GKReflexes</th>\n      <th>Release Clause</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>3</th>\n      <td>3</td>\n      <td>193080</td>\n      <td>De Gea</td>\n      <td>27</td>\n      <td>https://cdn.sofifa.org/players/4/19/193080.png</td>\n      <td>Spain</td>\n      <td>https://cdn.sofifa.org/flags/45.png</td>\n      <td>91</td>\n      <td>93</td>\n      <td>Manchester United</td>\n      <td>https://cdn.sofifa.org/teams/2/light/11.png</td>\n      <td>€72M</td>\n      <td>€260K</td>\n      <td>1471</td>\n      <td>Right</td>\n      <td>4.0</td>\n      <td>3.0</td>\n      <td>1.0</td>\n      <td>Medium/ Medium</td>\n      <td>Lean</td>\n      <td>Yes</td>\n      <td>GK</td>\n      <td>1.0</td>\n      <td>Jul 1, 2011</td>\n      <td>NaN</td>\n      <td>2020</td>\n      <td>6'4</td>\n      <td>168lbs</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>17.0</td>\n      <td>13.0</td>\n      <td>21.0</td>\n      <td>50.0</td>\n      <td>13.0</td>\n      <td>18.0</td>\n      <td>21.0</td>\n      <td>19.0</td>\n      <td>51.0</td>\n      <td>42.0</td>\n      <td>57.0</td>\n      <td>58.0</td>\n      <td>60.0</td>\n      <td>90.0</td>\n      <td>43.0</td>\n      <td>31.0</td>\n      <td>67.0</td>\n      <td>43.0</td>\n      <td>64.0</td>\n      <td>12.0</td>\n      <td>38.0</td>\n      <td>30.0</td>\n      <td>12.0</td>\n      <td>68.0</td>\n      <td>40.0</td>\n      <td>68.0</td>\n      <td>15.0</td>\n      <td>21.0</td>\n      <td>13.0</td>\n      <td>90.0</td>\n      <td>85.0</td>\n      <td>87.0</td>\n      <td>88.0</td>\n      <td>94.0</td>\n      <td>€138.6M</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>9</td>\n      <td>200389</td>\n      <td>J. Oblak</td>\n      <td>25</td>\n      <td>https://cdn.sofifa.org/players/4/19/200389.png</td>\n      <td>Slovenia</td>\n      <td>https://cdn.sofifa.org/flags/44.png</td>\n      <td>90</td>\n      <td>93</td>\n      <td>Atlético Madrid</td>\n      <td>https://cdn.sofifa.org/teams/2/light/240.png</td>\n      <td>€68M</td>\n      <td>€94K</td>\n      <td>1331</td>\n      <td>Right</td>\n      <td>3.0</td>\n      <td>3.0</td>\n      <td>1.0</td>\n      <td>Medium/ Medium</td>\n      <td>Normal</td>\n      <td>Yes</td>\n      <td>GK</td>\n      <td>1.0</td>\n      <td>Jul 16, 2014</td>\n      <td>NaN</td>\n      <td>2021</td>\n      <td>6'2</td>\n      <td>192lbs</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>13.0</td>\n      <td>11.0</td>\n      <td>15.0</td>\n      <td>29.0</td>\n      <td>13.0</td>\n      <td>12.0</td>\n      <td>13.0</td>\n      <td>14.0</td>\n      <td>26.0</td>\n      <td>16.0</td>\n      <td>43.0</td>\n      <td>60.0</td>\n      <td>67.0</td>\n      <td>86.0</td>\n      <td>49.0</td>\n      <td>22.0</td>\n      <td>76.0</td>\n      <td>41.0</td>\n      <td>78.0</td>\n      <td>12.0</td>\n      <td>34.0</td>\n      <td>19.0</td>\n      <td>11.0</td>\n      <td>70.0</td>\n      <td>11.0</td>\n      <td>70.0</td>\n      <td>27.0</td>\n      <td>12.0</td>\n      <td>18.0</td>\n      <td>86.0</td>\n      <td>92.0</td>\n      <td>78.0</td>\n      <td>88.0</td>\n      <td>89.0</td>\n      <td>€144.5M</td>\n    </tr>\n    <tr>\n      <th>18</th>\n      <td>18</td>\n      <td>192448</td>\n      <td>M. ter Stegen</td>\n      <td>26</td>\n      <td>https://cdn.sofifa.org/players/4/19/192448.png</td>\n      <td>Germany</td>\n      <td>https://cdn.sofifa.org/flags/21.png</td>\n      <td>89</td>\n      <td>92</td>\n      <td>FC Barcelona</td>\n      <td>https://cdn.sofifa.org/teams/2/light/241.png</td>\n      <td>€58M</td>\n      <td>€240K</td>\n      <td>1328</td>\n      <td>Right</td>\n      <td>3.0</td>\n      <td>4.0</td>\n      <td>1.0</td>\n      <td>Medium/ Medium</td>\n      <td>Normal</td>\n      <td>Yes</td>\n      <td>GK</td>\n      <td>22.0</td>\n      <td>Jul 1, 2014</td>\n      <td>NaN</td>\n      <td>2022</td>\n      <td>6'2</td>\n      <td>187lbs</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>15.0</td>\n      <td>14.0</td>\n      <td>11.0</td>\n      <td>36.0</td>\n      <td>14.0</td>\n      <td>17.0</td>\n      <td>18.0</td>\n      <td>12.0</td>\n      <td>42.0</td>\n      <td>18.0</td>\n      <td>38.0</td>\n      <td>50.0</td>\n      <td>37.0</td>\n      <td>85.0</td>\n      <td>43.0</td>\n      <td>22.0</td>\n      <td>79.0</td>\n      <td>35.0</td>\n      <td>79.0</td>\n      <td>10.0</td>\n      <td>43.0</td>\n      <td>22.0</td>\n      <td>11.0</td>\n      <td>69.0</td>\n      <td>25.0</td>\n      <td>69.0</td>\n      <td>25.0</td>\n      <td>13.0</td>\n      <td>10.0</td>\n      <td>87.0</td>\n      <td>85.0</td>\n      <td>88.0</td>\n      <td>85.0</td>\n      <td>90.0</td>\n      <td>€123.3M</td>\n    </tr>\n    <tr>\n      <th>19</th>\n      <td>19</td>\n      <td>192119</td>\n      <td>T. Courtois</td>\n      <td>26</td>\n      <td>https://cdn.sofifa.org/players/4/19/192119.png</td>\n      <td>Belgium</td>\n      <td>https://cdn.sofifa.org/flags/7.png</td>\n      <td>89</td>\n      <td>90</td>\n      <td>Real Madrid</td>\n      <td>https://cdn.sofifa.org/teams/2/light/243.png</td>\n      <td>€53.5M</td>\n      <td>€240K</td>\n      <td>1311</td>\n      <td>Left</td>\n      <td>4.0</td>\n      <td>2.0</td>\n      <td>1.0</td>\n      <td>Medium/ Medium</td>\n      <td>Courtois</td>\n      <td>Yes</td>\n      <td>GK</td>\n      <td>1.0</td>\n      <td>Aug 9, 2018</td>\n      <td>NaN</td>\n      <td>2024</td>\n      <td>6'6</td>\n      <td>212lbs</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>14.0</td>\n      <td>14.0</td>\n      <td>13.0</td>\n      <td>33.0</td>\n      <td>12.0</td>\n      <td>13.0</td>\n      <td>19.0</td>\n      <td>20.0</td>\n      <td>35.0</td>\n      <td>23.0</td>\n      <td>46.0</td>\n      <td>52.0</td>\n      <td>61.0</td>\n      <td>84.0</td>\n      <td>45.0</td>\n      <td>36.0</td>\n      <td>68.0</td>\n      <td>38.0</td>\n      <td>70.0</td>\n      <td>17.0</td>\n      <td>23.0</td>\n      <td>15.0</td>\n      <td>13.0</td>\n      <td>44.0</td>\n      <td>27.0</td>\n      <td>66.0</td>\n      <td>20.0</td>\n      <td>18.0</td>\n      <td>16.0</td>\n      <td>85.0</td>\n      <td>91.0</td>\n      <td>72.0</td>\n      <td>86.0</td>\n      <td>88.0</td>\n      <td>€113.7M</td>\n    </tr>\n    <tr>\n      <th>22</th>\n      <td>22</td>\n      <td>167495</td>\n      <td>M. Neuer</td>\n      <td>32</td>\n      <td>https://cdn.sofifa.org/players/4/19/167495.png</td>\n      <td>Germany</td>\n      <td>https://cdn.sofifa.org/flags/21.png</td>\n      <td>89</td>\n      <td>89</td>\n      <td>FC Bayern München</td>\n      <td>https://cdn.sofifa.org/teams/2/light/21.png</td>\n      <td>€38M</td>\n      <td>€130K</td>\n      <td>1473</td>\n      <td>Right</td>\n      <td>5.0</td>\n      <td>4.0</td>\n      <td>1.0</td>\n      <td>Medium/ Medium</td>\n      <td>Normal</td>\n      <td>Yes</td>\n      <td>GK</td>\n      <td>1.0</td>\n      <td>Jul 1, 2011</td>\n      <td>NaN</td>\n      <td>2021</td>\n      <td>6'4</td>\n      <td>203lbs</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>15.0</td>\n      <td>13.0</td>\n      <td>25.0</td>\n      <td>55.0</td>\n      <td>11.0</td>\n      <td>30.0</td>\n      <td>14.0</td>\n      <td>11.0</td>\n      <td>59.0</td>\n      <td>48.0</td>\n      <td>54.0</td>\n      <td>60.0</td>\n      <td>51.0</td>\n      <td>84.0</td>\n      <td>35.0</td>\n      <td>25.0</td>\n      <td>77.0</td>\n      <td>43.0</td>\n      <td>80.0</td>\n      <td>16.0</td>\n      <td>29.0</td>\n      <td>30.0</td>\n      <td>12.0</td>\n      <td>70.0</td>\n      <td>47.0</td>\n      <td>70.0</td>\n      <td>17.0</td>\n      <td>10.0</td>\n      <td>11.0</td>\n      <td>90.0</td>\n      <td>86.0</td>\n      <td>91.0</td>\n      <td>87.0</td>\n      <td>87.0</td>\n      <td>€62.7M</td>\n    </tr>\n    <tr>\n      <th>37</th>\n      <td>37</td>\n      <td>167948</td>\n      <td>H. Lloris</td>\n      <td>31</td>\n      <td>https://cdn.sofifa.org/players/4/19/167948.png</td>\n      <td>France</td>\n      <td>https://cdn.sofifa.org/flags/18.png</td>\n      <td>88</td>\n      <td>88</td>\n      <td>Tottenham Hotspur</td>\n      <td>https://cdn.sofifa.org/teams/2/light/18.png</td>\n      <td>€36M</td>\n      <td>€150K</td>\n      <td>1335</td>\n      <td>Left</td>\n      <td>4.0</td>\n      <td>1.0</td>\n      <td>1.0</td>\n      <td>Medium/ Medium</td>\n      <td>Lean</td>\n      <td>Yes</td>\n      <td>GK</td>\n      <td>1.0</td>\n      <td>Aug 1, 2012</td>\n      <td>NaN</td>\n      <td>2022</td>\n      <td>6'2</td>\n      <td>181lbs</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>13.0</td>\n      <td>10.0</td>\n      <td>10.0</td>\n      <td>50.0</td>\n      <td>11.0</td>\n      <td>10.0</td>\n      <td>11.0</td>\n      <td>10.0</td>\n      <td>50.0</td>\n      <td>34.0</td>\n      <td>65.0</td>\n      <td>62.0</td>\n      <td>55.0</td>\n      <td>85.0</td>\n      <td>54.0</td>\n      <td>23.0</td>\n      <td>74.0</td>\n      <td>41.0</td>\n      <td>43.0</td>\n      <td>14.0</td>\n      <td>31.0</td>\n      <td>27.0</td>\n      <td>10.0</td>\n      <td>30.0</td>\n      <td>40.0</td>\n      <td>65.0</td>\n      <td>29.0</td>\n      <td>10.0</td>\n      <td>18.0</td>\n      <td>88.0</td>\n      <td>84.0</td>\n      <td>68.0</td>\n      <td>83.0</td>\n      <td>92.0</td>\n      <td>€66.6M</td>\n    </tr>\n    <tr>\n      <th>40</th>\n      <td>40</td>\n      <td>162835</td>\n      <td>S. Handanovič</td>\n      <td>33</td>\n      <td>https://cdn.sofifa.org/players/4/19/162835.png</td>\n      <td>Slovenia</td>\n      <td>https://cdn.sofifa.org/flags/44.png</td>\n      <td>88</td>\n      <td>88</td>\n      <td>Inter</td>\n      <td>https://cdn.sofifa.org/teams/2/light/44.png</td>\n      <td>€30M</td>\n      <td>€110K</td>\n      <td>1262</td>\n      <td>Right</td>\n      <td>3.0</td>\n      <td>2.0</td>\n      <td>1.0</td>\n      <td>Medium/ Medium</td>\n      <td>Normal</td>\n      <td>Yes</td>\n      <td>GK</td>\n      <td>1.0</td>\n      <td>Jul 1, 2012</td>\n      <td>NaN</td>\n      <td>2021</td>\n      <td>6'4</td>\n      <td>203lbs</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>12.0</td>\n      <td>10.0</td>\n      <td>10.0</td>\n      <td>36.0</td>\n      <td>12.0</td>\n      <td>12.0</td>\n      <td>12.0</td>\n      <td>14.0</td>\n      <td>34.0</td>\n      <td>16.0</td>\n      <td>51.0</td>\n      <td>55.0</td>\n      <td>47.0</td>\n      <td>83.0</td>\n      <td>36.0</td>\n      <td>22.0</td>\n      <td>78.0</td>\n      <td>41.0</td>\n      <td>71.0</td>\n      <td>19.0</td>\n      <td>25.0</td>\n      <td>22.0</td>\n      <td>12.0</td>\n      <td>41.0</td>\n      <td>23.0</td>\n      <td>69.0</td>\n      <td>25.0</td>\n      <td>10.0</td>\n      <td>13.0</td>\n      <td>87.0</td>\n      <td>86.0</td>\n      <td>69.0</td>\n      <td>89.0</td>\n      <td>89.0</td>\n      <td>€51M</td>\n    </tr>\n    <tr>\n      <th>41</th>\n      <td>41</td>\n      <td>1179</td>\n      <td>G. Buffon</td>\n      <td>40</td>\n      <td>https://cdn.sofifa.org/players/4/19/1179.png</td>\n      <td>Italy</td>\n      <td>https://cdn.sofifa.org/flags/27.png</td>\n      <td>88</td>\n      <td>88</td>\n      <td>Paris Saint-Germain</td>\n      <td>https://cdn.sofifa.org/teams/2/light/73.png</td>\n      <td>€4M</td>\n      <td>€77K</td>\n      <td>1334</td>\n      <td>Right</td>\n      <td>4.0</td>\n      <td>2.0</td>\n      <td>1.0</td>\n      <td>Medium/ Medium</td>\n      <td>Normal</td>\n      <td>Yes</td>\n      <td>GK</td>\n      <td>1.0</td>\n      <td>Jul 6, 2018</td>\n      <td>NaN</td>\n      <td>2019</td>\n      <td>6'4</td>\n      <td>203lbs</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>13.0</td>\n      <td>15.0</td>\n      <td>13.0</td>\n      <td>37.0</td>\n      <td>17.0</td>\n      <td>26.0</td>\n      <td>20.0</td>\n      <td>13.0</td>\n      <td>35.0</td>\n      <td>28.0</td>\n      <td>49.0</td>\n      <td>43.0</td>\n      <td>55.0</td>\n      <td>79.0</td>\n      <td>49.0</td>\n      <td>39.0</td>\n      <td>75.0</td>\n      <td>39.0</td>\n      <td>69.0</td>\n      <td>13.0</td>\n      <td>38.0</td>\n      <td>28.0</td>\n      <td>12.0</td>\n      <td>50.0</td>\n      <td>22.0</td>\n      <td>70.0</td>\n      <td>13.0</td>\n      <td>11.0</td>\n      <td>11.0</td>\n      <td>88.0</td>\n      <td>87.0</td>\n      <td>74.0</td>\n      <td>90.0</td>\n      <td>83.0</td>\n      <td>€7.4M</td>\n    </tr>\n    <tr>\n      <th>46</th>\n      <td>46</td>\n      <td>193041</td>\n      <td>K. Navas</td>\n      <td>31</td>\n      <td>https://cdn.sofifa.org/players/4/19/193041.png</td>\n      <td>Costa Rica</td>\n      <td>https://cdn.sofifa.org/flags/72.png</td>\n      <td>87</td>\n      <td>87</td>\n      <td>Real Madrid</td>\n      <td>https://cdn.sofifa.org/teams/2/light/243.png</td>\n      <td>€30.5M</td>\n      <td>€195K</td>\n      <td>1345</td>\n      <td>Right</td>\n      <td>3.0</td>\n      <td>3.0</td>\n      <td>1.0</td>\n      <td>Medium/ Medium</td>\n      <td>Normal</td>\n      <td>Yes</td>\n      <td>GK</td>\n      <td>1.0</td>\n      <td>Aug 3, 2014</td>\n      <td>NaN</td>\n      <td>2020</td>\n      <td>6'1</td>\n      <td>176lbs</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>11.0</td>\n      <td>15.0</td>\n      <td>11.0</td>\n      <td>30.0</td>\n      <td>11.0</td>\n      <td>16.0</td>\n      <td>11.0</td>\n      <td>15.0</td>\n      <td>37.0</td>\n      <td>19.0</td>\n      <td>54.0</td>\n      <td>53.0</td>\n      <td>60.0</td>\n      <td>84.0</td>\n      <td>61.0</td>\n      <td>21.0</td>\n      <td>74.0</td>\n      <td>39.0</td>\n      <td>75.0</td>\n      <td>13.0</td>\n      <td>32.0</td>\n      <td>20.0</td>\n      <td>16.0</td>\n      <td>68.0</td>\n      <td>25.0</td>\n      <td>67.0</td>\n      <td>28.0</td>\n      <td>14.0</td>\n      <td>14.0</td>\n      <td>90.0</td>\n      <td>81.0</td>\n      <td>75.0</td>\n      <td>82.0</td>\n      <td>90.0</td>\n      <td>€62.5M</td>\n    </tr>\n    <tr>\n      <th>57</th>\n      <td>57</td>\n      <td>210257</td>\n      <td>Ederson</td>\n      <td>24</td>\n      <td>https://cdn.sofifa.org/players/4/19/210257.png</td>\n      <td>Brazil</td>\n      <td>https://cdn.sofifa.org/flags/54.png</td>\n      <td>86</td>\n      <td>90</td>\n      <td>Manchester City</td>\n      <td>https://cdn.sofifa.org/teams/2/light/10.png</td>\n      <td>€41.5M</td>\n      <td>€125K</td>\n      <td>1463</td>\n      <td>Left</td>\n      <td>2.0</td>\n      <td>3.0</td>\n      <td>1.0</td>\n      <td>Medium/ Medium</td>\n      <td>Normal</td>\n      <td>Yes</td>\n      <td>GK</td>\n      <td>31.0</td>\n      <td>Jul 1, 2017</td>\n      <td>NaN</td>\n      <td>2025</td>\n      <td>6'2</td>\n      <td>190lbs</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>20.0</td>\n      <td>14.0</td>\n      <td>14.0</td>\n      <td>56.0</td>\n      <td>18.0</td>\n      <td>23.0</td>\n      <td>15.0</td>\n      <td>20.0</td>\n      <td>58.0</td>\n      <td>37.0</td>\n      <td>64.0</td>\n      <td>63.0</td>\n      <td>60.0</td>\n      <td>86.0</td>\n      <td>48.0</td>\n      <td>42.0</td>\n      <td>58.0</td>\n      <td>41.0</td>\n      <td>68.0</td>\n      <td>18.0</td>\n      <td>35.0</td>\n      <td>25.0</td>\n      <td>20.0</td>\n      <td>67.0</td>\n      <td>17.0</td>\n      <td>70.0</td>\n      <td>28.0</td>\n      <td>15.0</td>\n      <td>8.0</td>\n      <td>85.0</td>\n      <td>80.0</td>\n      <td>91.0</td>\n      <td>82.0</td>\n      <td>87.0</td>\n      <td>€79.9M</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
     },
     "metadata": {},
     "execution_count": 4
    }
   ],
   "source": [
    "df[df.Position == \"GK\"].head(10)"
   ]
  },
  {
   "source": [
    "- A simple vista, nos puede interesar saber el club, su actual posición, si está cedido o no, su reputación internacional y la validez de su contrato actual. El resto de estadísticas podrían ser útiles, pero pensamos que las antes mencionadas son las que nos harán tener un buen modelo de predicción.\n",
    "\n",
    "- A continuación, miraremos todas las columnas que hemos mencionado anteriormente, y cuántos valores nulos contiene cada una. Dependiendo de esos datos, decidiremos eliminar estas filas de nuestro conjunto de datos."
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "Nº de valores nulos: 241\n"
     ]
    }
   ],
   "source": [
    "print(\"Nº de valores nulos: \" + str(df[df.isna()[\"Club\"]].shape[0]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "      Unnamed: 0      ID          Name  Age  \\\n",
       "452          452  207439    L. Paredes   24   \n",
       "538          538  156713  A. Granqvist   33   \n",
       "568          568  229909      A. Lunev   26   \n",
       "677          677  187347  I. Smolnikov   29   \n",
       "874          874  187607     A. Dzyuba   29   \n",
       "953          953  204341     Luís Neto   30   \n",
       "997          997  223058    D. Kuzyaev   25   \n",
       "1008        1008  183389        G. Sio   29   \n",
       "1120        1120  156092     J. Villar   41   \n",
       "1271        1271  174381    C. Riveros   35   \n",
       "\n",
       "                                               Photo  Nationality  \\\n",
       "452   https://cdn.sofifa.org/players/4/19/207439.png    Argentina   \n",
       "538   https://cdn.sofifa.org/players/4/19/156713.png       Sweden   \n",
       "568   https://cdn.sofifa.org/players/4/19/229909.png       Russia   \n",
       "677   https://cdn.sofifa.org/players/4/19/187347.png       Russia   \n",
       "874   https://cdn.sofifa.org/players/4/19/187607.png       Russia   \n",
       "953   https://cdn.sofifa.org/players/4/19/204341.png     Portugal   \n",
       "997   https://cdn.sofifa.org/players/4/19/223058.png       Russia   \n",
       "1008  https://cdn.sofifa.org/players/4/19/183389.png  Ivory Coast   \n",
       "1120  https://cdn.sofifa.org/players/4/19/156092.png     Paraguay   \n",
       "1271  https://cdn.sofifa.org/players/4/19/174381.png     Paraguay   \n",
       "\n",
       "                                      Flag  Overall  Potential Club  \\\n",
       "452    https://cdn.sofifa.org/flags/52.png       80         85  NaN   \n",
       "538    https://cdn.sofifa.org/flags/46.png       80         80  NaN   \n",
       "568    https://cdn.sofifa.org/flags/40.png       79         81  NaN   \n",
       "677    https://cdn.sofifa.org/flags/40.png       79         79  NaN   \n",
       "874    https://cdn.sofifa.org/flags/40.png       78         78  NaN   \n",
       "953    https://cdn.sofifa.org/flags/38.png       77         77  NaN   \n",
       "997    https://cdn.sofifa.org/flags/40.png       77         80  NaN   \n",
       "1008  https://cdn.sofifa.org/flags/108.png       77         77  NaN   \n",
       "1120   https://cdn.sofifa.org/flags/58.png       77         77  NaN   \n",
       "1271   https://cdn.sofifa.org/flags/58.png       76         76  NaN   \n",
       "\n",
       "                                 Club Logo Value Wage  Special Preferred Foot  \\\n",
       "452    https://cdn.sofifa.org/flags/52.png    €0   €0     2122          Right   \n",
       "538    https://cdn.sofifa.org/flags/46.png    €0   €0     1797          Right   \n",
       "568    https://cdn.sofifa.org/flags/40.png    €0   €0     1217          Right   \n",
       "677    https://cdn.sofifa.org/flags/40.png    €0   €0     2038          Right   \n",
       "874    https://cdn.sofifa.org/flags/40.png    €0   €0     1810          Right   \n",
       "953    https://cdn.sofifa.org/flags/38.png    €0   €0     1749          Right   \n",
       "997    https://cdn.sofifa.org/flags/40.png    €0   €0     2041          Right   \n",
       "1008  https://cdn.sofifa.org/flags/108.png    €0   €0     1933           Left   \n",
       "1120   https://cdn.sofifa.org/flags/58.png    €0   €0     1168          Right   \n",
       "1271   https://cdn.sofifa.org/flags/58.png    €0   €0     2012          Right   \n",
       "\n",
       "      International Reputation  Weak Foot  Skill Moves       Work Rate  \\\n",
       "452                        2.0        4.0          4.0  Medium/ Medium   \n",
       "538                        2.0        4.0          2.0    High/ Medium   \n",
       "568                        1.0        3.0          1.0  Medium/ Medium   \n",
       "677                        2.0        3.0          3.0      High/ High   \n",
       "874                        2.0        3.0          3.0    High/ Medium   \n",
       "953                        1.0        3.0          2.0  Medium/ Medium   \n",
       "997                        1.0        3.0          3.0    Medium/ High   \n",
       "1008                       2.0        3.0          3.0       High/ Low   \n",
       "1120                       2.0        3.0          1.0  Medium/ Medium   \n",
       "1271                       1.0        3.0          3.0  Medium/ Medium   \n",
       "\n",
       "     Body Type Real Face Position  Jersey Number Joined Loaned From  \\\n",
       "452     Normal        No       CM            5.0    NaN         NaN   \n",
       "538     Normal        No      LCB            4.0    NaN         NaN   \n",
       "568     Normal        No       GK           12.0    NaN         NaN   \n",
       "677       Lean        No       RB            2.0    NaN         NaN   \n",
       "874     Stocky        No       ST           22.0    NaN         NaN   \n",
       "953       Lean        No       CB            4.0    NaN         NaN   \n",
       "997       Lean        No       RM            7.0    NaN         NaN   \n",
       "1008    Normal        No       ST           21.0    NaN         NaN   \n",
       "1120    Normal        No       GK            1.0    NaN         NaN   \n",
       "1271    Normal        No      CAM           16.0    NaN         NaN   \n",
       "\n",
       "     Contract Valid Until Height  Weight    LS    ST    RS    LW    LF    CF  \\\n",
       "452                   NaN   5'11  165lbs  71+2  71+2  71+2  75+2  75+2  75+2   \n",
       "538                   NaN    6'4  185lbs  62+2  62+2  62+2  56+2  58+2  58+2   \n",
       "568                   NaN    6'2  176lbs   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "677                   NaN   5'10  154lbs  70+2  70+2  70+2  73+2  72+2  72+2   \n",
       "874                   NaN    6'5  201lbs  77+2  77+2  77+2  71+2  74+2  74+2   \n",
       "953                   NaN    6'2  157lbs  52+2  52+2  52+2  51+2  51+2  51+2   \n",
       "997                   NaN    6'0  163lbs  70+2  70+2  70+2  74+2  74+2  74+2   \n",
       "1008                  NaN   5'11  176lbs  75+2  75+2  75+2  75+2  75+2  75+2   \n",
       "1120                  NaN   5'11  187lbs   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1271                  NaN   5'10  163lbs  70+2  70+2  70+2  71+2  71+2  71+2   \n",
       "\n",
       "        RF    RW   LAM   CAM   RAM    LM   LCM    CM   RCM    RM   LWB   LDM  \\\n",
       "452   75+2  75+2  77+2  77+2  77+2  76+2  79+2  79+2  79+2  76+2  75+2  77+2   \n",
       "538   58+2  56+2  58+2  58+2  58+2  57+2  64+2  64+2  64+2  57+2  68+2  74+2   \n",
       "568    NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "677   72+2  73+2  73+2  73+2  73+2  75+2  74+2  74+2  74+2  75+2  78+2  75+2   \n",
       "874   74+2  71+2  71+2  71+2  71+2  71+2  66+2  66+2  66+2  71+2  52+2  52+2   \n",
       "953   51+2  51+2  54+2  54+2  54+2  54+2  61+2  61+2  61+2  54+2  67+2  72+2   \n",
       "997   74+2  74+2  75+2  75+2  75+2  75+2  75+2  75+2  75+2  75+2  75+2  75+2   \n",
       "1008  75+2  75+2  74+2  74+2  74+2  74+2  67+2  67+2  67+2  74+2  53+2  52+2   \n",
       "1120   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1271  71+2  71+2  73+2  73+2  73+2  72+2  74+2  74+2  74+2  72+2  69+2  71+2   \n",
       "\n",
       "       CDM   RDM   RWB    LB   LCB    CB   RCB    RB  Crossing  Finishing  \\\n",
       "452   77+2  77+2  75+2  74+2  72+2  72+2  72+2  74+2      76.0       55.0   \n",
       "538   74+2  74+2  68+2  70+2  79+2  79+2  79+2  70+2      49.0       51.0   \n",
       "568    NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN      16.0       14.0   \n",
       "677   75+2  75+2  78+2  78+2  73+2  73+2  73+2  78+2      73.0       61.0   \n",
       "874   52+2  52+2  52+2  48+2  48+2  48+2  48+2  48+2      61.0       79.0   \n",
       "953   72+2  72+2  67+2  69+2  75+2  75+2  75+2  69+2      42.0       33.0   \n",
       "997   75+2  75+2  75+2  74+2  70+2  70+2  70+2  74+2      67.0       64.0   \n",
       "1008  52+2  52+2  53+2  50+2  46+2  46+2  46+2  50+2      68.0       77.0   \n",
       "1120   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN      14.0       12.0   \n",
       "1271  71+2  71+2  69+2  68+2  67+2  67+2  67+2  68+2      74.0       69.0   \n",
       "\n",
       "      HeadingAccuracy  ShortPassing  Volleys  Dribbling  Curve  FKAccuracy  \\\n",
       "452              60.0          84.0     73.0       78.0   79.0        78.0   \n",
       "538              81.0          73.0     37.0       49.0   36.0        40.0   \n",
       "568              17.0          25.0     13.0       15.0   18.0        17.0   \n",
       "677              69.0          79.0     57.0       72.0   49.0        46.0   \n",
       "874              86.0          71.0     74.0       71.0   64.0        60.0   \n",
       "953              80.0          72.0     40.0       49.0   52.0        43.0   \n",
       "997              51.0          82.0     57.0       78.0   60.0        61.0   \n",
       "1008             71.0          73.0     73.0       76.0   73.0        69.0   \n",
       "1120             12.0          30.0      8.0       21.0   15.0        22.0   \n",
       "1271             70.0          81.0     64.0       69.0   67.0        68.0   \n",
       "\n",
       "      LongPassing  BallControl  Acceleration  SprintSpeed  Agility  Reactions  \\\n",
       "452          82.0         82.0          75.0         69.0     77.0       74.0   \n",
       "538          67.0         63.0          46.0         49.0     55.0       76.0   \n",
       "568          32.0         17.0          58.0         54.0     36.0       76.0   \n",
       "677          75.0         72.0          84.0         90.0     80.0       75.0   \n",
       "874          55.0         77.0          66.0         65.0     50.0       75.0   \n",
       "953          77.0         48.0          57.0         59.0     69.0       78.0   \n",
       "997          75.0         79.0          78.0         81.0     80.0       73.0   \n",
       "1008         67.0         76.0          78.0         85.0     79.0       71.0   \n",
       "1120         22.0         24.0          31.0         32.0     50.0       73.0   \n",
       "1271         77.0         76.0          60.0         53.0     79.0       72.0   \n",
       "\n",
       "      Balance  ShotPower  Jumping  Stamina  Strength  LongShots  Aggression  \\\n",
       "452      77.0       82.0     61.0     79.0      69.0       80.0        79.0   \n",
       "538      36.0       74.0     64.0     67.0      83.0       59.0        81.0   \n",
       "568      50.0       24.0     60.0     27.0      70.0       13.0        26.0   \n",
       "677      76.0       67.0     85.0     93.0      68.0       57.0        65.0   \n",
       "874      32.0       78.0     63.0     77.0      93.0       68.0        75.0   \n",
       "953      61.0       42.0     79.0     72.0      72.0       37.0        76.0   \n",
       "997      76.0       76.0     60.0     79.0      59.0       74.0        70.0   \n",
       "1008     73.0       77.0     70.0     78.0      74.0       74.0        77.0   \n",
       "1120     68.0       29.0     56.0     22.0      62.0       16.0        22.0   \n",
       "1271     70.0       71.0     65.0     75.0      62.0       71.0        72.0   \n",
       "\n",
       "      Interceptions  Positioning  Vision  Penalties  Composure  Marking  \\\n",
       "452            72.0         74.0    82.0       57.0       74.0     73.0   \n",
       "538            82.0         54.0    49.0       79.0       78.0     82.0   \n",
       "568            20.0         11.0    63.0       15.0       69.0     18.0   \n",
       "677            71.0         77.0    72.0       41.0       73.0     76.0   \n",
       "874            30.0         78.0    73.0       77.0       70.0     21.0   \n",
       "953            78.0         44.0    46.0       47.0       72.0     80.0   \n",
       "997            74.0         71.0    70.0       63.0       64.0     71.0   \n",
       "1008           18.0         76.0    73.0       72.0       72.0     40.0   \n",
       "1120           22.0         14.0    51.0       21.0       55.0     13.0   \n",
       "1271           65.0         76.0    77.0       71.0       80.0     76.0   \n",
       "\n",
       "      StandingTackle  SlidingTackle  GKDiving  GKHandling  GKKicking  \\\n",
       "452             75.0           72.0       9.0        14.0        6.0   \n",
       "538             83.0           79.0       7.0         9.0       12.0   \n",
       "568             20.0           12.0      80.0        73.0       65.0   \n",
       "677             76.0           80.0       7.0        12.0       10.0   \n",
       "874             15.0           19.0      15.0        12.0       11.0   \n",
       "953             77.0           78.0      10.0        15.0       13.0   \n",
       "997             77.0           76.0      15.0        16.0       13.0   \n",
       "1008            18.0           12.0      15.0         9.0       10.0   \n",
       "1120            13.0           14.0      75.0        75.0       74.0   \n",
       "1271            61.0           62.0       9.0        13.0        6.0   \n",
       "\n",
       "      GKPositioning  GKReflexes Release Clause  \n",
       "452             9.0        10.0            NaN  \n",
       "538            10.0        15.0            NaN  \n",
       "568            77.0        85.0            NaN  \n",
       "677             8.0        15.0            NaN  \n",
       "874            11.0         8.0            NaN  \n",
       "953            15.0         8.0            NaN  \n",
       "997             7.0         8.0            NaN  \n",
       "1008           15.0        16.0            NaN  \n",
       "1120           78.0        77.0            NaN  \n",
       "1271           16.0        15.0            NaN  "
      ],
      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Unnamed: 0</th>\n      <th>ID</th>\n      <th>Name</th>\n      <th>Age</th>\n      <th>Photo</th>\n      <th>Nationality</th>\n      <th>Flag</th>\n      <th>Overall</th>\n      <th>Potential</th>\n      <th>Club</th>\n      <th>Club Logo</th>\n      <th>Value</th>\n      <th>Wage</th>\n      <th>Special</th>\n      <th>Preferred Foot</th>\n      <th>International Reputation</th>\n      <th>Weak Foot</th>\n      <th>Skill Moves</th>\n      <th>Work Rate</th>\n      <th>Body Type</th>\n      <th>Real Face</th>\n      <th>Position</th>\n      <th>Jersey Number</th>\n      <th>Joined</th>\n      <th>Loaned From</th>\n      <th>Contract Valid Until</th>\n      <th>Height</th>\n      <th>Weight</th>\n      <th>LS</th>\n      <th>ST</th>\n      <th>RS</th>\n      <th>LW</th>\n      <th>LF</th>\n      <th>CF</th>\n      <th>RF</th>\n      <th>RW</th>\n      <th>LAM</th>\n      <th>CAM</th>\n      <th>RAM</th>\n      <th>LM</th>\n      <th>LCM</th>\n      <th>CM</th>\n      <th>RCM</th>\n      <th>RM</th>\n      <th>LWB</th>\n      <th>LDM</th>\n      <th>CDM</th>\n      <th>RDM</th>\n      <th>RWB</th>\n      <th>LB</th>\n      <th>LCB</th>\n      <th>CB</th>\n      <th>RCB</th>\n      <th>RB</th>\n      <th>Crossing</th>\n      <th>Finishing</th>\n      <th>HeadingAccuracy</th>\n      <th>ShortPassing</th>\n      <th>Volleys</th>\n      <th>Dribbling</th>\n      <th>Curve</th>\n      <th>FKAccuracy</th>\n      <th>LongPassing</th>\n      <th>BallControl</th>\n      <th>Acceleration</th>\n      <th>SprintSpeed</th>\n      <th>Agility</th>\n      <th>Reactions</th>\n      <th>Balance</th>\n      <th>ShotPower</th>\n      <th>Jumping</th>\n      <th>Stamina</th>\n      <th>Strength</th>\n      <th>LongShots</th>\n      <th>Aggression</th>\n      <th>Interceptions</th>\n      <th>Positioning</th>\n      <th>Vision</th>\n      <th>Penalties</th>\n      <th>Composure</th>\n      <th>Marking</th>\n      <th>StandingTackle</th>\n      <th>SlidingTackle</th>\n      <th>GKDiving</th>\n      <th>GKHandling</th>\n      <th>GKKicking</th>\n      <th>GKPositioning</th>\n      <th>GKReflexes</th>\n      <th>Release Clause</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>452</th>\n      <td>452</td>\n      <td>207439</td>\n      <td>L. Paredes</td>\n      <td>24</td>\n      <td>https://cdn.sofifa.org/players/4/19/207439.png</td>\n      <td>Argentina</td>\n      <td>https://cdn.sofifa.org/flags/52.png</td>\n      <td>80</td>\n      <td>85</td>\n      <td>NaN</td>\n      <td>https://cdn.sofifa.org/flags/52.png</td>\n      <td>€0</td>\n      <td>€0</td>\n      <td>2122</td>\n      <td>Right</td>\n      <td>2.0</td>\n      <td>4.0</td>\n      <td>4.0</td>\n      <td>Medium/ Medium</td>\n      <td>Normal</td>\n      <td>No</td>\n      <td>CM</td>\n      <td>5.0</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>5'11</td>\n      <td>165lbs</td>\n      <td>71+2</td>\n      <td>71+2</td>\n      <td>71+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>77+2</td>\n      <td>77+2</td>\n      <td>77+2</td>\n      <td>76+2</td>\n      <td>79+2</td>\n      <td>79+2</td>\n      <td>79+2</td>\n      <td>76+2</td>\n      <td>75+2</td>\n      <td>77+2</td>\n      <td>77+2</td>\n      <td>77+2</td>\n      <td>75+2</td>\n      <td>74+2</td>\n      <td>72+2</td>\n      <td>72+2</td>\n      <td>72+2</td>\n      <td>74+2</td>\n      <td>76.0</td>\n      <td>55.0</td>\n      <td>60.0</td>\n      <td>84.0</td>\n      <td>73.0</td>\n      <td>78.0</td>\n      <td>79.0</td>\n      <td>78.0</td>\n      <td>82.0</td>\n      <td>82.0</td>\n      <td>75.0</td>\n      <td>69.0</td>\n      <td>77.0</td>\n      <td>74.0</td>\n      <td>77.0</td>\n      <td>82.0</td>\n      <td>61.0</td>\n      <td>79.0</td>\n      <td>69.0</td>\n      <td>80.0</td>\n      <td>79.0</td>\n      <td>72.0</td>\n      <td>74.0</td>\n      <td>82.0</td>\n      <td>57.0</td>\n      <td>74.0</td>\n      <td>73.0</td>\n      <td>75.0</td>\n      <td>72.0</td>\n      <td>9.0</td>\n      <td>14.0</td>\n      <td>6.0</td>\n      <td>9.0</td>\n      <td>10.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>538</th>\n      <td>538</td>\n      <td>156713</td>\n      <td>A. Granqvist</td>\n      <td>33</td>\n      <td>https://cdn.sofifa.org/players/4/19/156713.png</td>\n      <td>Sweden</td>\n      <td>https://cdn.sofifa.org/flags/46.png</td>\n      <td>80</td>\n      <td>80</td>\n      <td>NaN</td>\n      <td>https://cdn.sofifa.org/flags/46.png</td>\n      <td>€0</td>\n      <td>€0</td>\n      <td>1797</td>\n      <td>Right</td>\n      <td>2.0</td>\n      <td>4.0</td>\n      <td>2.0</td>\n      <td>High/ Medium</td>\n      <td>Normal</td>\n      <td>No</td>\n      <td>LCB</td>\n      <td>4.0</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>6'4</td>\n      <td>185lbs</td>\n      <td>62+2</td>\n      <td>62+2</td>\n      <td>62+2</td>\n      <td>56+2</td>\n      <td>58+2</td>\n      <td>58+2</td>\n      <td>58+2</td>\n      <td>56+2</td>\n      <td>58+2</td>\n      <td>58+2</td>\n      <td>58+2</td>\n      <td>57+2</td>\n      <td>64+2</td>\n      <td>64+2</td>\n      <td>64+2</td>\n      <td>57+2</td>\n      <td>68+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>68+2</td>\n      <td>70+2</td>\n      <td>79+2</td>\n      <td>79+2</td>\n      <td>79+2</td>\n      <td>70+2</td>\n      <td>49.0</td>\n      <td>51.0</td>\n      <td>81.0</td>\n      <td>73.0</td>\n      <td>37.0</td>\n      <td>49.0</td>\n      <td>36.0</td>\n      <td>40.0</td>\n      <td>67.0</td>\n      <td>63.0</td>\n      <td>46.0</td>\n      <td>49.0</td>\n      <td>55.0</td>\n      <td>76.0</td>\n      <td>36.0</td>\n      <td>74.0</td>\n      <td>64.0</td>\n      <td>67.0</td>\n      <td>83.0</td>\n      <td>59.0</td>\n      <td>81.0</td>\n      <td>82.0</td>\n      <td>54.0</td>\n      <td>49.0</td>\n      <td>79.0</td>\n      <td>78.0</td>\n      <td>82.0</td>\n      <td>83.0</td>\n      <td>79.0</td>\n      <td>7.0</td>\n      <td>9.0</td>\n      <td>12.0</td>\n      <td>10.0</td>\n      <td>15.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>568</th>\n      <td>568</td>\n      <td>229909</td>\n      <td>A. Lunev</td>\n      <td>26</td>\n      <td>https://cdn.sofifa.org/players/4/19/229909.png</td>\n      <td>Russia</td>\n      <td>https://cdn.sofifa.org/flags/40.png</td>\n      <td>79</td>\n      <td>81</td>\n      <td>NaN</td>\n      <td>https://cdn.sofifa.org/flags/40.png</td>\n      <td>€0</td>\n      <td>€0</td>\n      <td>1217</td>\n      <td>Right</td>\n      <td>1.0</td>\n      <td>3.0</td>\n      <td>1.0</td>\n      <td>Medium/ Medium</td>\n      <td>Normal</td>\n      <td>No</td>\n      <td>GK</td>\n      <td>12.0</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>6'2</td>\n      <td>176lbs</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>16.0</td>\n      <td>14.0</td>\n      <td>17.0</td>\n      <td>25.0</td>\n      <td>13.0</td>\n      <td>15.0</td>\n      <td>18.0</td>\n      <td>17.0</td>\n      <td>32.0</td>\n      <td>17.0</td>\n      <td>58.0</td>\n      <td>54.0</td>\n      <td>36.0</td>\n      <td>76.0</td>\n      <td>50.0</td>\n      <td>24.0</td>\n      <td>60.0</td>\n      <td>27.0</td>\n      <td>70.0</td>\n      <td>13.0</td>\n      <td>26.0</td>\n      <td>20.0</td>\n      <td>11.0</td>\n      <td>63.0</td>\n      <td>15.0</td>\n      <td>69.0</td>\n      <td>18.0</td>\n      <td>20.0</td>\n      <td>12.0</td>\n      <td>80.0</td>\n      <td>73.0</td>\n      <td>65.0</td>\n      <td>77.0</td>\n      <td>85.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>677</th>\n      <td>677</td>\n      <td>187347</td>\n      <td>I. Smolnikov</td>\n      <td>29</td>\n      <td>https://cdn.sofifa.org/players/4/19/187347.png</td>\n      <td>Russia</td>\n      <td>https://cdn.sofifa.org/flags/40.png</td>\n      <td>79</td>\n      <td>79</td>\n      <td>NaN</td>\n      <td>https://cdn.sofifa.org/flags/40.png</td>\n      <td>€0</td>\n      <td>€0</td>\n      <td>2038</td>\n      <td>Right</td>\n      <td>2.0</td>\n      <td>3.0</td>\n      <td>3.0</td>\n      <td>High/ High</td>\n      <td>Lean</td>\n      <td>No</td>\n      <td>RB</td>\n      <td>2.0</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>5'10</td>\n      <td>154lbs</td>\n      <td>70+2</td>\n      <td>70+2</td>\n      <td>70+2</td>\n      <td>73+2</td>\n      <td>72+2</td>\n      <td>72+2</td>\n      <td>72+2</td>\n      <td>73+2</td>\n      <td>73+2</td>\n      <td>73+2</td>\n      <td>73+2</td>\n      <td>75+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>75+2</td>\n      <td>78+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>78+2</td>\n      <td>78+2</td>\n      <td>73+2</td>\n      <td>73+2</td>\n      <td>73+2</td>\n      <td>78+2</td>\n      <td>73.0</td>\n      <td>61.0</td>\n      <td>69.0</td>\n      <td>79.0</td>\n      <td>57.0</td>\n      <td>72.0</td>\n      <td>49.0</td>\n      <td>46.0</td>\n      <td>75.0</td>\n      <td>72.0</td>\n      <td>84.0</td>\n      <td>90.0</td>\n      <td>80.0</td>\n      <td>75.0</td>\n      <td>76.0</td>\n      <td>67.0</td>\n      <td>85.0</td>\n      <td>93.0</td>\n      <td>68.0</td>\n      <td>57.0</td>\n      <td>65.0</td>\n      <td>71.0</td>\n      <td>77.0</td>\n      <td>72.0</td>\n      <td>41.0</td>\n      <td>73.0</td>\n      <td>76.0</td>\n      <td>76.0</td>\n      <td>80.0</td>\n      <td>7.0</td>\n      <td>12.0</td>\n      <td>10.0</td>\n      <td>8.0</td>\n      <td>15.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>874</th>\n      <td>874</td>\n      <td>187607</td>\n      <td>A. Dzyuba</td>\n      <td>29</td>\n      <td>https://cdn.sofifa.org/players/4/19/187607.png</td>\n      <td>Russia</td>\n      <td>https://cdn.sofifa.org/flags/40.png</td>\n      <td>78</td>\n      <td>78</td>\n      <td>NaN</td>\n      <td>https://cdn.sofifa.org/flags/40.png</td>\n      <td>€0</td>\n      <td>€0</td>\n      <td>1810</td>\n      <td>Right</td>\n      <td>2.0</td>\n      <td>3.0</td>\n      <td>3.0</td>\n      <td>High/ Medium</td>\n      <td>Stocky</td>\n      <td>No</td>\n      <td>ST</td>\n      <td>22.0</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>6'5</td>\n      <td>201lbs</td>\n      <td>77+2</td>\n      <td>77+2</td>\n      <td>77+2</td>\n      <td>71+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>71+2</td>\n      <td>71+2</td>\n      <td>71+2</td>\n      <td>71+2</td>\n      <td>71+2</td>\n      <td>66+2</td>\n      <td>66+2</td>\n      <td>66+2</td>\n      <td>71+2</td>\n      <td>52+2</td>\n      <td>52+2</td>\n      <td>52+2</td>\n      <td>52+2</td>\n      <td>52+2</td>\n      <td>48+2</td>\n      <td>48+2</td>\n      <td>48+2</td>\n      <td>48+2</td>\n      <td>48+2</td>\n      <td>61.0</td>\n      <td>79.0</td>\n      <td>86.0</td>\n      <td>71.0</td>\n      <td>74.0</td>\n      <td>71.0</td>\n      <td>64.0</td>\n      <td>60.0</td>\n      <td>55.0</td>\n      <td>77.0</td>\n      <td>66.0</td>\n      <td>65.0</td>\n      <td>50.0</td>\n      <td>75.0</td>\n      <td>32.0</td>\n      <td>78.0</td>\n      <td>63.0</td>\n      <td>77.0</td>\n      <td>93.0</td>\n      <td>68.0</td>\n      <td>75.0</td>\n      <td>30.0</td>\n      <td>78.0</td>\n      <td>73.0</td>\n      <td>77.0</td>\n      <td>70.0</td>\n      <td>21.0</td>\n      <td>15.0</td>\n      <td>19.0</td>\n      <td>15.0</td>\n      <td>12.0</td>\n      <td>11.0</td>\n      <td>11.0</td>\n      <td>8.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>953</th>\n      <td>953</td>\n      <td>204341</td>\n      <td>Luís Neto</td>\n      <td>30</td>\n      <td>https://cdn.sofifa.org/players/4/19/204341.png</td>\n      <td>Portugal</td>\n      <td>https://cdn.sofifa.org/flags/38.png</td>\n      <td>77</td>\n      <td>77</td>\n      <td>NaN</td>\n      <td>https://cdn.sofifa.org/flags/38.png</td>\n      <td>€0</td>\n      <td>€0</td>\n      <td>1749</td>\n      <td>Right</td>\n      <td>1.0</td>\n      <td>3.0</td>\n      <td>2.0</td>\n      <td>Medium/ Medium</td>\n      <td>Lean</td>\n      <td>No</td>\n      <td>CB</td>\n      <td>4.0</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>6'2</td>\n      <td>157lbs</td>\n      <td>52+2</td>\n      <td>52+2</td>\n      <td>52+2</td>\n      <td>51+2</td>\n      <td>51+2</td>\n      <td>51+2</td>\n      <td>51+2</td>\n      <td>51+2</td>\n      <td>54+2</td>\n      <td>54+2</td>\n      <td>54+2</td>\n      <td>54+2</td>\n      <td>61+2</td>\n      <td>61+2</td>\n      <td>61+2</td>\n      <td>54+2</td>\n      <td>67+2</td>\n      <td>72+2</td>\n      <td>72+2</td>\n      <td>72+2</td>\n      <td>67+2</td>\n      <td>69+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>69+2</td>\n      <td>42.0</td>\n      <td>33.0</td>\n      <td>80.0</td>\n      <td>72.0</td>\n      <td>40.0</td>\n      <td>49.0</td>\n      <td>52.0</td>\n      <td>43.0</td>\n      <td>77.0</td>\n      <td>48.0</td>\n      <td>57.0</td>\n      <td>59.0</td>\n      <td>69.0</td>\n      <td>78.0</td>\n      <td>61.0</td>\n      <td>42.0</td>\n      <td>79.0</td>\n      <td>72.0</td>\n      <td>72.0</td>\n      <td>37.0</td>\n      <td>76.0</td>\n      <td>78.0</td>\n      <td>44.0</td>\n      <td>46.0</td>\n      <td>47.0</td>\n      <td>72.0</td>\n      <td>80.0</td>\n      <td>77.0</td>\n      <td>78.0</td>\n      <td>10.0</td>\n      <td>15.0</td>\n      <td>13.0</td>\n      <td>15.0</td>\n      <td>8.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>997</th>\n      <td>997</td>\n      <td>223058</td>\n      <td>D. Kuzyaev</td>\n      <td>25</td>\n      <td>https://cdn.sofifa.org/players/4/19/223058.png</td>\n      <td>Russia</td>\n      <td>https://cdn.sofifa.org/flags/40.png</td>\n      <td>77</td>\n      <td>80</td>\n      <td>NaN</td>\n      <td>https://cdn.sofifa.org/flags/40.png</td>\n      <td>€0</td>\n      <td>€0</td>\n      <td>2041</td>\n      <td>Right</td>\n      <td>1.0</td>\n      <td>3.0</td>\n      <td>3.0</td>\n      <td>Medium/ High</td>\n      <td>Lean</td>\n      <td>No</td>\n      <td>RM</td>\n      <td>7.0</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>6'0</td>\n      <td>163lbs</td>\n      <td>70+2</td>\n      <td>70+2</td>\n      <td>70+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>74+2</td>\n      <td>70+2</td>\n      <td>70+2</td>\n      <td>70+2</td>\n      <td>74+2</td>\n      <td>67.0</td>\n      <td>64.0</td>\n      <td>51.0</td>\n      <td>82.0</td>\n      <td>57.0</td>\n      <td>78.0</td>\n      <td>60.0</td>\n      <td>61.0</td>\n      <td>75.0</td>\n      <td>79.0</td>\n      <td>78.0</td>\n      <td>81.0</td>\n      <td>80.0</td>\n      <td>73.0</td>\n      <td>76.0</td>\n      <td>76.0</td>\n      <td>60.0</td>\n      <td>79.0</td>\n      <td>59.0</td>\n      <td>74.0</td>\n      <td>70.0</td>\n      <td>74.0</td>\n      <td>71.0</td>\n      <td>70.0</td>\n      <td>63.0</td>\n      <td>64.0</td>\n      <td>71.0</td>\n      <td>77.0</td>\n      <td>76.0</td>\n      <td>15.0</td>\n      <td>16.0</td>\n      <td>13.0</td>\n      <td>7.0</td>\n      <td>8.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>1008</th>\n      <td>1008</td>\n      <td>183389</td>\n      <td>G. Sio</td>\n      <td>29</td>\n      <td>https://cdn.sofifa.org/players/4/19/183389.png</td>\n      <td>Ivory Coast</td>\n      <td>https://cdn.sofifa.org/flags/108.png</td>\n      <td>77</td>\n      <td>77</td>\n      <td>NaN</td>\n      <td>https://cdn.sofifa.org/flags/108.png</td>\n      <td>€0</td>\n      <td>€0</td>\n      <td>1933</td>\n      <td>Left</td>\n      <td>2.0</td>\n      <td>3.0</td>\n      <td>3.0</td>\n      <td>High/ Low</td>\n      <td>Normal</td>\n      <td>No</td>\n      <td>ST</td>\n      <td>21.0</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>5'11</td>\n      <td>176lbs</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>67+2</td>\n      <td>67+2</td>\n      <td>67+2</td>\n      <td>74+2</td>\n      <td>53+2</td>\n      <td>52+2</td>\n      <td>52+2</td>\n      <td>52+2</td>\n      <td>53+2</td>\n      <td>50+2</td>\n      <td>46+2</td>\n      <td>46+2</td>\n      <td>46+2</td>\n      <td>50+2</td>\n      <td>68.0</td>\n      <td>77.0</td>\n      <td>71.0</td>\n      <td>73.0</td>\n      <td>73.0</td>\n      <td>76.0</td>\n      <td>73.0</td>\n      <td>69.0</td>\n      <td>67.0</td>\n      <td>76.0</td>\n      <td>78.0</td>\n      <td>85.0</td>\n      <td>79.0</td>\n      <td>71.0</td>\n      <td>73.0</td>\n      <td>77.0</td>\n      <td>70.0</td>\n      <td>78.0</td>\n      <td>74.0</td>\n      <td>74.0</td>\n      <td>77.0</td>\n      <td>18.0</td>\n      <td>76.0</td>\n      <td>73.0</td>\n      <td>72.0</td>\n      <td>72.0</td>\n      <td>40.0</td>\n      <td>18.0</td>\n      <td>12.0</td>\n      <td>15.0</td>\n      <td>9.0</td>\n      <td>10.0</td>\n      <td>15.0</td>\n      <td>16.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>1120</th>\n      <td>1120</td>\n      <td>156092</td>\n      <td>J. Villar</td>\n      <td>41</td>\n      <td>https://cdn.sofifa.org/players/4/19/156092.png</td>\n      <td>Paraguay</td>\n      <td>https://cdn.sofifa.org/flags/58.png</td>\n      <td>77</td>\n      <td>77</td>\n      <td>NaN</td>\n      <td>https://cdn.sofifa.org/flags/58.png</td>\n      <td>€0</td>\n      <td>€0</td>\n      <td>1168</td>\n      <td>Right</td>\n      <td>2.0</td>\n      <td>3.0</td>\n      <td>1.0</td>\n      <td>Medium/ Medium</td>\n      <td>Normal</td>\n      <td>No</td>\n      <td>GK</td>\n      <td>1.0</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>5'11</td>\n      <td>187lbs</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>14.0</td>\n      <td>12.0</td>\n      <td>12.0</td>\n      <td>30.0</td>\n      <td>8.0</td>\n      <td>21.0</td>\n      <td>15.0</td>\n      <td>22.0</td>\n      <td>22.0</td>\n      <td>24.0</td>\n      <td>31.0</td>\n      <td>32.0</td>\n      <td>50.0</td>\n      <td>73.0</td>\n      <td>68.0</td>\n      <td>29.0</td>\n      <td>56.0</td>\n      <td>22.0</td>\n      <td>62.0</td>\n      <td>16.0</td>\n      <td>22.0</td>\n      <td>22.0</td>\n      <td>14.0</td>\n      <td>51.0</td>\n      <td>21.0</td>\n      <td>55.0</td>\n      <td>13.0</td>\n      <td>13.0</td>\n      <td>14.0</td>\n      <td>75.0</td>\n      <td>75.0</td>\n      <td>74.0</td>\n      <td>78.0</td>\n      <td>77.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>1271</th>\n      <td>1271</td>\n      <td>174381</td>\n      <td>C. Riveros</td>\n      <td>35</td>\n      <td>https://cdn.sofifa.org/players/4/19/174381.png</td>\n      <td>Paraguay</td>\n      <td>https://cdn.sofifa.org/flags/58.png</td>\n      <td>76</td>\n      <td>76</td>\n      <td>NaN</td>\n      <td>https://cdn.sofifa.org/flags/58.png</td>\n      <td>€0</td>\n      <td>€0</td>\n      <td>2012</td>\n      <td>Right</td>\n      <td>1.0</td>\n      <td>3.0</td>\n      <td>3.0</td>\n      <td>Medium/ Medium</td>\n      <td>Normal</td>\n      <td>No</td>\n      <td>CAM</td>\n      <td>16.0</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>5'10</td>\n      <td>163lbs</td>\n      <td>70+2</td>\n      <td>70+2</td>\n      <td>70+2</td>\n      <td>71+2</td>\n      <td>71+2</td>\n      <td>71+2</td>\n      <td>71+2</td>\n      <td>71+2</td>\n      <td>73+2</td>\n      <td>73+2</td>\n      <td>73+2</td>\n      <td>72+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>72+2</td>\n      <td>69+2</td>\n      <td>71+2</td>\n      <td>71+2</td>\n      <td>71+2</td>\n      <td>69+2</td>\n      <td>68+2</td>\n      <td>67+2</td>\n      <td>67+2</td>\n      <td>67+2</td>\n      <td>68+2</td>\n      <td>74.0</td>\n      <td>69.0</td>\n      <td>70.0</td>\n      <td>81.0</td>\n      <td>64.0</td>\n      <td>69.0</td>\n      <td>67.0</td>\n      <td>68.0</td>\n      <td>77.0</td>\n      <td>76.0</td>\n      <td>60.0</td>\n      <td>53.0</td>\n      <td>79.0</td>\n      <td>72.0</td>\n      <td>70.0</td>\n      <td>71.0</td>\n      <td>65.0</td>\n      <td>75.0</td>\n      <td>62.0</td>\n      <td>71.0</td>\n      <td>72.0</td>\n      <td>65.0</td>\n      <td>76.0</td>\n      <td>77.0</td>\n      <td>71.0</td>\n      <td>80.0</td>\n      <td>76.0</td>\n      <td>61.0</td>\n      <td>62.0</td>\n      <td>9.0</td>\n      <td>13.0</td>\n      <td>6.0</td>\n      <td>16.0</td>\n      <td>15.0</td>\n      <td>NaN</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
     },
     "metadata": {},
     "execution_count": 6
    }
   ],
   "source": [
    "df[df.isna()[\"Club\"]].head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "Nº de valores nulos: 60\n"
     ]
    }
   ],
   "source": [
    "print(\"Nº de valores nulos: \" + str(df[df.isna()[\"Position\"]].shape[0]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "       Unnamed: 0      ID          Name  Age  \\\n",
       "5018         5018  153160     R. Raldes   37   \n",
       "6736         6736  175393       J. Arce   33   \n",
       "7922         7922  195905  L. Gutiérrez   33   \n",
       "9905         9905  226044     R. Vargas   23   \n",
       "10628       10628  216751   D. Bejarano   26   \n",
       "13236       13236  177971    J. McNulty   33   \n",
       "13237       13237  195380    J. Barrera   29   \n",
       "13238       13238  139317      J. Stead   35   \n",
       "13239       13239  240437   A. Semprini   20   \n",
       "13240       13240  209462    R. Bingham   24   \n",
       "\n",
       "                                                Photo Nationality  \\\n",
       "5018   https://cdn.sofifa.org/players/4/19/153160.png     Bolivia   \n",
       "6736   https://cdn.sofifa.org/players/4/19/175393.png     Bolivia   \n",
       "7922   https://cdn.sofifa.org/players/4/19/195905.png     Bolivia   \n",
       "9905   https://cdn.sofifa.org/players/4/19/226044.png     Bolivia   \n",
       "10628  https://cdn.sofifa.org/players/4/19/216751.png     Bolivia   \n",
       "13236  https://cdn.sofifa.org/players/4/19/177971.png    Scotland   \n",
       "13237  https://cdn.sofifa.org/players/4/19/195380.png   Nicaragua   \n",
       "13238  https://cdn.sofifa.org/players/4/19/139317.png     England   \n",
       "13239  https://cdn.sofifa.org/players/4/19/240437.png       Italy   \n",
       "13240  https://cdn.sofifa.org/players/4/19/209462.png     England   \n",
       "\n",
       "                                      Flag  Overall  Potential  \\\n",
       "5018   https://cdn.sofifa.org/flags/53.png       70         70   \n",
       "6736   https://cdn.sofifa.org/flags/53.png       68         68   \n",
       "7922   https://cdn.sofifa.org/flags/53.png       67         67   \n",
       "9905   https://cdn.sofifa.org/flags/53.png       66         69   \n",
       "10628  https://cdn.sofifa.org/flags/53.png       65         66   \n",
       "13236  https://cdn.sofifa.org/flags/42.png       62         62   \n",
       "13237  https://cdn.sofifa.org/flags/86.png       62         62   \n",
       "13238  https://cdn.sofifa.org/flags/14.png       62         62   \n",
       "13239  https://cdn.sofifa.org/flags/27.png       62         72   \n",
       "13240  https://cdn.sofifa.org/flags/14.png       62         66   \n",
       "\n",
       "                         Club  \\\n",
       "5018                      NaN   \n",
       "6736                      NaN   \n",
       "7922                      NaN   \n",
       "9905                      NaN   \n",
       "10628                     NaN   \n",
       "13236                Rochdale   \n",
       "13237         Boyacá Chicó FC   \n",
       "13238            Notts County   \n",
       "13239                 Brescia   \n",
       "13240  Hamilton Academical FC   \n",
       "\n",
       "                                             Club Logo  Value Wage  Special  \\\n",
       "5018               https://cdn.sofifa.org/flags/53.png     €0   €0     1574   \n",
       "6736               https://cdn.sofifa.org/flags/53.png     €0   €0     1664   \n",
       "7922               https://cdn.sofifa.org/flags/53.png     €0   €0     1619   \n",
       "9905               https://cdn.sofifa.org/flags/53.png     €0   €0     1632   \n",
       "10628              https://cdn.sofifa.org/flags/53.png     €0   €0     1536   \n",
       "13236    https://cdn.sofifa.org/teams/2/light/1955.png  €120K  €1K     1510   \n",
       "13237  https://cdn.sofifa.org/teams/2/light/112019.png  €300K  €1K     1532   \n",
       "13238    https://cdn.sofifa.org/teams/2/light/1937.png  €140K  €3K     1573   \n",
       "13239     https://cdn.sofifa.org/teams/2/light/190.png  €425K  €1K     1610   \n",
       "13240     https://cdn.sofifa.org/teams/2/light/184.png  €400K  €1K     1481   \n",
       "\n",
       "      Preferred Foot  International Reputation  Weak Foot  Skill Moves  \\\n",
       "5018           Right                       1.0        3.0          2.0   \n",
       "6736            Left                       1.0        3.0          3.0   \n",
       "7922           Right                       1.0        3.0          2.0   \n",
       "9905           Right                       1.0        4.0          3.0   \n",
       "10628          Right                       1.0        2.0          2.0   \n",
       "13236            NaN                       NaN        NaN          NaN   \n",
       "13237            NaN                       NaN        NaN          NaN   \n",
       "13238            NaN                       NaN        NaN          NaN   \n",
       "13239            NaN                       NaN        NaN          NaN   \n",
       "13240            NaN                       NaN        NaN          NaN   \n",
       "\n",
       "            Work Rate Body Type Real Face Position  Jersey Number Joined  \\\n",
       "5018   Medium/ Medium    Normal        No      NaN            NaN    NaN   \n",
       "6736        High/ Low      Lean        No      NaN            NaN    NaN   \n",
       "7922   Medium/ Medium    Normal        No      NaN            NaN    NaN   \n",
       "9905        High/ Low    Normal        No      NaN            NaN    NaN   \n",
       "10628  Medium/ Medium    Normal        No      NaN            NaN    NaN   \n",
       "13236             NaN       NaN       NaN      NaN            NaN    NaN   \n",
       "13237             NaN       NaN       NaN      NaN            NaN    NaN   \n",
       "13238             NaN       NaN       NaN      NaN            NaN    NaN   \n",
       "13239             NaN       NaN       NaN      NaN            NaN    NaN   \n",
       "13240             NaN       NaN       NaN      NaN            NaN    NaN   \n",
       "\n",
       "      Loaned From Contract Valid Until Height  Weight   LS   ST   RS   LW  \\\n",
       "5018          NaN                  NaN   5'11  172lbs  NaN  NaN  NaN  NaN   \n",
       "6736          NaN                  NaN    5'9  154lbs  NaN  NaN  NaN  NaN   \n",
       "7922          NaN                  NaN   5'11  190lbs  NaN  NaN  NaN  NaN   \n",
       "9905          NaN                  NaN    5'7  143lbs  NaN  NaN  NaN  NaN   \n",
       "10628         NaN                  NaN    5'9  154lbs  NaN  NaN  NaN  NaN   \n",
       "13236         NaN                  NaN    NaN     NaN  NaN  NaN  NaN  NaN   \n",
       "13237         NaN                  NaN    NaN     NaN  NaN  NaN  NaN  NaN   \n",
       "13238         NaN                  NaN    NaN     NaN  NaN  NaN  NaN  NaN   \n",
       "13239         NaN                  NaN    NaN     NaN  NaN  NaN  NaN  NaN   \n",
       "13240         NaN                  NaN    NaN     NaN  NaN  NaN  NaN  NaN   \n",
       "\n",
       "        LF   CF   RF   RW  LAM  CAM  RAM   LM  LCM   CM  RCM   RM  LWB  LDM  \\\n",
       "5018   NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "6736   NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "7922   NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "9905   NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "10628  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "13236  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "13237  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "13238  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "13239  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "13240  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "\n",
       "       CDM  RDM  RWB   LB  LCB   CB  RCB   RB  Crossing  Finishing  \\\n",
       "5018   NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN      25.0       36.0   \n",
       "6736   NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN      64.0       73.0   \n",
       "7922   NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN      59.0       39.0   \n",
       "9905   NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN      52.0       70.0   \n",
       "10628  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN      72.0       48.0   \n",
       "13236  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN       NaN        NaN   \n",
       "13237  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN       NaN        NaN   \n",
       "13238  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN       NaN        NaN   \n",
       "13239  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN       NaN        NaN   \n",
       "13240  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN       NaN        NaN   \n",
       "\n",
       "       HeadingAccuracy  ShortPassing  Volleys  Dribbling  Curve  FKAccuracy  \\\n",
       "5018              72.0          56.0     19.0       41.0   32.0        51.0   \n",
       "6736              65.0          64.0     52.0       67.0   40.0        36.0   \n",
       "7922              59.0          33.0     37.0       44.0   48.0        40.0   \n",
       "9905              54.0          57.0     63.0       74.0   57.0        41.0   \n",
       "10628             44.0          66.0     31.0       57.0   31.0        29.0   \n",
       "13236              NaN           NaN      NaN        NaN    NaN         NaN   \n",
       "13237              NaN           NaN      NaN        NaN    NaN         NaN   \n",
       "13238              NaN           NaN      NaN        NaN    NaN         NaN   \n",
       "13239              NaN           NaN      NaN        NaN    NaN         NaN   \n",
       "13240              NaN           NaN      NaN        NaN    NaN         NaN   \n",
       "\n",
       "       LongPassing  BallControl  Acceleration  SprintSpeed  Agility  \\\n",
       "5018          33.0         57.0          47.0         46.0     59.0   \n",
       "6736          50.0         70.0          71.0         74.0     73.0   \n",
       "7922          35.0         47.0          64.0         61.0     68.0   \n",
       "9905          53.0         72.0          71.0         73.0     79.0   \n",
       "10628         64.0         59.0          68.0         61.0     54.0   \n",
       "13236          NaN          NaN           NaN          NaN      NaN   \n",
       "13237          NaN          NaN           NaN          NaN      NaN   \n",
       "13238          NaN          NaN           NaN          NaN      NaN   \n",
       "13239          NaN          NaN           NaN          NaN      NaN   \n",
       "13240          NaN          NaN           NaN          NaN      NaN   \n",
       "\n",
       "       Reactions  Balance  ShotPower  Jumping  Stamina  Strength  LongShots  \\\n",
       "5018        66.0     58.0       74.0     58.0     53.0      75.0       47.0   \n",
       "6736        61.0     75.0       61.0     63.0     73.0      41.0       61.0   \n",
       "7922        68.0     60.0       51.0     72.0     78.0      78.0       47.0   \n",
       "9905        63.0     91.0       62.0     75.0     80.0      33.0       59.0   \n",
       "10628       65.0     76.0       24.0     58.0     56.0      47.0       29.0   \n",
       "13236        NaN      NaN        NaN      NaN      NaN       NaN        NaN   \n",
       "13237        NaN      NaN        NaN      NaN      NaN       NaN        NaN   \n",
       "13238        NaN      NaN        NaN      NaN      NaN       NaN        NaN   \n",
       "13239        NaN      NaN        NaN      NaN      NaN       NaN        NaN   \n",
       "13240        NaN      NaN        NaN      NaN      NaN       NaN        NaN   \n",
       "\n",
       "       Aggression  Interceptions  Positioning  Vision  Penalties  Composure  \\\n",
       "5018         74.0           65.0         26.0    48.0       77.0       64.0   \n",
       "6736         48.0           36.0         67.0    63.0       69.0       67.0   \n",
       "7922         76.0           62.0         49.0    45.0       42.0       54.0   \n",
       "9905         26.0           17.0         70.0    56.0       67.0       64.0   \n",
       "10628        57.0           63.0         38.0    32.0       39.0       57.0   \n",
       "13236         NaN            NaN          NaN     NaN        NaN        NaN   \n",
       "13237         NaN            NaN          NaN     NaN        NaN        NaN   \n",
       "13238         NaN            NaN          NaN     NaN        NaN        NaN   \n",
       "13239         NaN            NaN          NaN     NaN        NaN        NaN   \n",
       "13240         NaN            NaN          NaN     NaN        NaN        NaN   \n",
       "\n",
       "       Marking  StandingTackle  SlidingTackle  GKDiving  GKHandling  \\\n",
       "5018      79.0            70.0           70.0      16.0         8.0   \n",
       "6736      12.0            34.0           33.0      16.0        13.0   \n",
       "7922      72.0            71.0           64.0      11.0         7.0   \n",
       "9905      19.0            24.0           23.0      13.0        11.0   \n",
       "10628     68.0            69.0           68.0      14.0        12.0   \n",
       "13236      NaN             NaN            NaN       NaN         NaN   \n",
       "13237      NaN             NaN            NaN       NaN         NaN   \n",
       "13238      NaN             NaN            NaN       NaN         NaN   \n",
       "13239      NaN             NaN            NaN       NaN         NaN   \n",
       "13240      NaN             NaN            NaN       NaN         NaN   \n",
       "\n",
       "       GKKicking  GKPositioning  GKReflexes Release Clause  \n",
       "5018        11.0           12.0        13.0            NaN  \n",
       "6736        15.0           16.0         8.0            NaN  \n",
       "7922         8.0           12.0        12.0            NaN  \n",
       "9905        11.0            7.0         9.0            NaN  \n",
       "10628       11.0           14.0        12.0            NaN  \n",
       "13236        NaN            NaN         NaN            NaN  \n",
       "13237        NaN            NaN         NaN            NaN  \n",
       "13238        NaN            NaN         NaN            NaN  \n",
       "13239        NaN            NaN         NaN            NaN  \n",
       "13240        NaN            NaN         NaN            NaN  "
      ],
      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Unnamed: 0</th>\n      <th>ID</th>\n      <th>Name</th>\n      <th>Age</th>\n      <th>Photo</th>\n      <th>Nationality</th>\n      <th>Flag</th>\n      <th>Overall</th>\n      <th>Potential</th>\n      <th>Club</th>\n      <th>Club Logo</th>\n      <th>Value</th>\n      <th>Wage</th>\n      <th>Special</th>\n      <th>Preferred Foot</th>\n      <th>International Reputation</th>\n      <th>Weak Foot</th>\n      <th>Skill Moves</th>\n      <th>Work Rate</th>\n      <th>Body Type</th>\n      <th>Real Face</th>\n      <th>Position</th>\n      <th>Jersey Number</th>\n      <th>Joined</th>\n      <th>Loaned From</th>\n      <th>Contract Valid Until</th>\n      <th>Height</th>\n      <th>Weight</th>\n      <th>LS</th>\n      <th>ST</th>\n      <th>RS</th>\n      <th>LW</th>\n      <th>LF</th>\n      <th>CF</th>\n      <th>RF</th>\n      <th>RW</th>\n      <th>LAM</th>\n      <th>CAM</th>\n      <th>RAM</th>\n      <th>LM</th>\n      <th>LCM</th>\n      <th>CM</th>\n      <th>RCM</th>\n      <th>RM</th>\n      <th>LWB</th>\n      <th>LDM</th>\n      <th>CDM</th>\n      <th>RDM</th>\n      <th>RWB</th>\n      <th>LB</th>\n      <th>LCB</th>\n      <th>CB</th>\n      <th>RCB</th>\n      <th>RB</th>\n      <th>Crossing</th>\n      <th>Finishing</th>\n      <th>HeadingAccuracy</th>\n      <th>ShortPassing</th>\n      <th>Volleys</th>\n      <th>Dribbling</th>\n      <th>Curve</th>\n      <th>FKAccuracy</th>\n      <th>LongPassing</th>\n      <th>BallControl</th>\n      <th>Acceleration</th>\n      <th>SprintSpeed</th>\n      <th>Agility</th>\n      <th>Reactions</th>\n      <th>Balance</th>\n      <th>ShotPower</th>\n      <th>Jumping</th>\n      <th>Stamina</th>\n      <th>Strength</th>\n      <th>LongShots</th>\n      <th>Aggression</th>\n      <th>Interceptions</th>\n      <th>Positioning</th>\n      <th>Vision</th>\n      <th>Penalties</th>\n      <th>Composure</th>\n      <th>Marking</th>\n      <th>StandingTackle</th>\n      <th>SlidingTackle</th>\n      <th>GKDiving</th>\n      <th>GKHandling</th>\n      <th>GKKicking</th>\n      <th>GKPositioning</th>\n      <th>GKReflexes</th>\n      <th>Release Clause</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>5018</th>\n      <td>5018</td>\n      <td>153160</td>\n      <td>R. Raldes</td>\n      <td>37</td>\n      <td>https://cdn.sofifa.org/players/4/19/153160.png</td>\n      <td>Bolivia</td>\n      <td>https://cdn.sofifa.org/flags/53.png</td>\n      <td>70</td>\n      <td>70</td>\n      <td>NaN</td>\n      <td>https://cdn.sofifa.org/flags/53.png</td>\n      <td>€0</td>\n      <td>€0</td>\n      <td>1574</td>\n      <td>Right</td>\n      <td>1.0</td>\n      <td>3.0</td>\n      <td>2.0</td>\n      <td>Medium/ Medium</td>\n      <td>Normal</td>\n      <td>No</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>5'11</td>\n      <td>172lbs</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>25.0</td>\n      <td>36.0</td>\n      <td>72.0</td>\n      <td>56.0</td>\n      <td>19.0</td>\n      <td>41.0</td>\n      <td>32.0</td>\n      <td>51.0</td>\n      <td>33.0</td>\n      <td>57.0</td>\n      <td>47.0</td>\n      <td>46.0</td>\n      <td>59.0</td>\n      <td>66.0</td>\n      <td>58.0</td>\n      <td>74.0</td>\n      <td>58.0</td>\n      <td>53.0</td>\n      <td>75.0</td>\n      <td>47.0</td>\n      <td>74.0</td>\n      <td>65.0</td>\n      <td>26.0</td>\n      <td>48.0</td>\n      <td>77.0</td>\n      <td>64.0</td>\n      <td>79.0</td>\n      <td>70.0</td>\n      <td>70.0</td>\n      <td>16.0</td>\n      <td>8.0</td>\n      <td>11.0</td>\n      <td>12.0</td>\n      <td>13.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>6736</th>\n      <td>6736</td>\n      <td>175393</td>\n      <td>J. Arce</td>\n      <td>33</td>\n      <td>https://cdn.sofifa.org/players/4/19/175393.png</td>\n      <td>Bolivia</td>\n      <td>https://cdn.sofifa.org/flags/53.png</td>\n      <td>68</td>\n      <td>68</td>\n      <td>NaN</td>\n      <td>https://cdn.sofifa.org/flags/53.png</td>\n      <td>€0</td>\n      <td>€0</td>\n      <td>1664</td>\n      <td>Left</td>\n      <td>1.0</td>\n      <td>3.0</td>\n      <td>3.0</td>\n      <td>High/ Low</td>\n      <td>Lean</td>\n      <td>No</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>5'9</td>\n      <td>154lbs</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>64.0</td>\n      <td>73.0</td>\n      <td>65.0</td>\n      <td>64.0</td>\n      <td>52.0</td>\n      <td>67.0</td>\n      <td>40.0</td>\n      <td>36.0</td>\n      <td>50.0</td>\n      <td>70.0</td>\n      <td>71.0</td>\n      <td>74.0</td>\n      <td>73.0</td>\n      <td>61.0</td>\n      <td>75.0</td>\n      <td>61.0</td>\n      <td>63.0</td>\n      <td>73.0</td>\n      <td>41.0</td>\n      <td>61.0</td>\n      <td>48.0</td>\n      <td>36.0</td>\n      <td>67.0</td>\n      <td>63.0</td>\n      <td>69.0</td>\n      <td>67.0</td>\n      <td>12.0</td>\n      <td>34.0</td>\n      <td>33.0</td>\n      <td>16.0</td>\n      <td>13.0</td>\n      <td>15.0</td>\n      <td>16.0</td>\n      <td>8.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>7922</th>\n      <td>7922</td>\n      <td>195905</td>\n      <td>L. Gutiérrez</td>\n      <td>33</td>\n      <td>https://cdn.sofifa.org/players/4/19/195905.png</td>\n      <td>Bolivia</td>\n      <td>https://cdn.sofifa.org/flags/53.png</td>\n      <td>67</td>\n      <td>67</td>\n      <td>NaN</td>\n      <td>https://cdn.sofifa.org/flags/53.png</td>\n      <td>€0</td>\n      <td>€0</td>\n      <td>1619</td>\n      <td>Right</td>\n      <td>1.0</td>\n      <td>3.0</td>\n      <td>2.0</td>\n      <td>Medium/ Medium</td>\n      <td>Normal</td>\n      <td>No</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>5'11</td>\n      <td>190lbs</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>59.0</td>\n      <td>39.0</td>\n      <td>59.0</td>\n      <td>33.0</td>\n      <td>37.0</td>\n      <td>44.0</td>\n      <td>48.0</td>\n      <td>40.0</td>\n      <td>35.0</td>\n      <td>47.0</td>\n      <td>64.0</td>\n      <td>61.0</td>\n      <td>68.0</td>\n      <td>68.0</td>\n      <td>60.0</td>\n      <td>51.0</td>\n      <td>72.0</td>\n      <td>78.0</td>\n      <td>78.0</td>\n      <td>47.0</td>\n      <td>76.0</td>\n      <td>62.0</td>\n      <td>49.0</td>\n      <td>45.0</td>\n      <td>42.0</td>\n      <td>54.0</td>\n      <td>72.0</td>\n      <td>71.0</td>\n      <td>64.0</td>\n      <td>11.0</td>\n      <td>7.0</td>\n      <td>8.0</td>\n      <td>12.0</td>\n      <td>12.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>9905</th>\n      <td>9905</td>\n      <td>226044</td>\n      <td>R. Vargas</td>\n      <td>23</td>\n      <td>https://cdn.sofifa.org/players/4/19/226044.png</td>\n      <td>Bolivia</td>\n      <td>https://cdn.sofifa.org/flags/53.png</td>\n      <td>66</td>\n      <td>69</td>\n      <td>NaN</td>\n      <td>https://cdn.sofifa.org/flags/53.png</td>\n      <td>€0</td>\n      <td>€0</td>\n      <td>1632</td>\n      <td>Right</td>\n      <td>1.0</td>\n      <td>4.0</td>\n      <td>3.0</td>\n      <td>High/ Low</td>\n      <td>Normal</td>\n      <td>No</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>5'7</td>\n      <td>143lbs</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>52.0</td>\n      <td>70.0</td>\n      <td>54.0</td>\n      <td>57.0</td>\n      <td>63.0</td>\n      <td>74.0</td>\n      <td>57.0</td>\n      <td>41.0</td>\n      <td>53.0</td>\n      <td>72.0</td>\n      <td>71.0</td>\n      <td>73.0</td>\n      <td>79.0</td>\n      <td>63.0</td>\n      <td>91.0</td>\n      <td>62.0</td>\n      <td>75.0</td>\n      <td>80.0</td>\n      <td>33.0</td>\n      <td>59.0</td>\n      <td>26.0</td>\n      <td>17.0</td>\n      <td>70.0</td>\n      <td>56.0</td>\n      <td>67.0</td>\n      <td>64.0</td>\n      <td>19.0</td>\n      <td>24.0</td>\n      <td>23.0</td>\n      <td>13.0</td>\n      <td>11.0</td>\n      <td>11.0</td>\n      <td>7.0</td>\n      <td>9.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>10628</th>\n      <td>10628</td>\n      <td>216751</td>\n      <td>D. Bejarano</td>\n      <td>26</td>\n      <td>https://cdn.sofifa.org/players/4/19/216751.png</td>\n      <td>Bolivia</td>\n      <td>https://cdn.sofifa.org/flags/53.png</td>\n      <td>65</td>\n      <td>66</td>\n      <td>NaN</td>\n      <td>https://cdn.sofifa.org/flags/53.png</td>\n      <td>€0</td>\n      <td>€0</td>\n      <td>1536</td>\n      <td>Right</td>\n      <td>1.0</td>\n      <td>2.0</td>\n      <td>2.0</td>\n      <td>Medium/ Medium</td>\n      <td>Normal</td>\n      <td>No</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>5'9</td>\n      <td>154lbs</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>72.0</td>\n      <td>48.0</td>\n      <td>44.0</td>\n      <td>66.0</td>\n      <td>31.0</td>\n      <td>57.0</td>\n      <td>31.0</td>\n      <td>29.0</td>\n      <td>64.0</td>\n      <td>59.0</td>\n      <td>68.0</td>\n      <td>61.0</td>\n      <td>54.0</td>\n      <td>65.0</td>\n      <td>76.0</td>\n      <td>24.0</td>\n      <td>58.0</td>\n      <td>56.0</td>\n      <td>47.0</td>\n      <td>29.0</td>\n      <td>57.0</td>\n      <td>63.0</td>\n      <td>38.0</td>\n      <td>32.0</td>\n      <td>39.0</td>\n      <td>57.0</td>\n      <td>68.0</td>\n      <td>69.0</td>\n      <td>68.0</td>\n      <td>14.0</td>\n      <td>12.0</td>\n      <td>11.0</td>\n      <td>14.0</td>\n      <td>12.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>13236</th>\n      <td>13236</td>\n      <td>177971</td>\n      <td>J. McNulty</td>\n      <td>33</td>\n      <td>https://cdn.sofifa.org/players/4/19/177971.png</td>\n      <td>Scotland</td>\n      <td>https://cdn.sofifa.org/flags/42.png</td>\n      <td>62</td>\n      <td>62</td>\n      <td>Rochdale</td>\n      <td>https://cdn.sofifa.org/teams/2/light/1955.png</td>\n      <td>€120K</td>\n      <td>€1K</td>\n      <td>1510</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>13237</th>\n      <td>13237</td>\n      <td>195380</td>\n      <td>J. Barrera</td>\n      <td>29</td>\n      <td>https://cdn.sofifa.org/players/4/19/195380.png</td>\n      <td>Nicaragua</td>\n      <td>https://cdn.sofifa.org/flags/86.png</td>\n      <td>62</td>\n      <td>62</td>\n      <td>Boyacá Chicó FC</td>\n      <td>https://cdn.sofifa.org/teams/2/light/112019.png</td>\n      <td>€300K</td>\n      <td>€1K</td>\n      <td>1532</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>13238</th>\n      <td>13238</td>\n      <td>139317</td>\n      <td>J. Stead</td>\n      <td>35</td>\n      <td>https://cdn.sofifa.org/players/4/19/139317.png</td>\n      <td>England</td>\n      <td>https://cdn.sofifa.org/flags/14.png</td>\n      <td>62</td>\n      <td>62</td>\n      <td>Notts County</td>\n      <td>https://cdn.sofifa.org/teams/2/light/1937.png</td>\n      <td>€140K</td>\n      <td>€3K</td>\n      <td>1573</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>13239</th>\n      <td>13239</td>\n      <td>240437</td>\n      <td>A. Semprini</td>\n      <td>20</td>\n      <td>https://cdn.sofifa.org/players/4/19/240437.png</td>\n      <td>Italy</td>\n      <td>https://cdn.sofifa.org/flags/27.png</td>\n      <td>62</td>\n      <td>72</td>\n      <td>Brescia</td>\n      <td>https://cdn.sofifa.org/teams/2/light/190.png</td>\n      <td>€425K</td>\n      <td>€1K</td>\n      <td>1610</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>13240</th>\n      <td>13240</td>\n      <td>209462</td>\n      <td>R. Bingham</td>\n      <td>24</td>\n      <td>https://cdn.sofifa.org/players/4/19/209462.png</td>\n      <td>England</td>\n      <td>https://cdn.sofifa.org/flags/14.png</td>\n      <td>62</td>\n      <td>66</td>\n      <td>Hamilton Academical FC</td>\n      <td>https://cdn.sofifa.org/teams/2/light/184.png</td>\n      <td>€400K</td>\n      <td>€1K</td>\n      <td>1481</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
     },
     "metadata": {},
     "execution_count": 8
    }
   ],
   "source": [
    "df[df.isna()[\"Position\"]].head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "Nº de valores: 1264\n"
     ]
    }
   ],
   "source": [
    "print(\"Nº de valores: \" + str(df[df.isna()[\"Loaned From\"]==False].shape[0]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "     Unnamed: 0      ID              Name  Age  \\\n",
       "28           28  198710      J. Rodríguez   26   \n",
       "38           38  167664        G. Higuaín   30   \n",
       "91           91  187961          Paulinho   29   \n",
       "166         166  212523  Anderson Talisca   24   \n",
       "176         176  207410        M. Kovačić   24   \n",
       "332         332  216409       M. Politano   24   \n",
       "354         354  203890       S. Vrsaljko   26   \n",
       "357         357  202685           S. Zaza   27   \n",
       "427         427  226226       G. Lo Celso   22   \n",
       "434         434  219809       T. Bakayoko   23   \n",
       "\n",
       "                                              Photo Nationality  \\\n",
       "28   https://cdn.sofifa.org/players/4/19/198710.png    Colombia   \n",
       "38   https://cdn.sofifa.org/players/4/19/167664.png   Argentina   \n",
       "91   https://cdn.sofifa.org/players/4/19/187961.png      Brazil   \n",
       "166  https://cdn.sofifa.org/players/4/19/212523.png      Brazil   \n",
       "176  https://cdn.sofifa.org/players/4/19/207410.png     Croatia   \n",
       "332  https://cdn.sofifa.org/players/4/19/216409.png       Italy   \n",
       "354  https://cdn.sofifa.org/players/4/19/203890.png     Croatia   \n",
       "357  https://cdn.sofifa.org/players/4/19/202685.png       Italy   \n",
       "427  https://cdn.sofifa.org/players/4/19/226226.png   Argentina   \n",
       "434  https://cdn.sofifa.org/players/4/19/219809.png      France   \n",
       "\n",
       "                                    Flag  Overall  Potential  \\\n",
       "28   https://cdn.sofifa.org/flags/56.png       88         89   \n",
       "38   https://cdn.sofifa.org/flags/52.png       88         88   \n",
       "91   https://cdn.sofifa.org/flags/54.png       85         85   \n",
       "166  https://cdn.sofifa.org/flags/54.png       83         90   \n",
       "176  https://cdn.sofifa.org/flags/10.png       83         89   \n",
       "332  https://cdn.sofifa.org/flags/27.png       81         84   \n",
       "354  https://cdn.sofifa.org/flags/10.png       81         84   \n",
       "357  https://cdn.sofifa.org/flags/27.png       81         82   \n",
       "427  https://cdn.sofifa.org/flags/52.png       80         86   \n",
       "434  https://cdn.sofifa.org/flags/18.png       80         85   \n",
       "\n",
       "                               Club  \\\n",
       "28                FC Bayern München   \n",
       "38                            Milan   \n",
       "91   Guangzhou Evergrande Taobao FC   \n",
       "166  Guangzhou Evergrande Taobao FC   \n",
       "176                         Chelsea   \n",
       "332                           Inter   \n",
       "354                           Inter   \n",
       "357                          Torino   \n",
       "427                      Real Betis   \n",
       "434                           Milan   \n",
       "\n",
       "                                           Club Logo   Value   Wage  Special  \\\n",
       "28       https://cdn.sofifa.org/teams/2/light/21.png  €69.5M  €315K     2171   \n",
       "38       https://cdn.sofifa.org/teams/2/light/47.png    €57M  €245K     1965   \n",
       "91   https://cdn.sofifa.org/teams/2/light/111839.png    €37M  €235K     2245   \n",
       "166  https://cdn.sofifa.org/teams/2/light/111839.png  €36.5M   €18K     2142   \n",
       "176       https://cdn.sofifa.org/teams/2/light/5.png    €35M  €165K     2115   \n",
       "332      https://cdn.sofifa.org/teams/2/light/44.png  €22.5M   €57K     1983   \n",
       "354      https://cdn.sofifa.org/teams/2/light/44.png    €18M   €57K     2069   \n",
       "357      https://cdn.sofifa.org/teams/2/light/54.png    €21M   €48K     2028   \n",
       "427     https://cdn.sofifa.org/teams/2/light/449.png    €20M   €72K     2105   \n",
       "434      https://cdn.sofifa.org/teams/2/light/47.png    €17M   €85K     1928   \n",
       "\n",
       "    Preferred Foot  International Reputation  Weak Foot  Skill Moves  \\\n",
       "28            Left                       4.0        3.0          4.0   \n",
       "38           Right                       4.0        4.0          3.0   \n",
       "91           Right                       3.0        3.0          3.0   \n",
       "166           Left                       2.0        4.0          4.0   \n",
       "176          Right                       3.0        4.0          4.0   \n",
       "332           Left                       2.0        4.0          4.0   \n",
       "354          Right                       2.0        3.0          3.0   \n",
       "357           Left                       2.0        3.0          4.0   \n",
       "427           Left                       1.0        3.0          3.0   \n",
       "434          Right                       2.0        3.0          3.0   \n",
       "\n",
       "          Work Rate Body Type Real Face Position  Jersey Number Joined  \\\n",
       "28   Medium/ Medium    Normal       Yes      LAM           10.0    NaN   \n",
       "38     High/ Medium    Normal       Yes       LS            9.0    NaN   \n",
       "91       High/ High      Lean       Yes      LDM            9.0    NaN   \n",
       "166    High/ Medium    Normal        No      CAM           24.0    NaN   \n",
       "176      High/ High    Normal       Yes      LCM           17.0    NaN   \n",
       "332    High/ Medium    Normal        No       RM           16.0    NaN   \n",
       "354    High/ Medium      Lean        No       RB            2.0    NaN   \n",
       "357      High/ High    Normal       Yes       RS           11.0    NaN   \n",
       "427    High/ Medium    Normal       Yes      RCM           20.0    NaN   \n",
       "434  Medium/ Medium      Lean       Yes      LCM           14.0    NaN   \n",
       "\n",
       "             Loaned From Contract Valid Until Height  Weight    LS    ST  \\\n",
       "28           Real Madrid         Jun 30, 2019   5'11  172lbs  80+3  80+3   \n",
       "38              Juventus         Jun 30, 2019    6'1  196lbs  85+3  85+3   \n",
       "91          FC Barcelona         Jun 30, 2019    6'0  157lbs  81+3  81+3   \n",
       "166           SL Benfica         Dec 31, 2018    6'3  176lbs  80+2  80+2   \n",
       "176          Real Madrid         Jun 30, 2019    5'9  172lbs  71+3  71+3   \n",
       "332             Sassuolo         Jun 30, 2019    5'7  148lbs  73+2  73+2   \n",
       "354      Atlético Madrid         Jun 30, 2019   5'11  168lbs  67+2  67+2   \n",
       "357          Valencia CF         Jun 30, 2019    6'1  185lbs  79+2  79+2   \n",
       "427  Paris Saint-Germain         Jun 30, 2019    5'9  154lbs  74+2  74+2   \n",
       "434              Chelsea         Jun 30, 2019    6'2  187lbs  63+2  63+2   \n",
       "\n",
       "       RS    LW    LF    CF    RF    RW   LAM   CAM   RAM    LM   LCM    CM  \\\n",
       "28   80+3  84+3  83+3  83+3  83+3  84+3  85+3  85+3  85+3  83+3  81+3  81+3   \n",
       "38   85+3  81+3  83+3  83+3  83+3  81+3  80+3  80+3  80+3  78+3  71+3  71+3   \n",
       "91   81+3  79+3  81+3  81+3  81+3  79+3  81+3  81+3  81+3  79+3  82+3  82+3   \n",
       "166  80+2  81+2  81+2  81+2  81+2  81+2  81+2  81+2  81+2  80+2  79+2  79+2   \n",
       "176  71+3  79+3  78+3  78+3  78+3  79+3  81+3  81+3  81+3  80+3  82+3  82+3   \n",
       "332  73+2  80+2  78+2  78+2  78+2  80+2  79+2  79+2  79+2  79+2  73+2  73+2   \n",
       "354  67+2  71+2  70+2  70+2  70+2  71+2  70+2  70+2  70+2  74+2  73+2  73+2   \n",
       "357  79+2  74+2  77+2  77+2  77+2  74+2  74+2  74+2  74+2  72+2  67+2  67+2   \n",
       "427  74+2  78+2  77+2  77+2  77+2  78+2  79+2  79+2  79+2  78+2  78+2  78+2   \n",
       "434  63+2  66+2  67+2  67+2  67+2  66+2  69+2  69+2  69+2  69+2  74+2  74+2   \n",
       "\n",
       "      RCM    RM   LWB   LDM   CDM   RDM   RWB    LB   LCB    CB   RCB    RB  \\\n",
       "28   81+3  83+3  69+3  68+3  68+3  68+3  69+3  65+3  58+3  58+3  58+3  65+3   \n",
       "38   71+3  78+3  55+3  53+3  53+3  53+3  55+3  51+3  48+3  48+3  48+3  51+3   \n",
       "91   82+3  79+3  78+3  81+3  81+3  81+3  78+3  78+3  80+3  80+3  80+3  78+3   \n",
       "166  79+2  80+2  69+2  69+2  69+2  69+2  69+2  67+2  64+2  64+2  64+2  67+2   \n",
       "176  82+3  80+3  76+3  78+3  78+3  78+3  76+3  74+3  69+3  69+3  69+3  74+3   \n",
       "332  73+2  79+2  64+2  60+2  60+2  60+2  64+2  59+2  48+2  48+2  48+2  59+2   \n",
       "354  73+2  74+2  79+2  77+2  77+2  77+2  79+2  79+2  77+2  77+2  77+2  79+2   \n",
       "357  67+2  72+2  61+2  60+2  60+2  60+2  61+2  60+2  62+2  62+2  62+2  60+2   \n",
       "427  78+2  78+2  73+2  72+2  72+2  72+2  73+2  71+2  66+2  66+2  66+2  71+2   \n",
       "434  74+2  69+2  74+2  78+2  78+2  78+2  74+2  75+2  78+2  78+2  78+2  75+2   \n",
       "\n",
       "     Crossing  Finishing  HeadingAccuracy  ShortPassing  Volleys  Dribbling  \\\n",
       "28       90.0       83.0             62.0          89.0     90.0       85.0   \n",
       "38       68.0       92.0             80.0          75.0     90.0       84.0   \n",
       "91       64.0       81.0             85.0          84.0     75.0       82.0   \n",
       "166      78.0       80.0             77.0          81.0     76.0       82.0   \n",
       "176      73.0       62.0             42.0          87.0     76.0       88.0   \n",
       "332      79.0       74.0             40.0          78.0     73.0       84.0   \n",
       "354      82.0       44.0             73.0          77.0     53.0       74.0   \n",
       "357      52.0       80.0             79.0          71.0     81.0       77.0   \n",
       "427      75.0       73.0             59.0          81.0     69.0       81.0   \n",
       "434      55.0       37.0             71.0          78.0     36.0       76.0   \n",
       "\n",
       "     Curve  FKAccuracy  LongPassing  BallControl  Acceleration  SprintSpeed  \\\n",
       "28    89.0        86.0         83.0         90.0          73.0         67.0   \n",
       "38    74.0        62.0         59.0         85.0          73.0         73.0   \n",
       "91    66.0        72.0         80.0         84.0          73.0         73.0   \n",
       "166   86.0        87.0         79.0         84.0          77.0         76.0   \n",
       "176   78.0        68.0         82.0         89.0          84.0         74.0   \n",
       "332   77.0        75.0         74.0         83.0          85.0         84.0   \n",
       "354   70.0        57.0         70.0         79.0          82.0         79.0   \n",
       "357   71.0        56.0         45.0         79.0          79.0         79.0   \n",
       "427   82.0        72.0         80.0         82.0          72.0         75.0   \n",
       "434   51.0        37.0         75.0         77.0          67.0         69.0   \n",
       "\n",
       "     Agility  Reactions  Balance  ShotPower  Jumping  Stamina  Strength  \\\n",
       "28      83.0       85.0     76.0       86.0     54.0     70.0      68.0   \n",
       "38      75.0       86.0     69.0       86.0     79.0     70.0      85.0   \n",
       "91      69.0       84.0     66.0       83.0     90.0     92.0      81.0   \n",
       "166     76.0       79.0     65.0       84.0     58.0     76.0      72.0   \n",
       "176     81.0       70.0     85.0       79.0     63.0     82.0      65.0   \n",
       "332     90.0       79.0     82.0       78.0     50.0     79.0      45.0   \n",
       "354     67.0       77.0     72.0       75.0     85.0     90.0      73.0   \n",
       "357     76.0       78.0     69.0       85.0     89.0     76.0      88.0   \n",
       "427     81.0       77.0     81.0       79.0     64.0     80.0      67.0   \n",
       "434     64.0       74.0     57.0       72.0     76.0     83.0      80.0   \n",
       "\n",
       "     LongShots  Aggression  Interceptions  Positioning  Vision  Penalties  \\\n",
       "28        92.0        64.0           55.0         80.0    89.0       81.0   \n",
       "38        80.0        50.0           20.0         92.0    74.0       70.0   \n",
       "91        80.0        81.0           81.0         84.0    78.0       71.0   \n",
       "166       88.0        67.0           58.0         86.0    81.0       71.0   \n",
       "176       75.0        77.0           78.0         69.0    88.0       59.0   \n",
       "332       82.0        63.0           38.0         77.0    75.0       70.0   \n",
       "354       58.0        75.0           79.0         65.0    68.0       52.0   \n",
       "357       72.0        87.0           40.0         83.0    66.0       79.0   \n",
       "427       75.0        65.0           65.0         78.0    81.0       60.0   \n",
       "434       50.0        87.0           80.0         60.0    73.0       45.0   \n",
       "\n",
       "     Composure  Marking  StandingTackle  SlidingTackle  GKDiving  GKHandling  \\\n",
       "28        87.0     52.0            41.0           44.0      15.0        15.0   \n",
       "38        86.0     35.0            22.0           18.0       5.0        12.0   \n",
       "91        80.0     75.0            81.0           73.0      16.0        16.0   \n",
       "166       74.0     55.0            62.0           42.0      13.0        11.0   \n",
       "176       72.0     69.0            75.0           63.0       9.0         5.0   \n",
       "332       79.0     63.0            29.0           29.0      11.0        12.0   \n",
       "354       67.0     77.0            81.0           77.0      15.0        11.0   \n",
       "357       72.0     54.0            42.0           50.0       7.0        13.0   \n",
       "427       79.0     61.0            67.0           67.0      10.0         7.0   \n",
       "434       68.0     71.0            84.0           82.0      11.0        15.0   \n",
       "\n",
       "     GKKicking  GKPositioning  GKReflexes Release Clause  \n",
       "28        15.0            5.0        14.0            NaN  \n",
       "38         7.0            5.0        10.0            NaN  \n",
       "91        11.0            6.0         8.0            NaN  \n",
       "166       13.0           12.0        10.0            NaN  \n",
       "176        6.0            7.0         7.0            NaN  \n",
       "332        6.0            8.0        11.0            NaN  \n",
       "354       10.0           10.0        12.0            NaN  \n",
       "357        9.0            7.0         9.0            NaN  \n",
       "427       10.0           15.0        14.0            NaN  \n",
       "434       11.0           14.0        10.0            NaN  "
      ],
      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Unnamed: 0</th>\n      <th>ID</th>\n      <th>Name</th>\n      <th>Age</th>\n      <th>Photo</th>\n      <th>Nationality</th>\n      <th>Flag</th>\n      <th>Overall</th>\n      <th>Potential</th>\n      <th>Club</th>\n      <th>Club Logo</th>\n      <th>Value</th>\n      <th>Wage</th>\n      <th>Special</th>\n      <th>Preferred Foot</th>\n      <th>International Reputation</th>\n      <th>Weak Foot</th>\n      <th>Skill Moves</th>\n      <th>Work Rate</th>\n      <th>Body Type</th>\n      <th>Real Face</th>\n      <th>Position</th>\n      <th>Jersey Number</th>\n      <th>Joined</th>\n      <th>Loaned From</th>\n      <th>Contract Valid Until</th>\n      <th>Height</th>\n      <th>Weight</th>\n      <th>LS</th>\n      <th>ST</th>\n      <th>RS</th>\n      <th>LW</th>\n      <th>LF</th>\n      <th>CF</th>\n      <th>RF</th>\n      <th>RW</th>\n      <th>LAM</th>\n      <th>CAM</th>\n      <th>RAM</th>\n      <th>LM</th>\n      <th>LCM</th>\n      <th>CM</th>\n      <th>RCM</th>\n      <th>RM</th>\n      <th>LWB</th>\n      <th>LDM</th>\n      <th>CDM</th>\n      <th>RDM</th>\n      <th>RWB</th>\n      <th>LB</th>\n      <th>LCB</th>\n      <th>CB</th>\n      <th>RCB</th>\n      <th>RB</th>\n      <th>Crossing</th>\n      <th>Finishing</th>\n      <th>HeadingAccuracy</th>\n      <th>ShortPassing</th>\n      <th>Volleys</th>\n      <th>Dribbling</th>\n      <th>Curve</th>\n      <th>FKAccuracy</th>\n      <th>LongPassing</th>\n      <th>BallControl</th>\n      <th>Acceleration</th>\n      <th>SprintSpeed</th>\n      <th>Agility</th>\n      <th>Reactions</th>\n      <th>Balance</th>\n      <th>ShotPower</th>\n      <th>Jumping</th>\n      <th>Stamina</th>\n      <th>Strength</th>\n      <th>LongShots</th>\n      <th>Aggression</th>\n      <th>Interceptions</th>\n      <th>Positioning</th>\n      <th>Vision</th>\n      <th>Penalties</th>\n      <th>Composure</th>\n      <th>Marking</th>\n      <th>StandingTackle</th>\n      <th>SlidingTackle</th>\n      <th>GKDiving</th>\n      <th>GKHandling</th>\n      <th>GKKicking</th>\n      <th>GKPositioning</th>\n      <th>GKReflexes</th>\n      <th>Release Clause</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>28</th>\n      <td>28</td>\n      <td>198710</td>\n      <td>J. Rodríguez</td>\n      <td>26</td>\n      <td>https://cdn.sofifa.org/players/4/19/198710.png</td>\n      <td>Colombia</td>\n      <td>https://cdn.sofifa.org/flags/56.png</td>\n      <td>88</td>\n      <td>89</td>\n      <td>FC Bayern München</td>\n      <td>https://cdn.sofifa.org/teams/2/light/21.png</td>\n      <td>€69.5M</td>\n      <td>€315K</td>\n      <td>2171</td>\n      <td>Left</td>\n      <td>4.0</td>\n      <td>3.0</td>\n      <td>4.0</td>\n      <td>Medium/ Medium</td>\n      <td>Normal</td>\n      <td>Yes</td>\n      <td>LAM</td>\n      <td>10.0</td>\n      <td>NaN</td>\n      <td>Real Madrid</td>\n      <td>Jun 30, 2019</td>\n      <td>5'11</td>\n      <td>172lbs</td>\n      <td>80+3</td>\n      <td>80+3</td>\n      <td>80+3</td>\n      <td>84+3</td>\n      <td>83+3</td>\n      <td>83+3</td>\n      <td>83+3</td>\n      <td>84+3</td>\n      <td>85+3</td>\n      <td>85+3</td>\n      <td>85+3</td>\n      <td>83+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>83+3</td>\n      <td>69+3</td>\n      <td>68+3</td>\n      <td>68+3</td>\n      <td>68+3</td>\n      <td>69+3</td>\n      <td>65+3</td>\n      <td>58+3</td>\n      <td>58+3</td>\n      <td>58+3</td>\n      <td>65+3</td>\n      <td>90.0</td>\n      <td>83.0</td>\n      <td>62.0</td>\n      <td>89.0</td>\n      <td>90.0</td>\n      <td>85.0</td>\n      <td>89.0</td>\n      <td>86.0</td>\n      <td>83.0</td>\n      <td>90.0</td>\n      <td>73.0</td>\n      <td>67.0</td>\n      <td>83.0</td>\n      <td>85.0</td>\n      <td>76.0</td>\n      <td>86.0</td>\n      <td>54.0</td>\n      <td>70.0</td>\n      <td>68.0</td>\n      <td>92.0</td>\n      <td>64.0</td>\n      <td>55.0</td>\n      <td>80.0</td>\n      <td>89.0</td>\n      <td>81.0</td>\n      <td>87.0</td>\n      <td>52.0</td>\n      <td>41.0</td>\n      <td>44.0</td>\n      <td>15.0</td>\n      <td>15.0</td>\n      <td>15.0</td>\n      <td>5.0</td>\n      <td>14.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>38</th>\n      <td>38</td>\n      <td>167664</td>\n      <td>G. Higuaín</td>\n      <td>30</td>\n      <td>https://cdn.sofifa.org/players/4/19/167664.png</td>\n      <td>Argentina</td>\n      <td>https://cdn.sofifa.org/flags/52.png</td>\n      <td>88</td>\n      <td>88</td>\n      <td>Milan</td>\n      <td>https://cdn.sofifa.org/teams/2/light/47.png</td>\n      <td>€57M</td>\n      <td>€245K</td>\n      <td>1965</td>\n      <td>Right</td>\n      <td>4.0</td>\n      <td>4.0</td>\n      <td>3.0</td>\n      <td>High/ Medium</td>\n      <td>Normal</td>\n      <td>Yes</td>\n      <td>LS</td>\n      <td>9.0</td>\n      <td>NaN</td>\n      <td>Juventus</td>\n      <td>Jun 30, 2019</td>\n      <td>6'1</td>\n      <td>196lbs</td>\n      <td>85+3</td>\n      <td>85+3</td>\n      <td>85+3</td>\n      <td>81+3</td>\n      <td>83+3</td>\n      <td>83+3</td>\n      <td>83+3</td>\n      <td>81+3</td>\n      <td>80+3</td>\n      <td>80+3</td>\n      <td>80+3</td>\n      <td>78+3</td>\n      <td>71+3</td>\n      <td>71+3</td>\n      <td>71+3</td>\n      <td>78+3</td>\n      <td>55+3</td>\n      <td>53+3</td>\n      <td>53+3</td>\n      <td>53+3</td>\n      <td>55+3</td>\n      <td>51+3</td>\n      <td>48+3</td>\n      <td>48+3</td>\n      <td>48+3</td>\n      <td>51+3</td>\n      <td>68.0</td>\n      <td>92.0</td>\n      <td>80.0</td>\n      <td>75.0</td>\n      <td>90.0</td>\n      <td>84.0</td>\n      <td>74.0</td>\n      <td>62.0</td>\n      <td>59.0</td>\n      <td>85.0</td>\n      <td>73.0</td>\n      <td>73.0</td>\n      <td>75.0</td>\n      <td>86.0</td>\n      <td>69.0</td>\n      <td>86.0</td>\n      <td>79.0</td>\n      <td>70.0</td>\n      <td>85.0</td>\n      <td>80.0</td>\n      <td>50.0</td>\n      <td>20.0</td>\n      <td>92.0</td>\n      <td>74.0</td>\n      <td>70.0</td>\n      <td>86.0</td>\n      <td>35.0</td>\n      <td>22.0</td>\n      <td>18.0</td>\n      <td>5.0</td>\n      <td>12.0</td>\n      <td>7.0</td>\n      <td>5.0</td>\n      <td>10.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>91</th>\n      <td>91</td>\n      <td>187961</td>\n      <td>Paulinho</td>\n      <td>29</td>\n      <td>https://cdn.sofifa.org/players/4/19/187961.png</td>\n      <td>Brazil</td>\n      <td>https://cdn.sofifa.org/flags/54.png</td>\n      <td>85</td>\n      <td>85</td>\n      <td>Guangzhou Evergrande Taobao FC</td>\n      <td>https://cdn.sofifa.org/teams/2/light/111839.png</td>\n      <td>€37M</td>\n      <td>€235K</td>\n      <td>2245</td>\n      <td>Right</td>\n      <td>3.0</td>\n      <td>3.0</td>\n      <td>3.0</td>\n      <td>High/ High</td>\n      <td>Lean</td>\n      <td>Yes</td>\n      <td>LDM</td>\n      <td>9.0</td>\n      <td>NaN</td>\n      <td>FC Barcelona</td>\n      <td>Jun 30, 2019</td>\n      <td>6'0</td>\n      <td>157lbs</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>79+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>79+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>79+3</td>\n      <td>82+3</td>\n      <td>82+3</td>\n      <td>82+3</td>\n      <td>79+3</td>\n      <td>78+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>78+3</td>\n      <td>78+3</td>\n      <td>80+3</td>\n      <td>80+3</td>\n      <td>80+3</td>\n      <td>78+3</td>\n      <td>64.0</td>\n      <td>81.0</td>\n      <td>85.0</td>\n      <td>84.0</td>\n      <td>75.0</td>\n      <td>82.0</td>\n      <td>66.0</td>\n      <td>72.0</td>\n      <td>80.0</td>\n      <td>84.0</td>\n      <td>73.0</td>\n      <td>73.0</td>\n      <td>69.0</td>\n      <td>84.0</td>\n      <td>66.0</td>\n      <td>83.0</td>\n      <td>90.0</td>\n      <td>92.0</td>\n      <td>81.0</td>\n      <td>80.0</td>\n      <td>81.0</td>\n      <td>81.0</td>\n      <td>84.0</td>\n      <td>78.0</td>\n      <td>71.0</td>\n      <td>80.0</td>\n      <td>75.0</td>\n      <td>81.0</td>\n      <td>73.0</td>\n      <td>16.0</td>\n      <td>16.0</td>\n      <td>11.0</td>\n      <td>6.0</td>\n      <td>8.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>166</th>\n      <td>166</td>\n      <td>212523</td>\n      <td>Anderson Talisca</td>\n      <td>24</td>\n      <td>https://cdn.sofifa.org/players/4/19/212523.png</td>\n      <td>Brazil</td>\n      <td>https://cdn.sofifa.org/flags/54.png</td>\n      <td>83</td>\n      <td>90</td>\n      <td>Guangzhou Evergrande Taobao FC</td>\n      <td>https://cdn.sofifa.org/teams/2/light/111839.png</td>\n      <td>€36.5M</td>\n      <td>€18K</td>\n      <td>2142</td>\n      <td>Left</td>\n      <td>2.0</td>\n      <td>4.0</td>\n      <td>4.0</td>\n      <td>High/ Medium</td>\n      <td>Normal</td>\n      <td>No</td>\n      <td>CAM</td>\n      <td>24.0</td>\n      <td>NaN</td>\n      <td>SL Benfica</td>\n      <td>Dec 31, 2018</td>\n      <td>6'3</td>\n      <td>176lbs</td>\n      <td>80+2</td>\n      <td>80+2</td>\n      <td>80+2</td>\n      <td>81+2</td>\n      <td>81+2</td>\n      <td>81+2</td>\n      <td>81+2</td>\n      <td>81+2</td>\n      <td>81+2</td>\n      <td>81+2</td>\n      <td>81+2</td>\n      <td>80+2</td>\n      <td>79+2</td>\n      <td>79+2</td>\n      <td>79+2</td>\n      <td>80+2</td>\n      <td>69+2</td>\n      <td>69+2</td>\n      <td>69+2</td>\n      <td>69+2</td>\n      <td>69+2</td>\n      <td>67+2</td>\n      <td>64+2</td>\n      <td>64+2</td>\n      <td>64+2</td>\n      <td>67+2</td>\n      <td>78.0</td>\n      <td>80.0</td>\n      <td>77.0</td>\n      <td>81.0</td>\n      <td>76.0</td>\n      <td>82.0</td>\n      <td>86.0</td>\n      <td>87.0</td>\n      <td>79.0</td>\n      <td>84.0</td>\n      <td>77.0</td>\n      <td>76.0</td>\n      <td>76.0</td>\n      <td>79.0</td>\n      <td>65.0</td>\n      <td>84.0</td>\n      <td>58.0</td>\n      <td>76.0</td>\n      <td>72.0</td>\n      <td>88.0</td>\n      <td>67.0</td>\n      <td>58.0</td>\n      <td>86.0</td>\n      <td>81.0</td>\n      <td>71.0</td>\n      <td>74.0</td>\n      <td>55.0</td>\n      <td>62.0</td>\n      <td>42.0</td>\n      <td>13.0</td>\n      <td>11.0</td>\n      <td>13.0</td>\n      <td>12.0</td>\n      <td>10.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>176</th>\n      <td>176</td>\n      <td>207410</td>\n      <td>M. Kovačić</td>\n      <td>24</td>\n      <td>https://cdn.sofifa.org/players/4/19/207410.png</td>\n      <td>Croatia</td>\n      <td>https://cdn.sofifa.org/flags/10.png</td>\n      <td>83</td>\n      <td>89</td>\n      <td>Chelsea</td>\n      <td>https://cdn.sofifa.org/teams/2/light/5.png</td>\n      <td>€35M</td>\n      <td>€165K</td>\n      <td>2115</td>\n      <td>Right</td>\n      <td>3.0</td>\n      <td>4.0</td>\n      <td>4.0</td>\n      <td>High/ High</td>\n      <td>Normal</td>\n      <td>Yes</td>\n      <td>LCM</td>\n      <td>17.0</td>\n      <td>NaN</td>\n      <td>Real Madrid</td>\n      <td>Jun 30, 2019</td>\n      <td>5'9</td>\n      <td>172lbs</td>\n      <td>71+3</td>\n      <td>71+3</td>\n      <td>71+3</td>\n      <td>79+3</td>\n      <td>78+3</td>\n      <td>78+3</td>\n      <td>78+3</td>\n      <td>79+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>80+3</td>\n      <td>82+3</td>\n      <td>82+3</td>\n      <td>82+3</td>\n      <td>80+3</td>\n      <td>76+3</td>\n      <td>78+3</td>\n      <td>78+3</td>\n      <td>78+3</td>\n      <td>76+3</td>\n      <td>74+3</td>\n      <td>69+3</td>\n      <td>69+3</td>\n      <td>69+3</td>\n      <td>74+3</td>\n      <td>73.0</td>\n      <td>62.0</td>\n      <td>42.0</td>\n      <td>87.0</td>\n      <td>76.0</td>\n      <td>88.0</td>\n      <td>78.0</td>\n      <td>68.0</td>\n      <td>82.0</td>\n      <td>89.0</td>\n      <td>84.0</td>\n      <td>74.0</td>\n      <td>81.0</td>\n      <td>70.0</td>\n      <td>85.0</td>\n      <td>79.0</td>\n      <td>63.0</td>\n      <td>82.0</td>\n      <td>65.0</td>\n      <td>75.0</td>\n      <td>77.0</td>\n      <td>78.0</td>\n      <td>69.0</td>\n      <td>88.0</td>\n      <td>59.0</td>\n      <td>72.0</td>\n      <td>69.0</td>\n      <td>75.0</td>\n      <td>63.0</td>\n      <td>9.0</td>\n      <td>5.0</td>\n      <td>6.0</td>\n      <td>7.0</td>\n      <td>7.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>332</th>\n      <td>332</td>\n      <td>216409</td>\n      <td>M. Politano</td>\n      <td>24</td>\n      <td>https://cdn.sofifa.org/players/4/19/216409.png</td>\n      <td>Italy</td>\n      <td>https://cdn.sofifa.org/flags/27.png</td>\n      <td>81</td>\n      <td>84</td>\n      <td>Inter</td>\n      <td>https://cdn.sofifa.org/teams/2/light/44.png</td>\n      <td>€22.5M</td>\n      <td>€57K</td>\n      <td>1983</td>\n      <td>Left</td>\n      <td>2.0</td>\n      <td>4.0</td>\n      <td>4.0</td>\n      <td>High/ Medium</td>\n      <td>Normal</td>\n      <td>No</td>\n      <td>RM</td>\n      <td>16.0</td>\n      <td>NaN</td>\n      <td>Sassuolo</td>\n      <td>Jun 30, 2019</td>\n      <td>5'7</td>\n      <td>148lbs</td>\n      <td>73+2</td>\n      <td>73+2</td>\n      <td>73+2</td>\n      <td>80+2</td>\n      <td>78+2</td>\n      <td>78+2</td>\n      <td>78+2</td>\n      <td>80+2</td>\n      <td>79+2</td>\n      <td>79+2</td>\n      <td>79+2</td>\n      <td>79+2</td>\n      <td>73+2</td>\n      <td>73+2</td>\n      <td>73+2</td>\n      <td>79+2</td>\n      <td>64+2</td>\n      <td>60+2</td>\n      <td>60+2</td>\n      <td>60+2</td>\n      <td>64+2</td>\n      <td>59+2</td>\n      <td>48+2</td>\n      <td>48+2</td>\n      <td>48+2</td>\n      <td>59+2</td>\n      <td>79.0</td>\n      <td>74.0</td>\n      <td>40.0</td>\n      <td>78.0</td>\n      <td>73.0</td>\n      <td>84.0</td>\n      <td>77.0</td>\n      <td>75.0</td>\n      <td>74.0</td>\n      <td>83.0</td>\n      <td>85.0</td>\n      <td>84.0</td>\n      <td>90.0</td>\n      <td>79.0</td>\n      <td>82.0</td>\n      <td>78.0</td>\n      <td>50.0</td>\n      <td>79.0</td>\n      <td>45.0</td>\n      <td>82.0</td>\n      <td>63.0</td>\n      <td>38.0</td>\n      <td>77.0</td>\n      <td>75.0</td>\n      <td>70.0</td>\n      <td>79.0</td>\n      <td>63.0</td>\n      <td>29.0</td>\n      <td>29.0</td>\n      <td>11.0</td>\n      <td>12.0</td>\n      <td>6.0</td>\n      <td>8.0</td>\n      <td>11.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>354</th>\n      <td>354</td>\n      <td>203890</td>\n      <td>S. Vrsaljko</td>\n      <td>26</td>\n      <td>https://cdn.sofifa.org/players/4/19/203890.png</td>\n      <td>Croatia</td>\n      <td>https://cdn.sofifa.org/flags/10.png</td>\n      <td>81</td>\n      <td>84</td>\n      <td>Inter</td>\n      <td>https://cdn.sofifa.org/teams/2/light/44.png</td>\n      <td>€18M</td>\n      <td>€57K</td>\n      <td>2069</td>\n      <td>Right</td>\n      <td>2.0</td>\n      <td>3.0</td>\n      <td>3.0</td>\n      <td>High/ Medium</td>\n      <td>Lean</td>\n      <td>No</td>\n      <td>RB</td>\n      <td>2.0</td>\n      <td>NaN</td>\n      <td>Atlético Madrid</td>\n      <td>Jun 30, 2019</td>\n      <td>5'11</td>\n      <td>168lbs</td>\n      <td>67+2</td>\n      <td>67+2</td>\n      <td>67+2</td>\n      <td>71+2</td>\n      <td>70+2</td>\n      <td>70+2</td>\n      <td>70+2</td>\n      <td>71+2</td>\n      <td>70+2</td>\n      <td>70+2</td>\n      <td>70+2</td>\n      <td>74+2</td>\n      <td>73+2</td>\n      <td>73+2</td>\n      <td>73+2</td>\n      <td>74+2</td>\n      <td>79+2</td>\n      <td>77+2</td>\n      <td>77+2</td>\n      <td>77+2</td>\n      <td>79+2</td>\n      <td>79+2</td>\n      <td>77+2</td>\n      <td>77+2</td>\n      <td>77+2</td>\n      <td>79+2</td>\n      <td>82.0</td>\n      <td>44.0</td>\n      <td>73.0</td>\n      <td>77.0</td>\n      <td>53.0</td>\n      <td>74.0</td>\n      <td>70.0</td>\n      <td>57.0</td>\n      <td>70.0</td>\n      <td>79.0</td>\n      <td>82.0</td>\n      <td>79.0</td>\n      <td>67.0</td>\n      <td>77.0</td>\n      <td>72.0</td>\n      <td>75.0</td>\n      <td>85.0</td>\n      <td>90.0</td>\n      <td>73.0</td>\n      <td>58.0</td>\n      <td>75.0</td>\n      <td>79.0</td>\n      <td>65.0</td>\n      <td>68.0</td>\n      <td>52.0</td>\n      <td>67.0</td>\n      <td>77.0</td>\n      <td>81.0</td>\n      <td>77.0</td>\n      <td>15.0</td>\n      <td>11.0</td>\n      <td>10.0</td>\n      <td>10.0</td>\n      <td>12.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>357</th>\n      <td>357</td>\n      <td>202685</td>\n      <td>S. Zaza</td>\n      <td>27</td>\n      <td>https://cdn.sofifa.org/players/4/19/202685.png</td>\n      <td>Italy</td>\n      <td>https://cdn.sofifa.org/flags/27.png</td>\n      <td>81</td>\n      <td>82</td>\n      <td>Torino</td>\n      <td>https://cdn.sofifa.org/teams/2/light/54.png</td>\n      <td>€21M</td>\n      <td>€48K</td>\n      <td>2028</td>\n      <td>Left</td>\n      <td>2.0</td>\n      <td>3.0</td>\n      <td>4.0</td>\n      <td>High/ High</td>\n      <td>Normal</td>\n      <td>Yes</td>\n      <td>RS</td>\n      <td>11.0</td>\n      <td>NaN</td>\n      <td>Valencia CF</td>\n      <td>Jun 30, 2019</td>\n      <td>6'1</td>\n      <td>185lbs</td>\n      <td>79+2</td>\n      <td>79+2</td>\n      <td>79+2</td>\n      <td>74+2</td>\n      <td>77+2</td>\n      <td>77+2</td>\n      <td>77+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>72+2</td>\n      <td>67+2</td>\n      <td>67+2</td>\n      <td>67+2</td>\n      <td>72+2</td>\n      <td>61+2</td>\n      <td>60+2</td>\n      <td>60+2</td>\n      <td>60+2</td>\n      <td>61+2</td>\n      <td>60+2</td>\n      <td>62+2</td>\n      <td>62+2</td>\n      <td>62+2</td>\n      <td>60+2</td>\n      <td>52.0</td>\n      <td>80.0</td>\n      <td>79.0</td>\n      <td>71.0</td>\n      <td>81.0</td>\n      <td>77.0</td>\n      <td>71.0</td>\n      <td>56.0</td>\n      <td>45.0</td>\n      <td>79.0</td>\n      <td>79.0</td>\n      <td>79.0</td>\n      <td>76.0</td>\n      <td>78.0</td>\n      <td>69.0</td>\n      <td>85.0</td>\n      <td>89.0</td>\n      <td>76.0</td>\n      <td>88.0</td>\n      <td>72.0</td>\n      <td>87.0</td>\n      <td>40.0</td>\n      <td>83.0</td>\n      <td>66.0</td>\n      <td>79.0</td>\n      <td>72.0</td>\n      <td>54.0</td>\n      <td>42.0</td>\n      <td>50.0</td>\n      <td>7.0</td>\n      <td>13.0</td>\n      <td>9.0</td>\n      <td>7.0</td>\n      <td>9.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>427</th>\n      <td>427</td>\n      <td>226226</td>\n      <td>G. Lo Celso</td>\n      <td>22</td>\n      <td>https://cdn.sofifa.org/players/4/19/226226.png</td>\n      <td>Argentina</td>\n      <td>https://cdn.sofifa.org/flags/52.png</td>\n      <td>80</td>\n      <td>86</td>\n      <td>Real Betis</td>\n      <td>https://cdn.sofifa.org/teams/2/light/449.png</td>\n      <td>€20M</td>\n      <td>€72K</td>\n      <td>2105</td>\n      <td>Left</td>\n      <td>1.0</td>\n      <td>3.0</td>\n      <td>3.0</td>\n      <td>High/ Medium</td>\n      <td>Normal</td>\n      <td>Yes</td>\n      <td>RCM</td>\n      <td>20.0</td>\n      <td>NaN</td>\n      <td>Paris Saint-Germain</td>\n      <td>Jun 30, 2019</td>\n      <td>5'9</td>\n      <td>154lbs</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>78+2</td>\n      <td>77+2</td>\n      <td>77+2</td>\n      <td>77+2</td>\n      <td>78+2</td>\n      <td>79+2</td>\n      <td>79+2</td>\n      <td>79+2</td>\n      <td>78+2</td>\n      <td>78+2</td>\n      <td>78+2</td>\n      <td>78+2</td>\n      <td>78+2</td>\n      <td>73+2</td>\n      <td>72+2</td>\n      <td>72+2</td>\n      <td>72+2</td>\n      <td>73+2</td>\n      <td>71+2</td>\n      <td>66+2</td>\n      <td>66+2</td>\n      <td>66+2</td>\n      <td>71+2</td>\n      <td>75.0</td>\n      <td>73.0</td>\n      <td>59.0</td>\n      <td>81.0</td>\n      <td>69.0</td>\n      <td>81.0</td>\n      <td>82.0</td>\n      <td>72.0</td>\n      <td>80.0</td>\n      <td>82.0</td>\n      <td>72.0</td>\n      <td>75.0</td>\n      <td>81.0</td>\n      <td>77.0</td>\n      <td>81.0</td>\n      <td>79.0</td>\n      <td>64.0</td>\n      <td>80.0</td>\n      <td>67.0</td>\n      <td>75.0</td>\n      <td>65.0</td>\n      <td>65.0</td>\n      <td>78.0</td>\n      <td>81.0</td>\n      <td>60.0</td>\n      <td>79.0</td>\n      <td>61.0</td>\n      <td>67.0</td>\n      <td>67.0</td>\n      <td>10.0</td>\n      <td>7.0</td>\n      <td>10.0</td>\n      <td>15.0</td>\n      <td>14.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>434</th>\n      <td>434</td>\n      <td>219809</td>\n      <td>T. Bakayoko</td>\n      <td>23</td>\n      <td>https://cdn.sofifa.org/players/4/19/219809.png</td>\n      <td>France</td>\n      <td>https://cdn.sofifa.org/flags/18.png</td>\n      <td>80</td>\n      <td>85</td>\n      <td>Milan</td>\n      <td>https://cdn.sofifa.org/teams/2/light/47.png</td>\n      <td>€17M</td>\n      <td>€85K</td>\n      <td>1928</td>\n      <td>Right</td>\n      <td>2.0</td>\n      <td>3.0</td>\n      <td>3.0</td>\n      <td>Medium/ Medium</td>\n      <td>Lean</td>\n      <td>Yes</td>\n      <td>LCM</td>\n      <td>14.0</td>\n      <td>NaN</td>\n      <td>Chelsea</td>\n      <td>Jun 30, 2019</td>\n      <td>6'2</td>\n      <td>187lbs</td>\n      <td>63+2</td>\n      <td>63+2</td>\n      <td>63+2</td>\n      <td>66+2</td>\n      <td>67+2</td>\n      <td>67+2</td>\n      <td>67+2</td>\n      <td>66+2</td>\n      <td>69+2</td>\n      <td>69+2</td>\n      <td>69+2</td>\n      <td>69+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>69+2</td>\n      <td>74+2</td>\n      <td>78+2</td>\n      <td>78+2</td>\n      <td>78+2</td>\n      <td>74+2</td>\n      <td>75+2</td>\n      <td>78+2</td>\n      <td>78+2</td>\n      <td>78+2</td>\n      <td>75+2</td>\n      <td>55.0</td>\n      <td>37.0</td>\n      <td>71.0</td>\n      <td>78.0</td>\n      <td>36.0</td>\n      <td>76.0</td>\n      <td>51.0</td>\n      <td>37.0</td>\n      <td>75.0</td>\n      <td>77.0</td>\n      <td>67.0</td>\n      <td>69.0</td>\n      <td>64.0</td>\n      <td>74.0</td>\n      <td>57.0</td>\n      <td>72.0</td>\n      <td>76.0</td>\n      <td>83.0</td>\n      <td>80.0</td>\n      <td>50.0</td>\n      <td>87.0</td>\n      <td>80.0</td>\n      <td>60.0</td>\n      <td>73.0</td>\n      <td>45.0</td>\n      <td>68.0</td>\n      <td>71.0</td>\n      <td>84.0</td>\n      <td>82.0</td>\n      <td>11.0</td>\n      <td>15.0</td>\n      <td>11.0</td>\n      <td>14.0</td>\n      <td>10.0</td>\n      <td>NaN</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
     },
     "metadata": {},
     "execution_count": 10
    }
   ],
   "source": [
    "df[df.isna()[\"Loaned From\"]==False].head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "Nº de valores nulos: 48\n"
     ]
    }
   ],
   "source": [
    "print(\"Nº de valores nulos: \" + str(df[df.isna()[\"International Reputation\"]].shape[0]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "       Unnamed: 0      ID          Name  Age  \\\n",
       "13236       13236  177971    J. McNulty   33   \n",
       "13237       13237  195380    J. Barrera   29   \n",
       "13238       13238  139317      J. Stead   35   \n",
       "13239       13239  240437   A. Semprini   20   \n",
       "13240       13240  209462    R. Bingham   24   \n",
       "13241       13241  219702  K. Dankowski   21   \n",
       "13242       13242  225590     I. Colman   23   \n",
       "13243       13243  233782     M. Feeney   19   \n",
       "13244       13244  239158      R. Minor   30   \n",
       "13245       13245  242998        Klauss   21   \n",
       "\n",
       "                                                Photo Nationality  \\\n",
       "13236  https://cdn.sofifa.org/players/4/19/177971.png    Scotland   \n",
       "13237  https://cdn.sofifa.org/players/4/19/195380.png   Nicaragua   \n",
       "13238  https://cdn.sofifa.org/players/4/19/139317.png     England   \n",
       "13239  https://cdn.sofifa.org/players/4/19/240437.png       Italy   \n",
       "13240  https://cdn.sofifa.org/players/4/19/209462.png     England   \n",
       "13241  https://cdn.sofifa.org/players/4/19/219702.png      Poland   \n",
       "13242  https://cdn.sofifa.org/players/4/19/225590.png   Argentina   \n",
       "13243  https://cdn.sofifa.org/players/4/19/233782.png     England   \n",
       "13244  https://cdn.sofifa.org/players/4/19/239158.png     Denmark   \n",
       "13245  https://cdn.sofifa.org/players/4/19/242998.png      Brazil   \n",
       "\n",
       "                                      Flag  Overall  Potential  \\\n",
       "13236  https://cdn.sofifa.org/flags/42.png       62         62   \n",
       "13237  https://cdn.sofifa.org/flags/86.png       62         62   \n",
       "13238  https://cdn.sofifa.org/flags/14.png       62         62   \n",
       "13239  https://cdn.sofifa.org/flags/27.png       62         72   \n",
       "13240  https://cdn.sofifa.org/flags/14.png       62         66   \n",
       "13241  https://cdn.sofifa.org/flags/37.png       62         72   \n",
       "13242  https://cdn.sofifa.org/flags/52.png       62         70   \n",
       "13243  https://cdn.sofifa.org/flags/14.png       62         78   \n",
       "13244  https://cdn.sofifa.org/flags/13.png       62         62   \n",
       "13245  https://cdn.sofifa.org/flags/54.png       62         69   \n",
       "\n",
       "                         Club  \\\n",
       "13236                Rochdale   \n",
       "13237         Boyacá Chicó FC   \n",
       "13238            Notts County   \n",
       "13239                 Brescia   \n",
       "13240  Hamilton Academical FC   \n",
       "13241           Śląsk Wrocław   \n",
       "13242  Club Atlético Aldosivi   \n",
       "13243                 Everton   \n",
       "13244                Hobro IK   \n",
       "13245            HJK Helsinki   \n",
       "\n",
       "                                             Club Logo  Value Wage  Special  \\\n",
       "13236    https://cdn.sofifa.org/teams/2/light/1955.png  €120K  €1K     1510   \n",
       "13237  https://cdn.sofifa.org/teams/2/light/112019.png  €300K  €1K     1532   \n",
       "13238    https://cdn.sofifa.org/teams/2/light/1937.png  €140K  €3K     1573   \n",
       "13239     https://cdn.sofifa.org/teams/2/light/190.png  €425K  €1K     1610   \n",
       "13240     https://cdn.sofifa.org/teams/2/light/184.png  €400K  €1K     1481   \n",
       "13241  https://cdn.sofifa.org/teams/2/light/111092.png  €425K  €1K     1692   \n",
       "13242  https://cdn.sofifa.org/teams/2/light/111707.png  €450K  €2K     1663   \n",
       "13243       https://cdn.sofifa.org/teams/2/light/7.png  €600K  €5K     1328   \n",
       "13244  https://cdn.sofifa.org/teams/2/light/112425.png  €230K  €2K     1244   \n",
       "13245  https://cdn.sofifa.org/teams/2/light/100325.png  €425K  €1K     1549   \n",
       "\n",
       "      Preferred Foot  International Reputation  Weak Foot  Skill Moves  \\\n",
       "13236            NaN                       NaN        NaN          NaN   \n",
       "13237            NaN                       NaN        NaN          NaN   \n",
       "13238            NaN                       NaN        NaN          NaN   \n",
       "13239            NaN                       NaN        NaN          NaN   \n",
       "13240            NaN                       NaN        NaN          NaN   \n",
       "13241            NaN                       NaN        NaN          NaN   \n",
       "13242            NaN                       NaN        NaN          NaN   \n",
       "13243            NaN                       NaN        NaN          NaN   \n",
       "13244            NaN                       NaN        NaN          NaN   \n",
       "13245            NaN                       NaN        NaN          NaN   \n",
       "\n",
       "      Work Rate Body Type Real Face Position  Jersey Number Joined  \\\n",
       "13236       NaN       NaN       NaN      NaN            NaN    NaN   \n",
       "13237       NaN       NaN       NaN      NaN            NaN    NaN   \n",
       "13238       NaN       NaN       NaN      NaN            NaN    NaN   \n",
       "13239       NaN       NaN       NaN      NaN            NaN    NaN   \n",
       "13240       NaN       NaN       NaN      NaN            NaN    NaN   \n",
       "13241       NaN       NaN       NaN      NaN            NaN    NaN   \n",
       "13242       NaN       NaN       NaN      NaN            NaN    NaN   \n",
       "13243       NaN       NaN       NaN      NaN            NaN    NaN   \n",
       "13244       NaN       NaN       NaN      NaN            NaN    NaN   \n",
       "13245       NaN       NaN       NaN      NaN            NaN    NaN   \n",
       "\n",
       "      Loaned From Contract Valid Until Height Weight   LS   ST   RS   LW   LF  \\\n",
       "13236         NaN                  NaN    NaN    NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "13237         NaN                  NaN    NaN    NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "13238         NaN                  NaN    NaN    NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "13239         NaN                  NaN    NaN    NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "13240         NaN                  NaN    NaN    NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "13241         NaN                  NaN    NaN    NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "13242         NaN                  NaN    NaN    NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "13243         NaN                  NaN    NaN    NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "13244         NaN                  NaN    NaN    NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "13245         NaN                  NaN    NaN    NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "\n",
       "        CF   RF   RW  LAM  CAM  RAM   LM  LCM   CM  RCM   RM  LWB  LDM  CDM  \\\n",
       "13236  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "13237  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "13238  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "13239  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "13240  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "13241  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "13242  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "13243  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "13244  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "13245  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN   \n",
       "\n",
       "       RDM  RWB   LB  LCB   CB  RCB   RB  Crossing  Finishing  \\\n",
       "13236  NaN  NaN  NaN  NaN  NaN  NaN  NaN       NaN        NaN   \n",
       "13237  NaN  NaN  NaN  NaN  NaN  NaN  NaN       NaN        NaN   \n",
       "13238  NaN  NaN  NaN  NaN  NaN  NaN  NaN       NaN        NaN   \n",
       "13239  NaN  NaN  NaN  NaN  NaN  NaN  NaN       NaN        NaN   \n",
       "13240  NaN  NaN  NaN  NaN  NaN  NaN  NaN       NaN        NaN   \n",
       "13241  NaN  NaN  NaN  NaN  NaN  NaN  NaN       NaN        NaN   \n",
       "13242  NaN  NaN  NaN  NaN  NaN  NaN  NaN       NaN        NaN   \n",
       "13243  NaN  NaN  NaN  NaN  NaN  NaN  NaN       NaN        NaN   \n",
       "13244  NaN  NaN  NaN  NaN  NaN  NaN  NaN       NaN        NaN   \n",
       "13245  NaN  NaN  NaN  NaN  NaN  NaN  NaN       NaN        NaN   \n",
       "\n",
       "       HeadingAccuracy  ShortPassing  Volleys  Dribbling  Curve  FKAccuracy  \\\n",
       "13236              NaN           NaN      NaN        NaN    NaN         NaN   \n",
       "13237              NaN           NaN      NaN        NaN    NaN         NaN   \n",
       "13238              NaN           NaN      NaN        NaN    NaN         NaN   \n",
       "13239              NaN           NaN      NaN        NaN    NaN         NaN   \n",
       "13240              NaN           NaN      NaN        NaN    NaN         NaN   \n",
       "13241              NaN           NaN      NaN        NaN    NaN         NaN   \n",
       "13242              NaN           NaN      NaN        NaN    NaN         NaN   \n",
       "13243              NaN           NaN      NaN        NaN    NaN         NaN   \n",
       "13244              NaN           NaN      NaN        NaN    NaN         NaN   \n",
       "13245              NaN           NaN      NaN        NaN    NaN         NaN   \n",
       "\n",
       "       LongPassing  BallControl  Acceleration  SprintSpeed  Agility  \\\n",
       "13236          NaN          NaN           NaN          NaN      NaN   \n",
       "13237          NaN          NaN           NaN          NaN      NaN   \n",
       "13238          NaN          NaN           NaN          NaN      NaN   \n",
       "13239          NaN          NaN           NaN          NaN      NaN   \n",
       "13240          NaN          NaN           NaN          NaN      NaN   \n",
       "13241          NaN          NaN           NaN          NaN      NaN   \n",
       "13242          NaN          NaN           NaN          NaN      NaN   \n",
       "13243          NaN          NaN           NaN          NaN      NaN   \n",
       "13244          NaN          NaN           NaN          NaN      NaN   \n",
       "13245          NaN          NaN           NaN          NaN      NaN   \n",
       "\n",
       "       Reactions  Balance  ShotPower  Jumping  Stamina  Strength  LongShots  \\\n",
       "13236        NaN      NaN        NaN      NaN      NaN       NaN        NaN   \n",
       "13237        NaN      NaN        NaN      NaN      NaN       NaN        NaN   \n",
       "13238        NaN      NaN        NaN      NaN      NaN       NaN        NaN   \n",
       "13239        NaN      NaN        NaN      NaN      NaN       NaN        NaN   \n",
       "13240        NaN      NaN        NaN      NaN      NaN       NaN        NaN   \n",
       "13241        NaN      NaN        NaN      NaN      NaN       NaN        NaN   \n",
       "13242        NaN      NaN        NaN      NaN      NaN       NaN        NaN   \n",
       "13243        NaN      NaN        NaN      NaN      NaN       NaN        NaN   \n",
       "13244        NaN      NaN        NaN      NaN      NaN       NaN        NaN   \n",
       "13245        NaN      NaN        NaN      NaN      NaN       NaN        NaN   \n",
       "\n",
       "       Aggression  Interceptions  Positioning  Vision  Penalties  Composure  \\\n",
       "13236         NaN            NaN          NaN     NaN        NaN        NaN   \n",
       "13237         NaN            NaN          NaN     NaN        NaN        NaN   \n",
       "13238         NaN            NaN          NaN     NaN        NaN        NaN   \n",
       "13239         NaN            NaN          NaN     NaN        NaN        NaN   \n",
       "13240         NaN            NaN          NaN     NaN        NaN        NaN   \n",
       "13241         NaN            NaN          NaN     NaN        NaN        NaN   \n",
       "13242         NaN            NaN          NaN     NaN        NaN        NaN   \n",
       "13243         NaN            NaN          NaN     NaN        NaN        NaN   \n",
       "13244         NaN            NaN          NaN     NaN        NaN        NaN   \n",
       "13245         NaN            NaN          NaN     NaN        NaN        NaN   \n",
       "\n",
       "       Marking  StandingTackle  SlidingTackle  GKDiving  GKHandling  \\\n",
       "13236      NaN             NaN            NaN       NaN         NaN   \n",
       "13237      NaN             NaN            NaN       NaN         NaN   \n",
       "13238      NaN             NaN            NaN       NaN         NaN   \n",
       "13239      NaN             NaN            NaN       NaN         NaN   \n",
       "13240      NaN             NaN            NaN       NaN         NaN   \n",
       "13241      NaN             NaN            NaN       NaN         NaN   \n",
       "13242      NaN             NaN            NaN       NaN         NaN   \n",
       "13243      NaN             NaN            NaN       NaN         NaN   \n",
       "13244      NaN             NaN            NaN       NaN         NaN   \n",
       "13245      NaN             NaN            NaN       NaN         NaN   \n",
       "\n",
       "       GKKicking  GKPositioning  GKReflexes Release Clause  \n",
       "13236        NaN            NaN         NaN            NaN  \n",
       "13237        NaN            NaN         NaN            NaN  \n",
       "13238        NaN            NaN         NaN            NaN  \n",
       "13239        NaN            NaN         NaN            NaN  \n",
       "13240        NaN            NaN         NaN            NaN  \n",
       "13241        NaN            NaN         NaN            NaN  \n",
       "13242        NaN            NaN         NaN            NaN  \n",
       "13243        NaN            NaN         NaN            NaN  \n",
       "13244        NaN            NaN         NaN            NaN  \n",
       "13245        NaN            NaN         NaN            NaN  "
      ],
      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Unnamed: 0</th>\n      <th>ID</th>\n      <th>Name</th>\n      <th>Age</th>\n      <th>Photo</th>\n      <th>Nationality</th>\n      <th>Flag</th>\n      <th>Overall</th>\n      <th>Potential</th>\n      <th>Club</th>\n      <th>Club Logo</th>\n      <th>Value</th>\n      <th>Wage</th>\n      <th>Special</th>\n      <th>Preferred Foot</th>\n      <th>International Reputation</th>\n      <th>Weak Foot</th>\n      <th>Skill Moves</th>\n      <th>Work Rate</th>\n      <th>Body Type</th>\n      <th>Real Face</th>\n      <th>Position</th>\n      <th>Jersey Number</th>\n      <th>Joined</th>\n      <th>Loaned From</th>\n      <th>Contract Valid Until</th>\n      <th>Height</th>\n      <th>Weight</th>\n      <th>LS</th>\n      <th>ST</th>\n      <th>RS</th>\n      <th>LW</th>\n      <th>LF</th>\n      <th>CF</th>\n      <th>RF</th>\n      <th>RW</th>\n      <th>LAM</th>\n      <th>CAM</th>\n      <th>RAM</th>\n      <th>LM</th>\n      <th>LCM</th>\n      <th>CM</th>\n      <th>RCM</th>\n      <th>RM</th>\n      <th>LWB</th>\n      <th>LDM</th>\n      <th>CDM</th>\n      <th>RDM</th>\n      <th>RWB</th>\n      <th>LB</th>\n      <th>LCB</th>\n      <th>CB</th>\n      <th>RCB</th>\n      <th>RB</th>\n      <th>Crossing</th>\n      <th>Finishing</th>\n      <th>HeadingAccuracy</th>\n      <th>ShortPassing</th>\n      <th>Volleys</th>\n      <th>Dribbling</th>\n      <th>Curve</th>\n      <th>FKAccuracy</th>\n      <th>LongPassing</th>\n      <th>BallControl</th>\n      <th>Acceleration</th>\n      <th>SprintSpeed</th>\n      <th>Agility</th>\n      <th>Reactions</th>\n      <th>Balance</th>\n      <th>ShotPower</th>\n      <th>Jumping</th>\n      <th>Stamina</th>\n      <th>Strength</th>\n      <th>LongShots</th>\n      <th>Aggression</th>\n      <th>Interceptions</th>\n      <th>Positioning</th>\n      <th>Vision</th>\n      <th>Penalties</th>\n      <th>Composure</th>\n      <th>Marking</th>\n      <th>StandingTackle</th>\n      <th>SlidingTackle</th>\n      <th>GKDiving</th>\n      <th>GKHandling</th>\n      <th>GKKicking</th>\n      <th>GKPositioning</th>\n      <th>GKReflexes</th>\n      <th>Release Clause</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>13236</th>\n      <td>13236</td>\n      <td>177971</td>\n      <td>J. McNulty</td>\n      <td>33</td>\n      <td>https://cdn.sofifa.org/players/4/19/177971.png</td>\n      <td>Scotland</td>\n      <td>https://cdn.sofifa.org/flags/42.png</td>\n      <td>62</td>\n      <td>62</td>\n      <td>Rochdale</td>\n      <td>https://cdn.sofifa.org/teams/2/light/1955.png</td>\n      <td>€120K</td>\n      <td>€1K</td>\n      <td>1510</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>13237</th>\n      <td>13237</td>\n      <td>195380</td>\n      <td>J. Barrera</td>\n      <td>29</td>\n      <td>https://cdn.sofifa.org/players/4/19/195380.png</td>\n      <td>Nicaragua</td>\n      <td>https://cdn.sofifa.org/flags/86.png</td>\n      <td>62</td>\n      <td>62</td>\n      <td>Boyacá Chicó FC</td>\n      <td>https://cdn.sofifa.org/teams/2/light/112019.png</td>\n      <td>€300K</td>\n      <td>€1K</td>\n      <td>1532</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>13238</th>\n      <td>13238</td>\n      <td>139317</td>\n      <td>J. Stead</td>\n      <td>35</td>\n      <td>https://cdn.sofifa.org/players/4/19/139317.png</td>\n      <td>England</td>\n      <td>https://cdn.sofifa.org/flags/14.png</td>\n      <td>62</td>\n      <td>62</td>\n      <td>Notts County</td>\n      <td>https://cdn.sofifa.org/teams/2/light/1937.png</td>\n      <td>€140K</td>\n      <td>€3K</td>\n      <td>1573</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>13239</th>\n      <td>13239</td>\n      <td>240437</td>\n      <td>A. Semprini</td>\n      <td>20</td>\n      <td>https://cdn.sofifa.org/players/4/19/240437.png</td>\n      <td>Italy</td>\n      <td>https://cdn.sofifa.org/flags/27.png</td>\n      <td>62</td>\n      <td>72</td>\n      <td>Brescia</td>\n      <td>https://cdn.sofifa.org/teams/2/light/190.png</td>\n      <td>€425K</td>\n      <td>€1K</td>\n      <td>1610</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>13240</th>\n      <td>13240</td>\n      <td>209462</td>\n      <td>R. Bingham</td>\n      <td>24</td>\n      <td>https://cdn.sofifa.org/players/4/19/209462.png</td>\n      <td>England</td>\n      <td>https://cdn.sofifa.org/flags/14.png</td>\n      <td>62</td>\n      <td>66</td>\n      <td>Hamilton Academical FC</td>\n      <td>https://cdn.sofifa.org/teams/2/light/184.png</td>\n      <td>€400K</td>\n      <td>€1K</td>\n      <td>1481</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>13241</th>\n      <td>13241</td>\n      <td>219702</td>\n      <td>K. Dankowski</td>\n      <td>21</td>\n      <td>https://cdn.sofifa.org/players/4/19/219702.png</td>\n      <td>Poland</td>\n      <td>https://cdn.sofifa.org/flags/37.png</td>\n      <td>62</td>\n      <td>72</td>\n      <td>Śląsk Wrocław</td>\n      <td>https://cdn.sofifa.org/teams/2/light/111092.png</td>\n      <td>€425K</td>\n      <td>€1K</td>\n      <td>1692</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>13242</th>\n      <td>13242</td>\n      <td>225590</td>\n      <td>I. Colman</td>\n      <td>23</td>\n      <td>https://cdn.sofifa.org/players/4/19/225590.png</td>\n      <td>Argentina</td>\n      <td>https://cdn.sofifa.org/flags/52.png</td>\n      <td>62</td>\n      <td>70</td>\n      <td>Club Atlético Aldosivi</td>\n      <td>https://cdn.sofifa.org/teams/2/light/111707.png</td>\n      <td>€450K</td>\n      <td>€2K</td>\n      <td>1663</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>13243</th>\n      <td>13243</td>\n      <td>233782</td>\n      <td>M. Feeney</td>\n      <td>19</td>\n      <td>https://cdn.sofifa.org/players/4/19/233782.png</td>\n      <td>England</td>\n      <td>https://cdn.sofifa.org/flags/14.png</td>\n      <td>62</td>\n      <td>78</td>\n      <td>Everton</td>\n      <td>https://cdn.sofifa.org/teams/2/light/7.png</td>\n      <td>€600K</td>\n      <td>€5K</td>\n      <td>1328</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>13244</th>\n      <td>13244</td>\n      <td>239158</td>\n      <td>R. Minor</td>\n      <td>30</td>\n      <td>https://cdn.sofifa.org/players/4/19/239158.png</td>\n      <td>Denmark</td>\n      <td>https://cdn.sofifa.org/flags/13.png</td>\n      <td>62</td>\n      <td>62</td>\n      <td>Hobro IK</td>\n      <td>https://cdn.sofifa.org/teams/2/light/112425.png</td>\n      <td>€230K</td>\n      <td>€2K</td>\n      <td>1244</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>13245</th>\n      <td>13245</td>\n      <td>242998</td>\n      <td>Klauss</td>\n      <td>21</td>\n      <td>https://cdn.sofifa.org/players/4/19/242998.png</td>\n      <td>Brazil</td>\n      <td>https://cdn.sofifa.org/flags/54.png</td>\n      <td>62</td>\n      <td>69</td>\n      <td>HJK Helsinki</td>\n      <td>https://cdn.sofifa.org/teams/2/light/100325.png</td>\n      <td>€425K</td>\n      <td>€1K</td>\n      <td>1549</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
     },
     "metadata": {},
     "execution_count": 12
    }
   ],
   "source": [
    "df[df.isna()[\"International Reputation\"]].head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "Nº de valores nulos: 0\n"
     ]
    }
   ],
   "source": [
    "print(\"Nº de valores nulos: \" + str(df[df.isna()[\"Wage\"]].shape[0]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "Nº de valores nulos: 289\n"
     ]
    }
   ],
   "source": [
    "print(\"Nº de valores nulos: \" + str(df[df.isna()[\"Contract Valid Until\"]].shape[0]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "      Unnamed: 0      ID          Name  Age  \\\n",
       "452          452  207439    L. Paredes   24   \n",
       "538          538  156713  A. Granqvist   33   \n",
       "568          568  229909      A. Lunev   26   \n",
       "677          677  187347  I. Smolnikov   29   \n",
       "874          874  187607     A. Dzyuba   29   \n",
       "953          953  204341     Luís Neto   30   \n",
       "997          997  223058    D. Kuzyaev   25   \n",
       "1008        1008  183389        G. Sio   29   \n",
       "1120        1120  156092     J. Villar   41   \n",
       "1271        1271  174381    C. Riveros   35   \n",
       "\n",
       "                                               Photo  Nationality  \\\n",
       "452   https://cdn.sofifa.org/players/4/19/207439.png    Argentina   \n",
       "538   https://cdn.sofifa.org/players/4/19/156713.png       Sweden   \n",
       "568   https://cdn.sofifa.org/players/4/19/229909.png       Russia   \n",
       "677   https://cdn.sofifa.org/players/4/19/187347.png       Russia   \n",
       "874   https://cdn.sofifa.org/players/4/19/187607.png       Russia   \n",
       "953   https://cdn.sofifa.org/players/4/19/204341.png     Portugal   \n",
       "997   https://cdn.sofifa.org/players/4/19/223058.png       Russia   \n",
       "1008  https://cdn.sofifa.org/players/4/19/183389.png  Ivory Coast   \n",
       "1120  https://cdn.sofifa.org/players/4/19/156092.png     Paraguay   \n",
       "1271  https://cdn.sofifa.org/players/4/19/174381.png     Paraguay   \n",
       "\n",
       "                                      Flag  Overall  Potential Club  \\\n",
       "452    https://cdn.sofifa.org/flags/52.png       80         85  NaN   \n",
       "538    https://cdn.sofifa.org/flags/46.png       80         80  NaN   \n",
       "568    https://cdn.sofifa.org/flags/40.png       79         81  NaN   \n",
       "677    https://cdn.sofifa.org/flags/40.png       79         79  NaN   \n",
       "874    https://cdn.sofifa.org/flags/40.png       78         78  NaN   \n",
       "953    https://cdn.sofifa.org/flags/38.png       77         77  NaN   \n",
       "997    https://cdn.sofifa.org/flags/40.png       77         80  NaN   \n",
       "1008  https://cdn.sofifa.org/flags/108.png       77         77  NaN   \n",
       "1120   https://cdn.sofifa.org/flags/58.png       77         77  NaN   \n",
       "1271   https://cdn.sofifa.org/flags/58.png       76         76  NaN   \n",
       "\n",
       "                                 Club Logo Value Wage  Special Preferred Foot  \\\n",
       "452    https://cdn.sofifa.org/flags/52.png    €0   €0     2122          Right   \n",
       "538    https://cdn.sofifa.org/flags/46.png    €0   €0     1797          Right   \n",
       "568    https://cdn.sofifa.org/flags/40.png    €0   €0     1217          Right   \n",
       "677    https://cdn.sofifa.org/flags/40.png    €0   €0     2038          Right   \n",
       "874    https://cdn.sofifa.org/flags/40.png    €0   €0     1810          Right   \n",
       "953    https://cdn.sofifa.org/flags/38.png    €0   €0     1749          Right   \n",
       "997    https://cdn.sofifa.org/flags/40.png    €0   €0     2041          Right   \n",
       "1008  https://cdn.sofifa.org/flags/108.png    €0   €0     1933           Left   \n",
       "1120   https://cdn.sofifa.org/flags/58.png    €0   €0     1168          Right   \n",
       "1271   https://cdn.sofifa.org/flags/58.png    €0   €0     2012          Right   \n",
       "\n",
       "      International Reputation  Weak Foot  Skill Moves       Work Rate  \\\n",
       "452                        2.0        4.0          4.0  Medium/ Medium   \n",
       "538                        2.0        4.0          2.0    High/ Medium   \n",
       "568                        1.0        3.0          1.0  Medium/ Medium   \n",
       "677                        2.0        3.0          3.0      High/ High   \n",
       "874                        2.0        3.0          3.0    High/ Medium   \n",
       "953                        1.0        3.0          2.0  Medium/ Medium   \n",
       "997                        1.0        3.0          3.0    Medium/ High   \n",
       "1008                       2.0        3.0          3.0       High/ Low   \n",
       "1120                       2.0        3.0          1.0  Medium/ Medium   \n",
       "1271                       1.0        3.0          3.0  Medium/ Medium   \n",
       "\n",
       "     Body Type Real Face Position  Jersey Number Joined Loaned From  \\\n",
       "452     Normal        No       CM            5.0    NaN         NaN   \n",
       "538     Normal        No      LCB            4.0    NaN         NaN   \n",
       "568     Normal        No       GK           12.0    NaN         NaN   \n",
       "677       Lean        No       RB            2.0    NaN         NaN   \n",
       "874     Stocky        No       ST           22.0    NaN         NaN   \n",
       "953       Lean        No       CB            4.0    NaN         NaN   \n",
       "997       Lean        No       RM            7.0    NaN         NaN   \n",
       "1008    Normal        No       ST           21.0    NaN         NaN   \n",
       "1120    Normal        No       GK            1.0    NaN         NaN   \n",
       "1271    Normal        No      CAM           16.0    NaN         NaN   \n",
       "\n",
       "     Contract Valid Until Height  Weight    LS    ST    RS    LW    LF    CF  \\\n",
       "452                   NaN   5'11  165lbs  71+2  71+2  71+2  75+2  75+2  75+2   \n",
       "538                   NaN    6'4  185lbs  62+2  62+2  62+2  56+2  58+2  58+2   \n",
       "568                   NaN    6'2  176lbs   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "677                   NaN   5'10  154lbs  70+2  70+2  70+2  73+2  72+2  72+2   \n",
       "874                   NaN    6'5  201lbs  77+2  77+2  77+2  71+2  74+2  74+2   \n",
       "953                   NaN    6'2  157lbs  52+2  52+2  52+2  51+2  51+2  51+2   \n",
       "997                   NaN    6'0  163lbs  70+2  70+2  70+2  74+2  74+2  74+2   \n",
       "1008                  NaN   5'11  176lbs  75+2  75+2  75+2  75+2  75+2  75+2   \n",
       "1120                  NaN   5'11  187lbs   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1271                  NaN   5'10  163lbs  70+2  70+2  70+2  71+2  71+2  71+2   \n",
       "\n",
       "        RF    RW   LAM   CAM   RAM    LM   LCM    CM   RCM    RM   LWB   LDM  \\\n",
       "452   75+2  75+2  77+2  77+2  77+2  76+2  79+2  79+2  79+2  76+2  75+2  77+2   \n",
       "538   58+2  56+2  58+2  58+2  58+2  57+2  64+2  64+2  64+2  57+2  68+2  74+2   \n",
       "568    NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "677   72+2  73+2  73+2  73+2  73+2  75+2  74+2  74+2  74+2  75+2  78+2  75+2   \n",
       "874   74+2  71+2  71+2  71+2  71+2  71+2  66+2  66+2  66+2  71+2  52+2  52+2   \n",
       "953   51+2  51+2  54+2  54+2  54+2  54+2  61+2  61+2  61+2  54+2  67+2  72+2   \n",
       "997   74+2  74+2  75+2  75+2  75+2  75+2  75+2  75+2  75+2  75+2  75+2  75+2   \n",
       "1008  75+2  75+2  74+2  74+2  74+2  74+2  67+2  67+2  67+2  74+2  53+2  52+2   \n",
       "1120   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN   \n",
       "1271  71+2  71+2  73+2  73+2  73+2  72+2  74+2  74+2  74+2  72+2  69+2  71+2   \n",
       "\n",
       "       CDM   RDM   RWB    LB   LCB    CB   RCB    RB  Crossing  Finishing  \\\n",
       "452   77+2  77+2  75+2  74+2  72+2  72+2  72+2  74+2      76.0       55.0   \n",
       "538   74+2  74+2  68+2  70+2  79+2  79+2  79+2  70+2      49.0       51.0   \n",
       "568    NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN      16.0       14.0   \n",
       "677   75+2  75+2  78+2  78+2  73+2  73+2  73+2  78+2      73.0       61.0   \n",
       "874   52+2  52+2  52+2  48+2  48+2  48+2  48+2  48+2      61.0       79.0   \n",
       "953   72+2  72+2  67+2  69+2  75+2  75+2  75+2  69+2      42.0       33.0   \n",
       "997   75+2  75+2  75+2  74+2  70+2  70+2  70+2  74+2      67.0       64.0   \n",
       "1008  52+2  52+2  53+2  50+2  46+2  46+2  46+2  50+2      68.0       77.0   \n",
       "1120   NaN   NaN   NaN   NaN   NaN   NaN   NaN   NaN      14.0       12.0   \n",
       "1271  71+2  71+2  69+2  68+2  67+2  67+2  67+2  68+2      74.0       69.0   \n",
       "\n",
       "      HeadingAccuracy  ShortPassing  Volleys  Dribbling  Curve  FKAccuracy  \\\n",
       "452              60.0          84.0     73.0       78.0   79.0        78.0   \n",
       "538              81.0          73.0     37.0       49.0   36.0        40.0   \n",
       "568              17.0          25.0     13.0       15.0   18.0        17.0   \n",
       "677              69.0          79.0     57.0       72.0   49.0        46.0   \n",
       "874              86.0          71.0     74.0       71.0   64.0        60.0   \n",
       "953              80.0          72.0     40.0       49.0   52.0        43.0   \n",
       "997              51.0          82.0     57.0       78.0   60.0        61.0   \n",
       "1008             71.0          73.0     73.0       76.0   73.0        69.0   \n",
       "1120             12.0          30.0      8.0       21.0   15.0        22.0   \n",
       "1271             70.0          81.0     64.0       69.0   67.0        68.0   \n",
       "\n",
       "      LongPassing  BallControl  Acceleration  SprintSpeed  Agility  Reactions  \\\n",
       "452          82.0         82.0          75.0         69.0     77.0       74.0   \n",
       "538          67.0         63.0          46.0         49.0     55.0       76.0   \n",
       "568          32.0         17.0          58.0         54.0     36.0       76.0   \n",
       "677          75.0         72.0          84.0         90.0     80.0       75.0   \n",
       "874          55.0         77.0          66.0         65.0     50.0       75.0   \n",
       "953          77.0         48.0          57.0         59.0     69.0       78.0   \n",
       "997          75.0         79.0          78.0         81.0     80.0       73.0   \n",
       "1008         67.0         76.0          78.0         85.0     79.0       71.0   \n",
       "1120         22.0         24.0          31.0         32.0     50.0       73.0   \n",
       "1271         77.0         76.0          60.0         53.0     79.0       72.0   \n",
       "\n",
       "      Balance  ShotPower  Jumping  Stamina  Strength  LongShots  Aggression  \\\n",
       "452      77.0       82.0     61.0     79.0      69.0       80.0        79.0   \n",
       "538      36.0       74.0     64.0     67.0      83.0       59.0        81.0   \n",
       "568      50.0       24.0     60.0     27.0      70.0       13.0        26.0   \n",
       "677      76.0       67.0     85.0     93.0      68.0       57.0        65.0   \n",
       "874      32.0       78.0     63.0     77.0      93.0       68.0        75.0   \n",
       "953      61.0       42.0     79.0     72.0      72.0       37.0        76.0   \n",
       "997      76.0       76.0     60.0     79.0      59.0       74.0        70.0   \n",
       "1008     73.0       77.0     70.0     78.0      74.0       74.0        77.0   \n",
       "1120     68.0       29.0     56.0     22.0      62.0       16.0        22.0   \n",
       "1271     70.0       71.0     65.0     75.0      62.0       71.0        72.0   \n",
       "\n",
       "      Interceptions  Positioning  Vision  Penalties  Composure  Marking  \\\n",
       "452            72.0         74.0    82.0       57.0       74.0     73.0   \n",
       "538            82.0         54.0    49.0       79.0       78.0     82.0   \n",
       "568            20.0         11.0    63.0       15.0       69.0     18.0   \n",
       "677            71.0         77.0    72.0       41.0       73.0     76.0   \n",
       "874            30.0         78.0    73.0       77.0       70.0     21.0   \n",
       "953            78.0         44.0    46.0       47.0       72.0     80.0   \n",
       "997            74.0         71.0    70.0       63.0       64.0     71.0   \n",
       "1008           18.0         76.0    73.0       72.0       72.0     40.0   \n",
       "1120           22.0         14.0    51.0       21.0       55.0     13.0   \n",
       "1271           65.0         76.0    77.0       71.0       80.0     76.0   \n",
       "\n",
       "      StandingTackle  SlidingTackle  GKDiving  GKHandling  GKKicking  \\\n",
       "452             75.0           72.0       9.0        14.0        6.0   \n",
       "538             83.0           79.0       7.0         9.0       12.0   \n",
       "568             20.0           12.0      80.0        73.0       65.0   \n",
       "677             76.0           80.0       7.0        12.0       10.0   \n",
       "874             15.0           19.0      15.0        12.0       11.0   \n",
       "953             77.0           78.0      10.0        15.0       13.0   \n",
       "997             77.0           76.0      15.0        16.0       13.0   \n",
       "1008            18.0           12.0      15.0         9.0       10.0   \n",
       "1120            13.0           14.0      75.0        75.0       74.0   \n",
       "1271            61.0           62.0       9.0        13.0        6.0   \n",
       "\n",
       "      GKPositioning  GKReflexes Release Clause  \n",
       "452             9.0        10.0            NaN  \n",
       "538            10.0        15.0            NaN  \n",
       "568            77.0        85.0            NaN  \n",
       "677             8.0        15.0            NaN  \n",
       "874            11.0         8.0            NaN  \n",
       "953            15.0         8.0            NaN  \n",
       "997             7.0         8.0            NaN  \n",
       "1008           15.0        16.0            NaN  \n",
       "1120           78.0        77.0            NaN  \n",
       "1271           16.0        15.0            NaN  "
      ],
      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Unnamed: 0</th>\n      <th>ID</th>\n      <th>Name</th>\n      <th>Age</th>\n      <th>Photo</th>\n      <th>Nationality</th>\n      <th>Flag</th>\n      <th>Overall</th>\n      <th>Potential</th>\n      <th>Club</th>\n      <th>Club Logo</th>\n      <th>Value</th>\n      <th>Wage</th>\n      <th>Special</th>\n      <th>Preferred Foot</th>\n      <th>International Reputation</th>\n      <th>Weak Foot</th>\n      <th>Skill Moves</th>\n      <th>Work Rate</th>\n      <th>Body Type</th>\n      <th>Real Face</th>\n      <th>Position</th>\n      <th>Jersey Number</th>\n      <th>Joined</th>\n      <th>Loaned From</th>\n      <th>Contract Valid Until</th>\n      <th>Height</th>\n      <th>Weight</th>\n      <th>LS</th>\n      <th>ST</th>\n      <th>RS</th>\n      <th>LW</th>\n      <th>LF</th>\n      <th>CF</th>\n      <th>RF</th>\n      <th>RW</th>\n      <th>LAM</th>\n      <th>CAM</th>\n      <th>RAM</th>\n      <th>LM</th>\n      <th>LCM</th>\n      <th>CM</th>\n      <th>RCM</th>\n      <th>RM</th>\n      <th>LWB</th>\n      <th>LDM</th>\n      <th>CDM</th>\n      <th>RDM</th>\n      <th>RWB</th>\n      <th>LB</th>\n      <th>LCB</th>\n      <th>CB</th>\n      <th>RCB</th>\n      <th>RB</th>\n      <th>Crossing</th>\n      <th>Finishing</th>\n      <th>HeadingAccuracy</th>\n      <th>ShortPassing</th>\n      <th>Volleys</th>\n      <th>Dribbling</th>\n      <th>Curve</th>\n      <th>FKAccuracy</th>\n      <th>LongPassing</th>\n      <th>BallControl</th>\n      <th>Acceleration</th>\n      <th>SprintSpeed</th>\n      <th>Agility</th>\n      <th>Reactions</th>\n      <th>Balance</th>\n      <th>ShotPower</th>\n      <th>Jumping</th>\n      <th>Stamina</th>\n      <th>Strength</th>\n      <th>LongShots</th>\n      <th>Aggression</th>\n      <th>Interceptions</th>\n      <th>Positioning</th>\n      <th>Vision</th>\n      <th>Penalties</th>\n      <th>Composure</th>\n      <th>Marking</th>\n      <th>StandingTackle</th>\n      <th>SlidingTackle</th>\n      <th>GKDiving</th>\n      <th>GKHandling</th>\n      <th>GKKicking</th>\n      <th>GKPositioning</th>\n      <th>GKReflexes</th>\n      <th>Release Clause</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>452</th>\n      <td>452</td>\n      <td>207439</td>\n      <td>L. Paredes</td>\n      <td>24</td>\n      <td>https://cdn.sofifa.org/players/4/19/207439.png</td>\n      <td>Argentina</td>\n      <td>https://cdn.sofifa.org/flags/52.png</td>\n      <td>80</td>\n      <td>85</td>\n      <td>NaN</td>\n      <td>https://cdn.sofifa.org/flags/52.png</td>\n      <td>€0</td>\n      <td>€0</td>\n      <td>2122</td>\n      <td>Right</td>\n      <td>2.0</td>\n      <td>4.0</td>\n      <td>4.0</td>\n      <td>Medium/ Medium</td>\n      <td>Normal</td>\n      <td>No</td>\n      <td>CM</td>\n      <td>5.0</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>5'11</td>\n      <td>165lbs</td>\n      <td>71+2</td>\n      <td>71+2</td>\n      <td>71+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>77+2</td>\n      <td>77+2</td>\n      <td>77+2</td>\n      <td>76+2</td>\n      <td>79+2</td>\n      <td>79+2</td>\n      <td>79+2</td>\n      <td>76+2</td>\n      <td>75+2</td>\n      <td>77+2</td>\n      <td>77+2</td>\n      <td>77+2</td>\n      <td>75+2</td>\n      <td>74+2</td>\n      <td>72+2</td>\n      <td>72+2</td>\n      <td>72+2</td>\n      <td>74+2</td>\n      <td>76.0</td>\n      <td>55.0</td>\n      <td>60.0</td>\n      <td>84.0</td>\n      <td>73.0</td>\n      <td>78.0</td>\n      <td>79.0</td>\n      <td>78.0</td>\n      <td>82.0</td>\n      <td>82.0</td>\n      <td>75.0</td>\n      <td>69.0</td>\n      <td>77.0</td>\n      <td>74.0</td>\n      <td>77.0</td>\n      <td>82.0</td>\n      <td>61.0</td>\n      <td>79.0</td>\n      <td>69.0</td>\n      <td>80.0</td>\n      <td>79.0</td>\n      <td>72.0</td>\n      <td>74.0</td>\n      <td>82.0</td>\n      <td>57.0</td>\n      <td>74.0</td>\n      <td>73.0</td>\n      <td>75.0</td>\n      <td>72.0</td>\n      <td>9.0</td>\n      <td>14.0</td>\n      <td>6.0</td>\n      <td>9.0</td>\n      <td>10.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>538</th>\n      <td>538</td>\n      <td>156713</td>\n      <td>A. Granqvist</td>\n      <td>33</td>\n      <td>https://cdn.sofifa.org/players/4/19/156713.png</td>\n      <td>Sweden</td>\n      <td>https://cdn.sofifa.org/flags/46.png</td>\n      <td>80</td>\n      <td>80</td>\n      <td>NaN</td>\n      <td>https://cdn.sofifa.org/flags/46.png</td>\n      <td>€0</td>\n      <td>€0</td>\n      <td>1797</td>\n      <td>Right</td>\n      <td>2.0</td>\n      <td>4.0</td>\n      <td>2.0</td>\n      <td>High/ Medium</td>\n      <td>Normal</td>\n      <td>No</td>\n      <td>LCB</td>\n      <td>4.0</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>6'4</td>\n      <td>185lbs</td>\n      <td>62+2</td>\n      <td>62+2</td>\n      <td>62+2</td>\n      <td>56+2</td>\n      <td>58+2</td>\n      <td>58+2</td>\n      <td>58+2</td>\n      <td>56+2</td>\n      <td>58+2</td>\n      <td>58+2</td>\n      <td>58+2</td>\n      <td>57+2</td>\n      <td>64+2</td>\n      <td>64+2</td>\n      <td>64+2</td>\n      <td>57+2</td>\n      <td>68+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>68+2</td>\n      <td>70+2</td>\n      <td>79+2</td>\n      <td>79+2</td>\n      <td>79+2</td>\n      <td>70+2</td>\n      <td>49.0</td>\n      <td>51.0</td>\n      <td>81.0</td>\n      <td>73.0</td>\n      <td>37.0</td>\n      <td>49.0</td>\n      <td>36.0</td>\n      <td>40.0</td>\n      <td>67.0</td>\n      <td>63.0</td>\n      <td>46.0</td>\n      <td>49.0</td>\n      <td>55.0</td>\n      <td>76.0</td>\n      <td>36.0</td>\n      <td>74.0</td>\n      <td>64.0</td>\n      <td>67.0</td>\n      <td>83.0</td>\n      <td>59.0</td>\n      <td>81.0</td>\n      <td>82.0</td>\n      <td>54.0</td>\n      <td>49.0</td>\n      <td>79.0</td>\n      <td>78.0</td>\n      <td>82.0</td>\n      <td>83.0</td>\n      <td>79.0</td>\n      <td>7.0</td>\n      <td>9.0</td>\n      <td>12.0</td>\n      <td>10.0</td>\n      <td>15.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>568</th>\n      <td>568</td>\n      <td>229909</td>\n      <td>A. Lunev</td>\n      <td>26</td>\n      <td>https://cdn.sofifa.org/players/4/19/229909.png</td>\n      <td>Russia</td>\n      <td>https://cdn.sofifa.org/flags/40.png</td>\n      <td>79</td>\n      <td>81</td>\n      <td>NaN</td>\n      <td>https://cdn.sofifa.org/flags/40.png</td>\n      <td>€0</td>\n      <td>€0</td>\n      <td>1217</td>\n      <td>Right</td>\n      <td>1.0</td>\n      <td>3.0</td>\n      <td>1.0</td>\n      <td>Medium/ Medium</td>\n      <td>Normal</td>\n      <td>No</td>\n      <td>GK</td>\n      <td>12.0</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>6'2</td>\n      <td>176lbs</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>16.0</td>\n      <td>14.0</td>\n      <td>17.0</td>\n      <td>25.0</td>\n      <td>13.0</td>\n      <td>15.0</td>\n      <td>18.0</td>\n      <td>17.0</td>\n      <td>32.0</td>\n      <td>17.0</td>\n      <td>58.0</td>\n      <td>54.0</td>\n      <td>36.0</td>\n      <td>76.0</td>\n      <td>50.0</td>\n      <td>24.0</td>\n      <td>60.0</td>\n      <td>27.0</td>\n      <td>70.0</td>\n      <td>13.0</td>\n      <td>26.0</td>\n      <td>20.0</td>\n      <td>11.0</td>\n      <td>63.0</td>\n      <td>15.0</td>\n      <td>69.0</td>\n      <td>18.0</td>\n      <td>20.0</td>\n      <td>12.0</td>\n      <td>80.0</td>\n      <td>73.0</td>\n      <td>65.0</td>\n      <td>77.0</td>\n      <td>85.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>677</th>\n      <td>677</td>\n      <td>187347</td>\n      <td>I. Smolnikov</td>\n      <td>29</td>\n      <td>https://cdn.sofifa.org/players/4/19/187347.png</td>\n      <td>Russia</td>\n      <td>https://cdn.sofifa.org/flags/40.png</td>\n      <td>79</td>\n      <td>79</td>\n      <td>NaN</td>\n      <td>https://cdn.sofifa.org/flags/40.png</td>\n      <td>€0</td>\n      <td>€0</td>\n      <td>2038</td>\n      <td>Right</td>\n      <td>2.0</td>\n      <td>3.0</td>\n      <td>3.0</td>\n      <td>High/ High</td>\n      <td>Lean</td>\n      <td>No</td>\n      <td>RB</td>\n      <td>2.0</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>5'10</td>\n      <td>154lbs</td>\n      <td>70+2</td>\n      <td>70+2</td>\n      <td>70+2</td>\n      <td>73+2</td>\n      <td>72+2</td>\n      <td>72+2</td>\n      <td>72+2</td>\n      <td>73+2</td>\n      <td>73+2</td>\n      <td>73+2</td>\n      <td>73+2</td>\n      <td>75+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>75+2</td>\n      <td>78+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>78+2</td>\n      <td>78+2</td>\n      <td>73+2</td>\n      <td>73+2</td>\n      <td>73+2</td>\n      <td>78+2</td>\n      <td>73.0</td>\n      <td>61.0</td>\n      <td>69.0</td>\n      <td>79.0</td>\n      <td>57.0</td>\n      <td>72.0</td>\n      <td>49.0</td>\n      <td>46.0</td>\n      <td>75.0</td>\n      <td>72.0</td>\n      <td>84.0</td>\n      <td>90.0</td>\n      <td>80.0</td>\n      <td>75.0</td>\n      <td>76.0</td>\n      <td>67.0</td>\n      <td>85.0</td>\n      <td>93.0</td>\n      <td>68.0</td>\n      <td>57.0</td>\n      <td>65.0</td>\n      <td>71.0</td>\n      <td>77.0</td>\n      <td>72.0</td>\n      <td>41.0</td>\n      <td>73.0</td>\n      <td>76.0</td>\n      <td>76.0</td>\n      <td>80.0</td>\n      <td>7.0</td>\n      <td>12.0</td>\n      <td>10.0</td>\n      <td>8.0</td>\n      <td>15.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>874</th>\n      <td>874</td>\n      <td>187607</td>\n      <td>A. Dzyuba</td>\n      <td>29</td>\n      <td>https://cdn.sofifa.org/players/4/19/187607.png</td>\n      <td>Russia</td>\n      <td>https://cdn.sofifa.org/flags/40.png</td>\n      <td>78</td>\n      <td>78</td>\n      <td>NaN</td>\n      <td>https://cdn.sofifa.org/flags/40.png</td>\n      <td>€0</td>\n      <td>€0</td>\n      <td>1810</td>\n      <td>Right</td>\n      <td>2.0</td>\n      <td>3.0</td>\n      <td>3.0</td>\n      <td>High/ Medium</td>\n      <td>Stocky</td>\n      <td>No</td>\n      <td>ST</td>\n      <td>22.0</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>6'5</td>\n      <td>201lbs</td>\n      <td>77+2</td>\n      <td>77+2</td>\n      <td>77+2</td>\n      <td>71+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>71+2</td>\n      <td>71+2</td>\n      <td>71+2</td>\n      <td>71+2</td>\n      <td>71+2</td>\n      <td>66+2</td>\n      <td>66+2</td>\n      <td>66+2</td>\n      <td>71+2</td>\n      <td>52+2</td>\n      <td>52+2</td>\n      <td>52+2</td>\n      <td>52+2</td>\n      <td>52+2</td>\n      <td>48+2</td>\n      <td>48+2</td>\n      <td>48+2</td>\n      <td>48+2</td>\n      <td>48+2</td>\n      <td>61.0</td>\n      <td>79.0</td>\n      <td>86.0</td>\n      <td>71.0</td>\n      <td>74.0</td>\n      <td>71.0</td>\n      <td>64.0</td>\n      <td>60.0</td>\n      <td>55.0</td>\n      <td>77.0</td>\n      <td>66.0</td>\n      <td>65.0</td>\n      <td>50.0</td>\n      <td>75.0</td>\n      <td>32.0</td>\n      <td>78.0</td>\n      <td>63.0</td>\n      <td>77.0</td>\n      <td>93.0</td>\n      <td>68.0</td>\n      <td>75.0</td>\n      <td>30.0</td>\n      <td>78.0</td>\n      <td>73.0</td>\n      <td>77.0</td>\n      <td>70.0</td>\n      <td>21.0</td>\n      <td>15.0</td>\n      <td>19.0</td>\n      <td>15.0</td>\n      <td>12.0</td>\n      <td>11.0</td>\n      <td>11.0</td>\n      <td>8.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>953</th>\n      <td>953</td>\n      <td>204341</td>\n      <td>Luís Neto</td>\n      <td>30</td>\n      <td>https://cdn.sofifa.org/players/4/19/204341.png</td>\n      <td>Portugal</td>\n      <td>https://cdn.sofifa.org/flags/38.png</td>\n      <td>77</td>\n      <td>77</td>\n      <td>NaN</td>\n      <td>https://cdn.sofifa.org/flags/38.png</td>\n      <td>€0</td>\n      <td>€0</td>\n      <td>1749</td>\n      <td>Right</td>\n      <td>1.0</td>\n      <td>3.0</td>\n      <td>2.0</td>\n      <td>Medium/ Medium</td>\n      <td>Lean</td>\n      <td>No</td>\n      <td>CB</td>\n      <td>4.0</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>6'2</td>\n      <td>157lbs</td>\n      <td>52+2</td>\n      <td>52+2</td>\n      <td>52+2</td>\n      <td>51+2</td>\n      <td>51+2</td>\n      <td>51+2</td>\n      <td>51+2</td>\n      <td>51+2</td>\n      <td>54+2</td>\n      <td>54+2</td>\n      <td>54+2</td>\n      <td>54+2</td>\n      <td>61+2</td>\n      <td>61+2</td>\n      <td>61+2</td>\n      <td>54+2</td>\n      <td>67+2</td>\n      <td>72+2</td>\n      <td>72+2</td>\n      <td>72+2</td>\n      <td>67+2</td>\n      <td>69+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>69+2</td>\n      <td>42.0</td>\n      <td>33.0</td>\n      <td>80.0</td>\n      <td>72.0</td>\n      <td>40.0</td>\n      <td>49.0</td>\n      <td>52.0</td>\n      <td>43.0</td>\n      <td>77.0</td>\n      <td>48.0</td>\n      <td>57.0</td>\n      <td>59.0</td>\n      <td>69.0</td>\n      <td>78.0</td>\n      <td>61.0</td>\n      <td>42.0</td>\n      <td>79.0</td>\n      <td>72.0</td>\n      <td>72.0</td>\n      <td>37.0</td>\n      <td>76.0</td>\n      <td>78.0</td>\n      <td>44.0</td>\n      <td>46.0</td>\n      <td>47.0</td>\n      <td>72.0</td>\n      <td>80.0</td>\n      <td>77.0</td>\n      <td>78.0</td>\n      <td>10.0</td>\n      <td>15.0</td>\n      <td>13.0</td>\n      <td>15.0</td>\n      <td>8.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>997</th>\n      <td>997</td>\n      <td>223058</td>\n      <td>D. Kuzyaev</td>\n      <td>25</td>\n      <td>https://cdn.sofifa.org/players/4/19/223058.png</td>\n      <td>Russia</td>\n      <td>https://cdn.sofifa.org/flags/40.png</td>\n      <td>77</td>\n      <td>80</td>\n      <td>NaN</td>\n      <td>https://cdn.sofifa.org/flags/40.png</td>\n      <td>€0</td>\n      <td>€0</td>\n      <td>2041</td>\n      <td>Right</td>\n      <td>1.0</td>\n      <td>3.0</td>\n      <td>3.0</td>\n      <td>Medium/ High</td>\n      <td>Lean</td>\n      <td>No</td>\n      <td>RM</td>\n      <td>7.0</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>6'0</td>\n      <td>163lbs</td>\n      <td>70+2</td>\n      <td>70+2</td>\n      <td>70+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>74+2</td>\n      <td>70+2</td>\n      <td>70+2</td>\n      <td>70+2</td>\n      <td>74+2</td>\n      <td>67.0</td>\n      <td>64.0</td>\n      <td>51.0</td>\n      <td>82.0</td>\n      <td>57.0</td>\n      <td>78.0</td>\n      <td>60.0</td>\n      <td>61.0</td>\n      <td>75.0</td>\n      <td>79.0</td>\n      <td>78.0</td>\n      <td>81.0</td>\n      <td>80.0</td>\n      <td>73.0</td>\n      <td>76.0</td>\n      <td>76.0</td>\n      <td>60.0</td>\n      <td>79.0</td>\n      <td>59.0</td>\n      <td>74.0</td>\n      <td>70.0</td>\n      <td>74.0</td>\n      <td>71.0</td>\n      <td>70.0</td>\n      <td>63.0</td>\n      <td>64.0</td>\n      <td>71.0</td>\n      <td>77.0</td>\n      <td>76.0</td>\n      <td>15.0</td>\n      <td>16.0</td>\n      <td>13.0</td>\n      <td>7.0</td>\n      <td>8.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>1008</th>\n      <td>1008</td>\n      <td>183389</td>\n      <td>G. Sio</td>\n      <td>29</td>\n      <td>https://cdn.sofifa.org/players/4/19/183389.png</td>\n      <td>Ivory Coast</td>\n      <td>https://cdn.sofifa.org/flags/108.png</td>\n      <td>77</td>\n      <td>77</td>\n      <td>NaN</td>\n      <td>https://cdn.sofifa.org/flags/108.png</td>\n      <td>€0</td>\n      <td>€0</td>\n      <td>1933</td>\n      <td>Left</td>\n      <td>2.0</td>\n      <td>3.0</td>\n      <td>3.0</td>\n      <td>High/ Low</td>\n      <td>Normal</td>\n      <td>No</td>\n      <td>ST</td>\n      <td>21.0</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>5'11</td>\n      <td>176lbs</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>75+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>67+2</td>\n      <td>67+2</td>\n      <td>67+2</td>\n      <td>74+2</td>\n      <td>53+2</td>\n      <td>52+2</td>\n      <td>52+2</td>\n      <td>52+2</td>\n      <td>53+2</td>\n      <td>50+2</td>\n      <td>46+2</td>\n      <td>46+2</td>\n      <td>46+2</td>\n      <td>50+2</td>\n      <td>68.0</td>\n      <td>77.0</td>\n      <td>71.0</td>\n      <td>73.0</td>\n      <td>73.0</td>\n      <td>76.0</td>\n      <td>73.0</td>\n      <td>69.0</td>\n      <td>67.0</td>\n      <td>76.0</td>\n      <td>78.0</td>\n      <td>85.0</td>\n      <td>79.0</td>\n      <td>71.0</td>\n      <td>73.0</td>\n      <td>77.0</td>\n      <td>70.0</td>\n      <td>78.0</td>\n      <td>74.0</td>\n      <td>74.0</td>\n      <td>77.0</td>\n      <td>18.0</td>\n      <td>76.0</td>\n      <td>73.0</td>\n      <td>72.0</td>\n      <td>72.0</td>\n      <td>40.0</td>\n      <td>18.0</td>\n      <td>12.0</td>\n      <td>15.0</td>\n      <td>9.0</td>\n      <td>10.0</td>\n      <td>15.0</td>\n      <td>16.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>1120</th>\n      <td>1120</td>\n      <td>156092</td>\n      <td>J. Villar</td>\n      <td>41</td>\n      <td>https://cdn.sofifa.org/players/4/19/156092.png</td>\n      <td>Paraguay</td>\n      <td>https://cdn.sofifa.org/flags/58.png</td>\n      <td>77</td>\n      <td>77</td>\n      <td>NaN</td>\n      <td>https://cdn.sofifa.org/flags/58.png</td>\n      <td>€0</td>\n      <td>€0</td>\n      <td>1168</td>\n      <td>Right</td>\n      <td>2.0</td>\n      <td>3.0</td>\n      <td>1.0</td>\n      <td>Medium/ Medium</td>\n      <td>Normal</td>\n      <td>No</td>\n      <td>GK</td>\n      <td>1.0</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>5'11</td>\n      <td>187lbs</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>14.0</td>\n      <td>12.0</td>\n      <td>12.0</td>\n      <td>30.0</td>\n      <td>8.0</td>\n      <td>21.0</td>\n      <td>15.0</td>\n      <td>22.0</td>\n      <td>22.0</td>\n      <td>24.0</td>\n      <td>31.0</td>\n      <td>32.0</td>\n      <td>50.0</td>\n      <td>73.0</td>\n      <td>68.0</td>\n      <td>29.0</td>\n      <td>56.0</td>\n      <td>22.0</td>\n      <td>62.0</td>\n      <td>16.0</td>\n      <td>22.0</td>\n      <td>22.0</td>\n      <td>14.0</td>\n      <td>51.0</td>\n      <td>21.0</td>\n      <td>55.0</td>\n      <td>13.0</td>\n      <td>13.0</td>\n      <td>14.0</td>\n      <td>75.0</td>\n      <td>75.0</td>\n      <td>74.0</td>\n      <td>78.0</td>\n      <td>77.0</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>1271</th>\n      <td>1271</td>\n      <td>174381</td>\n      <td>C. Riveros</td>\n      <td>35</td>\n      <td>https://cdn.sofifa.org/players/4/19/174381.png</td>\n      <td>Paraguay</td>\n      <td>https://cdn.sofifa.org/flags/58.png</td>\n      <td>76</td>\n      <td>76</td>\n      <td>NaN</td>\n      <td>https://cdn.sofifa.org/flags/58.png</td>\n      <td>€0</td>\n      <td>€0</td>\n      <td>2012</td>\n      <td>Right</td>\n      <td>1.0</td>\n      <td>3.0</td>\n      <td>3.0</td>\n      <td>Medium/ Medium</td>\n      <td>Normal</td>\n      <td>No</td>\n      <td>CAM</td>\n      <td>16.0</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>NaN</td>\n      <td>5'10</td>\n      <td>163lbs</td>\n      <td>70+2</td>\n      <td>70+2</td>\n      <td>70+2</td>\n      <td>71+2</td>\n      <td>71+2</td>\n      <td>71+2</td>\n      <td>71+2</td>\n      <td>71+2</td>\n      <td>73+2</td>\n      <td>73+2</td>\n      <td>73+2</td>\n      <td>72+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>74+2</td>\n      <td>72+2</td>\n      <td>69+2</td>\n      <td>71+2</td>\n      <td>71+2</td>\n      <td>71+2</td>\n      <td>69+2</td>\n      <td>68+2</td>\n      <td>67+2</td>\n      <td>67+2</td>\n      <td>67+2</td>\n      <td>68+2</td>\n      <td>74.0</td>\n      <td>69.0</td>\n      <td>70.0</td>\n      <td>81.0</td>\n      <td>64.0</td>\n      <td>69.0</td>\n      <td>67.0</td>\n      <td>68.0</td>\n      <td>77.0</td>\n      <td>76.0</td>\n      <td>60.0</td>\n      <td>53.0</td>\n      <td>79.0</td>\n      <td>72.0</td>\n      <td>70.0</td>\n      <td>71.0</td>\n      <td>65.0</td>\n      <td>75.0</td>\n      <td>62.0</td>\n      <td>71.0</td>\n      <td>72.0</td>\n      <td>65.0</td>\n      <td>76.0</td>\n      <td>77.0</td>\n      <td>71.0</td>\n      <td>80.0</td>\n      <td>76.0</td>\n      <td>61.0</td>\n      <td>62.0</td>\n      <td>9.0</td>\n      <td>13.0</td>\n      <td>6.0</td>\n      <td>16.0</td>\n      <td>15.0</td>\n      <td>NaN</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
     },
     "metadata": {},
     "execution_count": 15
    }
   ],
   "source": [
    "df[df.isna()[\"Contract Valid Until\"]].head(10)"
   ]
  },
  {
   "source": [
    "Una vez hemos observado las columnas que tenían valores nulos, procedemos a retirar algunas de las filas y columnas de nuestro conjunto de datos que nos impidan obtener un buen modelo de predicción:\n",
    "\n",
    "- En primer lugar, eliminaremos las columnas que contengan imágenes, ya que no nos servirán mucho en este caso. \n",
    "- Las columnas \"Unnamed: 0\" y \"Special\" también serán eliminadas, una por no tener nada que ver con el conjunto de datos, y otra por ser información muy irrelevante de cara al jugador.\n",
    "- La columna de cesiones también se eliminará. Lo que nos interesa es determinar su valor en función del club de procedencia, y no al cual está cedido.\n",
    "- Si nos fijamos en los modificadores de posición, en todos menos en los porteros aparece un valor de tipo 'a+b'. En el caso de los porteros, es un valor NaN, por lo que rellenaremos estas columnas con el valor '0+0'.\n",
    "- Finalmente, retiraremos los jugadores que hayan tenido algún valor nulo siempre que esté en una de las columnas que nos interesa para nuestro modelo de predicción, como antes hemos comprobado."
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "                Name  Age Nationality  Overall  Potential  \\\n",
       "0           L. Messi   31   Argentina       94         94   \n",
       "1  Cristiano Ronaldo   33    Portugal       94         94   \n",
       "2          Neymar Jr   26      Brazil       92         93   \n",
       "3             De Gea   27       Spain       91         93   \n",
       "4       K. De Bruyne   27     Belgium       91         92   \n",
       "5          E. Hazard   27     Belgium       91         91   \n",
       "6          L. Modrić   32     Croatia       91         91   \n",
       "7          L. Suárez   31     Uruguay       91         91   \n",
       "8       Sergio Ramos   32       Spain       91         91   \n",
       "9           J. Oblak   25    Slovenia       90         93   \n",
       "\n",
       "                  Club    Value   Wage Preferred Foot  \\\n",
       "0         FC Barcelona  €110.5M  €565K           Left   \n",
       "1             Juventus     €77M  €405K          Right   \n",
       "2  Paris Saint-Germain  €118.5M  €290K          Right   \n",
       "3    Manchester United     €72M  €260K          Right   \n",
       "4      Manchester City    €102M  €355K          Right   \n",
       "5              Chelsea     €93M  €340K          Right   \n",
       "6          Real Madrid     €67M  €420K          Right   \n",
       "7         FC Barcelona     €80M  €455K          Right   \n",
       "8          Real Madrid     €51M  €380K          Right   \n",
       "9      Atlético Madrid     €68M   €94K          Right   \n",
       "\n",
       "   International Reputation  Weak Foot  Skill Moves       Work Rate  \\\n",
       "0                       5.0        4.0          4.0  Medium/ Medium   \n",
       "1                       5.0        4.0          5.0       High/ Low   \n",
       "2                       5.0        5.0          5.0    High/ Medium   \n",
       "3                       4.0        3.0          1.0  Medium/ Medium   \n",
       "4                       4.0        5.0          4.0      High/ High   \n",
       "5                       4.0        4.0          4.0    High/ Medium   \n",
       "6                       4.0        4.0          4.0      High/ High   \n",
       "7                       5.0        4.0          3.0    High/ Medium   \n",
       "8                       4.0        3.0          3.0    High/ Medium   \n",
       "9                       3.0        3.0          1.0  Medium/ Medium   \n",
       "\n",
       "    Body Type Real Face Position  Jersey Number        Joined  \\\n",
       "0       Messi       Yes       RF           10.0   Jul 1, 2004   \n",
       "1  C. Ronaldo       Yes       ST            7.0  Jul 10, 2018   \n",
       "2      Neymar       Yes       LW           10.0   Aug 3, 2017   \n",
       "3        Lean       Yes       GK            1.0   Jul 1, 2011   \n",
       "4      Normal       Yes      RCM            7.0  Aug 30, 2015   \n",
       "5      Normal       Yes       LF           10.0   Jul 1, 2012   \n",
       "6        Lean       Yes      RCM           10.0   Aug 1, 2012   \n",
       "7      Normal       Yes       RS            9.0  Jul 11, 2014   \n",
       "8      Normal       Yes      RCB           15.0   Aug 1, 2005   \n",
       "9      Normal       Yes       GK            1.0  Jul 16, 2014   \n",
       "\n",
       "  Contract Valid Until Height  Weight    LS    ST    RS    LW    LF    CF  \\\n",
       "0                 2021    5'7  159lbs  88+2  88+2  88+2  92+2  93+2  93+2   \n",
       "1                 2022    6'2  183lbs  91+3  91+3  91+3  89+3  90+3  90+3   \n",
       "2                 2022    5'9  150lbs  84+3  84+3  84+3  89+3  89+3  89+3   \n",
       "3                 2020    6'4  168lbs   0+0   0+0   0+0   0+0   0+0   0+0   \n",
       "4                 2023   5'11  154lbs  82+3  82+3  82+3  87+3  87+3  87+3   \n",
       "5                 2020    5'8  163lbs  83+3  83+3  83+3  89+3  88+3  88+3   \n",
       "6                 2020    5'8  146lbs  77+3  77+3  77+3  85+3  84+3  84+3   \n",
       "7                 2021    6'0  190lbs  87+5  87+5  87+5  86+5  87+5  87+5   \n",
       "8                 2020    6'0  181lbs  73+3  73+3  73+3  70+3  71+3  71+3   \n",
       "9                 2021    6'2  192lbs   0+0   0+0   0+0   0+0   0+0   0+0   \n",
       "\n",
       "     RF    RW   LAM   CAM   RAM    LM   LCM    CM   RCM    RM   LWB   LDM  \\\n",
       "0  93+2  92+2  93+2  93+2  93+2  91+2  84+2  84+2  84+2  91+2  64+2  61+2   \n",
       "1  90+3  89+3  88+3  88+3  88+3  88+3  81+3  81+3  81+3  88+3  65+3  61+3   \n",
       "2  89+3  89+3  89+3  89+3  89+3  88+3  81+3  81+3  81+3  88+3  65+3  60+3   \n",
       "3   0+0   0+0   0+0   0+0   0+0   0+0   0+0   0+0   0+0   0+0   0+0   0+0   \n",
       "4  87+3  87+3  88+3  88+3  88+3  88+3  87+3  87+3  87+3  88+3  77+3  77+3   \n",
       "5  88+3  89+3  89+3  89+3  89+3  89+3  82+3  82+3  82+3  89+3  66+3  63+3   \n",
       "6  84+3  85+3  87+3  87+3  87+3  86+3  88+3  88+3  88+3  86+3  82+3  81+3   \n",
       "7  87+5  86+5  85+5  85+5  85+5  84+5  79+5  79+5  79+5  84+5  69+5  68+5   \n",
       "8  71+3  70+3  71+3  71+3  71+3  72+3  75+3  75+3  75+3  72+3  81+3  84+3   \n",
       "9   0+0   0+0   0+0   0+0   0+0   0+0   0+0   0+0   0+0   0+0   0+0   0+0   \n",
       "\n",
       "    CDM   RDM   RWB    LB   LCB    CB   RCB    RB  Crossing  Finishing  \\\n",
       "0  61+2  61+2  64+2  59+2  47+2  47+2  47+2  59+2      84.0       95.0   \n",
       "1  61+3  61+3  65+3  61+3  53+3  53+3  53+3  61+3      84.0       94.0   \n",
       "2  60+3  60+3  65+3  60+3  47+3  47+3  47+3  60+3      79.0       87.0   \n",
       "3   0+0   0+0   0+0   0+0   0+0   0+0   0+0   0+0      17.0       13.0   \n",
       "4  77+3  77+3  77+3  73+3  66+3  66+3  66+3  73+3      93.0       82.0   \n",
       "5  63+3  63+3  66+3  60+3  49+3  49+3  49+3  60+3      81.0       84.0   \n",
       "6  81+3  81+3  82+3  79+3  71+3  71+3  71+3  79+3      86.0       72.0   \n",
       "7  68+5  68+5  69+5  66+5  63+5  63+5  63+5  66+5      77.0       93.0   \n",
       "8  84+3  84+3  81+3  84+3  87+3  87+3  87+3  84+3      66.0       60.0   \n",
       "9   0+0   0+0   0+0   0+0   0+0   0+0   0+0   0+0      13.0       11.0   \n",
       "\n",
       "   HeadingAccuracy  ShortPassing  Volleys  Dribbling  Curve  FKAccuracy  \\\n",
       "0             70.0          90.0     86.0       97.0   93.0        94.0   \n",
       "1             89.0          81.0     87.0       88.0   81.0        76.0   \n",
       "2             62.0          84.0     84.0       96.0   88.0        87.0   \n",
       "3             21.0          50.0     13.0       18.0   21.0        19.0   \n",
       "4             55.0          92.0     82.0       86.0   85.0        83.0   \n",
       "5             61.0          89.0     80.0       95.0   83.0        79.0   \n",
       "6             55.0          93.0     76.0       90.0   85.0        78.0   \n",
       "7             77.0          82.0     88.0       87.0   86.0        84.0   \n",
       "8             91.0          78.0     66.0       63.0   74.0        72.0   \n",
       "9             15.0          29.0     13.0       12.0   13.0        14.0   \n",
       "\n",
       "   LongPassing  BallControl  Acceleration  SprintSpeed  Agility  Reactions  \\\n",
       "0         87.0         96.0          91.0         86.0     91.0       95.0   \n",
       "1         77.0         94.0          89.0         91.0     87.0       96.0   \n",
       "2         78.0         95.0          94.0         90.0     96.0       94.0   \n",
       "3         51.0         42.0          57.0         58.0     60.0       90.0   \n",
       "4         91.0         91.0          78.0         76.0     79.0       91.0   \n",
       "5         83.0         94.0          94.0         88.0     95.0       90.0   \n",
       "6         88.0         93.0          80.0         72.0     93.0       90.0   \n",
       "7         64.0         90.0          86.0         75.0     82.0       92.0   \n",
       "8         77.0         84.0          76.0         75.0     78.0       85.0   \n",
       "9         26.0         16.0          43.0         60.0     67.0       86.0   \n",
       "\n",
       "   Balance  ShotPower  Jumping  Stamina  Strength  LongShots  Aggression  \\\n",
       "0     95.0       85.0     68.0     72.0      59.0       94.0        48.0   \n",
       "1     70.0       95.0     95.0     88.0      79.0       93.0        63.0   \n",
       "2     84.0       80.0     61.0     81.0      49.0       82.0        56.0   \n",
       "3     43.0       31.0     67.0     43.0      64.0       12.0        38.0   \n",
       "4     77.0       91.0     63.0     90.0      75.0       91.0        76.0   \n",
       "5     94.0       82.0     56.0     83.0      66.0       80.0        54.0   \n",
       "6     94.0       79.0     68.0     89.0      58.0       82.0        62.0   \n",
       "7     83.0       86.0     69.0     90.0      83.0       85.0        87.0   \n",
       "8     66.0       79.0     93.0     84.0      83.0       59.0        88.0   \n",
       "9     49.0       22.0     76.0     41.0      78.0       12.0        34.0   \n",
       "\n",
       "   Interceptions  Positioning  Vision  Penalties  Composure  Marking  \\\n",
       "0           22.0         94.0    94.0       75.0       96.0     33.0   \n",
       "1           29.0         95.0    82.0       85.0       95.0     28.0   \n",
       "2           36.0         89.0    87.0       81.0       94.0     27.0   \n",
       "3           30.0         12.0    68.0       40.0       68.0     15.0   \n",
       "4           61.0         87.0    94.0       79.0       88.0     68.0   \n",
       "5           41.0         87.0    89.0       86.0       91.0     34.0   \n",
       "6           83.0         79.0    92.0       82.0       84.0     60.0   \n",
       "7           41.0         92.0    84.0       85.0       85.0     62.0   \n",
       "8           90.0         60.0    63.0       75.0       82.0     87.0   \n",
       "9           19.0         11.0    70.0       11.0       70.0     27.0   \n",
       "\n",
       "   StandingTackle  SlidingTackle  GKDiving  GKHandling  GKKicking  \\\n",
       "0            28.0           26.0       6.0        11.0       15.0   \n",
       "1            31.0           23.0       7.0        11.0       15.0   \n",
       "2            24.0           33.0       9.0         9.0       15.0   \n",
       "3            21.0           13.0      90.0        85.0       87.0   \n",
       "4            58.0           51.0      15.0        13.0        5.0   \n",
       "5            27.0           22.0      11.0        12.0        6.0   \n",
       "6            76.0           73.0      13.0         9.0        7.0   \n",
       "7            45.0           38.0      27.0        25.0       31.0   \n",
       "8            92.0           91.0      11.0         8.0        9.0   \n",
       "9            12.0           18.0      86.0        92.0       78.0   \n",
       "\n",
       "   GKPositioning  GKReflexes Release Clause  \n",
       "0           14.0         8.0        €226.5M  \n",
       "1           14.0        11.0        €127.1M  \n",
       "2           15.0        11.0        €228.1M  \n",
       "3           88.0        94.0        €138.6M  \n",
       "4           10.0        13.0        €196.4M  \n",
       "5            8.0         8.0        €172.1M  \n",
       "6           14.0         9.0        €137.4M  \n",
       "7           33.0        37.0          €164M  \n",
       "8            7.0        11.0        €104.6M  \n",
       "9           88.0        89.0        €144.5M  "
      ],
      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Name</th>\n      <th>Age</th>\n      <th>Nationality</th>\n      <th>Overall</th>\n      <th>Potential</th>\n      <th>Club</th>\n      <th>Value</th>\n      <th>Wage</th>\n      <th>Preferred Foot</th>\n      <th>International Reputation</th>\n      <th>Weak Foot</th>\n      <th>Skill Moves</th>\n      <th>Work Rate</th>\n      <th>Body Type</th>\n      <th>Real Face</th>\n      <th>Position</th>\n      <th>Jersey Number</th>\n      <th>Joined</th>\n      <th>Contract Valid Until</th>\n      <th>Height</th>\n      <th>Weight</th>\n      <th>LS</th>\n      <th>ST</th>\n      <th>RS</th>\n      <th>LW</th>\n      <th>LF</th>\n      <th>CF</th>\n      <th>RF</th>\n      <th>RW</th>\n      <th>LAM</th>\n      <th>CAM</th>\n      <th>RAM</th>\n      <th>LM</th>\n      <th>LCM</th>\n      <th>CM</th>\n      <th>RCM</th>\n      <th>RM</th>\n      <th>LWB</th>\n      <th>LDM</th>\n      <th>CDM</th>\n      <th>RDM</th>\n      <th>RWB</th>\n      <th>LB</th>\n      <th>LCB</th>\n      <th>CB</th>\n      <th>RCB</th>\n      <th>RB</th>\n      <th>Crossing</th>\n      <th>Finishing</th>\n      <th>HeadingAccuracy</th>\n      <th>ShortPassing</th>\n      <th>Volleys</th>\n      <th>Dribbling</th>\n      <th>Curve</th>\n      <th>FKAccuracy</th>\n      <th>LongPassing</th>\n      <th>BallControl</th>\n      <th>Acceleration</th>\n      <th>SprintSpeed</th>\n      <th>Agility</th>\n      <th>Reactions</th>\n      <th>Balance</th>\n      <th>ShotPower</th>\n      <th>Jumping</th>\n      <th>Stamina</th>\n      <th>Strength</th>\n      <th>LongShots</th>\n      <th>Aggression</th>\n      <th>Interceptions</th>\n      <th>Positioning</th>\n      <th>Vision</th>\n      <th>Penalties</th>\n      <th>Composure</th>\n      <th>Marking</th>\n      <th>StandingTackle</th>\n      <th>SlidingTackle</th>\n      <th>GKDiving</th>\n      <th>GKHandling</th>\n      <th>GKKicking</th>\n      <th>GKPositioning</th>\n      <th>GKReflexes</th>\n      <th>Release Clause</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>L. Messi</td>\n      <td>31</td>\n      <td>Argentina</td>\n      <td>94</td>\n      <td>94</td>\n      <td>FC Barcelona</td>\n      <td>€110.5M</td>\n      <td>€565K</td>\n      <td>Left</td>\n      <td>5.0</td>\n      <td>4.0</td>\n      <td>4.0</td>\n      <td>Medium/ Medium</td>\n      <td>Messi</td>\n      <td>Yes</td>\n      <td>RF</td>\n      <td>10.0</td>\n      <td>Jul 1, 2004</td>\n      <td>2021</td>\n      <td>5'7</td>\n      <td>159lbs</td>\n      <td>88+2</td>\n      <td>88+2</td>\n      <td>88+2</td>\n      <td>92+2</td>\n      <td>93+2</td>\n      <td>93+2</td>\n      <td>93+2</td>\n      <td>92+2</td>\n      <td>93+2</td>\n      <td>93+2</td>\n      <td>93+2</td>\n      <td>91+2</td>\n      <td>84+2</td>\n      <td>84+2</td>\n      <td>84+2</td>\n      <td>91+2</td>\n      <td>64+2</td>\n      <td>61+2</td>\n      <td>61+2</td>\n      <td>61+2</td>\n      <td>64+2</td>\n      <td>59+2</td>\n      <td>47+2</td>\n      <td>47+2</td>\n      <td>47+2</td>\n      <td>59+2</td>\n      <td>84.0</td>\n      <td>95.0</td>\n      <td>70.0</td>\n      <td>90.0</td>\n      <td>86.0</td>\n      <td>97.0</td>\n      <td>93.0</td>\n      <td>94.0</td>\n      <td>87.0</td>\n      <td>96.0</td>\n      <td>91.0</td>\n      <td>86.0</td>\n      <td>91.0</td>\n      <td>95.0</td>\n      <td>95.0</td>\n      <td>85.0</td>\n      <td>68.0</td>\n      <td>72.0</td>\n      <td>59.0</td>\n      <td>94.0</td>\n      <td>48.0</td>\n      <td>22.0</td>\n      <td>94.0</td>\n      <td>94.0</td>\n      <td>75.0</td>\n      <td>96.0</td>\n      <td>33.0</td>\n      <td>28.0</td>\n      <td>26.0</td>\n      <td>6.0</td>\n      <td>11.0</td>\n      <td>15.0</td>\n      <td>14.0</td>\n      <td>8.0</td>\n      <td>€226.5M</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>Cristiano Ronaldo</td>\n      <td>33</td>\n      <td>Portugal</td>\n      <td>94</td>\n      <td>94</td>\n      <td>Juventus</td>\n      <td>€77M</td>\n      <td>€405K</td>\n      <td>Right</td>\n      <td>5.0</td>\n      <td>4.0</td>\n      <td>5.0</td>\n      <td>High/ Low</td>\n      <td>C. Ronaldo</td>\n      <td>Yes</td>\n      <td>ST</td>\n      <td>7.0</td>\n      <td>Jul 10, 2018</td>\n      <td>2022</td>\n      <td>6'2</td>\n      <td>183lbs</td>\n      <td>91+3</td>\n      <td>91+3</td>\n      <td>91+3</td>\n      <td>89+3</td>\n      <td>90+3</td>\n      <td>90+3</td>\n      <td>90+3</td>\n      <td>89+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>88+3</td>\n      <td>65+3</td>\n      <td>61+3</td>\n      <td>61+3</td>\n      <td>61+3</td>\n      <td>65+3</td>\n      <td>61+3</td>\n      <td>53+3</td>\n      <td>53+3</td>\n      <td>53+3</td>\n      <td>61+3</td>\n      <td>84.0</td>\n      <td>94.0</td>\n      <td>89.0</td>\n      <td>81.0</td>\n      <td>87.0</td>\n      <td>88.0</td>\n      <td>81.0</td>\n      <td>76.0</td>\n      <td>77.0</td>\n      <td>94.0</td>\n      <td>89.0</td>\n      <td>91.0</td>\n      <td>87.0</td>\n      <td>96.0</td>\n      <td>70.0</td>\n      <td>95.0</td>\n      <td>95.0</td>\n      <td>88.0</td>\n      <td>79.0</td>\n      <td>93.0</td>\n      <td>63.0</td>\n      <td>29.0</td>\n      <td>95.0</td>\n      <td>82.0</td>\n      <td>85.0</td>\n      <td>95.0</td>\n      <td>28.0</td>\n      <td>31.0</td>\n      <td>23.0</td>\n      <td>7.0</td>\n      <td>11.0</td>\n      <td>15.0</td>\n      <td>14.0</td>\n      <td>11.0</td>\n      <td>€127.1M</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>Neymar Jr</td>\n      <td>26</td>\n      <td>Brazil</td>\n      <td>92</td>\n      <td>93</td>\n      <td>Paris Saint-Germain</td>\n      <td>€118.5M</td>\n      <td>€290K</td>\n      <td>Right</td>\n      <td>5.0</td>\n      <td>5.0</td>\n      <td>5.0</td>\n      <td>High/ Medium</td>\n      <td>Neymar</td>\n      <td>Yes</td>\n      <td>LW</td>\n      <td>10.0</td>\n      <td>Aug 3, 2017</td>\n      <td>2022</td>\n      <td>5'9</td>\n      <td>150lbs</td>\n      <td>84+3</td>\n      <td>84+3</td>\n      <td>84+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>88+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>88+3</td>\n      <td>65+3</td>\n      <td>60+3</td>\n      <td>60+3</td>\n      <td>60+3</td>\n      <td>65+3</td>\n      <td>60+3</td>\n      <td>47+3</td>\n      <td>47+3</td>\n      <td>47+3</td>\n      <td>60+3</td>\n      <td>79.0</td>\n      <td>87.0</td>\n      <td>62.0</td>\n      <td>84.0</td>\n      <td>84.0</td>\n      <td>96.0</td>\n      <td>88.0</td>\n      <td>87.0</td>\n      <td>78.0</td>\n      <td>95.0</td>\n      <td>94.0</td>\n      <td>90.0</td>\n      <td>96.0</td>\n      <td>94.0</td>\n      <td>84.0</td>\n      <td>80.0</td>\n      <td>61.0</td>\n      <td>81.0</td>\n      <td>49.0</td>\n      <td>82.0</td>\n      <td>56.0</td>\n      <td>36.0</td>\n      <td>89.0</td>\n      <td>87.0</td>\n      <td>81.0</td>\n      <td>94.0</td>\n      <td>27.0</td>\n      <td>24.0</td>\n      <td>33.0</td>\n      <td>9.0</td>\n      <td>9.0</td>\n      <td>15.0</td>\n      <td>15.0</td>\n      <td>11.0</td>\n      <td>€228.1M</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>De Gea</td>\n      <td>27</td>\n      <td>Spain</td>\n      <td>91</td>\n      <td>93</td>\n      <td>Manchester United</td>\n      <td>€72M</td>\n      <td>€260K</td>\n      <td>Right</td>\n      <td>4.0</td>\n      <td>3.0</td>\n      <td>1.0</td>\n      <td>Medium/ Medium</td>\n      <td>Lean</td>\n      <td>Yes</td>\n      <td>GK</td>\n      <td>1.0</td>\n      <td>Jul 1, 2011</td>\n      <td>2020</td>\n      <td>6'4</td>\n      <td>168lbs</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>17.0</td>\n      <td>13.0</td>\n      <td>21.0</td>\n      <td>50.0</td>\n      <td>13.0</td>\n      <td>18.0</td>\n      <td>21.0</td>\n      <td>19.0</td>\n      <td>51.0</td>\n      <td>42.0</td>\n      <td>57.0</td>\n      <td>58.0</td>\n      <td>60.0</td>\n      <td>90.0</td>\n      <td>43.0</td>\n      <td>31.0</td>\n      <td>67.0</td>\n      <td>43.0</td>\n      <td>64.0</td>\n      <td>12.0</td>\n      <td>38.0</td>\n      <td>30.0</td>\n      <td>12.0</td>\n      <td>68.0</td>\n      <td>40.0</td>\n      <td>68.0</td>\n      <td>15.0</td>\n      <td>21.0</td>\n      <td>13.0</td>\n      <td>90.0</td>\n      <td>85.0</td>\n      <td>87.0</td>\n      <td>88.0</td>\n      <td>94.0</td>\n      <td>€138.6M</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>K. De Bruyne</td>\n      <td>27</td>\n      <td>Belgium</td>\n      <td>91</td>\n      <td>92</td>\n      <td>Manchester City</td>\n      <td>€102M</td>\n      <td>€355K</td>\n      <td>Right</td>\n      <td>4.0</td>\n      <td>5.0</td>\n      <td>4.0</td>\n      <td>High/ High</td>\n      <td>Normal</td>\n      <td>Yes</td>\n      <td>RCM</td>\n      <td>7.0</td>\n      <td>Aug 30, 2015</td>\n      <td>2023</td>\n      <td>5'11</td>\n      <td>154lbs</td>\n      <td>82+3</td>\n      <td>82+3</td>\n      <td>82+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>88+3</td>\n      <td>77+3</td>\n      <td>77+3</td>\n      <td>77+3</td>\n      <td>77+3</td>\n      <td>77+3</td>\n      <td>73+3</td>\n      <td>66+3</td>\n      <td>66+3</td>\n      <td>66+3</td>\n      <td>73+3</td>\n      <td>93.0</td>\n      <td>82.0</td>\n      <td>55.0</td>\n      <td>92.0</td>\n      <td>82.0</td>\n      <td>86.0</td>\n      <td>85.0</td>\n      <td>83.0</td>\n      <td>91.0</td>\n      <td>91.0</td>\n      <td>78.0</td>\n      <td>76.0</td>\n      <td>79.0</td>\n      <td>91.0</td>\n      <td>77.0</td>\n      <td>91.0</td>\n      <td>63.0</td>\n      <td>90.0</td>\n      <td>75.0</td>\n      <td>91.0</td>\n      <td>76.0</td>\n      <td>61.0</td>\n      <td>87.0</td>\n      <td>94.0</td>\n      <td>79.0</td>\n      <td>88.0</td>\n      <td>68.0</td>\n      <td>58.0</td>\n      <td>51.0</td>\n      <td>15.0</td>\n      <td>13.0</td>\n      <td>5.0</td>\n      <td>10.0</td>\n      <td>13.0</td>\n      <td>€196.4M</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>E. Hazard</td>\n      <td>27</td>\n      <td>Belgium</td>\n      <td>91</td>\n      <td>91</td>\n      <td>Chelsea</td>\n      <td>€93M</td>\n      <td>€340K</td>\n      <td>Right</td>\n      <td>4.0</td>\n      <td>4.0</td>\n      <td>4.0</td>\n      <td>High/ Medium</td>\n      <td>Normal</td>\n      <td>Yes</td>\n      <td>LF</td>\n      <td>10.0</td>\n      <td>Jul 1, 2012</td>\n      <td>2020</td>\n      <td>5'8</td>\n      <td>163lbs</td>\n      <td>83+3</td>\n      <td>83+3</td>\n      <td>83+3</td>\n      <td>89+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>82+3</td>\n      <td>82+3</td>\n      <td>82+3</td>\n      <td>89+3</td>\n      <td>66+3</td>\n      <td>63+3</td>\n      <td>63+3</td>\n      <td>63+3</td>\n      <td>66+3</td>\n      <td>60+3</td>\n      <td>49+3</td>\n      <td>49+3</td>\n      <td>49+3</td>\n      <td>60+3</td>\n      <td>81.0</td>\n      <td>84.0</td>\n      <td>61.0</td>\n      <td>89.0</td>\n      <td>80.0</td>\n      <td>95.0</td>\n      <td>83.0</td>\n      <td>79.0</td>\n      <td>83.0</td>\n      <td>94.0</td>\n      <td>94.0</td>\n      <td>88.0</td>\n      <td>95.0</td>\n      <td>90.0</td>\n      <td>94.0</td>\n      <td>82.0</td>\n      <td>56.0</td>\n      <td>83.0</td>\n      <td>66.0</td>\n      <td>80.0</td>\n      <td>54.0</td>\n      <td>41.0</td>\n      <td>87.0</td>\n      <td>89.0</td>\n      <td>86.0</td>\n      <td>91.0</td>\n      <td>34.0</td>\n      <td>27.0</td>\n      <td>22.0</td>\n      <td>11.0</td>\n      <td>12.0</td>\n      <td>6.0</td>\n      <td>8.0</td>\n      <td>8.0</td>\n      <td>€172.1M</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>L. Modrić</td>\n      <td>32</td>\n      <td>Croatia</td>\n      <td>91</td>\n      <td>91</td>\n      <td>Real Madrid</td>\n      <td>€67M</td>\n      <td>€420K</td>\n      <td>Right</td>\n      <td>4.0</td>\n      <td>4.0</td>\n      <td>4.0</td>\n      <td>High/ High</td>\n      <td>Lean</td>\n      <td>Yes</td>\n      <td>RCM</td>\n      <td>10.0</td>\n      <td>Aug 1, 2012</td>\n      <td>2020</td>\n      <td>5'8</td>\n      <td>146lbs</td>\n      <td>77+3</td>\n      <td>77+3</td>\n      <td>77+3</td>\n      <td>85+3</td>\n      <td>84+3</td>\n      <td>84+3</td>\n      <td>84+3</td>\n      <td>85+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>86+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>86+3</td>\n      <td>82+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>82+3</td>\n      <td>79+3</td>\n      <td>71+3</td>\n      <td>71+3</td>\n      <td>71+3</td>\n      <td>79+3</td>\n      <td>86.0</td>\n      <td>72.0</td>\n      <td>55.0</td>\n      <td>93.0</td>\n      <td>76.0</td>\n      <td>90.0</td>\n      <td>85.0</td>\n      <td>78.0</td>\n      <td>88.0</td>\n      <td>93.0</td>\n      <td>80.0</td>\n      <td>72.0</td>\n      <td>93.0</td>\n      <td>90.0</td>\n      <td>94.0</td>\n      <td>79.0</td>\n      <td>68.0</td>\n      <td>89.0</td>\n      <td>58.0</td>\n      <td>82.0</td>\n      <td>62.0</td>\n      <td>83.0</td>\n      <td>79.0</td>\n      <td>92.0</td>\n      <td>82.0</td>\n      <td>84.0</td>\n      <td>60.0</td>\n      <td>76.0</td>\n      <td>73.0</td>\n      <td>13.0</td>\n      <td>9.0</td>\n      <td>7.0</td>\n      <td>14.0</td>\n      <td>9.0</td>\n      <td>€137.4M</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>L. Suárez</td>\n      <td>31</td>\n      <td>Uruguay</td>\n      <td>91</td>\n      <td>91</td>\n      <td>FC Barcelona</td>\n      <td>€80M</td>\n      <td>€455K</td>\n      <td>Right</td>\n      <td>5.0</td>\n      <td>4.0</td>\n      <td>3.0</td>\n      <td>High/ Medium</td>\n      <td>Normal</td>\n      <td>Yes</td>\n      <td>RS</td>\n      <td>9.0</td>\n      <td>Jul 11, 2014</td>\n      <td>2021</td>\n      <td>6'0</td>\n      <td>190lbs</td>\n      <td>87+5</td>\n      <td>87+5</td>\n      <td>87+5</td>\n      <td>86+5</td>\n      <td>87+5</td>\n      <td>87+5</td>\n      <td>87+5</td>\n      <td>86+5</td>\n      <td>85+5</td>\n      <td>85+5</td>\n      <td>85+5</td>\n      <td>84+5</td>\n      <td>79+5</td>\n      <td>79+5</td>\n      <td>79+5</td>\n      <td>84+5</td>\n      <td>69+5</td>\n      <td>68+5</td>\n      <td>68+5</td>\n      <td>68+5</td>\n      <td>69+5</td>\n      <td>66+5</td>\n      <td>63+5</td>\n      <td>63+5</td>\n      <td>63+5</td>\n      <td>66+5</td>\n      <td>77.0</td>\n      <td>93.0</td>\n      <td>77.0</td>\n      <td>82.0</td>\n      <td>88.0</td>\n      <td>87.0</td>\n      <td>86.0</td>\n      <td>84.0</td>\n      <td>64.0</td>\n      <td>90.0</td>\n      <td>86.0</td>\n      <td>75.0</td>\n      <td>82.0</td>\n      <td>92.0</td>\n      <td>83.0</td>\n      <td>86.0</td>\n      <td>69.0</td>\n      <td>90.0</td>\n      <td>83.0</td>\n      <td>85.0</td>\n      <td>87.0</td>\n      <td>41.0</td>\n      <td>92.0</td>\n      <td>84.0</td>\n      <td>85.0</td>\n      <td>85.0</td>\n      <td>62.0</td>\n      <td>45.0</td>\n      <td>38.0</td>\n      <td>27.0</td>\n      <td>25.0</td>\n      <td>31.0</td>\n      <td>33.0</td>\n      <td>37.0</td>\n      <td>€164M</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>Sergio Ramos</td>\n      <td>32</td>\n      <td>Spain</td>\n      <td>91</td>\n      <td>91</td>\n      <td>Real Madrid</td>\n      <td>€51M</td>\n      <td>€380K</td>\n      <td>Right</td>\n      <td>4.0</td>\n      <td>3.0</td>\n      <td>3.0</td>\n      <td>High/ Medium</td>\n      <td>Normal</td>\n      <td>Yes</td>\n      <td>RCB</td>\n      <td>15.0</td>\n      <td>Aug 1, 2005</td>\n      <td>2020</td>\n      <td>6'0</td>\n      <td>181lbs</td>\n      <td>73+3</td>\n      <td>73+3</td>\n      <td>73+3</td>\n      <td>70+3</td>\n      <td>71+3</td>\n      <td>71+3</td>\n      <td>71+3</td>\n      <td>70+3</td>\n      <td>71+3</td>\n      <td>71+3</td>\n      <td>71+3</td>\n      <td>72+3</td>\n      <td>75+3</td>\n      <td>75+3</td>\n      <td>75+3</td>\n      <td>72+3</td>\n      <td>81+3</td>\n      <td>84+3</td>\n      <td>84+3</td>\n      <td>84+3</td>\n      <td>81+3</td>\n      <td>84+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>84+3</td>\n      <td>66.0</td>\n      <td>60.0</td>\n      <td>91.0</td>\n      <td>78.0</td>\n      <td>66.0</td>\n      <td>63.0</td>\n      <td>74.0</td>\n      <td>72.0</td>\n      <td>77.0</td>\n      <td>84.0</td>\n      <td>76.0</td>\n      <td>75.0</td>\n      <td>78.0</td>\n      <td>85.0</td>\n      <td>66.0</td>\n      <td>79.0</td>\n      <td>93.0</td>\n      <td>84.0</td>\n      <td>83.0</td>\n      <td>59.0</td>\n      <td>88.0</td>\n      <td>90.0</td>\n      <td>60.0</td>\n      <td>63.0</td>\n      <td>75.0</td>\n      <td>82.0</td>\n      <td>87.0</td>\n      <td>92.0</td>\n      <td>91.0</td>\n      <td>11.0</td>\n      <td>8.0</td>\n      <td>9.0</td>\n      <td>7.0</td>\n      <td>11.0</td>\n      <td>€104.6M</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>J. Oblak</td>\n      <td>25</td>\n      <td>Slovenia</td>\n      <td>90</td>\n      <td>93</td>\n      <td>Atlético Madrid</td>\n      <td>€68M</td>\n      <td>€94K</td>\n      <td>Right</td>\n      <td>3.0</td>\n      <td>3.0</td>\n      <td>1.0</td>\n      <td>Medium/ Medium</td>\n      <td>Normal</td>\n      <td>Yes</td>\n      <td>GK</td>\n      <td>1.0</td>\n      <td>Jul 16, 2014</td>\n      <td>2021</td>\n      <td>6'2</td>\n      <td>192lbs</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>13.0</td>\n      <td>11.0</td>\n      <td>15.0</td>\n      <td>29.0</td>\n      <td>13.0</td>\n      <td>12.0</td>\n      <td>13.0</td>\n      <td>14.0</td>\n      <td>26.0</td>\n      <td>16.0</td>\n      <td>43.0</td>\n      <td>60.0</td>\n      <td>67.0</td>\n      <td>86.0</td>\n      <td>49.0</td>\n      <td>22.0</td>\n      <td>76.0</td>\n      <td>41.0</td>\n      <td>78.0</td>\n      <td>12.0</td>\n      <td>34.0</td>\n      <td>19.0</td>\n      <td>11.0</td>\n      <td>70.0</td>\n      <td>11.0</td>\n      <td>70.0</td>\n      <td>27.0</td>\n      <td>12.0</td>\n      <td>18.0</td>\n      <td>86.0</td>\n      <td>92.0</td>\n      <td>78.0</td>\n      <td>88.0</td>\n      <td>89.0</td>\n      <td>€144.5M</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
     },
     "metadata": {},
     "execution_count": 16
    }
   ],
   "source": [
    "cols = [\"LS\",\"ST\",\"RS\",\"LW\",\"LF\",\"CF\",\"RF\",\"RW\",\"LAM\",\"CAM\",\"RAM\",\"LM\",\"LCM\",\"CM\",\"RCM\",\"RM\",\"LWB\",\"LDM\",\"CDM\",\"RDM\",\"RWB\",\"LB\",\"LCB\",\"CB\",\"RCB\",\"RB\"]\n",
    "df = df.dropna(subset=['Club', 'Position'])\n",
    "df[cols] = df[cols].fillna(\"0+0\")\n",
    "df = df.fillna(0)\n",
    "\n",
    "df.drop([\"Unnamed: 0\",\"ID\",\"Photo\", \"Flag\", \"Club Logo\", \"Special\", \"Loaned From\"], axis = 1, inplace = True)\n",
    "df.head(10)"
   ]
  },
  {
   "source": [
    "Es necesario normalizar algunos de lo valores para que nuestro modelo pueda realizar la predicción. Algunos de estos valores pueden cambiarse de forma sencilla, pero otros requieren de una serie de funciones para su normalización, como es el caso del valor de los jugadores o su sueldo.\n",
    "\n",
    "Para ello, hemos definido la función value_to_float, que no hace más que transformar estos datos en un valor numéricco que podrá ser leído por por la función de predicción."
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "source": [
    "def value_to_float(x):\n",
    "    \"\"\"\n",
    "    From K and M to float.\n",
    "    \"\"\"\n",
    "    x = x.replace('€', '')\n",
    "    ret_val = 0.0\n",
    "    \n",
    "    if type(x) == float or type(x) == int:\n",
    "        ret_val = x\n",
    "    if 'K' in x:\n",
    "        if len(x) > 1:\n",
    "            ret_val = float(x.replace('K', ''))\n",
    "        ret_val = ret_val *1000\n",
    "    if 'M' in x:\n",
    "        if len(x) > 1:\n",
    "            ret_val = float(x.replace('M', ''))\n",
    "        ret_val = ret_val * 1000000.0\n",
    "    return ret_val"
   ],
   "cell_type": "code",
   "metadata": {},
   "execution_count": 17,
   "outputs": []
  },
  {
   "source": [
    "Otras variables, como es el caso de la nacionalidad, el club perteneciente o la posición en la que juegan, tienen una gran variedad de valores dependiendo del jugador. Para normalizar estos valores, usaremos la función get_dummies de pandas.\n",
    "\n",
    "Esta función genera una columna por cada valor de la columna seleccionada, indicándolo con un 0 si no era su valor o 1 si lo era."
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "source": [
    "df[\"Value\"] = df[\"Value\"].apply(value_to_float)\n",
    "df[\"Wage\"] = df[\"Wage\"].apply(value_to_float)\n",
    "\n",
    "df = pd.get_dummies(df, columns=['Nationality','Club','Position'],prefix=['Nationality','Club','Position'])\n",
    "\n",
    "df.head(10)"
   ],
   "cell_type": "code",
   "metadata": {},
   "execution_count": 18,
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "   0              0                0                   0   \n",
       "3               0              0                0                   0   \n",
       "4               0              0                0                   0   \n",
       "5               0              0                0                   0   \n",
       "6               0              0                0                   0   \n",
       "7               0              0                0                   0   \n",
       "8               0              0                0                   0   \n",
       "9               0              0                0                   0   \n",
       "\n",
       "   Club_US Cremonese  Club_US Orléans Loiret Football  \\\n",
       "0                  0                                0   \n",
       "1                  0                                0   \n",
       "2                  0                                0   \n",
       "3                  0                                0   \n",
       "4                  0                                0   \n",
       "5                  0                                0   \n",
       "6                  0                                0   \n",
       "7                  0                                0   \n",
       "8                  0                                0   \n",
       "9                  0                                0   \n",
       "\n",
       "   Club_US Salernitana 1919  Club_Udinese  Club_Ulsan Hyundai FC  \\\n",
       "0                         0             0                      0   \n",
       "1                         0             0                      0   \n",
       "2                         0             0                      0   \n",
       "3                         0             0                      0   \n",
       "4                         0             0                      0   \n",
       "5                         0             0                      0   \n",
       "6                         0             0                      0   \n",
       "7                         0             0                      0   \n",
       "8                         0             0                      0   \n",
       "9                         0             0                      0   \n",
       "\n",
       "   Club_Universidad Católica  Club_Universidad de Chile  Club_Unión Española  \\\n",
       "0                          0                          0                    0   \n",
       "1                          0                          0                    0   \n",
       "2                          0                          0                    0   \n",
       "3                          0                          0                    0   \n",
       "4                          0                          0                    0   \n",
       "5                          0                          0                    0   \n",
       "6                          0                          0                    0   \n",
       "7                          0                          0                    0   \n",
       "8                          0                          0                    0   \n",
       "9                          0                          0                    0   \n",
       "\n",
       "   Club_Unión La Calera  Club_Unión de Santa Fe  Club_Urawa Red Diamonds  \\\n",
       "0                     0                       0                        0   \n",
       "1                     0                       0                        0   \n",
       "2                     0                       0                        0   \n",
       "3                     0                       0                        0   \n",
       "4                     0                       0                        0   \n",
       "5                     0                       0                        0   \n",
       "6                     0                       0                        0   \n",
       "7                     0                       0                        0   \n",
       "8                     0                       0                        0   \n",
       "9                     0                       0                        0   \n",
       "\n",
       "   Club_V-Varen Nagasaki  Club_VVV-Venlo  Club_Valencia CF  \\\n",
       "0                      0               0                 0   \n",
       "1                      0               0                 0   \n",
       "2                      0               0                 0   \n",
       "3                      0               0                 0   \n",
       "4                      0               0                 0   \n",
       "5                      0               0                 0   \n",
       "6                      0               0                 0   \n",
       "7                      0               0                 0   \n",
       "8                      0               0                 0   \n",
       "9                      0               0                 0   \n",
       "\n",
       "   Club_Valenciennes FC  Club_Vancouver Whitecaps FC  Club_Vegalta Sendai  \\\n",
       "0                     0                            0                    0   \n",
       "1                     0                            0                    0   \n",
       "2                     0                            0                    0   \n",
       "3                     0                            0                    0   \n",
       "4                     0                            0                    0   \n",
       "5                     0                            0                    0   \n",
       "6                     0                            0                    0   \n",
       "7                     0                            0                    0   \n",
       "8                     0                            0                    0   \n",
       "9                     0                            0                    0   \n",
       "\n",
       "   Club_Vejle Boldklub  Club_Vendsyssel FF  Club_Venezia FC  \\\n",
       "0                    0                   0                0   \n",
       "1                    0                   0                0   \n",
       "2                    0                   0                0   \n",
       "3                    0                   0                0   \n",
       "4                    0                   0                0   \n",
       "5                    0                   0                0   \n",
       "6                    0                   0                0   \n",
       "7                    0                   0                0   \n",
       "8                    0                   0                0   \n",
       "9                    0                   0                0   \n",
       "\n",
       "   Club_VfB Stuttgart  Club_VfL Bochum 1848  Club_VfL Osnabrück  \\\n",
       "0                   0                     0                   0   \n",
       "1                   0                     0                   0   \n",
       "2                   0                     0                   0   \n",
       "3                   0                     0                   0   \n",
       "4                   0                     0                   0   \n",
       "5                   0                     0                   0   \n",
       "6                   0                     0                   0   \n",
       "7                   0                     0                   0   \n",
       "8                   0                     0                   0   \n",
       "9                   0                     0                   0   \n",
       "\n",
       "   Club_VfL Sportfreunde Lotte  Club_VfL Wolfsburg  Club_VfR Aalen  \\\n",
       "0                            0                   0               0   \n",
       "1                            0                   0               0   \n",
       "2                            0                   0               0   \n",
       "3                            0                   0               0   \n",
       "4                            0                   0               0   \n",
       "5                            0                   0               0   \n",
       "6                            0                   0               0   \n",
       "7                            0                   0               0   \n",
       "8                            0                   0               0   \n",
       "9                            0                   0               0   \n",
       "\n",
       "   Club_Viktoria Plzeň  Club_Villarreal CF  Club_Vissel Kobe  Club_Vitesse  \\\n",
       "0                    0                   0                 0             0   \n",
       "1                    0                   0                 0             0   \n",
       "2                    0                   0                 0             0   \n",
       "3                    0                   0                 0             0   \n",
       "4                    0                   0                 0             0   \n",
       "5                    0                   0                 0             0   \n",
       "6                    0                   0                 0             0   \n",
       "7                    0                   0                 0             0   \n",
       "8                    0                   0                 0             0   \n",
       "9                    0                   0                 0             0   \n",
       "\n",
       "   Club_Vitória  Club_Vitória Guimarães  Club_Vitória de Setúbal  \\\n",
       "0             0                       0                        0   \n",
       "1             0                       0                        0   \n",
       "2             0                       0                        0   \n",
       "3             0                       0                        0   \n",
       "4             0                       0                        0   \n",
       "5             0                       0                        0   \n",
       "6             0                       0                        0   \n",
       "7             0                       0                        0   \n",
       "8             0                       0                        0   \n",
       "9             0                       0                        0   \n",
       "\n",
       "   Club_Vålerenga Fotball  Club_Vélez Sarsfield  Club_Waasland-Beveren  \\\n",
       "0                       0                     0                      0   \n",
       "1                       0                     0                      0   \n",
       "2                       0                     0                      0   \n",
       "3                       0                     0                      0   \n",
       "4                       0                     0                      0   \n",
       "5                       0                     0                      0   \n",
       "6                       0                     0                      0   \n",
       "7                       0                     0                      0   \n",
       "8                       0                     0                      0   \n",
       "9                       0                     0                      0   \n",
       "\n",
       "   Club_Walsall  Club_Waterford FC  Club_Watford  Club_Wellington Phoenix  \\\n",
       "0             0                  0             0                        0   \n",
       "1             0                  0             0                        0   \n",
       "2             0                  0             0                        0   \n",
       "3             0                  0             0                        0   \n",
       "4             0                  0             0                        0   \n",
       "5             0                  0             0                        0   \n",
       "6             0                  0             0                        0   \n",
       "7             0                  0             0                        0   \n",
       "8             0                  0             0                        0   \n",
       "9             0                  0             0                        0   \n",
       "\n",
       "   Club_West Bromwich Albion  Club_West Ham United  \\\n",
       "0                          0                     0   \n",
       "1                          0                     0   \n",
       "2                          0                     0   \n",
       "3                          0                     0   \n",
       "4                          0                     0   \n",
       "5                          0                     0   \n",
       "6                          0                     0   \n",
       "7                          0                     0   \n",
       "8                          0                     0   \n",
       "9                          0                     0   \n",
       "\n",
       "   Club_Western Sydney Wanderers  Club_Wigan Athletic  Club_Willem II  \\\n",
       "0                              0                    0               0   \n",
       "1                              0                    0               0   \n",
       "2                              0                    0               0   \n",
       "3                              0                    0               0   \n",
       "4                              0                    0               0   \n",
       "5                              0                    0               0   \n",
       "6                              0                    0               0   \n",
       "7                              0                    0               0   \n",
       "8                              0                    0               0   \n",
       "9                              0                    0               0   \n",
       "\n",
       "   Club_Wisła Kraków  Club_Wisła Płock  Club_Wolfsberger AC  \\\n",
       "0                  0                 0                    0   \n",
       "1                  0                 0                    0   \n",
       "2                  0                 0                    0   \n",
       "3                  0                 0                    0   \n",
       "4                  0                 0                    0   \n",
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       "6                  0                 0                    0   \n",
       "7                  0                 0                    0   \n",
       "8                  0                 0                    0   \n",
       "9                  0                 0                    0   \n",
       "\n",
       "   Club_Wolverhampton Wanderers  Club_Wycombe Wanderers  \\\n",
       "0                             0                       0   \n",
       "1                             0                       0   \n",
       "2                             0                       0   \n",
       "3                             0                       0   \n",
       "4                             0                       0   \n",
       "5                             0                       0   \n",
       "6                             0                       0   \n",
       "7                             0                       0   \n",
       "8                             0                       0   \n",
       "9                             0                       0   \n",
       "\n",
       "   Club_Yeni Malatyaspor  Club_Yeovil Town  Club_Yokohama F. Marinos  \\\n",
       "0                      0                 0                         0   \n",
       "1                      0                 0                         0   \n",
       "2                      0                 0                         0   \n",
       "3                      0                 0                         0   \n",
       "4                      0                 0                         0   \n",
       "5                      0                 0                         0   \n",
       "6                      0                 0                         0   \n",
       "7                      0                 0                         0   \n",
       "8                      0                 0                         0   \n",
       "9                      0                 0                         0   \n",
       "\n",
       "   Club_Zagłębie Lubin  Club_Zagłębie Sosnowiec  Club_Çaykur Rizespor  \\\n",
       "0                    0                        0                     0   \n",
       "1                    0                        0                     0   \n",
       "2                    0                        0                     0   \n",
       "3                    0                        0                     0   \n",
       "4                    0                        0                     0   \n",
       "5                    0                        0                     0   \n",
       "6                    0                        0                     0   \n",
       "7                    0                        0                     0   \n",
       "8                    0                        0                     0   \n",
       "9                    0                        0                     0   \n",
       "\n",
       "   Club_Örebro SK  Club_Östersunds FK  Club_Śląsk Wrocław  Position_CAM  \\\n",
       "0               0                   0                   0             0   \n",
       "1               0                   0                   0             0   \n",
       "2               0                   0                   0             0   \n",
       "3               0                   0                   0             0   \n",
       "4               0                   0                   0             0   \n",
       "5               0                   0                   0             0   \n",
       "6               0                   0                   0             0   \n",
       "7               0                   0                   0             0   \n",
       "8               0                   0                   0             0   \n",
       "9               0                   0                   0             0   \n",
       "\n",
       "   Position_CB  Position_CDM  Position_CF  Position_CM  Position_GK  \\\n",
       "0            0             0            0            0            0   \n",
       "1            0             0            0            0            0   \n",
       "2            0             0            0            0            0   \n",
       "3            0             0            0            0            1   \n",
       "4            0             0            0            0            0   \n",
       "5            0             0            0            0            0   \n",
       "6            0             0            0            0            0   \n",
       "7            0             0            0            0            0   \n",
       "8            0             0            0            0            0   \n",
       "9            0             0            0            0            1   \n",
       "\n",
       "   Position_LAM  Position_LB  Position_LCB  Position_LCM  Position_LDM  \\\n",
       "0             0            0             0             0             0   \n",
       "1             0            0             0             0             0   \n",
       "2             0            0             0             0             0   \n",
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       "4             0            0             0             0             0   \n",
       "5             0            0             0             0             0   \n",
       "6             0            0             0             0             0   \n",
       "7             0            0             0             0             0   \n",
       "8             0            0             0             0             0   \n",
       "9             0            0             0             0             0   \n",
       "\n",
       "   Position_LF  Position_LM  Position_LS  Position_LW  Position_LWB  \\\n",
       "0            0            0            0            0             0   \n",
       "1            0            0            0            0             0   \n",
       "2            0            0            0            1             0   \n",
       "3            0            0            0            0             0   \n",
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       "5            1            0            0            0             0   \n",
       "6            0            0            0            0             0   \n",
       "7            0            0            0            0             0   \n",
       "8            0            0            0            0             0   \n",
       "9            0            0            0            0             0   \n",
       "\n",
       "   Position_RAM  Position_RB  Position_RCB  Position_RCM  Position_RDM  \\\n",
       "0             0            0             0             0             0   \n",
       "1             0            0             0             0             0   \n",
       "2             0            0             0             0             0   \n",
       "3             0            0             0             0             0   \n",
       "4             0            0             0             1             0   \n",
       "5             0            0             0             0             0   \n",
       "6             0            0             0             1             0   \n",
       "7             0            0             0             0             0   \n",
       "8             0            0             1             0             0   \n",
       "9             0            0             0             0             0   \n",
       "\n",
       "   Position_RF  Position_RM  Position_RS  Position_RW  Position_RWB  \\\n",
       "0            1            0            0            0             0   \n",
       "1            0            0            0            0             0   \n",
       "2            0            0            0            0             0   \n",
       "3            0            0            0            0             0   \n",
       "4            0            0            0            0             0   \n",
       "5            0            0            0            0             0   \n",
       "6            0            0            0            0             0   \n",
       "7            0            0            1            0             0   \n",
       "8            0            0            0            0             0   \n",
       "9            0            0            0            0             0   \n",
       "\n",
       "   Position_ST  \n",
       "0            0  \n",
       "1            1  \n",
       "2            0  \n",
       "3            0  \n",
       "4            0  \n",
       "5            0  \n",
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       "7            0  \n",
       "8            0  \n",
       "9            0  "
      ],
      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Name</th>\n      <th>Age</th>\n      <th>Overall</th>\n      <th>Potential</th>\n      <th>Value</th>\n      <th>Wage</th>\n      <th>Preferred Foot</th>\n      <th>International Reputation</th>\n      <th>Weak Foot</th>\n      <th>Skill Moves</th>\n      <th>Work Rate</th>\n      <th>Body Type</th>\n      <th>Real Face</th>\n      <th>Jersey Number</th>\n      <th>Joined</th>\n      <th>Contract Valid Until</th>\n      <th>Height</th>\n      <th>Weight</th>\n      <th>LS</th>\n      <th>ST</th>\n      <th>RS</th>\n      <th>LW</th>\n      <th>LF</th>\n      <th>CF</th>\n      <th>RF</th>\n      <th>RW</th>\n      <th>LAM</th>\n      <th>CAM</th>\n      <th>RAM</th>\n      <th>LM</th>\n      <th>LCM</th>\n      <th>CM</th>\n      <th>RCM</th>\n      <th>RM</th>\n      <th>LWB</th>\n      <th>LDM</th>\n      <th>CDM</th>\n      <th>RDM</th>\n      <th>RWB</th>\n      <th>LB</th>\n      <th>LCB</th>\n      <th>CB</th>\n      <th>RCB</th>\n      <th>RB</th>\n      <th>Crossing</th>\n      <th>Finishing</th>\n      <th>HeadingAccuracy</th>\n      <th>ShortPassing</th>\n      <th>Volleys</th>\n      <th>Dribbling</th>\n      <th>Curve</th>\n      <th>FKAccuracy</th>\n      <th>LongPassing</th>\n      <th>BallControl</th>\n      <th>Acceleration</th>\n      <th>SprintSpeed</th>\n      <th>Agility</th>\n      <th>Reactions</th>\n      <th>Balance</th>\n      <th>ShotPower</th>\n      <th>Jumping</th>\n      <th>Stamina</th>\n      <th>Strength</th>\n      <th>LongShots</th>\n      <th>Aggression</th>\n      <th>Interceptions</th>\n      <th>Positioning</th>\n      <th>Vision</th>\n      <th>Penalties</th>\n      <th>Composure</th>\n      <th>Marking</th>\n      <th>StandingTackle</th>\n      <th>SlidingTackle</th>\n      <th>GKDiving</th>\n      <th>GKHandling</th>\n      <th>GKKicking</th>\n      <th>GKPositioning</th>\n      <th>GKReflexes</th>\n      <th>Release Clause</th>\n      <th>Nationality_Afghanistan</th>\n      <th>Nationality_Albania</th>\n      <th>Nationality_Algeria</th>\n      <th>Nationality_Andorra</th>\n      <th>Nationality_Angola</th>\n      <th>Nationality_Antigua &amp; Barbuda</th>\n      <th>Nationality_Argentina</th>\n      <th>Nationality_Armenia</th>\n      <th>Nationality_Australia</th>\n      <th>Nationality_Austria</th>\n      <th>Nationality_Azerbaijan</th>\n      <th>Nationality_Barbados</th>\n      <th>Nationality_Belarus</th>\n      <th>Nationality_Belgium</th>\n      <th>Nationality_Belize</th>\n      <th>Nationality_Benin</th>\n      <th>Nationality_Bermuda</th>\n      <th>Nationality_Bolivia</th>\n      <th>Nationality_Bosnia Herzegovina</th>\n      <th>Nationality_Botswana</th>\n      <th>Nationality_Brazil</th>\n      <th>Nationality_Bulgaria</th>\n      <th>Nationality_Burkina Faso</th>\n      <th>Nationality_Burundi</th>\n      <th>Nationality_Cameroon</th>\n      <th>Nationality_Canada</th>\n      <th>Nationality_Cape Verde</th>\n      <th>Nationality_Central African Rep.</th>\n      <th>Nationality_Chad</th>\n      <th>Nationality_Chile</th>\n      <th>Nationality_China PR</th>\n      <th>Nationality_Colombia</th>\n      <th>Nationality_Comoros</th>\n      <th>Nationality_Congo</th>\n      <th>Nationality_Costa Rica</th>\n      <th>Nationality_Croatia</th>\n      <th>Nationality_Cuba</th>\n      <th>Nationality_Curacao</th>\n      <th>Nationality_Cyprus</th>\n      <th>Nationality_Czech Republic</th>\n      <th>Nationality_DR Congo</th>\n      <th>Nationality_Denmark</th>\n      <th>Nationality_Dominican Republic</th>\n      <th>Nationality_Ecuador</th>\n      <th>Nationality_Egypt</th>\n      <th>Nationality_El Salvador</th>\n      <th>Nationality_England</th>\n      <th>Nationality_Equatorial Guinea</th>\n      <th>Nationality_Eritrea</th>\n      <th>Nationality_Estonia</th>\n      <th>Nationality_Ethiopia</th>\n      <th>Nationality_FYR Macedonia</th>\n      <th>Nationality_Faroe Islands</th>\n      <th>Nationality_Fiji</th>\n      <th>Nationality_Finland</th>\n      <th>Nationality_France</th>\n      <th>Nationality_Gabon</th>\n      <th>Nationality_Gambia</th>\n      <th>Nationality_Georgia</th>\n      <th>Nationality_Germany</th>\n      <th>Nationality_Ghana</th>\n      <th>Nationality_Greece</th>\n      <th>Nationality_Grenada</th>\n      <th>Nationality_Guam</th>\n      <th>Nationality_Guatemala</th>\n      <th>Nationality_Guinea</th>\n      <th>Nationality_Guinea Bissau</th>\n      <th>Nationality_Guyana</th>\n      <th>Nationality_Haiti</th>\n      <th>Nationality_Honduras</th>\n      <th>Nationality_Hong Kong</th>\n      <th>Nationality_Hungary</th>\n      <th>Nationality_Iceland</th>\n      <th>Nationality_Indonesia</th>\n      <th>Nationality_Iran</th>\n      <th>Nationality_Iraq</th>\n      <th>Nationality_Israel</th>\n      <th>Nationality_Italy</th>\n      <th>Nationality_Ivory Coast</th>\n      <th>Nationality_Jamaica</th>\n      <th>Nationality_Japan</th>\n      <th>Nationality_Jordan</th>\n      <th>Nationality_Kazakhstan</th>\n      <th>Nationality_Kenya</th>\n      <th>Nationality_Korea DPR</th>\n      <th>Nationality_Korea Republic</th>\n      <th>Nationality_Kosovo</th>\n      <th>Nationality_Kuwait</th>\n      <th>Nationality_Latvia</th>\n      <th>Nationality_Lebanon</th>\n      <th>Nationality_Liberia</th>\n      <th>Nationality_Libya</th>\n      <th>Nationality_Liechtenstein</th>\n      <th>Nationality_Lithuania</th>\n      <th>Nationality_Luxembourg</th>\n      <th>Nationality_Madagascar</th>\n      <th>Nationality_Mali</th>\n      <th>Nationality_Malta</th>\n      <th>Nationality_Mauritania</th>\n      <th>Nationality_Mauritius</th>\n      <th>Nationality_Mexico</th>\n      <th>Nationality_Moldova</th>\n      <th>Nationality_Montenegro</th>\n      <th>Nationality_Montserrat</th>\n      <th>Nationality_Morocco</th>\n      <th>Nationality_Mozambique</th>\n      <th>Nationality_Namibia</th>\n      <th>Nationality_Netherlands</th>\n      <th>Nationality_New Caledonia</th>\n      <th>Nationality_New Zealand</th>\n      <th>Nationality_Nicaragua</th>\n      <th>Nationality_Niger</th>\n      <th>Nationality_Nigeria</th>\n      <th>Nationality_Northern Ireland</th>\n      <th>Nationality_Norway</th>\n      <th>Nationality_Oman</th>\n      <th>Nationality_Palestine</th>\n      <th>Nationality_Panama</th>\n      <th>Nationality_Paraguay</th>\n      <th>Nationality_Peru</th>\n      <th>Nationality_Philippines</th>\n      <th>Nationality_Poland</th>\n      <th>Nationality_Portugal</th>\n      <th>Nationality_Puerto Rico</th>\n      <th>Nationality_Qatar</th>\n      <th>Nationality_Republic of Ireland</th>\n      <th>Nationality_Romania</th>\n      <th>Nationality_Russia</th>\n      <th>Nationality_Rwanda</th>\n      <th>Nationality_Saudi Arabia</th>\n      <th>Nationality_Scotland</th>\n      <th>Nationality_Senegal</th>\n      <th>Nationality_Serbia</th>\n      <th>Nationality_Sierra Leone</th>\n      <th>Nationality_Slovakia</th>\n      <th>Nationality_Slovenia</th>\n      <th>Nationality_South Africa</th>\n      <th>Nationality_South Sudan</th>\n      <th>Nationality_Spain</th>\n      <th>Nationality_St Kitts Nevis</th>\n      <th>Nationality_St Lucia</th>\n      <th>Nationality_Sudan</th>\n      <th>Nationality_Suriname</th>\n      <th>Nationality_Sweden</th>\n      <th>Nationality_Switzerland</th>\n      <th>Nationality_Syria</th>\n      <th>Nationality_São Tomé &amp; Príncipe</th>\n      <th>Nationality_Tanzania</th>\n      <th>Nationality_Thailand</th>\n      <th>Nationality_Togo</th>\n      <th>Nationality_Trinidad &amp; Tobago</th>\n      <th>Nationality_Tunisia</th>\n      <th>Nationality_Turkey</th>\n      <th>Nationality_Uganda</th>\n      <th>Nationality_Ukraine</th>\n      <th>Nationality_United Arab Emirates</th>\n      <th>Nationality_United States</th>\n      <th>Nationality_Uruguay</th>\n      <th>Nationality_Uzbekistan</th>\n      <th>Nationality_Venezuela</th>\n      <th>Nationality_Wales</th>\n      <th>Nationality_Zambia</th>\n      <th>Nationality_Zimbabwe</th>\n      <th>Club_ SSV Jahn Regensburg</th>\n      <th>Club_1. FC Heidenheim 1846</th>\n      <th>Club_1. FC Kaiserslautern</th>\n      <th>Club_1. FC Köln</th>\n      <th>Club_1. FC Magdeburg</th>\n      <th>Club_1. FC Nürnberg</th>\n      <th>Club_1. FC Union Berlin</th>\n      <th>Club_1. FSV Mainz 05</th>\n      <th>Club_AC Ajaccio</th>\n      <th>Club_AC Horsens</th>\n      <th>Club_AD Alcorcón</th>\n      <th>Club_ADO Den Haag</th>\n      <th>Club_AEK Athens</th>\n      <th>Club_AFC Wimbledon</th>\n      <th>Club_AIK</th>\n      <th>Club_AJ Auxerre</th>\n      <th>Club_AS Béziers</th>\n      <th>Club_AS Monaco</th>\n      <th>Club_AS Nancy Lorraine</th>\n      <th>Club_AS Saint-Étienne</th>\n      <th>Club_AZ Alkmaar</th>\n      <th>Club_Aalborg BK</th>\n      <th>Club_Aarhus GF</th>\n      <th>Club_Aberdeen</th>\n      <th>Club_Accrington Stanley</th>\n      <th>Club_Adelaide United</th>\n      <th>Club_Ajax</th>\n      <th>Club_Akhisar Belediyespor</th>\n      <th>Club_Al Ahli</th>\n      <th>Club_Al Batin</th>\n      <th>Club_Al Faisaly</th>\n      <th>Club_Al Fateh</th>\n      <th>Club_Al Fayha</th>\n      <th>Club_Al Hazem</th>\n      <th>Club_Al Hilal</th>\n      <th>Club_Al Ittihad</th>\n      <th>Club_Al Nassr</th>\n      <th>Club_Al Qadisiyah</th>\n      <th>Club_Al Raed</th>\n      <th>Club_Al Shabab</th>\n      <th>Club_Al Taawoun</th>\n      <th>Club_Al Wehda</th>\n      <th>Club_Alanyaspor</th>\n      <th>Club_Albacete BP</th>\n      <th>Club_Alianza Petrolera</th>\n      <th>Club_Amiens SC</th>\n      <th>Club_América FC (Minas Gerais)</th>\n      <th>Club_América de Cali</th>\n      <th>Club_Angers SCO</th>\n      <th>Club_Antalyaspor</th>\n      <th>Club_Argentinos Juniors</th>\n      <th>Club_Arka Gdynia</th>\n      <th>Club_Arsenal</th>\n      <th>Club_Ascoli</th>\n      <th>Club_Aston Villa</th>\n      <th>Club_Atalanta</th>\n      <th>Club_Athletic Club de Bilbao</th>\n      <th>Club_Atiker Konyaspor</th>\n      <th>Club_Atlanta United</th>\n      <th>Club_Atlético Bucaramanga</th>\n      <th>Club_Atlético Huila</th>\n      <th>Club_Atlético Madrid</th>\n      <th>Club_Atlético Mineiro</th>\n      <th>Club_Atlético Nacional</th>\n      <th>Club_Atlético Paranaense</th>\n      <th>Club_Atlético Tucumán</th>\n      <th>Club_Audax Italiano</th>\n      <th>Club_BB Erzurumspor</th>\n      <th>Club_BK Häcken</th>\n      <th>Club_BSC Young Boys</th>\n      <th>Club_Bahia</th>\n      <th>Club_Barnsley</th>\n      <th>Club_Bayer 04 Leverkusen</th>\n      <th>Club_Beijing Renhe FC</th>\n      <th>Club_Beijing Sinobo Guoan FC</th>\n      <th>Club_Belgrano de Córdoba</th>\n      <th>Club_Benevento</th>\n      <th>Club_Beşiktaş JK</th>\n      <th>Club_Birmingham City</th>\n      <th>Club_Blackburn Rovers</th>\n      <th>Club_Blackpool</th>\n      <th>Club_Boavista FC</th>\n      <th>Club_Boca Juniors</th>\n      <th>Club_Bohemian FC</th>\n      <th>Club_Bologna</th>\n      <th>Club_Bolton Wanderers</th>\n      <th>Club_Borussia Dortmund</th>\n      <th>Club_Borussia Mönchengladbach</th>\n      <th>Club_Botafogo</th>\n      <th>Club_Bournemouth</th>\n      <th>Club_Boyacá Chicó FC</th>\n      <th>Club_Bradford City</th>\n      <th>Club_Bray Wanderers</th>\n      <th>Club_Brentford</th>\n      <th>Club_Brescia</th>\n      <th>Club_Brighton &amp; Hove Albion</th>\n      <th>Club_Brisbane Roar</th>\n      <th>Club_Bristol City</th>\n      <th>Club_Bristol Rovers</th>\n      <th>Club_Brøndby IF</th>\n      <th>Club_Burnley</th>\n      <th>Club_Bursaspor</th>\n      <th>Club_Burton Albion</th>\n      <th>Club_Bury</th>\n      <th>Club_CA Osasuna</th>\n      <th>Club_CD Antofagasta</th>\n      <th>Club_CD Aves</th>\n      <th>Club_CD Everton de Viña del Mar</th>\n      <th>Club_CD Feirense</th>\n      <th>Club_CD Huachipato</th>\n      <th>Club_CD Leganés</th>\n      <th>Club_CD Lugo</th>\n      <th>Club_CD Nacional</th>\n      <th>Club_CD Numancia</th>\n      <th>Club_CD O'Higgins</th>\n      <th>Club_CD Palestino</th>\n      <th>Club_CD Tenerife</th>\n      <th>Club_CD Tondela</th>\n      <th>Club_CD Universidad de Concepción</th>\n      <th>Club_CF Rayo Majadahonda</th>\n      <th>Club_CF Reus Deportiu</th>\n      <th>Club_Cagliari</th>\n      <th>Club_Cambridge United</th>\n      <th>Club_Cardiff City</th>\n      <th>Club_Carlisle United</th>\n      <th>Club_Carpi</th>\n      <th>Club_Ceará Sporting Club</th>\n      <th>Club_Celtic</th>\n      <th>Club_Central Coast Mariners</th>\n      <th>Club_Cerezo Osaka</th>\n      <th>Club_Chamois Niortais Football Club</th>\n      <th>Club_Changchun Yatai FC</th>\n      <th>Club_Chapecoense</th>\n      <th>Club_Charlton Athletic</th>\n      <th>Club_Chelsea</th>\n      <th>Club_Cheltenham Town</th>\n      <th>Club_Chicago Fire</th>\n      <th>Club_Chievo Verona</th>\n      <th>Club_Chongqing Dangdai Lifan FC SWM Team</th>\n      <th>Club_Cittadella</th>\n      <th>Club_Clermont Foot 63</th>\n      <th>Club_Club América</th>\n      <th>Club_Club Atlas</th>\n      <th>Club_Club Atlético Aldosivi</th>\n      <th>Club_Club Atlético Banfield</th>\n      <th>Club_Club Atlético Colón</th>\n      <th>Club_Club Atlético Huracán</th>\n      <th>Club_Club Atlético Lanús</th>\n      <th>Club_Club Atlético Talleres</th>\n      <th>Club_Club Atlético Tigre</th>\n      <th>Club_Club Brugge KV</th>\n      <th>Club_Club Deportes Temuco</th>\n      <th>Club_Club León</th>\n      <th>Club_Club Necaxa</th>\n      <th>Club_Club Tijuana</th>\n      <th>Club_Clube Sport Marítimo</th>\n      <th>Club_Colchester United</th>\n      <th>Club_Colo-Colo</th>\n      <th>Club_Colorado Rapids</th>\n      <th>Club_Columbus Crew SC</th>\n      <th>Club_Cork City</th>\n      <th>Club_Cosenza</th>\n      <th>Club_Coventry City</th>\n      <th>Club_Cracovia</th>\n      <th>Club_Crawley Town</th>\n      <th>Club_Crewe Alexandra</th>\n      <th>Club_Crotone</th>\n      <th>Club_Cruz Azul</th>\n      <th>Club_Cruzeiro</th>\n      <th>Club_Crystal Palace</th>\n      <th>Club_Curicó Unido</th>\n      <th>Club_Cádiz CF</th>\n      <th>Club_Córdoba CF</th>\n      <th>Club_DC United</th>\n      <th>Club_DSC Arminia Bielefeld</th>\n      <th>Club_Daegu FC</th>\n      <th>Club_Dalian YiFang FC</th>\n      <th>Club_Dalkurd FF</th>\n      <th>Club_De Graafschap</th>\n      <th>Club_Defensa y Justicia</th>\n      <th>Club_Deportes Iquique</th>\n      <th>Club_Deportes Tolima</th>\n      <th>Club_Deportivo Alavés</th>\n      <th>Club_Deportivo Cali</th>\n      <th>Club_Deportivo Pasto</th>\n      <th>Club_Deportivo Toluca</th>\n      <th>Club_Deportivo de La Coruña</th>\n      <th>Club_Derby County</th>\n      <th>Club_Derry City</th>\n      <th>Club_Dijon FCO</th>\n      <th>Club_Dinamo Zagreb</th>\n      <th>Club_Djurgårdens IF</th>\n      <th>Club_Doncaster Rovers</th>\n      <th>Club_Dundalk</th>\n      <th>Club_Dundee FC</th>\n      <th>Club_Dynamo Kyiv</th>\n      <th>Club_ESTAC Troyes</th>\n      <th>Club_Eintracht Braunschweig</th>\n      <th>Club_Eintracht Frankfurt</th>\n      <th>Club_Elche CF</th>\n      <th>Club_Empoli</th>\n      <th>Club_En Avant de Guingamp</th>\n      <th>Club_Envigado FC</th>\n      <th>Club_Esbjerg fB</th>\n      <th>Club_Estudiantes de La Plata</th>\n      <th>Club_Ettifaq FC</th>\n      <th>Club_Everton</th>\n      <th>Club_Excelsior</th>\n      <th>Club_Exeter City</th>\n      <th>Club_Extremadura UD</th>\n      <th>Club_FC Admira Wacker Mödling</th>\n      <th>Club_FC Augsburg</th>\n      <th>Club_FC Barcelona</th>\n      <th>Club_FC Basel 1893</th>\n      <th>Club_FC Bayern München</th>\n      <th>Club_FC Carl Zeiss Jena</th>\n      <th>Club_FC Dallas</th>\n      <th>Club_FC Emmen</th>\n      <th>Club_FC Energie Cottbus</th>\n      <th>Club_FC Erzgebirge Aue</th>\n      <th>Club_FC Girondins de Bordeaux</th>\n      <th>Club_FC Groningen</th>\n      <th>Club_FC Hansa Rostock</th>\n      <th>Club_FC Ingolstadt 04</th>\n      <th>Club_FC København</th>\n      <th>Club_FC Lorient</th>\n      <th>Club_FC Lugano</th>\n      <th>Club_FC Luzern</th>\n      <th>Club_FC Metz</th>\n      <th>Club_FC Midtjylland</th>\n      <th>Club_FC Nantes</th>\n      <th>Club_FC Nordsjælland</th>\n      <th>Club_FC Porto</th>\n      <th>Club_FC Red Bull Salzburg</th>\n      <th>Club_FC Schalke 04</th>\n      <th>Club_FC Seoul</th>\n      <th>Club_FC Sion</th>\n      <th>Club_FC Sochaux-Montbéliard</th>\n      <th>Club_FC St. Gallen</th>\n      <th>Club_FC St. Pauli</th>\n      <th>Club_FC Thun</th>\n      <th>Club_FC Tokyo</th>\n      <th>Club_FC Utrecht</th>\n      <th>Club_FC Wacker Innsbruck</th>\n      <th>Club_FC Würzburger Kickers</th>\n      <th>Club_FC Zürich</th>\n      <th>Club_FK Austria Wien</th>\n      <th>Club_FK Bodø/Glimt</th>\n      <th>Club_FK Haugesund</th>\n      <th>Club_FSV Zwickau</th>\n      <th>Club_Fenerbahçe SK</th>\n      <th>Club_Feyenoord</th>\n      <th>Club_Fiorentina</th>\n      <th>Club_Fleetwood Town</th>\n      <th>Club_Fluminense</th>\n      <th>Club_Foggia</th>\n      <th>Club_Forest Green Rovers</th>\n      <th>Club_Fortuna Düsseldorf</th>\n      <th>Club_Fortuna Sittard</th>\n      <th>Club_Frosinone</th>\n      <th>Club_Fulham</th>\n      <th>Club_GD Chaves</th>\n      <th>Club_GFC Ajaccio</th>\n      <th>Club_GIF Sundsvall</th>\n      <th>Club_Galatasaray SK</th>\n      <th>Club_Gamba Osaka</th>\n      <th>Club_Gangwon FC</th>\n      <th>Club_Genoa</th>\n      <th>Club_Getafe CF</th>\n      <th>Club_Gillingham</th>\n      <th>Club_Gimnasia y Esgrima La Plata</th>\n      <th>Club_Gimnàstic de Tarragona</th>\n      <th>Club_Girona FC</th>\n      <th>Club_Godoy Cruz</th>\n      <th>Club_Granada CF</th>\n      <th>Club_Grasshopper Club Zürich</th>\n      <th>Club_Grenoble Foot 38</th>\n      <th>Club_Grimsby Town</th>\n      <th>Club_Grêmio</th>\n      <th>Club_Guadalajara</th>\n      <th>Club_Guangzhou Evergrande Taobao FC</th>\n      <th>Club_Guangzhou R&amp;F; FC</th>\n      <th>Club_Guizhou Hengfeng FC</th>\n      <th>Club_Gyeongnam FC</th>\n      <th>Club_Górnik Zabrze</th>\n      <th>Club_Göztepe SK</th>\n      <th>Club_HJK Helsinki</th>\n      <th>Club_Hallescher FC</th>\n      <th>Club_Hamburger SV</th>\n      <th>Club_Hamilton Academical FC</th>\n      <th>Club_Hammarby IF</th>\n      <th>Club_Hannover 96</th>\n      <th>Club_Heart of Midlothian</th>\n      <th>Club_Hebei China Fortune FC</th>\n      <th>Club_Hellas Verona</th>\n      <th>Club_Henan Jianye FC</th>\n      <th>Club_Heracles Almelo</th>\n      <th>Club_Hertha BSC</th>\n      <th>Club_Hibernian</th>\n      <th>Club_Hobro IK</th>\n      <th>Club_Hokkaido Consadole Sapporo</th>\n      <th>Club_Holstein Kiel</th>\n      <th>Club_Houston Dynamo</th>\n      <th>Club_Huddersfield Town</th>\n      <th>Club_Hull City</th>\n      <th>Club_IF Brommapojkarna</th>\n      <th>Club_IF Elfsborg</th>\n      <th>Club_IFK Göteborg</th>\n      <th>Club_IFK Norrköping</th>\n      <th>Club_IK Sirius</th>\n      <th>Club_IK Start</th>\n      <th>Club_Incheon United FC</th>\n      <th>Club_Independiente</th>\n      <th>Club_Independiente Medellín</th>\n      <th>Club_Independiente Santa Fe</th>\n      <th>Club_Inter</th>\n      <th>Club_Internacional</th>\n      <th>Club_Ipswich Town</th>\n      <th>Club_Itagüí Leones FC</th>\n      <th>Club_Jagiellonia Białystok</th>\n      <th>Club_Jaguares de Córdoba</th>\n      <th>Club_Jeju United FC</th>\n      <th>Club_Jeonbuk Hyundai Motors</th>\n      <th>Club_Jeonnam Dragons</th>\n      <th>Club_Jiangsu Suning FC</th>\n      <th>Club_Junior FC</th>\n      <th>Club_Juventus</th>\n      <th>Club_Júbilo Iwata</th>\n      <th>Club_KAA Gent</th>\n      <th>Club_KAS Eupen</th>\n      <th>Club_KFC Uerdingen 05</th>\n      <th>Club_KRC Genk</th>\n      <th>Club_KSV Cercle Brugge</th>\n      <th>Club_KV Kortrijk</th>\n      <th>Club_KV Oostende</th>\n      <th>Club_Kaizer Chiefs</th>\n      <th>Club_Kalmar FF</th>\n      <th>Club_Karlsruher SC</th>\n      <th>Club_Kashima Antlers</th>\n      <th>Club_Kashiwa Reysol</th>\n      <th>Club_Kasimpaşa SK</th>\n      <th>Club_Kawasaki Frontale</th>\n      <th>Club_Kayserispor</th>\n      <th>Club_Kilmarnock</th>\n      <th>Club_Korona Kielce</th>\n      <th>Club_Kristiansund BK</th>\n      <th>Club_LA Galaxy</th>\n      <th>Club_LASK Linz</th>\n      <th>Club_LOSC Lille</th>\n      <th>Club_La Berrichonne de Châteauroux</th>\n      <th>Club_La Equidad</th>\n      <th>Club_Lazio</th>\n      <th>Club_Le Havre AC</th>\n      <th>Club_Lecce</th>\n      <th>Club_Lech Poznań</th>\n      <th>Club_Lechia Gdańsk</th>\n      <th>Club_Leeds United</th>\n      <th>Club_Legia Warszawa</th>\n      <th>Club_Leicester City</th>\n      <th>Club_Levante UD</th>\n      <th>Club_Lillestrøm SK</th>\n      <th>Club_Limerick FC</th>\n      <th>Club_Lincoln City</th>\n      <th>Club_Liverpool</th>\n      <th>Club_Livingston FC</th>\n      <th>Club_Livorno</th>\n      <th>Club_Lobos BUAP</th>\n      <th>Club_Lokomotiv Moscow</th>\n      <th>Club_Los Angeles FC</th>\n      <th>Club_Luton Town</th>\n      <th>Club_MKE Ankaragücü</th>\n      <th>Club_MSV Duisburg</th>\n      <th>Club_Macclesfield Town</th>\n      <th>Club_Malmö FF</th>\n      <th>Club_Manchester City</th>\n      <th>Club_Manchester United</th>\n      <th>Club_Mansfield Town</th>\n      <th>Club_Medipol Başakşehir FK</th>\n      <th>Club_Melbourne City FC</th>\n      <th>Club_Melbourne Victory</th>\n      <th>Club_Middlesbrough</th>\n      <th>Club_Miedź Legnica</th>\n      <th>Club_Milan</th>\n      <th>Club_Millonarios FC</th>\n      <th>Club_Millwall</th>\n      <th>Club_Milton Keynes Dons</th>\n      <th>Club_Minnesota United FC</th>\n      <th>Club_Molde FK</th>\n      <th>Club_Monarcas Morelia</th>\n      <th>Club_Monterrey</th>\n      <th>Club_Montpellier HSC</th>\n      <th>Club_Montreal Impact</th>\n      <th>Club_Morecambe</th>\n      <th>Club_Moreirense FC</th>\n      <th>Club_Motherwell</th>\n      <th>Club_Málaga CF</th>\n      <th>Club_NAC Breda</th>\n      <th>Club_Nagoya Grampus</th>\n      <th>Club_Napoli</th>\n      <th>Club_Neuchâtel Xamax</th>\n      <th>Club_New England Revolution</th>\n      <th>Club_New York City FC</th>\n      <th>Club_New York Red Bulls</th>\n      <th>Club_Newcastle Jets</th>\n      <th>Club_Newcastle United</th>\n      <th>Club_Newell's Old Boys</th>\n      <th>Club_Newport County</th>\n      <th>Club_Northampton Town</th>\n      <th>Club_Norwich City</th>\n      <th>Club_Nottingham Forest</th>\n      <th>Club_Notts County</th>\n      <th>Club_Nîmes Olympique</th>\n      <th>Club_OGC Nice</th>\n      <th>Club_Odds BK</th>\n      <th>Club_Odense Boldklub</th>\n      <th>Club_Ohod Club</th>\n      <th>Club_Oldham Athletic</th>\n      <th>Club_Olympiacos CFP</th>\n      <th>Club_Olympique Lyonnais</th>\n      <th>Club_Olympique de Marseille</th>\n      <th>Club_Once Caldas</th>\n      <th>Club_Orlando City SC</th>\n      <th>Club_Orlando Pirates</th>\n      <th>Club_Os Belenenses</th>\n      <th>Club_Oxford United</th>\n      <th>Club_PAOK</th>\n      <th>Club_PEC Zwolle</th>\n      <th>Club_PFC CSKA Moscow</th>\n      <th>Club_PSV</th>\n      <th>Club_Pachuca</th>\n      <th>Club_Padova</th>\n      <th>Club_Palermo</th>\n      <th>Club_Panathinaikos FC</th>\n      <th>Club_Paraná</th>\n      <th>Club_Paris FC</th>\n      <th>Club_Paris Saint-Germain</th>\n      <th>Club_Parma</th>\n      <th>Club_Patriotas Boyacá FC</th>\n      <th>Club_Patronato</th>\n      <th>Club_Perth Glory</th>\n      <th>Club_Perugia</th>\n      <th>Club_Pescara</th>\n      <th>Club_Peterborough United</th>\n      <th>Club_Philadelphia Union</th>\n      <th>Club_Piast Gliwice</th>\n      <th>Club_Plymouth Argyle</th>\n      <th>Club_Pogoń Szczecin</th>\n      <th>Club_Pohang Steelers</th>\n      <th>Club_Port Vale</th>\n      <th>Club_Portimonense SC</th>\n      <th>Club_Portland Timbers</th>\n      <th>Club_Portsmouth</th>\n      <th>Club_Preston North End</th>\n      <th>Club_Puebla FC</th>\n      <th>Club_Queens Park Rangers</th>\n      <th>Club_Querétaro</th>\n      <th>Club_RB Leipzig</th>\n      <th>Club_RC Celta</th>\n      <th>Club_RC Strasbourg Alsace</th>\n      <th>Club_RCD Espanyol</th>\n      <th>Club_RCD Mallorca</th>\n      <th>Club_RSC Anderlecht</th>\n      <th>Club_Racing Club</th>\n      <th>Club_Racing Club de Lens</th>\n      <th>Club_Randers FC</th>\n      <th>Club_Rangers FC</th>\n      <th>Club_Ranheim Fotball</th>\n      <th>Club_Rayo Vallecano</th>\n      <th>Club_Reading</th>\n      <th>Club_Real Betis</th>\n      <th>Club_Real Madrid</th>\n      <th>Club_Real Oviedo</th>\n      <th>Club_Real Salt Lake</th>\n      <th>Club_Real Sociedad</th>\n      <th>Club_Real Sporting de Gijón</th>\n      <th>Club_Real Valladolid CF</th>\n      <th>Club_Real Zaragoza</th>\n      <th>Club_Red Star FC</th>\n      <th>Club_Rio Ave FC</th>\n      <th>Club_Rionegro Águilas</th>\n      <th>Club_River Plate</th>\n      <th>Club_Rochdale</th>\n      <th>Club_Roma</th>\n      <th>Club_Rosario Central</th>\n      <th>Club_Rosenborg BK</th>\n      <th>Club_Rotherham United</th>\n      <th>Club_Royal Antwerp FC</th>\n      <th>Club_Royal Excel Mouscron</th>\n      <th>Club_SC Braga</th>\n      <th>Club_SC Fortuna Köln</th>\n      <th>Club_SC Freiburg</th>\n      <th>Club_SC Heerenveen</th>\n      <th>Club_SC Paderborn 07</th>\n      <th>Club_SC Preußen Münster</th>\n      <th>Club_SCR Altach</th>\n      <th>Club_SD Eibar</th>\n      <th>Club_SD Huesca</th>\n      <th>Club_SG Dynamo Dresden</th>\n      <th>Club_SG Sonnenhof Großaspach</th>\n      <th>Club_SK Brann</th>\n      <th>Club_SK Rapid Wien</th>\n      <th>Club_SK Slavia Praha</th>\n      <th>Club_SK Sturm Graz</th>\n      <th>Club_SKN St. Pölten</th>\n      <th>Club_SL Benfica</th>\n      <th>Club_SPAL</th>\n      <th>Club_SV Darmstadt 98</th>\n      <th>Club_SV Mattersburg</th>\n      <th>Club_SV Meppen</th>\n      <th>Club_SV Sandhausen</th>\n      <th>Club_SV Wehen Wiesbaden</th>\n      <th>Club_SV Werder Bremen</th>\n      <th>Club_SV Zulte-Waregem</th>\n      <th>Club_Sagan Tosu</th>\n      <th>Club_Sampdoria</th>\n      <th>Club_San Jose Earthquakes</th>\n      <th>Club_San Lorenzo de Almagro</th>\n      <th>Club_San Luis de Quillota</th>\n      <th>Club_San Martin de Tucumán</th>\n      <th>Club_San Martín de San Juan</th>\n      <th>Club_Sandefjord Fotball</th>\n      <th>Club_Sanfrecce Hiroshima</th>\n      <th>Club_Sangju Sangmu FC</th>\n      <th>Club_Santa Clara</th>\n      <th>Club_Santos</th>\n      <th>Club_Santos Laguna</th>\n      <th>Club_Sarpsborg 08 FF</th>\n      <th>Club_Sassuolo</th>\n      <th>Club_Scunthorpe United</th>\n      <th>Club_Seattle Sounders FC</th>\n      <th>Club_Sevilla FC</th>\n      <th>Club_Shakhtar Donetsk</th>\n      <th>Club_Shamrock Rovers</th>\n      <th>Club_Shandong Luneng TaiShan FC</th>\n      <th>Club_Shanghai Greenland Shenhua FC</th>\n      <th>Club_Shanghai SIPG FC</th>\n      <th>Club_Sheffield United</th>\n      <th>Club_Sheffield Wednesday</th>\n      <th>Club_Shimizu S-Pulse</th>\n      <th>Club_Shonan Bellmare</th>\n      <th>Club_Shrewsbury</th>\n      <th>Club_Sint-Truidense VV</th>\n      <th>Club_Sivasspor</th>\n      <th>Club_Sligo Rovers</th>\n      <th>Club_Southampton</th>\n      <th>Club_Southend United</th>\n      <th>Club_SpVgg Greuther Fürth</th>\n      <th>Club_SpVgg Unterhaching</th>\n      <th>Club_Sparta Praha</th>\n      <th>Club_Spartak Moscow</th>\n      <th>Club_Spezia</th>\n      <th>Club_Sport Club do Recife</th>\n      <th>Club_Sporting CP</th>\n      <th>Club_Sporting Kansas City</th>\n      <th>Club_Sporting Lokeren</th>\n      <th>Club_Sporting de Charleroi</th>\n      <th>Club_St. Johnstone FC</th>\n      <th>Club_St. Mirren</th>\n      <th>Club_St. Patrick's Athletic</th>\n      <th>Club_Stabæk Fotball</th>\n      <th>Club_Stade Brestois 29</th>\n      <th>Club_Stade Malherbe Caen</th>\n      <th>Club_Stade Rennais FC</th>\n      <th>Club_Stade de Reims</th>\n      <th>Club_Standard de Liège</th>\n      <th>Club_Stevenage</th>\n      <th>Club_Stoke City</th>\n      <th>Club_Strømsgodset IF</th>\n      <th>Club_Sunderland</th>\n      <th>Club_Suwon Samsung Bluewings</th>\n      <th>Club_Swansea City</th>\n      <th>Club_Swindon Town</th>\n      <th>Club_Sydney FC</th>\n      <th>Club_SønderjyskE</th>\n      <th>Club_TSG 1899 Hoffenheim</th>\n      <th>Club_TSV 1860 München</th>\n      <th>Club_TSV Hartberg</th>\n      <th>Club_Tianjin Quanjian FC</th>\n      <th>Club_Tianjin TEDA FC</th>\n      <th>Club_Tiburones Rojos de Veracruz</th>\n      <th>Club_Tigres U.A.N.L.</th>\n      <th>Club_Torino</th>\n      <th>Club_Toronto FC</th>\n      <th>Club_Tottenham Hotspur</th>\n      <th>Club_Toulouse Football Club</th>\n      <th>Club_Trabzonspor</th>\n      <th>Club_Tranmere Rovers</th>\n      <th>Club_Trelleborgs FF</th>\n      <th>Club_Tromsø IL</th>\n      <th>Club_U.N.A.M.</th>\n      <th>Club_UD Almería</th>\n      <th>Club_UD Las Palmas</th>\n      <th>Club_US Cremonese</th>\n      <th>Club_US Orléans Loiret Football</th>\n      <th>Club_US Salernitana 1919</th>\n      <th>Club_Udinese</th>\n      <th>Club_Ulsan Hyundai FC</th>\n      <th>Club_Universidad Católica</th>\n      <th>Club_Universidad de Chile</th>\n      <th>Club_Unión Española</th>\n      <th>Club_Unión La Calera</th>\n      <th>Club_Unión de Santa Fe</th>\n      <th>Club_Urawa Red Diamonds</th>\n      <th>Club_V-Varen Nagasaki</th>\n      <th>Club_VVV-Venlo</th>\n      <th>Club_Valencia CF</th>\n      <th>Club_Valenciennes FC</th>\n      <th>Club_Vancouver Whitecaps FC</th>\n      <th>Club_Vegalta Sendai</th>\n      <th>Club_Vejle Boldklub</th>\n      <th>Club_Vendsyssel FF</th>\n      <th>Club_Venezia FC</th>\n      <th>Club_VfB Stuttgart</th>\n      <th>Club_VfL Bochum 1848</th>\n      <th>Club_VfL Osnabrück</th>\n      <th>Club_VfL Sportfreunde Lotte</th>\n      <th>Club_VfL Wolfsburg</th>\n      <th>Club_VfR Aalen</th>\n      <th>Club_Viktoria Plzeň</th>\n      <th>Club_Villarreal CF</th>\n      <th>Club_Vissel Kobe</th>\n      <th>Club_Vitesse</th>\n      <th>Club_Vitória</th>\n      <th>Club_Vitória Guimarães</th>\n      <th>Club_Vitória de Setúbal</th>\n      <th>Club_Vålerenga Fotball</th>\n      <th>Club_Vélez Sarsfield</th>\n      <th>Club_Waasland-Beveren</th>\n      <th>Club_Walsall</th>\n      <th>Club_Waterford FC</th>\n      <th>Club_Watford</th>\n      <th>Club_Wellington Phoenix</th>\n      <th>Club_West Bromwich Albion</th>\n      <th>Club_West Ham United</th>\n      <th>Club_Western Sydney Wanderers</th>\n      <th>Club_Wigan Athletic</th>\n      <th>Club_Willem II</th>\n      <th>Club_Wisła Kraków</th>\n      <th>Club_Wisła Płock</th>\n      <th>Club_Wolfsberger AC</th>\n      <th>Club_Wolverhampton Wanderers</th>\n      <th>Club_Wycombe Wanderers</th>\n      <th>Club_Yeni Malatyaspor</th>\n      <th>Club_Yeovil Town</th>\n      <th>Club_Yokohama F. Marinos</th>\n      <th>Club_Zagłębie Lubin</th>\n      <th>Club_Zagłębie Sosnowiec</th>\n      <th>Club_Çaykur Rizespor</th>\n      <th>Club_Örebro SK</th>\n      <th>Club_Östersunds FK</th>\n      <th>Club_Śląsk Wrocław</th>\n      <th>Position_CAM</th>\n      <th>Position_CB</th>\n      <th>Position_CDM</th>\n      <th>Position_CF</th>\n      <th>Position_CM</th>\n      <th>Position_GK</th>\n      <th>Position_LAM</th>\n      <th>Position_LB</th>\n      <th>Position_LCB</th>\n      <th>Position_LCM</th>\n      <th>Position_LDM</th>\n      <th>Position_LF</th>\n      <th>Position_LM</th>\n      <th>Position_LS</th>\n      <th>Position_LW</th>\n      <th>Position_LWB</th>\n      <th>Position_RAM</th>\n      <th>Position_RB</th>\n      <th>Position_RCB</th>\n      <th>Position_RCM</th>\n      <th>Position_RDM</th>\n      <th>Position_RF</th>\n      <th>Position_RM</th>\n      <th>Position_RS</th>\n      <th>Position_RW</th>\n      <th>Position_RWB</th>\n      <th>Position_ST</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>L. Messi</td>\n      <td>31</td>\n      <td>94</td>\n      <td>94</td>\n      <td>110500000.0</td>\n      <td>565000.0</td>\n      <td>Left</td>\n      <td>5.0</td>\n      <td>4.0</td>\n      <td>4.0</td>\n      <td>Medium/ Medium</td>\n      <td>Messi</td>\n      <td>Yes</td>\n      <td>10.0</td>\n      <td>Jul 1, 2004</td>\n      <td>2021</td>\n      <td>5'7</td>\n      <td>159lbs</td>\n      <td>88+2</td>\n      <td>88+2</td>\n      <td>88+2</td>\n      <td>92+2</td>\n      <td>93+2</td>\n      <td>93+2</td>\n      <td>93+2</td>\n      <td>92+2</td>\n      <td>93+2</td>\n      <td>93+2</td>\n      <td>93+2</td>\n      <td>91+2</td>\n      <td>84+2</td>\n      <td>84+2</td>\n      <td>84+2</td>\n      <td>91+2</td>\n      <td>64+2</td>\n      <td>61+2</td>\n      <td>61+2</td>\n      <td>61+2</td>\n      <td>64+2</td>\n      <td>59+2</td>\n      <td>47+2</td>\n      <td>47+2</td>\n      <td>47+2</td>\n      <td>59+2</td>\n      <td>84.0</td>\n      <td>95.0</td>\n      <td>70.0</td>\n   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<td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>Cristiano Ronaldo</td>\n      <td>33</td>\n      <td>94</td>\n      <td>94</td>\n      <td>77000000.0</td>\n      <td>405000.0</td>\n      <td>Right</td>\n      <td>5.0</td>\n      <td>4.0</td>\n      <td>5.0</td>\n      <td>High/ Low</td>\n      <td>C. Ronaldo</td>\n      <td>Yes</td>\n      <td>7.0</td>\n      <td>Jul 10, 2018</td>\n      <td>2022</td>\n      <td>6'2</td>\n      <td>183lbs</td>\n      <td>91+3</td>\n      <td>91+3</td>\n      <td>91+3</td>\n      <td>89+3</td>\n      <td>90+3</td>\n      <td>90+3</td>\n      <td>90+3</td>\n      <td>89+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>88+3</td>\n      <td>65+3</td>\n      <td>61+3</td>\n      <td>61+3</td>\n      <td>61+3</td>\n      <td>65+3</td>\n      <td>61+3</td>\n      <td>53+3</td>\n      <td>53+3</td>\n      <td>53+3</td>\n      <td>61+3</td>\n      <td>84.0</td>\n      <td>94.0</td>\n      <td>89.0</td>\n      <td>81.0</td>\n      <td>87.0</td>\n      <td>88.0</td>\n      <td>81.0</td>\n      <td>76.0</td>\n      <td>77.0</td>\n      <td>94.0</td>\n      <td>89.0</td>\n      <td>91.0</td>\n      <td>87.0</td>\n      <td>96.0</td>\n      <td>70.0</td>\n      <td>95.0</td>\n      <td>95.0</td>\n      <td>88.0</td>\n      <td>79.0</td>\n      <td>93.0</td>\n      <td>63.0</td>\n      <td>29.0</td>\n      <td>95.0</td>\n      <td>82.0</td>\n      <td>85.0</td>\n      <td>95.0</td>\n      <td>28.0</td>\n      <td>31.0</td>\n      <td>23.0</td>\n      <td>7.0</td>\n      <td>11.0</td>\n      <td>15.0</td>\n      <td>14.0</td>\n      <td>11.0</td>\n      <td>€127.1M</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>Neymar Jr</td>\n      <td>26</td>\n      <td>92</td>\n      <td>93</td>\n      <td>118500000.0</td>\n      <td>290000.0</td>\n      <td>Right</td>\n      <td>5.0</td>\n      <td>5.0</td>\n      <td>5.0</td>\n      <td>High/ Medium</td>\n      <td>Neymar</td>\n      <td>Yes</td>\n      <td>10.0</td>\n      <td>Aug 3, 2017</td>\n      <td>2022</td>\n      <td>5'9</td>\n      <td>150lbs</td>\n      <td>84+3</td>\n      <td>84+3</td>\n      <td>84+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>88+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>88+3</td>\n      <td>65+3</td>\n      <td>60+3</td>\n      <td>60+3</td>\n      <td>60+3</td>\n      <td>65+3</td>\n      <td>60+3</td>\n      <td>47+3</td>\n      <td>47+3</td>\n      <td>47+3</td>\n      <td>60+3</td>\n      <td>79.0</td>\n      <td>87.0</td>\n      <td>62.0</td>\n      <td>84.0</td>\n      <td>84.0</td>\n      <td>96.0</td>\n      <td>88.0</td>\n      <td>87.0</td>\n      <td>78.0</td>\n      <td>95.0</td>\n      <td>94.0</td>\n      <td>90.0</td>\n      <td>96.0</td>\n      <td>94.0</td>\n      <td>84.0</td>\n      <td>80.0</td>\n      <td>61.0</td>\n      <td>81.0</td>\n      <td>49.0</td>\n      <td>82.0</td>\n      <td>56.0</td>\n      <td>36.0</td>\n      <td>89.0</td>\n      <td>87.0</td>\n      <td>81.0</td>\n      <td>94.0</td>\n      <td>27.0</td>\n      <td>24.0</td>\n      <td>33.0</td>\n      <td>9.0</td>\n      <td>9.0</td>\n      <td>15.0</td>\n      <td>15.0</td>\n      <td>11.0</td>\n      <td>€228.1M</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>De Gea</td>\n      <td>27</td>\n      <td>91</td>\n      <td>93</td>\n      <td>72000000.0</td>\n      <td>260000.0</td>\n      <td>Right</td>\n      <td>4.0</td>\n      <td>3.0</td>\n      <td>1.0</td>\n      <td>Medium/ Medium</td>\n      <td>Lean</td>\n      <td>Yes</td>\n      <td>1.0</td>\n      <td>Jul 1, 2011</td>\n      <td>2020</td>\n      <td>6'4</td>\n      <td>168lbs</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>17.0</td>\n      <td>13.0</td>\n      <td>21.0</td>\n      <td>50.0</td>\n      <td>13.0</td>\n      <td>18.0</td>\n      <td>21.0</td>\n      <td>19.0</td>\n      <td>51.0</td>\n      <td>42.0</td>\n      <td>57.0</td>\n      <td>58.0</td>\n      <td>60.0</td>\n      <td>90.0</td>\n      <td>43.0</td>\n      <td>31.0</td>\n      <td>67.0</td>\n      <td>43.0</td>\n      <td>64.0</td>\n      <td>12.0</td>\n      <td>38.0</td>\n      <td>30.0</td>\n      <td>12.0</td>\n      <td>68.0</td>\n      <td>40.0</td>\n      <td>68.0</td>\n      <td>15.0</td>\n      <td>21.0</td>\n      <td>13.0</td>\n      <td>90.0</td>\n      <td>85.0</td>\n      <td>87.0</td>\n      <td>88.0</td>\n      <td>94.0</td>\n      <td>€138.6M</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>K. De Bruyne</td>\n      <td>27</td>\n      <td>91</td>\n      <td>92</td>\n      <td>102000000.0</td>\n      <td>355000.0</td>\n      <td>Right</td>\n      <td>4.0</td>\n      <td>5.0</td>\n      <td>4.0</td>\n      <td>High/ High</td>\n      <td>Normal</td>\n      <td>Yes</td>\n      <td>7.0</td>\n      <td>Aug 30, 2015</td>\n      <td>2023</td>\n      <td>5'11</td>\n      <td>154lbs</td>\n      <td>82+3</td>\n      <td>82+3</td>\n      <td>82+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>88+3</td>\n      <td>77+3</td>\n      <td>77+3</td>\n      <td>77+3</td>\n      <td>77+3</td>\n      <td>77+3</td>\n      <td>73+3</td>\n      <td>66+3</td>\n      <td>66+3</td>\n      <td>66+3</td>\n      <td>73+3</td>\n      <td>93.0</td>\n      <td>82.0</td>\n      <td>55.0</td>\n      <td>92.0</td>\n      <td>82.0</td>\n      <td>86.0</td>\n      <td>85.0</td>\n      <td>83.0</td>\n      <td>91.0</td>\n      <td>91.0</td>\n      <td>78.0</td>\n      <td>76.0</td>\n      <td>79.0</td>\n      <td>91.0</td>\n      <td>77.0</td>\n      <td>91.0</td>\n      <td>63.0</td>\n      <td>90.0</td>\n      <td>75.0</td>\n      <td>91.0</td>\n      <td>76.0</td>\n      <td>61.0</td>\n      <td>87.0</td>\n      <td>94.0</td>\n      <td>79.0</td>\n      <td>88.0</td>\n      <td>68.0</td>\n      <td>58.0</td>\n      <td>51.0</td>\n      <td>15.0</td>\n      <td>13.0</td>\n      <td>5.0</td>\n      <td>10.0</td>\n      <td>13.0</td>\n      <td>€196.4M</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>E. Hazard</td>\n      <td>27</td>\n      <td>91</td>\n      <td>91</td>\n      <td>93000000.0</td>\n      <td>340000.0</td>\n      <td>Right</td>\n      <td>4.0</td>\n      <td>4.0</td>\n      <td>4.0</td>\n      <td>High/ Medium</td>\n      <td>Normal</td>\n      <td>Yes</td>\n      <td>10.0</td>\n      <td>Jul 1, 2012</td>\n      <td>2020</td>\n      <td>5'8</td>\n      <td>163lbs</td>\n      <td>83+3</td>\n      <td>83+3</td>\n      <td>83+3</td>\n      <td>89+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>89+3</td>\n      <td>82+3</td>\n      <td>82+3</td>\n      <td>82+3</td>\n      <td>89+3</td>\n      <td>66+3</td>\n      <td>63+3</td>\n      <td>63+3</td>\n      <td>63+3</td>\n      <td>66+3</td>\n      <td>60+3</td>\n      <td>49+3</td>\n      <td>49+3</td>\n      <td>49+3</td>\n      <td>60+3</td>\n      <td>81.0</td>\n      <td>84.0</td>\n      <td>61.0</td>\n      <td>89.0</td>\n      <td>80.0</td>\n      <td>95.0</td>\n      <td>83.0</td>\n      <td>79.0</td>\n      <td>83.0</td>\n      <td>94.0</td>\n      <td>94.0</td>\n      <td>88.0</td>\n      <td>95.0</td>\n      <td>90.0</td>\n      <td>94.0</td>\n      <td>82.0</td>\n      <td>56.0</td>\n      <td>83.0</td>\n      <td>66.0</td>\n      <td>80.0</td>\n      <td>54.0</td>\n      <td>41.0</td>\n      <td>87.0</td>\n      <td>89.0</td>\n      <td>86.0</td>\n      <td>91.0</td>\n      <td>34.0</td>\n      <td>27.0</td>\n      <td>22.0</td>\n      <td>11.0</td>\n      <td>12.0</td>\n      <td>6.0</td>\n      <td>8.0</td>\n      <td>8.0</td>\n      <td>€172.1M</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>L. Modrić</td>\n      <td>32</td>\n      <td>91</td>\n      <td>91</td>\n      <td>67000000.0</td>\n      <td>420000.0</td>\n      <td>Right</td>\n      <td>4.0</td>\n      <td>4.0</td>\n      <td>4.0</td>\n      <td>High/ High</td>\n      <td>Lean</td>\n      <td>Yes</td>\n      <td>10.0</td>\n      <td>Aug 1, 2012</td>\n      <td>2020</td>\n      <td>5'8</td>\n      <td>146lbs</td>\n      <td>77+3</td>\n      <td>77+3</td>\n      <td>77+3</td>\n      <td>85+3</td>\n      <td>84+3</td>\n      <td>84+3</td>\n      <td>84+3</td>\n      <td>85+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>86+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>88+3</td>\n      <td>86+3</td>\n      <td>82+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>81+3</td>\n      <td>82+3</td>\n      <td>79+3</td>\n      <td>71+3</td>\n      <td>71+3</td>\n      <td>71+3</td>\n      <td>79+3</td>\n      <td>86.0</td>\n      <td>72.0</td>\n      <td>55.0</td>\n      <td>93.0</td>\n      <td>76.0</td>\n      <td>90.0</td>\n      <td>85.0</td>\n      <td>78.0</td>\n      <td>88.0</td>\n      <td>93.0</td>\n      <td>80.0</td>\n      <td>72.0</td>\n      <td>93.0</td>\n      <td>90.0</td>\n      <td>94.0</td>\n      <td>79.0</td>\n      <td>68.0</td>\n      <td>89.0</td>\n      <td>58.0</td>\n      <td>82.0</td>\n      <td>62.0</td>\n      <td>83.0</td>\n      <td>79.0</td>\n      <td>92.0</td>\n      <td>82.0</td>\n      <td>84.0</td>\n      <td>60.0</td>\n      <td>76.0</td>\n      <td>73.0</td>\n      <td>13.0</td>\n      <td>9.0</td>\n      <td>7.0</td>\n      <td>14.0</td>\n      <td>9.0</td>\n      <td>€137.4M</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>L. Suárez</td>\n      <td>31</td>\n      <td>91</td>\n      <td>91</td>\n      <td>80000000.0</td>\n      <td>455000.0</td>\n      <td>Right</td>\n      <td>5.0</td>\n      <td>4.0</td>\n      <td>3.0</td>\n      <td>High/ Medium</td>\n      <td>Normal</td>\n      <td>Yes</td>\n      <td>9.0</td>\n      <td>Jul 11, 2014</td>\n      <td>2021</td>\n      <td>6'0</td>\n      <td>190lbs</td>\n      <td>87+5</td>\n      <td>87+5</td>\n      <td>87+5</td>\n      <td>86+5</td>\n      <td>87+5</td>\n      <td>87+5</td>\n      <td>87+5</td>\n      <td>86+5</td>\n      <td>85+5</td>\n      <td>85+5</td>\n      <td>85+5</td>\n      <td>84+5</td>\n      <td>79+5</td>\n      <td>79+5</td>\n      <td>79+5</td>\n      <td>84+5</td>\n      <td>69+5</td>\n      <td>68+5</td>\n      <td>68+5</td>\n      <td>68+5</td>\n      <td>69+5</td>\n      <td>66+5</td>\n      <td>63+5</td>\n      <td>63+5</td>\n      <td>63+5</td>\n      <td>66+5</td>\n      <td>77.0</td>\n      <td>93.0</td>\n      <td>77.0</td>\n      <td>82.0</td>\n      <td>88.0</td>\n      <td>87.0</td>\n      <td>86.0</td>\n      <td>84.0</td>\n      <td>64.0</td>\n      <td>90.0</td>\n      <td>86.0</td>\n      <td>75.0</td>\n      <td>82.0</td>\n      <td>92.0</td>\n      <td>83.0</td>\n      <td>86.0</td>\n      <td>69.0</td>\n      <td>90.0</td>\n      <td>83.0</td>\n      <td>85.0</td>\n      <td>87.0</td>\n      <td>41.0</td>\n      <td>92.0</td>\n      <td>84.0</td>\n      <td>85.0</td>\n      <td>85.0</td>\n      <td>62.0</td>\n      <td>45.0</td>\n      <td>38.0</td>\n      <td>27.0</td>\n      <td>25.0</td>\n      <td>31.0</td>\n      <td>33.0</td>\n      <td>37.0</td>\n      <td>€164M</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>Sergio Ramos</td>\n      <td>32</td>\n      <td>91</td>\n      <td>91</td>\n      <td>51000000.0</td>\n      <td>380000.0</td>\n      <td>Right</td>\n      <td>4.0</td>\n      <td>3.0</td>\n      <td>3.0</td>\n      <td>High/ Medium</td>\n      <td>Normal</td>\n      <td>Yes</td>\n      <td>15.0</td>\n      <td>Aug 1, 2005</td>\n      <td>2020</td>\n      <td>6'0</td>\n      <td>181lbs</td>\n      <td>73+3</td>\n      <td>73+3</td>\n      <td>73+3</td>\n      <td>70+3</td>\n      <td>71+3</td>\n      <td>71+3</td>\n      <td>71+3</td>\n      <td>70+3</td>\n      <td>71+3</td>\n      <td>71+3</td>\n      <td>71+3</td>\n      <td>72+3</td>\n      <td>75+3</td>\n      <td>75+3</td>\n      <td>75+3</td>\n      <td>72+3</td>\n      <td>81+3</td>\n      <td>84+3</td>\n      <td>84+3</td>\n      <td>84+3</td>\n      <td>81+3</td>\n      <td>84+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>87+3</td>\n      <td>84+3</td>\n      <td>66.0</td>\n      <td>60.0</td>\n      <td>91.0</td>\n      <td>78.0</td>\n      <td>66.0</td>\n      <td>63.0</td>\n      <td>74.0</td>\n      <td>72.0</td>\n      <td>77.0</td>\n      <td>84.0</td>\n      <td>76.0</td>\n      <td>75.0</td>\n      <td>78.0</td>\n      <td>85.0</td>\n      <td>66.0</td>\n      <td>79.0</td>\n      <td>93.0</td>\n      <td>84.0</td>\n      <td>83.0</td>\n      <td>59.0</td>\n      <td>88.0</td>\n      <td>90.0</td>\n      <td>60.0</td>\n      <td>63.0</td>\n      <td>75.0</td>\n      <td>82.0</td>\n      <td>87.0</td>\n      <td>92.0</td>\n      <td>91.0</td>\n      <td>11.0</td>\n      <td>8.0</td>\n      <td>9.0</td>\n      <td>7.0</td>\n      <td>11.0</td>\n      <td>€104.6M</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>J. Oblak</td>\n      <td>25</td>\n      <td>90</td>\n      <td>93</td>\n      <td>68000000.0</td>\n      <td>94000.0</td>\n      <td>Right</td>\n      <td>3.0</td>\n      <td>3.0</td>\n      <td>1.0</td>\n      <td>Medium/ Medium</td>\n      <td>Normal</td>\n      <td>Yes</td>\n      <td>1.0</td>\n      <td>Jul 16, 2014</td>\n      <td>2021</td>\n      <td>6'2</td>\n      <td>192lbs</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>0+0</td>\n      <td>13.0</td>\n      <td>11.0</td>\n      <td>15.0</td>\n      <td>29.0</td>\n      <td>13.0</td>\n      <td>12.0</td>\n      <td>13.0</td>\n      <td>14.0</td>\n      <td>26.0</td>\n      <td>16.0</td>\n      <td>43.0</td>\n      <td>60.0</td>\n      <td>67.0</td>\n      <td>86.0</td>\n      <td>49.0</td>\n      <td>22.0</td>\n      <td>76.0</td>\n      <td>41.0</td>\n      <td>78.0</td>\n      <td>12.0</td>\n      <td>34.0</td>\n      <td>19.0</td>\n      <td>11.0</td>\n      <td>70.0</td>\n      <td>11.0</td>\n      <td>70.0</td>\n      <td>27.0</td>\n      <td>12.0</td>\n      <td>18.0</td>\n      <td>86.0</td>\n      <td>92.0</td>\n      <td>78.0</td>\n      <td>88.0</td>\n      <td>89.0</td>\n      <td>€144.5M</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      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<td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
     },
     "metadata": {},
     "execution_count": 18
    }
   ]
  },
  {
   "source": [
    "Una vez normalizados los valores que deseábamos, procedemos a la creación de nuestro modelo de predicción:\n",
    "\n",
    "- En primer lugar, extraemos las columnas \"Name\" y \"Value\" del conjunto. Realmente, solo nos hará falta la segunda para realizar la predicción. La primera la usaremos para mostrarlo visualmente.\n",
    "- Acto seguido, nos quedamos con las columnas previamente mencionadas, eliminando el resto."
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "source": [
    "name = df.pop(\"Name\")\n",
    "val = df.pop(\"Value\")\n",
    "df = df.drop([c for c in df.columns if not c.startswith(('Age', 'Nationality', 'Club_', 'Overall', 'Potential', 'Wage', 'Position_', 'International Reputation'))], axis=1)\n",
    "\n",
    "df.head(10)"
   ],
   "cell_type": "code",
   "metadata": {},
   "execution_count": 19,
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "   0              0                0                   0   \n",
       "3               0              0                0                   0   \n",
       "4               0              0                0                   0   \n",
       "5               0              0                0                   0   \n",
       "6               0              0                0                   0   \n",
       "7               0              0                0                   0   \n",
       "8               0              0                0                   0   \n",
       "9               0              0                0                   0   \n",
       "\n",
       "   Club_US Cremonese  Club_US Orléans Loiret Football  \\\n",
       "0                  0                                0   \n",
       "1                  0                                0   \n",
       "2                  0                                0   \n",
       "3                  0                                0   \n",
       "4                  0                                0   \n",
       "5                  0                                0   \n",
       "6                  0                                0   \n",
       "7                  0                                0   \n",
       "8                  0                                0   \n",
       "9                  0                                0   \n",
       "\n",
       "   Club_US Salernitana 1919  Club_Udinese  Club_Ulsan Hyundai FC  \\\n",
       "0                         0             0                      0   \n",
       "1                         0             0                      0   \n",
       "2                         0             0                      0   \n",
       "3                         0             0                      0   \n",
       "4                         0             0                      0   \n",
       "5                         0             0                      0   \n",
       "6                         0             0                      0   \n",
       "7                         0             0                      0   \n",
       "8                         0             0                      0   \n",
       "9                         0             0                      0   \n",
       "\n",
       "   Club_Universidad Católica  Club_Universidad de Chile  Club_Unión Española  \\\n",
       "0                          0                          0                    0   \n",
       "1                          0                          0                    0   \n",
       "2                          0                          0                    0   \n",
       "3                          0                          0                    0   \n",
       "4                          0                          0                    0   \n",
       "5                          0                          0                    0   \n",
       "6                          0                          0                    0   \n",
       "7                          0                          0                    0   \n",
       "8                          0                          0                    0   \n",
       "9                          0                          0                    0   \n",
       "\n",
       "   Club_Unión La Calera  Club_Unión de Santa Fe  Club_Urawa Red Diamonds  \\\n",
       "0                     0                       0                        0   \n",
       "1                     0                       0                        0   \n",
       "2                     0                       0                        0   \n",
       "3                     0                       0                        0   \n",
       "4                     0                       0                        0   \n",
       "5                     0                       0                        0   \n",
       "6                     0                       0                        0   \n",
       "7                     0                       0                        0   \n",
       "8                     0                       0                        0   \n",
       "9                     0                       0                        0   \n",
       "\n",
       "   Club_V-Varen Nagasaki  Club_VVV-Venlo  Club_Valencia CF  \\\n",
       "0                      0               0                 0   \n",
       "1                      0               0                 0   \n",
       "2                      0               0                 0   \n",
       "3                      0               0                 0   \n",
       "4                      0               0                 0   \n",
       "5                      0               0                 0   \n",
       "6                      0               0                 0   \n",
       "7                      0               0                 0   \n",
       "8                      0               0                 0   \n",
       "9                      0               0                 0   \n",
       "\n",
       "   Club_Valenciennes FC  Club_Vancouver Whitecaps FC  Club_Vegalta Sendai  \\\n",
       "0                     0                            0                    0   \n",
       "1                     0                            0                    0   \n",
       "2                     0                            0                    0   \n",
       "3                     0                            0                    0   \n",
       "4                     0                            0                    0   \n",
       "5                     0                            0                    0   \n",
       "6                     0                            0                    0   \n",
       "7                     0                            0                    0   \n",
       "8                     0                            0                    0   \n",
       "9                     0                            0                    0   \n",
       "\n",
       "   Club_Vejle Boldklub  Club_Vendsyssel FF  Club_Venezia FC  \\\n",
       "0                    0                   0                0   \n",
       "1                    0                   0                0   \n",
       "2                    0                   0                0   \n",
       "3                    0                   0                0   \n",
       "4                    0                   0                0   \n",
       "5                    0                   0                0   \n",
       "6                    0                   0                0   \n",
       "7                    0                   0                0   \n",
       "8                    0                   0                0   \n",
       "9                    0                   0                0   \n",
       "\n",
       "   Club_VfB Stuttgart  Club_VfL Bochum 1848  Club_VfL Osnabrück  \\\n",
       "0                   0                     0                   0   \n",
       "1                   0                     0                   0   \n",
       "2                   0                     0                   0   \n",
       "3                   0                     0                   0   \n",
       "4                   0                     0                   0   \n",
       "5                   0                     0                   0   \n",
       "6                   0                     0                   0   \n",
       "7                   0                     0                   0   \n",
       "8                   0                     0                   0   \n",
       "9                   0                     0                   0   \n",
       "\n",
       "   Club_VfL Sportfreunde Lotte  Club_VfL Wolfsburg  Club_VfR Aalen  \\\n",
       "0                            0                   0               0   \n",
       "1                            0                   0               0   \n",
       "2                            0                   0               0   \n",
       "3                            0                   0               0   \n",
       "4                            0                   0               0   \n",
       "5                            0                   0               0   \n",
       "6                            0                   0               0   \n",
       "7                            0                   0               0   \n",
       "8                            0                   0               0   \n",
       "9                            0                   0               0   \n",
       "\n",
       "   Club_Viktoria Plzeň  Club_Villarreal CF  Club_Vissel Kobe  Club_Vitesse  \\\n",
       "0                    0                   0                 0             0   \n",
       "1                    0                   0                 0             0   \n",
       "2                    0                   0                 0             0   \n",
       "3                    0                   0                 0             0   \n",
       "4                    0                   0                 0             0   \n",
       "5                    0                   0                 0             0   \n",
       "6                    0                   0                 0             0   \n",
       "7                    0                   0                 0             0   \n",
       "8                    0                   0                 0             0   \n",
       "9                    0                   0                 0             0   \n",
       "\n",
       "   Club_Vitória  Club_Vitória Guimarães  Club_Vitória de Setúbal  \\\n",
       "0             0                       0                        0   \n",
       "1             0                       0                        0   \n",
       "2             0                       0                        0   \n",
       "3             0                       0                        0   \n",
       "4             0                       0                        0   \n",
       "5             0                       0                        0   \n",
       "6             0                       0                        0   \n",
       "7             0                       0                        0   \n",
       "8             0                       0                        0   \n",
       "9             0                       0                        0   \n",
       "\n",
       "   Club_Vålerenga Fotball  Club_Vélez Sarsfield  Club_Waasland-Beveren  \\\n",
       "0                       0                     0                      0   \n",
       "1                       0                     0                      0   \n",
       "2                       0                     0                      0   \n",
       "3                       0                     0                      0   \n",
       "4                       0                     0                      0   \n",
       "5                       0                     0                      0   \n",
       "6                       0                     0                      0   \n",
       "7                       0                     0                      0   \n",
       "8                       0                     0                      0   \n",
       "9                       0                     0                      0   \n",
       "\n",
       "   Club_Walsall  Club_Waterford FC  Club_Watford  Club_Wellington Phoenix  \\\n",
       "0             0                  0             0                        0   \n",
       "1             0                  0             0                        0   \n",
       "2             0                  0             0                        0   \n",
       "3             0                  0             0                        0   \n",
       "4             0                  0             0                        0   \n",
       "5             0                  0             0                        0   \n",
       "6             0                  0             0                        0   \n",
       "7             0                  0             0                        0   \n",
       "8             0                  0             0                        0   \n",
       "9             0                  0             0                        0   \n",
       "\n",
       "   Club_West Bromwich Albion  Club_West Ham United  \\\n",
       "0                          0                     0   \n",
       "1                          0                     0   \n",
       "2                          0                     0   \n",
       "3                          0                     0   \n",
       "4                          0                     0   \n",
       "5                          0                     0   \n",
       "6                          0                     0   \n",
       "7                          0                     0   \n",
       "8                          0                     0   \n",
       "9                          0                     0   \n",
       "\n",
       "   Club_Western Sydney Wanderers  Club_Wigan Athletic  Club_Willem II  \\\n",
       "0                              0                    0               0   \n",
       "1                              0                    0               0   \n",
       "2                              0                    0               0   \n",
       "3                              0                    0               0   \n",
       "4                              0                    0               0   \n",
       "5                              0                    0               0   \n",
       "6                              0                    0               0   \n",
       "7                              0                    0               0   \n",
       "8                              0                    0               0   \n",
       "9                              0                    0               0   \n",
       "\n",
       "   Club_Wisła Kraków  Club_Wisła Płock  Club_Wolfsberger AC  \\\n",
       "0                  0                 0                    0   \n",
       "1                  0                 0                    0   \n",
       "2                  0                 0                    0   \n",
       "3                  0                 0                    0   \n",
       "4                  0                 0                    0   \n",
       "5                  0                 0                    0   \n",
       "6                  0                 0                    0   \n",
       "7                  0                 0                    0   \n",
       "8                  0                 0                    0   \n",
       "9                  0                 0                    0   \n",
       "\n",
       "   Club_Wolverhampton Wanderers  Club_Wycombe Wanderers  \\\n",
       "0                             0                       0   \n",
       "1                             0                       0   \n",
       "2                             0                       0   \n",
       "3                             0                       0   \n",
       "4                             0                       0   \n",
       "5                             0                       0   \n",
       "6                             0                       0   \n",
       "7                             0                       0   \n",
       "8                             0                       0   \n",
       "9                             0                       0   \n",
       "\n",
       "   Club_Yeni Malatyaspor  Club_Yeovil Town  Club_Yokohama F. Marinos  \\\n",
       "0                      0                 0                         0   \n",
       "1                      0                 0                         0   \n",
       "2                      0                 0                         0   \n",
       "3                      0                 0                         0   \n",
       "4                      0                 0                         0   \n",
       "5                      0                 0                         0   \n",
       "6                      0                 0                         0   \n",
       "7                      0                 0                         0   \n",
       "8                      0                 0                         0   \n",
       "9                      0                 0                         0   \n",
       "\n",
       "   Club_Zagłębie Lubin  Club_Zagłębie Sosnowiec  Club_Çaykur Rizespor  \\\n",
       "0                    0                        0                     0   \n",
       "1                    0                        0                     0   \n",
       "2                    0                        0                     0   \n",
       "3                    0                        0                     0   \n",
       "4                    0                        0                     0   \n",
       "5                    0                        0                     0   \n",
       "6                    0                        0                     0   \n",
       "7                    0                        0                     0   \n",
       "8                    0                        0                     0   \n",
       "9                    0                        0                     0   \n",
       "\n",
       "   Club_Örebro SK  Club_Östersunds FK  Club_Śląsk Wrocław  Position_CAM  \\\n",
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<th>Nationality_Belarus</th>\n      <th>Nationality_Belgium</th>\n      <th>Nationality_Belize</th>\n      <th>Nationality_Benin</th>\n      <th>Nationality_Bermuda</th>\n      <th>Nationality_Bolivia</th>\n      <th>Nationality_Bosnia Herzegovina</th>\n      <th>Nationality_Botswana</th>\n      <th>Nationality_Brazil</th>\n      <th>Nationality_Bulgaria</th>\n      <th>Nationality_Burkina Faso</th>\n      <th>Nationality_Burundi</th>\n      <th>Nationality_Cameroon</th>\n      <th>Nationality_Canada</th>\n      <th>Nationality_Cape Verde</th>\n      <th>Nationality_Central African Rep.</th>\n      <th>Nationality_Chad</th>\n      <th>Nationality_Chile</th>\n      <th>Nationality_China PR</th>\n      <th>Nationality_Colombia</th>\n      <th>Nationality_Comoros</th>\n      <th>Nationality_Congo</th>\n      <th>Nationality_Costa Rica</th>\n      <th>Nationality_Croatia</th>\n      <th>Nationality_Cuba</th>\n      <th>Nationality_Curacao</th>\n      <th>Nationality_Cyprus</th>\n      <th>Nationality_Czech Republic</th>\n      <th>Nationality_DR Congo</th>\n      <th>Nationality_Denmark</th>\n      <th>Nationality_Dominican Republic</th>\n      <th>Nationality_Ecuador</th>\n      <th>Nationality_Egypt</th>\n      <th>Nationality_El Salvador</th>\n      <th>Nationality_England</th>\n      <th>Nationality_Equatorial Guinea</th>\n      <th>Nationality_Eritrea</th>\n      <th>Nationality_Estonia</th>\n      <th>Nationality_Ethiopia</th>\n      <th>Nationality_FYR Macedonia</th>\n      <th>Nationality_Faroe Islands</th>\n      <th>Nationality_Fiji</th>\n      <th>Nationality_Finland</th>\n      <th>Nationality_France</th>\n      <th>Nationality_Gabon</th>\n      <th>Nationality_Gambia</th>\n      <th>Nationality_Georgia</th>\n      <th>Nationality_Germany</th>\n      <th>Nationality_Ghana</th>\n      <th>Nationality_Greece</th>\n      <th>Nationality_Grenada</th>\n      <th>Nationality_Guam</th>\n      <th>Nationality_Guatemala</th>\n      <th>Nationality_Guinea</th>\n   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<th>Nationality_Lithuania</th>\n      <th>Nationality_Luxembourg</th>\n      <th>Nationality_Madagascar</th>\n      <th>Nationality_Mali</th>\n      <th>Nationality_Malta</th>\n      <th>Nationality_Mauritania</th>\n      <th>Nationality_Mauritius</th>\n      <th>Nationality_Mexico</th>\n      <th>Nationality_Moldova</th>\n      <th>Nationality_Montenegro</th>\n      <th>Nationality_Montserrat</th>\n      <th>Nationality_Morocco</th>\n      <th>Nationality_Mozambique</th>\n      <th>Nationality_Namibia</th>\n      <th>Nationality_Netherlands</th>\n      <th>Nationality_New Caledonia</th>\n      <th>Nationality_New Zealand</th>\n      <th>Nationality_Nicaragua</th>\n      <th>Nationality_Niger</th>\n      <th>Nationality_Nigeria</th>\n      <th>Nationality_Northern Ireland</th>\n      <th>Nationality_Norway</th>\n      <th>Nationality_Oman</th>\n      <th>Nationality_Palestine</th>\n      <th>Nationality_Panama</th>\n      <th>Nationality_Paraguay</th>\n      <th>Nationality_Peru</th>\n      <th>Nationality_Philippines</th>\n      <th>Nationality_Poland</th>\n      <th>Nationality_Portugal</th>\n      <th>Nationality_Puerto Rico</th>\n      <th>Nationality_Qatar</th>\n      <th>Nationality_Republic of Ireland</th>\n      <th>Nationality_Romania</th>\n      <th>Nationality_Russia</th>\n      <th>Nationality_Rwanda</th>\n      <th>Nationality_Saudi Arabia</th>\n      <th>Nationality_Scotland</th>\n      <th>Nationality_Senegal</th>\n      <th>Nationality_Serbia</th>\n      <th>Nationality_Sierra Leone</th>\n      <th>Nationality_Slovakia</th>\n      <th>Nationality_Slovenia</th>\n      <th>Nationality_South Africa</th>\n      <th>Nationality_South Sudan</th>\n      <th>Nationality_Spain</th>\n      <th>Nationality_St Kitts Nevis</th>\n      <th>Nationality_St Lucia</th>\n      <th>Nationality_Sudan</th>\n      <th>Nationality_Suriname</th>\n      <th>Nationality_Sweden</th>\n      <th>Nationality_Switzerland</th>\n      <th>Nationality_Syria</th>\n      <th>Nationality_São Tomé &amp; Príncipe</th>\n      <th>Nationality_Tanzania</th>\n      <th>Nationality_Thailand</th>\n      <th>Nationality_Togo</th>\n      <th>Nationality_Trinidad &amp; Tobago</th>\n      <th>Nationality_Tunisia</th>\n      <th>Nationality_Turkey</th>\n      <th>Nationality_Uganda</th>\n      <th>Nationality_Ukraine</th>\n      <th>Nationality_United Arab Emirates</th>\n      <th>Nationality_United States</th>\n      <th>Nationality_Uruguay</th>\n      <th>Nationality_Uzbekistan</th>\n      <th>Nationality_Venezuela</th>\n      <th>Nationality_Wales</th>\n      <th>Nationality_Zambia</th>\n      <th>Nationality_Zimbabwe</th>\n      <th>Club_ SSV Jahn Regensburg</th>\n      <th>Club_1. FC Heidenheim 1846</th>\n      <th>Club_1. FC Kaiserslautern</th>\n      <th>Club_1. FC Köln</th>\n      <th>Club_1. FC Magdeburg</th>\n      <th>Club_1. FC Nürnberg</th>\n      <th>Club_1. FC Union Berlin</th>\n      <th>Club_1. FSV Mainz 05</th>\n      <th>Club_AC Ajaccio</th>\n      <th>Club_AC Horsens</th>\n      <th>Club_AD Alcorcón</th>\n      <th>Club_ADO Den Haag</th>\n      <th>Club_AEK Athens</th>\n      <th>Club_AFC Wimbledon</th>\n      <th>Club_AIK</th>\n      <th>Club_AJ Auxerre</th>\n      <th>Club_AS Béziers</th>\n      <th>Club_AS Monaco</th>\n      <th>Club_AS Nancy Lorraine</th>\n      <th>Club_AS Saint-Étienne</th>\n      <th>Club_AZ Alkmaar</th>\n      <th>Club_Aalborg BK</th>\n      <th>Club_Aarhus GF</th>\n      <th>Club_Aberdeen</th>\n      <th>Club_Accrington Stanley</th>\n      <th>Club_Adelaide United</th>\n      <th>Club_Ajax</th>\n      <th>Club_Akhisar Belediyespor</th>\n      <th>Club_Al Ahli</th>\n      <th>Club_Al Batin</th>\n      <th>Club_Al Faisaly</th>\n      <th>Club_Al Fateh</th>\n      <th>Club_Al Fayha</th>\n      <th>Club_Al Hazem</th>\n      <th>Club_Al Hilal</th>\n      <th>Club_Al Ittihad</th>\n      <th>Club_Al Nassr</th>\n      <th>Club_Al Qadisiyah</th>\n      <th>Club_Al Raed</th>\n      <th>Club_Al Shabab</th>\n      <th>Club_Al Taawoun</th>\n      <th>Club_Al Wehda</th>\n      <th>Club_Alanyaspor</th>\n      <th>Club_Albacete BP</th>\n      <th>Club_Alianza Petrolera</th>\n      <th>Club_Amiens SC</th>\n      <th>Club_América FC (Minas Gerais)</th>\n      <th>Club_América de Cali</th>\n      <th>Club_Angers SCO</th>\n      <th>Club_Antalyaspor</th>\n      <th>Club_Argentinos Juniors</th>\n      <th>Club_Arka Gdynia</th>\n      <th>Club_Arsenal</th>\n      <th>Club_Ascoli</th>\n      <th>Club_Aston Villa</th>\n      <th>Club_Atalanta</th>\n      <th>Club_Athletic Club de Bilbao</th>\n      <th>Club_Atiker Konyaspor</th>\n      <th>Club_Atlanta United</th>\n      <th>Club_Atlético Bucaramanga</th>\n      <th>Club_Atlético Huila</th>\n      <th>Club_Atlético Madrid</th>\n      <th>Club_Atlético Mineiro</th>\n      <th>Club_Atlético Nacional</th>\n      <th>Club_Atlético Paranaense</th>\n      <th>Club_Atlético Tucumán</th>\n      <th>Club_Audax Italiano</th>\n      <th>Club_BB Erzurumspor</th>\n      <th>Club_BK Häcken</th>\n      <th>Club_BSC Young Boys</th>\n      <th>Club_Bahia</th>\n      <th>Club_Barnsley</th>\n      <th>Club_Bayer 04 Leverkusen</th>\n      <th>Club_Beijing Renhe FC</th>\n      <th>Club_Beijing Sinobo Guoan FC</th>\n      <th>Club_Belgrano de Córdoba</th>\n      <th>Club_Benevento</th>\n      <th>Club_Beşiktaş JK</th>\n      <th>Club_Birmingham City</th>\n      <th>Club_Blackburn Rovers</th>\n      <th>Club_Blackpool</th>\n      <th>Club_Boavista FC</th>\n      <th>Club_Boca Juniors</th>\n      <th>Club_Bohemian FC</th>\n      <th>Club_Bologna</th>\n      <th>Club_Bolton Wanderers</th>\n      <th>Club_Borussia Dortmund</th>\n      <th>Club_Borussia Mönchengladbach</th>\n      <th>Club_Botafogo</th>\n      <th>Club_Bournemouth</th>\n      <th>Club_Boyacá Chicó FC</th>\n      <th>Club_Bradford City</th>\n      <th>Club_Bray Wanderers</th>\n      <th>Club_Brentford</th>\n      <th>Club_Brescia</th>\n      <th>Club_Brighton &amp; Hove Albion</th>\n      <th>Club_Brisbane Roar</th>\n      <th>Club_Bristol City</th>\n      <th>Club_Bristol Rovers</th>\n      <th>Club_Brøndby IF</th>\n      <th>Club_Burnley</th>\n      <th>Club_Bursaspor</th>\n      <th>Club_Burton Albion</th>\n      <th>Club_Bury</th>\n      <th>Club_CA Osasuna</th>\n      <th>Club_CD Antofagasta</th>\n      <th>Club_CD Aves</th>\n      <th>Club_CD Everton de Viña del Mar</th>\n      <th>Club_CD Feirense</th>\n      <th>Club_CD Huachipato</th>\n      <th>Club_CD Leganés</th>\n      <th>Club_CD Lugo</th>\n      <th>Club_CD Nacional</th>\n      <th>Club_CD Numancia</th>\n      <th>Club_CD O'Higgins</th>\n      <th>Club_CD Palestino</th>\n      <th>Club_CD Tenerife</th>\n      <th>Club_CD Tondela</th>\n      <th>Club_CD Universidad de Concepción</th>\n      <th>Club_CF Rayo Majadahonda</th>\n      <th>Club_CF Reus Deportiu</th>\n      <th>Club_Cagliari</th>\n      <th>Club_Cambridge United</th>\n      <th>Club_Cardiff City</th>\n      <th>Club_Carlisle United</th>\n      <th>Club_Carpi</th>\n      <th>Club_Ceará Sporting Club</th>\n      <th>Club_Celtic</th>\n      <th>Club_Central Coast Mariners</th>\n      <th>Club_Cerezo Osaka</th>\n      <th>Club_Chamois Niortais Football Club</th>\n      <th>Club_Changchun Yatai FC</th>\n      <th>Club_Chapecoense</th>\n      <th>Club_Charlton Athletic</th>\n      <th>Club_Chelsea</th>\n      <th>Club_Cheltenham Town</th>\n      <th>Club_Chicago Fire</th>\n      <th>Club_Chievo Verona</th>\n      <th>Club_Chongqing Dangdai Lifan FC SWM Team</th>\n      <th>Club_Cittadella</th>\n      <th>Club_Clermont Foot 63</th>\n      <th>Club_Club América</th>\n      <th>Club_Club Atlas</th>\n      <th>Club_Club Atlético Aldosivi</th>\n      <th>Club_Club Atlético Banfield</th>\n      <th>Club_Club Atlético Colón</th>\n      <th>Club_Club Atlético Huracán</th>\n      <th>Club_Club Atlético Lanús</th>\n      <th>Club_Club Atlético Talleres</th>\n      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  <th>Club_Everton</th>\n      <th>Club_Excelsior</th>\n      <th>Club_Exeter City</th>\n      <th>Club_Extremadura UD</th>\n      <th>Club_FC Admira Wacker Mödling</th>\n      <th>Club_FC Augsburg</th>\n      <th>Club_FC Barcelona</th>\n      <th>Club_FC Basel 1893</th>\n      <th>Club_FC Bayern München</th>\n      <th>Club_FC Carl Zeiss Jena</th>\n      <th>Club_FC Dallas</th>\n      <th>Club_FC Emmen</th>\n      <th>Club_FC Energie Cottbus</th>\n      <th>Club_FC Erzgebirge Aue</th>\n      <th>Club_FC Girondins de Bordeaux</th>\n      <th>Club_FC Groningen</th>\n      <th>Club_FC Hansa Rostock</th>\n      <th>Club_FC Ingolstadt 04</th>\n      <th>Club_FC København</th>\n      <th>Club_FC Lorient</th>\n      <th>Club_FC Lugano</th>\n      <th>Club_FC Luzern</th>\n      <th>Club_FC Metz</th>\n      <th>Club_FC Midtjylland</th>\n      <th>Club_FC Nantes</th>\n      <th>Club_FC Nordsjælland</th>\n      <th>Club_FC Porto</th>\n      <th>Club_FC Red Bull Salzburg</th>\n      <th>Club_FC Schalke 04</th>\n      <th>Club_FC Seoul</th>\n      <th>Club_FC Sion</th>\n      <th>Club_FC Sochaux-Montbéliard</th>\n      <th>Club_FC St. Gallen</th>\n      <th>Club_FC St. Pauli</th>\n      <th>Club_FC Thun</th>\n      <th>Club_FC Tokyo</th>\n      <th>Club_FC Utrecht</th>\n      <th>Club_FC Wacker Innsbruck</th>\n      <th>Club_FC Würzburger Kickers</th>\n      <th>Club_FC Zürich</th>\n      <th>Club_FK Austria Wien</th>\n      <th>Club_FK Bodø/Glimt</th>\n      <th>Club_FK Haugesund</th>\n      <th>Club_FSV Zwickau</th>\n      <th>Club_Fenerbahçe SK</th>\n      <th>Club_Feyenoord</th>\n      <th>Club_Fiorentina</th>\n      <th>Club_Fleetwood Town</th>\n      <th>Club_Fluminense</th>\n      <th>Club_Foggia</th>\n      <th>Club_Forest Green Rovers</th>\n      <th>Club_Fortuna Düsseldorf</th>\n      <th>Club_Fortuna Sittard</th>\n      <th>Club_Frosinone</th>\n      <th>Club_Fulham</th>\n      <th>Club_GD Chaves</th>\n      <th>Club_GFC Ajaccio</th>\n      <th>Club_GIF Sundsvall</th>\n      <th>Club_Galatasaray SK</th>\n      <th>Club_Gamba Osaka</th>\n      <th>Club_Gangwon FC</th>\n      <th>Club_Genoa</th>\n      <th>Club_Getafe CF</th>\n      <th>Club_Gillingham</th>\n      <th>Club_Gimnasia y Esgrima La Plata</th>\n      <th>Club_Gimnàstic de Tarragona</th>\n      <th>Club_Girona FC</th>\n      <th>Club_Godoy Cruz</th>\n      <th>Club_Granada CF</th>\n      <th>Club_Grasshopper Club Zürich</th>\n      <th>Club_Grenoble Foot 38</th>\n      <th>Club_Grimsby Town</th>\n      <th>Club_Grêmio</th>\n      <th>Club_Guadalajara</th>\n      <th>Club_Guangzhou Evergrande Taobao FC</th>\n      <th>Club_Guangzhou R&amp;F; FC</th>\n      <th>Club_Guizhou Hengfeng FC</th>\n      <th>Club_Gyeongnam FC</th>\n      <th>Club_Górnik Zabrze</th>\n      <th>Club_Göztepe SK</th>\n      <th>Club_HJK Helsinki</th>\n      <th>Club_Hallescher FC</th>\n      <th>Club_Hamburger SV</th>\n      <th>Club_Hamilton Academical FC</th>\n      <th>Club_Hammarby IF</th>\n      <th>Club_Hannover 96</th>\n      <th>Club_Heart of Midlothian</th>\n      <th>Club_Hebei China Fortune FC</th>\n      <th>Club_Hellas Verona</th>\n      <th>Club_Henan Jianye FC</th>\n      <th>Club_Heracles Almelo</th>\n      <th>Club_Hertha BSC</th>\n      <th>Club_Hibernian</th>\n      <th>Club_Hobro IK</th>\n      <th>Club_Hokkaido Consadole Sapporo</th>\n      <th>Club_Holstein Kiel</th>\n      <th>Club_Houston Dynamo</th>\n      <th>Club_Huddersfield Town</th>\n      <th>Club_Hull City</th>\n      <th>Club_IF Brommapojkarna</th>\n      <th>Club_IF Elfsborg</th>\n      <th>Club_IFK Göteborg</th>\n      <th>Club_IFK Norrköping</th>\n      <th>Club_IK Sirius</th>\n      <th>Club_IK Start</th>\n      <th>Club_Incheon United FC</th>\n      <th>Club_Independiente</th>\n      <th>Club_Independiente Medellín</th>\n      <th>Club_Independiente Santa Fe</th>\n      <th>Club_Inter</th>\n      <th>Club_Internacional</th>\n      <th>Club_Ipswich Town</th>\n      <th>Club_Itagüí Leones FC</th>\n      <th>Club_Jagiellonia Białystok</th>\n      <th>Club_Jaguares de Córdoba</th>\n      <th>Club_Jeju United FC</th>\n      <th>Club_Jeonbuk Hyundai Motors</th>\n      <th>Club_Jeonnam Dragons</th>\n      <th>Club_Jiangsu Suning FC</th>\n      <th>Club_Junior FC</th>\n      <th>Club_Juventus</th>\n      <th>Club_Júbilo Iwata</th>\n      <th>Club_KAA Gent</th>\n      <th>Club_KAS Eupen</th>\n      <th>Club_KFC Uerdingen 05</th>\n      <th>Club_KRC Genk</th>\n      <th>Club_KSV Cercle Brugge</th>\n      <th>Club_KV Kortrijk</th>\n      <th>Club_KV Oostende</th>\n      <th>Club_Kaizer Chiefs</th>\n      <th>Club_Kalmar FF</th>\n      <th>Club_Karlsruher SC</th>\n      <th>Club_Kashima Antlers</th>\n      <th>Club_Kashiwa Reysol</th>\n      <th>Club_Kasimpaşa SK</th>\n      <th>Club_Kawasaki Frontale</th>\n      <th>Club_Kayserispor</th>\n      <th>Club_Kilmarnock</th>\n      <th>Club_Korona Kielce</th>\n      <th>Club_Kristiansund BK</th>\n      <th>Club_LA Galaxy</th>\n      <th>Club_LASK Linz</th>\n      <th>Club_LOSC Lille</th>\n      <th>Club_La Berrichonne de Châteauroux</th>\n      <th>Club_La Equidad</th>\n      <th>Club_Lazio</th>\n      <th>Club_Le Havre AC</th>\n      <th>Club_Lecce</th>\n      <th>Club_Lech Poznań</th>\n      <th>Club_Lechia Gdańsk</th>\n      <th>Club_Leeds United</th>\n      <th>Club_Legia Warszawa</th>\n      <th>Club_Leicester City</th>\n      <th>Club_Levante UD</th>\n      <th>Club_Lillestrøm SK</th>\n      <th>Club_Limerick FC</th>\n      <th>Club_Lincoln City</th>\n      <th>Club_Liverpool</th>\n      <th>Club_Livingston FC</th>\n      <th>Club_Livorno</th>\n      <th>Club_Lobos BUAP</th>\n      <th>Club_Lokomotiv Moscow</th>\n      <th>Club_Los Angeles FC</th>\n      <th>Club_Luton Town</th>\n      <th>Club_MKE Ankaragücü</th>\n      <th>Club_MSV Duisburg</th>\n      <th>Club_Macclesfield Town</th>\n      <th>Club_Malmö FF</th>\n      <th>Club_Manchester City</th>\n      <th>Club_Manchester United</th>\n      <th>Club_Mansfield Town</th>\n      <th>Club_Medipol Başakşehir FK</th>\n      <th>Club_Melbourne City FC</th>\n      <th>Club_Melbourne Victory</th>\n      <th>Club_Middlesbrough</th>\n      <th>Club_Miedź Legnica</th>\n      <th>Club_Milan</th>\n      <th>Club_Millonarios FC</th>\n      <th>Club_Millwall</th>\n      <th>Club_Milton Keynes Dons</th>\n      <th>Club_Minnesota United FC</th>\n      <th>Club_Molde FK</th>\n      <th>Club_Monarcas Morelia</th>\n      <th>Club_Monterrey</th>\n      <th>Club_Montpellier HSC</th>\n      <th>Club_Montreal Impact</th>\n      <th>Club_Morecambe</th>\n      <th>Club_Moreirense FC</th>\n      <th>Club_Motherwell</th>\n      <th>Club_Málaga CF</th>\n      <th>Club_NAC Breda</th>\n      <th>Club_Nagoya Grampus</th>\n      <th>Club_Napoli</th>\n      <th>Club_Neuchâtel Xamax</th>\n      <th>Club_New England Revolution</th>\n      <th>Club_New York City FC</th>\n      <th>Club_New York Red Bulls</th>\n      <th>Club_Newcastle Jets</th>\n      <th>Club_Newcastle United</th>\n      <th>Club_Newell's Old Boys</th>\n      <th>Club_Newport County</th>\n      <th>Club_Northampton Town</th>\n      <th>Club_Norwich City</th>\n      <th>Club_Nottingham Forest</th>\n      <th>Club_Notts County</th>\n      <th>Club_Nîmes Olympique</th>\n      <th>Club_OGC Nice</th>\n      <th>Club_Odds BK</th>\n      <th>Club_Odense Boldklub</th>\n      <th>Club_Ohod Club</th>\n      <th>Club_Oldham Athletic</th>\n      <th>Club_Olympiacos CFP</th>\n      <th>Club_Olympique Lyonnais</th>\n      <th>Club_Olympique de Marseille</th>\n      <th>Club_Once Caldas</th>\n      <th>Club_Orlando City SC</th>\n      <th>Club_Orlando Pirates</th>\n      <th>Club_Os Belenenses</th>\n      <th>Club_Oxford United</th>\n      <th>Club_PAOK</th>\n      <th>Club_PEC Zwolle</th>\n      <th>Club_PFC CSKA Moscow</th>\n      <th>Club_PSV</th>\n      <th>Club_Pachuca</th>\n      <th>Club_Padova</th>\n      <th>Club_Palermo</th>\n      <th>Club_Panathinaikos FC</th>\n      <th>Club_Paraná</th>\n      <th>Club_Paris FC</th>\n      <th>Club_Paris Saint-Germain</th>\n      <th>Club_Parma</th>\n      <th>Club_Patriotas Boyacá FC</th>\n      <th>Club_Patronato</th>\n      <th>Club_Perth Glory</th>\n      <th>Club_Perugia</th>\n      <th>Club_Pescara</th>\n      <th>Club_Peterborough United</th>\n      <th>Club_Philadelphia Union</th>\n      <th>Club_Piast Gliwice</th>\n      <th>Club_Plymouth Argyle</th>\n      <th>Club_Pogoń Szczecin</th>\n      <th>Club_Pohang Steelers</th>\n      <th>Club_Port Vale</th>\n      <th>Club_Portimonense SC</th>\n      <th>Club_Portland Timbers</th>\n      <th>Club_Portsmouth</th>\n      <th>Club_Preston North End</th>\n      <th>Club_Puebla FC</th>\n      <th>Club_Queens Park Rangers</th>\n      <th>Club_Querétaro</th>\n      <th>Club_RB Leipzig</th>\n      <th>Club_RC Celta</th>\n      <th>Club_RC Strasbourg Alsace</th>\n      <th>Club_RCD Espanyol</th>\n      <th>Club_RCD Mallorca</th>\n      <th>Club_RSC Anderlecht</th>\n      <th>Club_Racing Club</th>\n      <th>Club_Racing Club de Lens</th>\n      <th>Club_Randers FC</th>\n      <th>Club_Rangers FC</th>\n      <th>Club_Ranheim Fotball</th>\n      <th>Club_Rayo Vallecano</th>\n      <th>Club_Reading</th>\n      <th>Club_Real Betis</th>\n      <th>Club_Real Madrid</th>\n      <th>Club_Real Oviedo</th>\n      <th>Club_Real Salt Lake</th>\n      <th>Club_Real Sociedad</th>\n      <th>Club_Real Sporting de Gijón</th>\n      <th>Club_Real Valladolid CF</th>\n      <th>Club_Real Zaragoza</th>\n      <th>Club_Red Star FC</th>\n      <th>Club_Rio Ave FC</th>\n      <th>Club_Rionegro Águilas</th>\n      <th>Club_River Plate</th>\n      <th>Club_Rochdale</th>\n      <th>Club_Roma</th>\n      <th>Club_Rosario Central</th>\n      <th>Club_Rosenborg BK</th>\n      <th>Club_Rotherham United</th>\n      <th>Club_Royal Antwerp FC</th>\n      <th>Club_Royal Excel Mouscron</th>\n      <th>Club_SC Braga</th>\n      <th>Club_SC Fortuna Köln</th>\n      <th>Club_SC Freiburg</th>\n      <th>Club_SC Heerenveen</th>\n      <th>Club_SC Paderborn 07</th>\n      <th>Club_SC Preußen Münster</th>\n      <th>Club_SCR Altach</th>\n      <th>Club_SD Eibar</th>\n      <th>Club_SD Huesca</th>\n      <th>Club_SG Dynamo Dresden</th>\n      <th>Club_SG Sonnenhof Großaspach</th>\n      <th>Club_SK Brann</th>\n      <th>Club_SK Rapid Wien</th>\n      <th>Club_SK Slavia Praha</th>\n      <th>Club_SK Sturm Graz</th>\n      <th>Club_SKN St. Pölten</th>\n      <th>Club_SL Benfica</th>\n      <th>Club_SPAL</th>\n      <th>Club_SV Darmstadt 98</th>\n      <th>Club_SV Mattersburg</th>\n      <th>Club_SV Meppen</th>\n      <th>Club_SV Sandhausen</th>\n      <th>Club_SV Wehen Wiesbaden</th>\n      <th>Club_SV Werder Bremen</th>\n      <th>Club_SV Zulte-Waregem</th>\n      <th>Club_Sagan Tosu</th>\n      <th>Club_Sampdoria</th>\n      <th>Club_San Jose Earthquakes</th>\n      <th>Club_San Lorenzo de Almagro</th>\n      <th>Club_San Luis de Quillota</th>\n      <th>Club_San Martin de Tucumán</th>\n      <th>Club_San Martín de San Juan</th>\n      <th>Club_Sandefjord Fotball</th>\n      <th>Club_Sanfrecce Hiroshima</th>\n      <th>Club_Sangju Sangmu FC</th>\n      <th>Club_Santa Clara</th>\n      <th>Club_Santos</th>\n      <th>Club_Santos Laguna</th>\n      <th>Club_Sarpsborg 08 FF</th>\n      <th>Club_Sassuolo</th>\n      <th>Club_Scunthorpe United</th>\n      <th>Club_Seattle Sounders FC</th>\n      <th>Club_Sevilla FC</th>\n      <th>Club_Shakhtar Donetsk</th>\n      <th>Club_Shamrock Rovers</th>\n      <th>Club_Shandong Luneng TaiShan FC</th>\n      <th>Club_Shanghai Greenland Shenhua FC</th>\n      <th>Club_Shanghai SIPG FC</th>\n      <th>Club_Sheffield United</th>\n      <th>Club_Sheffield Wednesday</th>\n      <th>Club_Shimizu S-Pulse</th>\n      <th>Club_Shonan Bellmare</th>\n      <th>Club_Shrewsbury</th>\n      <th>Club_Sint-Truidense VV</th>\n      <th>Club_Sivasspor</th>\n      <th>Club_Sligo Rovers</th>\n      <th>Club_Southampton</th>\n      <th>Club_Southend United</th>\n      <th>Club_SpVgg Greuther Fürth</th>\n      <th>Club_SpVgg Unterhaching</th>\n      <th>Club_Sparta Praha</th>\n      <th>Club_Spartak Moscow</th>\n      <th>Club_Spezia</th>\n      <th>Club_Sport Club do Recife</th>\n      <th>Club_Sporting CP</th>\n      <th>Club_Sporting Kansas City</th>\n      <th>Club_Sporting Lokeren</th>\n      <th>Club_Sporting de Charleroi</th>\n      <th>Club_St. Johnstone FC</th>\n      <th>Club_St. Mirren</th>\n      <th>Club_St. Patrick's Athletic</th>\n      <th>Club_Stabæk Fotball</th>\n      <th>Club_Stade Brestois 29</th>\n      <th>Club_Stade Malherbe Caen</th>\n      <th>Club_Stade Rennais FC</th>\n      <th>Club_Stade de Reims</th>\n      <th>Club_Standard de Liège</th>\n      <th>Club_Stevenage</th>\n      <th>Club_Stoke City</th>\n      <th>Club_Strømsgodset IF</th>\n      <th>Club_Sunderland</th>\n      <th>Club_Suwon Samsung Bluewings</th>\n      <th>Club_Swansea City</th>\n      <th>Club_Swindon Town</th>\n      <th>Club_Sydney FC</th>\n      <th>Club_SønderjyskE</th>\n      <th>Club_TSG 1899 Hoffenheim</th>\n      <th>Club_TSV 1860 München</th>\n      <th>Club_TSV Hartberg</th>\n      <th>Club_Tianjin Quanjian FC</th>\n      <th>Club_Tianjin TEDA FC</th>\n      <th>Club_Tiburones Rojos de Veracruz</th>\n      <th>Club_Tigres U.A.N.L.</th>\n      <th>Club_Torino</th>\n      <th>Club_Toronto FC</th>\n      <th>Club_Tottenham Hotspur</th>\n      <th>Club_Toulouse Football Club</th>\n      <th>Club_Trabzonspor</th>\n      <th>Club_Tranmere Rovers</th>\n      <th>Club_Trelleborgs FF</th>\n      <th>Club_Tromsø IL</th>\n      <th>Club_U.N.A.M.</th>\n      <th>Club_UD Almería</th>\n      <th>Club_UD Las Palmas</th>\n      <th>Club_US Cremonese</th>\n      <th>Club_US Orléans Loiret Football</th>\n      <th>Club_US Salernitana 1919</th>\n      <th>Club_Udinese</th>\n      <th>Club_Ulsan Hyundai FC</th>\n      <th>Club_Universidad Católica</th>\n      <th>Club_Universidad de Chile</th>\n      <th>Club_Unión Española</th>\n      <th>Club_Unión La Calera</th>\n      <th>Club_Unión de Santa Fe</th>\n      <th>Club_Urawa Red Diamonds</th>\n      <th>Club_V-Varen Nagasaki</th>\n      <th>Club_VVV-Venlo</th>\n      <th>Club_Valencia CF</th>\n      <th>Club_Valenciennes FC</th>\n      <th>Club_Vancouver Whitecaps FC</th>\n      <th>Club_Vegalta Sendai</th>\n      <th>Club_Vejle Boldklub</th>\n      <th>Club_Vendsyssel FF</th>\n      <th>Club_Venezia FC</th>\n      <th>Club_VfB Stuttgart</th>\n      <th>Club_VfL Bochum 1848</th>\n      <th>Club_VfL Osnabrück</th>\n      <th>Club_VfL Sportfreunde Lotte</th>\n      <th>Club_VfL Wolfsburg</th>\n      <th>Club_VfR Aalen</th>\n      <th>Club_Viktoria Plzeň</th>\n      <th>Club_Villarreal CF</th>\n      <th>Club_Vissel Kobe</th>\n      <th>Club_Vitesse</th>\n      <th>Club_Vitória</th>\n      <th>Club_Vitória Guimarães</th>\n      <th>Club_Vitória de Setúbal</th>\n      <th>Club_Vålerenga Fotball</th>\n      <th>Club_Vélez Sarsfield</th>\n      <th>Club_Waasland-Beveren</th>\n      <th>Club_Walsall</th>\n      <th>Club_Waterford FC</th>\n      <th>Club_Watford</th>\n      <th>Club_Wellington Phoenix</th>\n      <th>Club_West Bromwich Albion</th>\n      <th>Club_West Ham United</th>\n      <th>Club_Western Sydney Wanderers</th>\n      <th>Club_Wigan Athletic</th>\n      <th>Club_Willem II</th>\n      <th>Club_Wisła Kraków</th>\n      <th>Club_Wisła Płock</th>\n      <th>Club_Wolfsberger AC</th>\n      <th>Club_Wolverhampton Wanderers</th>\n      <th>Club_Wycombe Wanderers</th>\n      <th>Club_Yeni Malatyaspor</th>\n      <th>Club_Yeovil Town</th>\n      <th>Club_Yokohama F. Marinos</th>\n      <th>Club_Zagłębie Lubin</th>\n      <th>Club_Zagłębie Sosnowiec</th>\n      <th>Club_Çaykur Rizespor</th>\n      <th>Club_Örebro SK</th>\n      <th>Club_Östersunds FK</th>\n      <th>Club_Śląsk Wrocław</th>\n      <th>Position_CAM</th>\n      <th>Position_CB</th>\n      <th>Position_CDM</th>\n      <th>Position_CF</th>\n      <th>Position_CM</th>\n      <th>Position_GK</th>\n      <th>Position_LAM</th>\n      <th>Position_LB</th>\n      <th>Position_LCB</th>\n      <th>Position_LCM</th>\n      <th>Position_LDM</th>\n      <th>Position_LF</th>\n      <th>Position_LM</th>\n      <th>Position_LS</th>\n      <th>Position_LW</th>\n      <th>Position_LWB</th>\n      <th>Position_RAM</th>\n      <th>Position_RB</th>\n      <th>Position_RCB</th>\n      <th>Position_RCM</th>\n      <th>Position_RDM</th>\n      <th>Position_RF</th>\n      <th>Position_RM</th>\n      <th>Position_RS</th>\n      <th>Position_RW</th>\n      <th>Position_RWB</th>\n      <th>Position_ST</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>31</td>\n      <td>94</td>\n      <td>94</td>\n      <td>565000.0</td>\n      <td>5.0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>33</td>\n      <td>94</td>\n      <td>94</td>\n      <td>405000.0</td>\n      <td>5.0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>26</td>\n      <td>92</td>\n      <td>93</td>\n      <td>290000.0</td>\n      <td>5.0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>27</td>\n      <td>91</td>\n      <td>93</td>\n      <td>260000.0</td>\n      <td>4.0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>27</td>\n      <td>91</td>\n      <td>92</td>\n      <td>355000.0</td>\n      <td>4.0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>27</td>\n      <td>91</td>\n      <td>91</td>\n      <td>340000.0</td>\n      <td>4.0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>32</td>\n      <td>91</td>\n      <td>91</td>\n      <td>420000.0</td>\n      <td>4.0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>31</td>\n      <td>91</td>\n      <td>91</td>\n      <td>455000.0</td>\n      <td>5.0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>32</td>\n      <td>91</td>\n      <td>91</td>\n      <td>380000.0</td>\n      <td>4.0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>25</td>\n      <td>90</td>\n      <td>93</td>\n      <td>94000.0</td>\n      <td>3.0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
     },
     "metadata": {},
     "execution_count": 19
    }
   ]
  },
  {
   "source": [
    "- Ahora toca preparar el conjunto de datos para nuestra predicción. Para ello, lo separaremos en cuatro conjuntos, dos para las abscisas (X), donde tendremos los valores de nuestro conjunto de datos, y otros dos para las ordenadas (Y), donde estará la columna \"Value\" que antes hemos extraído."
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "13438"
      ]
     },
     "metadata": {},
     "execution_count": 20
    }
   ],
   "source": [
    "X_train, X_test, Y_train, Y_test = train_test_split(df, val, test_size=0.25, random_state=42)\n",
    "\n",
    "len(X_train)"
   ]
  },
  {
   "source": [
    "- Ahora, entrenaremos nuestro conjunto de entrenamiento. Para ello, tomaremos los conjuntos grandes, creados para ser entrenados por un modelo de aprendizaje. En estecaso, utilizaremos el modelo de regresión lineal, que nos permite mejor aproximar la relación de dependencia entre las variables."
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "LinearRegression(copy_X=True, fit_intercept=True, n_jobs=None, normalize=False)"
      ]
     },
     "metadata": {},
     "execution_count": 21
    }
   ],
   "source": [
    "from sklearn.linear_model import LinearRegression\n",
    "reg = LinearRegression()\n",
    "\n",
    "reg.fit(X_train, Y_train)"
   ]
  },
  {
   "source": [
    "- Una vez nuestro conjunto de entrenamiento ha sido entrenado, realizaremos la predicción con el conjunto X_test. Una vez realizada la predicción, obtendremos una serie de valores predecidos."
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "Valores resultantes de la predicción = \n[-1819469.14976982  1719135.95798536  -431236.81161534 ...\n   198049.89142208   891088.18640441 -1281704.99624033]\n"
     ]
    }
   ],
   "source": [
    "predsTest = reg.predict(X_test)\n",
    "print(\"Valores resultantes de la predicción = \")\n",
    "print(predsTest)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "              0                         0   \n",
       "8884                                 0                         0   \n",
       "1098                                 0                         0   \n",
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      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Age</th>\n      <th>Overall</th>\n      <th>Potential</th>\n      <th>Wage</th>\n      <th>International Reputation</th>\n      <th>Nationality_Afghanistan</th>\n      <th>Nationality_Albania</th>\n      <th>Nationality_Algeria</th>\n      <th>Nationality_Andorra</th>\n      <th>Nationality_Angola</th>\n      <th>Nationality_Antigua &amp; Barbuda</th>\n      <th>Nationality_Argentina</th>\n      <th>Nationality_Armenia</th>\n      <th>Nationality_Australia</th>\n      <th>Nationality_Austria</th>\n      <th>Nationality_Azerbaijan</th>\n      <th>Nationality_Barbados</th>\n      <th>Nationality_Belarus</th>\n      <th>Nationality_Belgium</th>\n      <th>Nationality_Belize</th>\n      <th>Nationality_Benin</th>\n      <th>Nationality_Bermuda</th>\n      <th>Nationality_Bolivia</th>\n      <th>Nationality_Bosnia Herzegovina</th>\n      <th>Nationality_Botswana</th>\n      <th>Nationality_Brazil</th>\n      <th>Nationality_Bulgaria</th>\n      <th>Nationality_Burkina Faso</th>\n      <th>Nationality_Burundi</th>\n      <th>Nationality_Cameroon</th>\n      <th>Nationality_Canada</th>\n      <th>Nationality_Cape Verde</th>\n      <th>Nationality_Central African Rep.</th>\n      <th>Nationality_Chad</th>\n      <th>Nationality_Chile</th>\n      <th>Nationality_China PR</th>\n      <th>Nationality_Colombia</th>\n      <th>Nationality_Comoros</th>\n      <th>Nationality_Congo</th>\n      <th>Nationality_Costa Rica</th>\n      <th>Nationality_Croatia</th>\n      <th>Nationality_Cuba</th>\n      <th>Nationality_Curacao</th>\n      <th>Nationality_Cyprus</th>\n      <th>Nationality_Czech Republic</th>\n      <th>Nationality_DR Congo</th>\n      <th>Nationality_Denmark</th>\n      <th>Nationality_Dominican Republic</th>\n      <th>Nationality_Ecuador</th>\n      <th>Nationality_Egypt</th>\n      <th>Nationality_El Salvador</th>\n      <th>Nationality_England</th>\n      <th>Nationality_Equatorial Guinea</th>\n      <th>Nationality_Eritrea</th>\n      <th>Nationality_Estonia</th>\n      <th>Nationality_Ethiopia</th>\n      <th>Nationality_FYR Macedonia</th>\n      <th>Nationality_Faroe Islands</th>\n      <th>Nationality_Fiji</th>\n      <th>Nationality_Finland</th>\n      <th>Nationality_France</th>\n      <th>Nationality_Gabon</th>\n      <th>Nationality_Gambia</th>\n      <th>Nationality_Georgia</th>\n      <th>Nationality_Germany</th>\n      <th>Nationality_Ghana</th>\n      <th>Nationality_Greece</th>\n      <th>Nationality_Grenada</th>\n      <th>Nationality_Guam</th>\n      <th>Nationality_Guatemala</th>\n      <th>Nationality_Guinea</th>\n      <th>Nationality_Guinea Bissau</th>\n      <th>Nationality_Guyana</th>\n      <th>Nationality_Haiti</th>\n      <th>Nationality_Honduras</th>\n      <th>Nationality_Hong Kong</th>\n      <th>Nationality_Hungary</th>\n      <th>Nationality_Iceland</th>\n      <th>Nationality_Indonesia</th>\n      <th>Nationality_Iran</th>\n      <th>Nationality_Iraq</th>\n      <th>Nationality_Israel</th>\n      <th>Nationality_Italy</th>\n      <th>Nationality_Ivory Coast</th>\n      <th>Nationality_Jamaica</th>\n      <th>Nationality_Japan</th>\n      <th>Nationality_Jordan</th>\n      <th>Nationality_Kazakhstan</th>\n      <th>Nationality_Kenya</th>\n      <th>Nationality_Korea DPR</th>\n      <th>Nationality_Korea Republic</th>\n      <th>Nationality_Kosovo</th>\n      <th>Nationality_Kuwait</th>\n      <th>Nationality_Latvia</th>\n      <th>Nationality_Lebanon</th>\n      <th>Nationality_Liberia</th>\n      <th>Nationality_Libya</th>\n      <th>Nationality_Liechtenstein</th>\n      <th>Nationality_Lithuania</th>\n      <th>Nationality_Luxembourg</th>\n      <th>Nationality_Madagascar</th>\n      <th>Nationality_Mali</th>\n      <th>Nationality_Malta</th>\n      <th>Nationality_Mauritania</th>\n      <th>Nationality_Mauritius</th>\n      <th>Nationality_Mexico</th>\n      <th>Nationality_Moldova</th>\n      <th>Nationality_Montenegro</th>\n      <th>Nationality_Montserrat</th>\n      <th>Nationality_Morocco</th>\n      <th>Nationality_Mozambique</th>\n      <th>Nationality_Namibia</th>\n      <th>Nationality_Netherlands</th>\n      <th>Nationality_New Caledonia</th>\n      <th>Nationality_New Zealand</th>\n      <th>Nationality_Nicaragua</th>\n      <th>Nationality_Niger</th>\n      <th>Nationality_Nigeria</th>\n      <th>Nationality_Northern Ireland</th>\n      <th>Nationality_Norway</th>\n      <th>Nationality_Oman</th>\n      <th>Nationality_Palestine</th>\n      <th>Nationality_Panama</th>\n      <th>Nationality_Paraguay</th>\n      <th>Nationality_Peru</th>\n      <th>Nationality_Philippines</th>\n      <th>Nationality_Poland</th>\n      <th>Nationality_Portugal</th>\n      <th>Nationality_Puerto Rico</th>\n      <th>Nationality_Qatar</th>\n      <th>Nationality_Republic of Ireland</th>\n      <th>Nationality_Romania</th>\n      <th>Nationality_Russia</th>\n      <th>Nationality_Rwanda</th>\n      <th>Nationality_Saudi Arabia</th>\n      <th>Nationality_Scotland</th>\n      <th>Nationality_Senegal</th>\n      <th>Nationality_Serbia</th>\n      <th>Nationality_Sierra Leone</th>\n      <th>Nationality_Slovakia</th>\n      <th>Nationality_Slovenia</th>\n      <th>Nationality_South Africa</th>\n      <th>Nationality_South Sudan</th>\n      <th>Nationality_Spain</th>\n      <th>Nationality_St Kitts Nevis</th>\n      <th>Nationality_St Lucia</th>\n      <th>Nationality_Sudan</th>\n      <th>Nationality_Suriname</th>\n      <th>Nationality_Sweden</th>\n      <th>Nationality_Switzerland</th>\n      <th>Nationality_Syria</th>\n      <th>Nationality_São Tomé &amp; Príncipe</th>\n      <th>Nationality_Tanzania</th>\n      <th>Nationality_Thailand</th>\n      <th>Nationality_Togo</th>\n      <th>Nationality_Trinidad &amp; Tobago</th>\n      <th>Nationality_Tunisia</th>\n      <th>Nationality_Turkey</th>\n      <th>Nationality_Uganda</th>\n      <th>Nationality_Ukraine</th>\n      <th>Nationality_United Arab Emirates</th>\n      <th>Nationality_United States</th>\n      <th>Nationality_Uruguay</th>\n      <th>Nationality_Uzbekistan</th>\n      <th>Nationality_Venezuela</th>\n      <th>Nationality_Wales</th>\n      <th>Nationality_Zambia</th>\n      <th>Nationality_Zimbabwe</th>\n      <th>Club_ SSV Jahn Regensburg</th>\n      <th>Club_1. FC Heidenheim 1846</th>\n      <th>Club_1. FC Kaiserslautern</th>\n      <th>Club_1. FC Köln</th>\n      <th>Club_1. FC Magdeburg</th>\n      <th>Club_1. FC Nürnberg</th>\n      <th>Club_1. FC Union Berlin</th>\n      <th>Club_1. FSV Mainz 05</th>\n      <th>Club_AC Ajaccio</th>\n      <th>Club_AC Horsens</th>\n      <th>Club_AD Alcorcón</th>\n      <th>Club_ADO Den Haag</th>\n      <th>Club_AEK Athens</th>\n      <th>Club_AFC Wimbledon</th>\n      <th>Club_AIK</th>\n      <th>Club_AJ Auxerre</th>\n      <th>Club_AS Béziers</th>\n      <th>Club_AS Monaco</th>\n      <th>Club_AS Nancy Lorraine</th>\n      <th>Club_AS Saint-Étienne</th>\n      <th>Club_AZ Alkmaar</th>\n      <th>Club_Aalborg BK</th>\n      <th>Club_Aarhus GF</th>\n      <th>Club_Aberdeen</th>\n      <th>Club_Accrington Stanley</th>\n      <th>Club_Adelaide United</th>\n      <th>Club_Ajax</th>\n      <th>Club_Akhisar Belediyespor</th>\n      <th>Club_Al Ahli</th>\n      <th>Club_Al Batin</th>\n      <th>Club_Al Faisaly</th>\n      <th>Club_Al Fateh</th>\n      <th>Club_Al Fayha</th>\n      <th>Club_Al Hazem</th>\n      <th>Club_Al Hilal</th>\n      <th>Club_Al Ittihad</th>\n      <th>Club_Al Nassr</th>\n      <th>Club_Al Qadisiyah</th>\n      <th>Club_Al Raed</th>\n      <th>Club_Al Shabab</th>\n      <th>Club_Al Taawoun</th>\n      <th>Club_Al Wehda</th>\n      <th>Club_Alanyaspor</th>\n      <th>Club_Albacete BP</th>\n      <th>Club_Alianza Petrolera</th>\n      <th>Club_Amiens SC</th>\n      <th>Club_América FC (Minas Gerais)</th>\n      <th>Club_América de Cali</th>\n      <th>Club_Angers SCO</th>\n      <th>Club_Antalyaspor</th>\n      <th>Club_Argentinos Juniors</th>\n      <th>Club_Arka Gdynia</th>\n      <th>Club_Arsenal</th>\n      <th>Club_Ascoli</th>\n      <th>Club_Aston Villa</th>\n      <th>Club_Atalanta</th>\n      <th>Club_Athletic Club de Bilbao</th>\n      <th>Club_Atiker Konyaspor</th>\n      <th>Club_Atlanta United</th>\n      <th>Club_Atlético Bucaramanga</th>\n      <th>Club_Atlético Huila</th>\n      <th>Club_Atlético Madrid</th>\n      <th>Club_Atlético Mineiro</th>\n      <th>Club_Atlético Nacional</th>\n      <th>Club_Atlético Paranaense</th>\n      <th>Club_Atlético Tucumán</th>\n      <th>Club_Audax Italiano</th>\n      <th>Club_BB Erzurumspor</th>\n      <th>Club_BK Häcken</th>\n      <th>Club_BSC Young Boys</th>\n      <th>Club_Bahia</th>\n      <th>Club_Barnsley</th>\n      <th>Club_Bayer 04 Leverkusen</th>\n      <th>Club_Beijing Renhe FC</th>\n      <th>Club_Beijing Sinobo Guoan FC</th>\n      <th>Club_Belgrano de Córdoba</th>\n      <th>Club_Benevento</th>\n      <th>Club_Beşiktaş JK</th>\n      <th>Club_Birmingham City</th>\n      <th>Club_Blackburn Rovers</th>\n      <th>Club_Blackpool</th>\n      <th>Club_Boavista FC</th>\n      <th>Club_Boca Juniors</th>\n      <th>Club_Bohemian FC</th>\n      <th>Club_Bologna</th>\n      <th>Club_Bolton Wanderers</th>\n      <th>Club_Borussia Dortmund</th>\n      <th>Club_Borussia Mönchengladbach</th>\n      <th>Club_Botafogo</th>\n      <th>Club_Bournemouth</th>\n      <th>Club_Boyacá Chicó FC</th>\n      <th>Club_Bradford City</th>\n      <th>Club_Bray Wanderers</th>\n      <th>Club_Brentford</th>\n      <th>Club_Brescia</th>\n      <th>Club_Brighton &amp; Hove Albion</th>\n      <th>Club_Brisbane Roar</th>\n      <th>Club_Bristol City</th>\n      <th>Club_Bristol Rovers</th>\n      <th>Club_Brøndby IF</th>\n      <th>Club_Burnley</th>\n      <th>Club_Bursaspor</th>\n      <th>Club_Burton Albion</th>\n      <th>Club_Bury</th>\n      <th>Club_CA Osasuna</th>\n      <th>Club_CD Antofagasta</th>\n      <th>Club_CD Aves</th>\n      <th>Club_CD Everton de Viña del Mar</th>\n      <th>Club_CD Feirense</th>\n      <th>Club_CD Huachipato</th>\n      <th>Club_CD Leganés</th>\n      <th>Club_CD Lugo</th>\n      <th>Club_CD Nacional</th>\n      <th>Club_CD Numancia</th>\n      <th>Club_CD O'Higgins</th>\n      <th>Club_CD Palestino</th>\n      <th>Club_CD Tenerife</th>\n      <th>Club_CD Tondela</th>\n      <th>Club_CD Universidad de Concepción</th>\n      <th>Club_CF Rayo Majadahonda</th>\n      <th>Club_CF Reus Deportiu</th>\n      <th>Club_Cagliari</th>\n      <th>Club_Cambridge United</th>\n      <th>Club_Cardiff City</th>\n      <th>Club_Carlisle United</th>\n      <th>Club_Carpi</th>\n      <th>Club_Ceará Sporting Club</th>\n      <th>Club_Celtic</th>\n      <th>Club_Central Coast Mariners</th>\n      <th>Club_Cerezo Osaka</th>\n      <th>Club_Chamois Niortais Football Club</th>\n      <th>Club_Changchun Yatai FC</th>\n      <th>Club_Chapecoense</th>\n      <th>Club_Charlton Athletic</th>\n      <th>Club_Chelsea</th>\n      <th>Club_Cheltenham Town</th>\n      <th>Club_Chicago Fire</th>\n      <th>Club_Chievo Verona</th>\n      <th>Club_Chongqing Dangdai Lifan FC SWM Team</th>\n      <th>Club_Cittadella</th>\n      <th>Club_Clermont Foot 63</th>\n      <th>Club_Club América</th>\n      <th>Club_Club Atlas</th>\n      <th>Club_Club Atlético Aldosivi</th>\n      <th>Club_Club Atlético Banfield</th>\n      <th>Club_Club Atlético Colón</th>\n      <th>Club_Club Atlético Huracán</th>\n      <th>Club_Club Atlético Lanús</th>\n      <th>Club_Club Atlético Talleres</th>\n      <th>Club_Club Atlético Tigre</th>\n      <th>Club_Club Brugge KV</th>\n      <th>Club_Club Deportes Temuco</th>\n      <th>Club_Club León</th>\n      <th>Club_Club Necaxa</th>\n      <th>Club_Club Tijuana</th>\n      <th>Club_Clube Sport Marítimo</th>\n      <th>Club_Colchester United</th>\n      <th>Club_Colo-Colo</th>\n      <th>Club_Colorado Rapids</th>\n      <th>Club_Columbus Crew SC</th>\n      <th>Club_Cork City</th>\n      <th>Club_Cosenza</th>\n      <th>Club_Coventry City</th>\n      <th>Club_Cracovia</th>\n      <th>Club_Crawley Town</th>\n      <th>Club_Crewe Alexandra</th>\n      <th>Club_Crotone</th>\n      <th>Club_Cruz Azul</th>\n      <th>Club_Cruzeiro</th>\n      <th>Club_Crystal Palace</th>\n      <th>Club_Curicó Unido</th>\n      <th>Club_Cádiz CF</th>\n      <th>Club_Córdoba CF</th>\n      <th>Club_DC United</th>\n      <th>Club_DSC Arminia Bielefeld</th>\n      <th>Club_Daegu FC</th>\n      <th>Club_Dalian YiFang FC</th>\n      <th>Club_Dalkurd FF</th>\n      <th>Club_De Graafschap</th>\n      <th>Club_Defensa y Justicia</th>\n      <th>Club_Deportes Iquique</th>\n      <th>Club_Deportes Tolima</th>\n      <th>Club_Deportivo Alavés</th>\n      <th>Club_Deportivo Cali</th>\n      <th>Club_Deportivo Pasto</th>\n      <th>Club_Deportivo Toluca</th>\n      <th>Club_Deportivo de La Coruña</th>\n      <th>Club_Derby County</th>\n      <th>Club_Derry City</th>\n      <th>Club_Dijon FCO</th>\n      <th>Club_Dinamo Zagreb</th>\n      <th>Club_Djurgårdens IF</th>\n      <th>Club_Doncaster Rovers</th>\n      <th>Club_Dundalk</th>\n      <th>Club_Dundee FC</th>\n      <th>Club_Dynamo Kyiv</th>\n      <th>Club_ESTAC Troyes</th>\n      <th>Club_Eintracht Braunschweig</th>\n      <th>Club_Eintracht Frankfurt</th>\n      <th>Club_Elche CF</th>\n      <th>Club_Empoli</th>\n      <th>Club_En Avant de Guingamp</th>\n      <th>Club_Envigado FC</th>\n      <th>Club_Esbjerg fB</th>\n      <th>Club_Estudiantes de La Plata</th>\n      <th>Club_Ettifaq FC</th>\n      <th>Club_Everton</th>\n      <th>Club_Excelsior</th>\n      <th>Club_Exeter City</th>\n      <th>Club_Extremadura UD</th>\n      <th>Club_FC Admira Wacker Mödling</th>\n      <th>Club_FC Augsburg</th>\n      <th>Club_FC Barcelona</th>\n      <th>Club_FC Basel 1893</th>\n      <th>Club_FC Bayern München</th>\n      <th>Club_FC Carl Zeiss Jena</th>\n      <th>Club_FC Dallas</th>\n      <th>Club_FC Emmen</th>\n      <th>Club_FC Energie Cottbus</th>\n      <th>Club_FC Erzgebirge Aue</th>\n      <th>Club_FC Girondins de Bordeaux</th>\n      <th>Club_FC Groningen</th>\n      <th>Club_FC Hansa Rostock</th>\n      <th>Club_FC Ingolstadt 04</th>\n      <th>Club_FC København</th>\n      <th>Club_FC Lorient</th>\n      <th>Club_FC Lugano</th>\n      <th>Club_FC Luzern</th>\n      <th>Club_FC Metz</th>\n      <th>Club_FC Midtjylland</th>\n      <th>Club_FC Nantes</th>\n      <th>Club_FC Nordsjælland</th>\n      <th>Club_FC Porto</th>\n      <th>Club_FC Red Bull Salzburg</th>\n      <th>Club_FC Schalke 04</th>\n      <th>Club_FC Seoul</th>\n      <th>Club_FC Sion</th>\n      <th>Club_FC Sochaux-Montbéliard</th>\n      <th>Club_FC St. Gallen</th>\n      <th>Club_FC St. Pauli</th>\n      <th>Club_FC Thun</th>\n      <th>Club_FC Tokyo</th>\n      <th>Club_FC Utrecht</th>\n      <th>Club_FC Wacker Innsbruck</th>\n      <th>Club_FC Würzburger Kickers</th>\n      <th>Club_FC Zürich</th>\n      <th>Club_FK Austria Wien</th>\n      <th>Club_FK Bodø/Glimt</th>\n      <th>Club_FK Haugesund</th>\n      <th>Club_FSV Zwickau</th>\n      <th>Club_Fenerbahçe SK</th>\n      <th>Club_Feyenoord</th>\n      <th>Club_Fiorentina</th>\n      <th>Club_Fleetwood Town</th>\n      <th>Club_Fluminense</th>\n      <th>Club_Foggia</th>\n      <th>Club_Forest Green Rovers</th>\n      <th>Club_Fortuna Düsseldorf</th>\n      <th>Club_Fortuna Sittard</th>\n      <th>Club_Frosinone</th>\n      <th>Club_Fulham</th>\n      <th>Club_GD Chaves</th>\n      <th>Club_GFC Ajaccio</th>\n      <th>Club_GIF Sundsvall</th>\n      <th>Club_Galatasaray SK</th>\n      <th>Club_Gamba Osaka</th>\n      <th>Club_Gangwon FC</th>\n      <th>Club_Genoa</th>\n      <th>Club_Getafe CF</th>\n      <th>Club_Gillingham</th>\n      <th>Club_Gimnasia y Esgrima La Plata</th>\n      <th>Club_Gimnàstic de Tarragona</th>\n      <th>Club_Girona FC</th>\n      <th>Club_Godoy Cruz</th>\n      <th>Club_Granada CF</th>\n      <th>Club_Grasshopper Club Zürich</th>\n      <th>Club_Grenoble Foot 38</th>\n      <th>Club_Grimsby Town</th>\n      <th>Club_Grêmio</th>\n      <th>Club_Guadalajara</th>\n      <th>Club_Guangzhou Evergrande Taobao FC</th>\n      <th>Club_Guangzhou R&amp;F; FC</th>\n      <th>Club_Guizhou Hengfeng FC</th>\n      <th>Club_Gyeongnam FC</th>\n      <th>Club_Górnik Zabrze</th>\n      <th>Club_Göztepe SK</th>\n      <th>Club_HJK Helsinki</th>\n      <th>Club_Hallescher FC</th>\n      <th>Club_Hamburger SV</th>\n      <th>Club_Hamilton Academical FC</th>\n      <th>Club_Hammarby IF</th>\n      <th>Club_Hannover 96</th>\n      <th>Club_Heart of Midlothian</th>\n      <th>Club_Hebei China Fortune FC</th>\n      <th>Club_Hellas Verona</th>\n      <th>Club_Henan Jianye FC</th>\n      <th>Club_Heracles Almelo</th>\n      <th>Club_Hertha BSC</th>\n      <th>Club_Hibernian</th>\n      <th>Club_Hobro IK</th>\n      <th>Club_Hokkaido Consadole Sapporo</th>\n      <th>Club_Holstein Kiel</th>\n      <th>Club_Houston Dynamo</th>\n      <th>Club_Huddersfield Town</th>\n      <th>Club_Hull City</th>\n      <th>Club_IF Brommapojkarna</th>\n      <th>Club_IF Elfsborg</th>\n      <th>Club_IFK Göteborg</th>\n      <th>Club_IFK Norrköping</th>\n      <th>Club_IK Sirius</th>\n      <th>Club_IK Start</th>\n      <th>Club_Incheon United FC</th>\n      <th>Club_Independiente</th>\n      <th>Club_Independiente Medellín</th>\n      <th>Club_Independiente Santa Fe</th>\n      <th>Club_Inter</th>\n      <th>Club_Internacional</th>\n      <th>Club_Ipswich Town</th>\n      <th>Club_Itagüí Leones FC</th>\n      <th>Club_Jagiellonia Białystok</th>\n      <th>Club_Jaguares de Córdoba</th>\n      <th>Club_Jeju United FC</th>\n      <th>Club_Jeonbuk Hyundai Motors</th>\n      <th>Club_Jeonnam Dragons</th>\n      <th>Club_Jiangsu Suning FC</th>\n      <th>Club_Junior FC</th>\n      <th>Club_Juventus</th>\n      <th>Club_Júbilo Iwata</th>\n      <th>Club_KAA Gent</th>\n      <th>Club_KAS Eupen</th>\n      <th>Club_KFC Uerdingen 05</th>\n      <th>Club_KRC Genk</th>\n      <th>Club_KSV Cercle Brugge</th>\n      <th>Club_KV Kortrijk</th>\n      <th>Club_KV Oostende</th>\n      <th>Club_Kaizer Chiefs</th>\n      <th>Club_Kalmar FF</th>\n      <th>Club_Karlsruher SC</th>\n      <th>Club_Kashima Antlers</th>\n      <th>Club_Kashiwa Reysol</th>\n      <th>Club_Kasimpaşa SK</th>\n      <th>Club_Kawasaki Frontale</th>\n      <th>Club_Kayserispor</th>\n      <th>Club_Kilmarnock</th>\n      <th>Club_Korona Kielce</th>\n      <th>Club_Kristiansund BK</th>\n      <th>Club_LA Galaxy</th>\n      <th>Club_LASK Linz</th>\n      <th>Club_LOSC Lille</th>\n      <th>Club_La Berrichonne de Châteauroux</th>\n      <th>Club_La Equidad</th>\n      <th>Club_Lazio</th>\n      <th>Club_Le Havre AC</th>\n      <th>Club_Lecce</th>\n      <th>Club_Lech Poznań</th>\n      <th>Club_Lechia Gdańsk</th>\n      <th>Club_Leeds United</th>\n      <th>Club_Legia Warszawa</th>\n      <th>Club_Leicester City</th>\n      <th>Club_Levante UD</th>\n      <th>Club_Lillestrøm SK</th>\n      <th>Club_Limerick FC</th>\n      <th>Club_Lincoln City</th>\n      <th>Club_Liverpool</th>\n      <th>Club_Livingston FC</th>\n      <th>Club_Livorno</th>\n      <th>Club_Lobos BUAP</th>\n      <th>Club_Lokomotiv Moscow</th>\n      <th>Club_Los Angeles FC</th>\n      <th>Club_Luton Town</th>\n      <th>Club_MKE Ankaragücü</th>\n      <th>Club_MSV Duisburg</th>\n      <th>Club_Macclesfield Town</th>\n      <th>Club_Malmö FF</th>\n      <th>Club_Manchester City</th>\n      <th>Club_Manchester United</th>\n      <th>Club_Mansfield Town</th>\n      <th>Club_Medipol Başakşehir FK</th>\n      <th>Club_Melbourne City FC</th>\n      <th>Club_Melbourne Victory</th>\n      <th>Club_Middlesbrough</th>\n      <th>Club_Miedź Legnica</th>\n      <th>Club_Milan</th>\n      <th>Club_Millonarios FC</th>\n      <th>Club_Millwall</th>\n      <th>Club_Milton Keynes Dons</th>\n      <th>Club_Minnesota United FC</th>\n      <th>Club_Molde FK</th>\n      <th>Club_Monarcas Morelia</th>\n      <th>Club_Monterrey</th>\n      <th>Club_Montpellier HSC</th>\n      <th>Club_Montreal Impact</th>\n      <th>Club_Morecambe</th>\n      <th>Club_Moreirense FC</th>\n      <th>Club_Motherwell</th>\n      <th>Club_Málaga CF</th>\n      <th>Club_NAC Breda</th>\n      <th>Club_Nagoya Grampus</th>\n      <th>Club_Napoli</th>\n      <th>Club_Neuchâtel Xamax</th>\n      <th>Club_New England Revolution</th>\n      <th>Club_New York City FC</th>\n      <th>Club_New York Red Bulls</th>\n      <th>Club_Newcastle Jets</th>\n      <th>Club_Newcastle United</th>\n      <th>Club_Newell's Old Boys</th>\n      <th>Club_Newport County</th>\n      <th>Club_Northampton Town</th>\n      <th>Club_Norwich City</th>\n      <th>Club_Nottingham Forest</th>\n      <th>Club_Notts County</th>\n      <th>Club_Nîmes Olympique</th>\n      <th>Club_OGC Nice</th>\n      <th>Club_Odds BK</th>\n      <th>Club_Odense Boldklub</th>\n      <th>Club_Ohod Club</th>\n      <th>Club_Oldham Athletic</th>\n      <th>Club_Olympiacos CFP</th>\n      <th>Club_Olympique Lyonnais</th>\n      <th>Club_Olympique de Marseille</th>\n      <th>Club_Once Caldas</th>\n      <th>Club_Orlando City SC</th>\n      <th>Club_Orlando Pirates</th>\n      <th>Club_Os Belenenses</th>\n      <th>Club_Oxford United</th>\n      <th>Club_PAOK</th>\n      <th>Club_PEC Zwolle</th>\n      <th>Club_PFC CSKA Moscow</th>\n      <th>Club_PSV</th>\n      <th>Club_Pachuca</th>\n      <th>Club_Padova</th>\n      <th>Club_Palermo</th>\n      <th>Club_Panathinaikos FC</th>\n      <th>Club_Paraná</th>\n      <th>Club_Paris FC</th>\n      <th>Club_Paris Saint-Germain</th>\n      <th>Club_Parma</th>\n      <th>Club_Patriotas Boyacá FC</th>\n      <th>Club_Patronato</th>\n      <th>Club_Perth Glory</th>\n      <th>Club_Perugia</th>\n      <th>Club_Pescara</th>\n      <th>Club_Peterborough United</th>\n      <th>Club_Philadelphia Union</th>\n      <th>Club_Piast Gliwice</th>\n      <th>Club_Plymouth Argyle</th>\n      <th>Club_Pogoń Szczecin</th>\n      <th>Club_Pohang Steelers</th>\n      <th>Club_Port Vale</th>\n      <th>Club_Portimonense SC</th>\n      <th>Club_Portland Timbers</th>\n      <th>Club_Portsmouth</th>\n      <th>Club_Preston North End</th>\n      <th>Club_Puebla FC</th>\n      <th>Club_Queens Park Rangers</th>\n      <th>Club_Querétaro</th>\n      <th>Club_RB Leipzig</th>\n      <th>Club_RC Celta</th>\n      <th>Club_RC Strasbourg Alsace</th>\n      <th>Club_RCD Espanyol</th>\n      <th>Club_RCD Mallorca</th>\n      <th>Club_RSC Anderlecht</th>\n      <th>Club_Racing Club</th>\n      <th>Club_Racing Club de Lens</th>\n      <th>Club_Randers FC</th>\n      <th>Club_Rangers FC</th>\n      <th>Club_Ranheim Fotball</th>\n      <th>Club_Rayo Vallecano</th>\n      <th>Club_Reading</th>\n      <th>Club_Real Betis</th>\n      <th>Club_Real Madrid</th>\n      <th>Club_Real Oviedo</th>\n      <th>Club_Real Salt Lake</th>\n      <th>Club_Real Sociedad</th>\n      <th>Club_Real Sporting de Gijón</th>\n      <th>Club_Real Valladolid CF</th>\n      <th>Club_Real Zaragoza</th>\n      <th>Club_Red Star FC</th>\n      <th>Club_Rio Ave FC</th>\n      <th>Club_Rionegro Águilas</th>\n      <th>Club_River Plate</th>\n      <th>Club_Rochdale</th>\n      <th>Club_Roma</th>\n      <th>Club_Rosario Central</th>\n      <th>Club_Rosenborg BK</th>\n      <th>Club_Rotherham United</th>\n      <th>Club_Royal Antwerp FC</th>\n      <th>Club_Royal Excel Mouscron</th>\n      <th>Club_SC Braga</th>\n      <th>Club_SC Fortuna Köln</th>\n      <th>Club_SC Freiburg</th>\n      <th>Club_SC Heerenveen</th>\n      <th>Club_SC Paderborn 07</th>\n      <th>Club_SC Preußen Münster</th>\n      <th>Club_SCR Altach</th>\n      <th>Club_SD Eibar</th>\n      <th>Club_SD Huesca</th>\n      <th>Club_SG Dynamo Dresden</th>\n      <th>Club_SG Sonnenhof Großaspach</th>\n      <th>Club_SK Brann</th>\n      <th>Club_SK Rapid Wien</th>\n      <th>Club_SK Slavia Praha</th>\n      <th>Club_SK Sturm Graz</th>\n      <th>Club_SKN St. Pölten</th>\n      <th>Club_SL Benfica</th>\n      <th>Club_SPAL</th>\n      <th>Club_SV Darmstadt 98</th>\n      <th>Club_SV Mattersburg</th>\n      <th>Club_SV Meppen</th>\n      <th>Club_SV Sandhausen</th>\n      <th>Club_SV Wehen Wiesbaden</th>\n      <th>Club_SV Werder Bremen</th>\n      <th>Club_SV Zulte-Waregem</th>\n      <th>Club_Sagan Tosu</th>\n      <th>Club_Sampdoria</th>\n      <th>Club_San Jose Earthquakes</th>\n      <th>Club_San Lorenzo de Almagro</th>\n      <th>Club_San Luis de Quillota</th>\n      <th>Club_San Martin de Tucumán</th>\n      <th>Club_San Martín de San Juan</th>\n      <th>Club_Sandefjord Fotball</th>\n      <th>Club_Sanfrecce Hiroshima</th>\n      <th>Club_Sangju Sangmu FC</th>\n      <th>Club_Santa Clara</th>\n      <th>Club_Santos</th>\n      <th>Club_Santos Laguna</th>\n      <th>Club_Sarpsborg 08 FF</th>\n      <th>Club_Sassuolo</th>\n      <th>Club_Scunthorpe United</th>\n      <th>Club_Seattle Sounders FC</th>\n      <th>Club_Sevilla FC</th>\n      <th>Club_Shakhtar Donetsk</th>\n      <th>Club_Shamrock Rovers</th>\n      <th>Club_Shandong Luneng TaiShan FC</th>\n      <th>Club_Shanghai Greenland Shenhua FC</th>\n      <th>Club_Shanghai SIPG FC</th>\n      <th>Club_Sheffield United</th>\n      <th>Club_Sheffield Wednesday</th>\n      <th>Club_Shimizu S-Pulse</th>\n      <th>Club_Shonan Bellmare</th>\n      <th>Club_Shrewsbury</th>\n      <th>Club_Sint-Truidense VV</th>\n      <th>Club_Sivasspor</th>\n      <th>Club_Sligo Rovers</th>\n      <th>Club_Southampton</th>\n      <th>Club_Southend United</th>\n      <th>Club_SpVgg Greuther Fürth</th>\n      <th>Club_SpVgg Unterhaching</th>\n      <th>Club_Sparta Praha</th>\n      <th>Club_Spartak Moscow</th>\n      <th>Club_Spezia</th>\n      <th>Club_Sport Club do Recife</th>\n      <th>Club_Sporting CP</th>\n      <th>Club_Sporting Kansas City</th>\n      <th>Club_Sporting Lokeren</th>\n      <th>Club_Sporting de Charleroi</th>\n      <th>Club_St. Johnstone FC</th>\n      <th>Club_St. Mirren</th>\n      <th>Club_St. Patrick's Athletic</th>\n      <th>Club_Stabæk Fotball</th>\n      <th>Club_Stade Brestois 29</th>\n      <th>Club_Stade Malherbe Caen</th>\n      <th>Club_Stade Rennais FC</th>\n      <th>Club_Stade de Reims</th>\n      <th>Club_Standard de Liège</th>\n      <th>Club_Stevenage</th>\n      <th>Club_Stoke City</th>\n      <th>Club_Strømsgodset IF</th>\n      <th>Club_Sunderland</th>\n      <th>Club_Suwon Samsung Bluewings</th>\n      <th>Club_Swansea City</th>\n      <th>Club_Swindon Town</th>\n      <th>Club_Sydney FC</th>\n      <th>Club_SønderjyskE</th>\n      <th>Club_TSG 1899 Hoffenheim</th>\n      <th>Club_TSV 1860 München</th>\n      <th>Club_TSV Hartberg</th>\n      <th>Club_Tianjin Quanjian FC</th>\n      <th>Club_Tianjin TEDA FC</th>\n      <th>Club_Tiburones Rojos de Veracruz</th>\n      <th>Club_Tigres U.A.N.L.</th>\n      <th>Club_Torino</th>\n      <th>Club_Toronto FC</th>\n      <th>Club_Tottenham Hotspur</th>\n      <th>Club_Toulouse Football Club</th>\n      <th>Club_Trabzonspor</th>\n      <th>Club_Tranmere Rovers</th>\n      <th>Club_Trelleborgs FF</th>\n      <th>Club_Tromsø IL</th>\n      <th>Club_U.N.A.M.</th>\n      <th>Club_UD Almería</th>\n      <th>Club_UD Las Palmas</th>\n      <th>Club_US Cremonese</th>\n      <th>Club_US Orléans Loiret Football</th>\n      <th>Club_US Salernitana 1919</th>\n      <th>Club_Udinese</th>\n      <th>Club_Ulsan Hyundai FC</th>\n      <th>Club_Universidad Católica</th>\n      <th>Club_Universidad de Chile</th>\n      <th>Club_Unión Española</th>\n      <th>Club_Unión La Calera</th>\n      <th>Club_Unión de Santa Fe</th>\n      <th>Club_Urawa Red Diamonds</th>\n      <th>Club_V-Varen Nagasaki</th>\n      <th>Club_VVV-Venlo</th>\n      <th>Club_Valencia CF</th>\n      <th>Club_Valenciennes FC</th>\n      <th>Club_Vancouver Whitecaps FC</th>\n      <th>Club_Vegalta Sendai</th>\n      <th>Club_Vejle Boldklub</th>\n      <th>Club_Vendsyssel FF</th>\n      <th>Club_Venezia FC</th>\n      <th>Club_VfB Stuttgart</th>\n      <th>Club_VfL Bochum 1848</th>\n      <th>Club_VfL Osnabrück</th>\n      <th>Club_VfL Sportfreunde Lotte</th>\n      <th>Club_VfL Wolfsburg</th>\n      <th>Club_VfR Aalen</th>\n      <th>Club_Viktoria Plzeň</th>\n      <th>Club_Villarreal CF</th>\n      <th>Club_Vissel Kobe</th>\n      <th>Club_Vitesse</th>\n      <th>Club_Vitória</th>\n      <th>Club_Vitória Guimarães</th>\n      <th>Club_Vitória de Setúbal</th>\n      <th>Club_Vålerenga Fotball</th>\n      <th>Club_Vélez Sarsfield</th>\n      <th>Club_Waasland-Beveren</th>\n      <th>Club_Walsall</th>\n      <th>Club_Waterford FC</th>\n      <th>Club_Watford</th>\n      <th>Club_Wellington Phoenix</th>\n      <th>Club_West Bromwich Albion</th>\n      <th>Club_West Ham United</th>\n      <th>Club_Western Sydney Wanderers</th>\n      <th>Club_Wigan Athletic</th>\n      <th>Club_Willem II</th>\n      <th>Club_Wisła Kraków</th>\n      <th>Club_Wisła Płock</th>\n      <th>Club_Wolfsberger AC</th>\n      <th>Club_Wolverhampton Wanderers</th>\n      <th>Club_Wycombe Wanderers</th>\n      <th>Club_Yeni Malatyaspor</th>\n      <th>Club_Yeovil Town</th>\n      <th>Club_Yokohama F. Marinos</th>\n      <th>Club_Zagłębie Lubin</th>\n      <th>Club_Zagłębie Sosnowiec</th>\n      <th>Club_Çaykur Rizespor</th>\n      <th>Club_Örebro SK</th>\n      <th>Club_Östersunds FK</th>\n      <th>Club_Śląsk Wrocław</th>\n      <th>Position_CAM</th>\n      <th>Position_CB</th>\n      <th>Position_CDM</th>\n      <th>Position_CF</th>\n      <th>Position_CM</th>\n      <th>Position_GK</th>\n      <th>Position_LAM</th>\n      <th>Position_LB</th>\n      <th>Position_LCB</th>\n      <th>Position_LCM</th>\n      <th>Position_LDM</th>\n      <th>Position_LF</th>\n      <th>Position_LM</th>\n      <th>Position_LS</th>\n      <th>Position_LW</th>\n      <th>Position_LWB</th>\n      <th>Position_RAM</th>\n      <th>Position_RB</th>\n      <th>Position_RCB</th>\n      <th>Position_RCM</th>\n      <th>Position_RDM</th>\n      <th>Position_RF</th>\n      <th>Position_RM</th>\n      <th>Position_RS</th>\n      <th>Position_RW</th>\n      <th>Position_RWB</th>\n      <th>Position_ST</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>12681</th>\n      <td>32</td>\n      <td>63</td>\n      <td>63</td>\n      <td>2000.0</td>\n      <td>1.0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      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<td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>8124</th>\n      <td>28</td>\n      <td>67</td>\n      <td>67</td>\n      <td>2000.0</td>\n      <td>1.0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>14189</th>\n      <td>19</td>\n      <td>61</td>\n      <td>74</td>\n      <td>1000.0</td>\n      <td>1.0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>2647</th>\n      <td>37</td>\n      <td>73</td>\n      <td>73</td>\n      <td>7000.0</td>\n      <td>2.0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>3239</th>\n      <td>24</td>\n      <td>72</td>\n      <td>79</td>\n      <td>45000.0</td>\n      <td>1.0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>8884</th>\n      <td>32</td>\n      <td>66</td>\n      <td>66</td>\n      <td>1000.0</td>\n      <td>1.0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>1098</th>\n      <td>21</td>\n      <td>77</td>\n      <td>85</td>\n      <td>39000.0</td>\n      <td>1.0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n    </tr>\n    <tr>\n      <th>7431</th>\n      <td>27</td>\n      <td>68</td>\n      <td>68</td>\n      <td>7000.0</td>\n      <td>1.0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>10996</th>\n      <td>23</td>\n      <td>64</td>\n      <td>73</td>\n      <td>1000.0</td>\n      <td>1.0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n    </tr>\n    <tr>\n      <th>16867</th>\n      <td>23</td>\n      <td>56</td>\n      <td>65</td>\n      <td>3000.0</td>\n      <td>1.0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>1</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n      <td>0</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
     },
     "metadata": {},
     "execution_count": 23
    }
   ],
   "source": [
    "X_test.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "Valor de J. Augustin: 13500000.0\n"
     ]
    }
   ],
   "source": [
    "print(\"Valor de \" + str(name[1098]) + \": \" + str(Y_test[1098]))"
   ]
  },
  {
   "source": [
    "- Finalmente, calcularemos algunas métricas para saber si nuestro modelo es suficientemente bueno y preciso o no¨:\n",
    "\n",
    "    - En primer lugar, R² (coeficiente de determinación) --> Este coeficiente nos dice la calidad del modelo para replicar los resultados y la proporción de variación de éstos. Este valor está comprendido entre 0 y 1, aunque puede tener un valor negativo. Cuanto más se acerque a 1, mejor. En caso de valor negativo, el modelo es erróneo, por lo que conviene revisarlo y modificarlo para aumentar el valor de R². Se puede usar tanto la función r2_score de sklearn.metrics o la función score de la regresión lineal.\n",
    "\n",
    "    - Acto seguido, calcularemos el error cuadrático medio. Esta métrica mide el promedio de los errores al cuadrado, es decir, la diferencia entre el valor a predecir y el valor real. En resumidas cuentas, cuantifica la diferencia en un conjunto de valores. Por lo tanto, cuanto más pequeño sea, más cercanos son los valores predichos y observados. Utilizaremos la funcíon mean_sqaured_error de sklearn.metrics.\n",
    "    \n",
    "    - Finalmente, obtendremos la varianza explicada. Esta métrica mide la proporción en la que un modelo explica la dispersión de un conjunto de datos. En esta métrica se fundamenta el coef. de determinación antes mencionado, por lo que también está comprendido en valores entre 0 y 1, siendo 1 el mejor valor y, cualquier valor negativo, el resultado de un mal modelo. "
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "El coeficiente de determinación (r2_score) de nuestro modelo es de 0.8624518295689705\nEl coeficiente de determinación (LinearRegression.score de nuestro modelo es de 0.8624518295689705\n"
     ]
    }
   ],
   "source": [
    "pred_lr = r2_score(Y_test, predsTest)\n",
    "score = reg.score(X_test, Y_test)\n",
    "\n",
    "print(\"El coeficiente de determinación (r2_score) de nuestro modelo es de \" + str(pred_lr))\n",
    "print(\"El coeficiente de determinación (LinearRegression.score de nuestro modelo es de \" + str(score))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "El error cuadrático medio de nuestro modelo es de 4647346535077.074\n"
     ]
    }
   ],
   "source": [
    "pred_lr = mean_squared_error(predsTest, Y_test)\n",
    "\n",
    "print(\"El error cuadrático medio de nuestro modelo es de \" + str(pred_lr))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "La varianza explicada de nuestro modelo es del 0.8456979318325656\n"
     ]
    }
   ],
   "source": [
    "pred_lr = explained_variance_score(predsTest, Y_test)\n",
    "\n",
    "print(\"La varianza explicada de nuestro modelo es del \" + str(pred_lr))"
   ]
  }
 ]
}