NBAStatsWriteToGoogle.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: nba_api in c:\\users\\gcher\\anaconda3\\lib\\site-packages (1.1.8)\n",
      "Requirement already satisfied: requests in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from nba_api) (2.22.0)\n",
      "Requirement already satisfied: chardet<3.1.0,>=3.0.2 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from requests->nba_api) (3.0.4)\n",
      "Requirement already satisfied: idna<2.9,>=2.5 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from requests->nba_api) (2.8)\n",
      "Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from requests->nba_api) (1.25.8)\n",
      "Requirement already satisfied: certifi>=2017.4.17 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from requests->nba_api) (2019.11.28)\n",
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "pip install nba_api"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of players fetched: 4501\n"
     ]
    }
   ],
   "source": [
    "from nba_api.stats.static import players\n",
    "nba_players = players.get_players()\n",
    "print('Number of players fetched: {}'.format(len(nba_players)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "4501"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "year = \"2021-22\" #Can change this to any specific season with format example: 2017-18\n",
    "name = \"\"\n",
    "fantasyStats = []\n",
    "count = 0\n",
    "from nba_api.stats.endpoints import playercareerstats\n",
    "playerIDs = []\n",
    "#Retieve every single NBA player ID for all past and present NBA players\n",
    "for player in nba_players:\n",
    "    playerIDs.append(str(player.get(\"id\")))\n",
    "len(playerIDs)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [],
   "source": [
    "headers = {\n",
    "    'Host': 'stats.nba.com',\n",
    "    'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:61.0) Gecko/20100101 Firefox/61.0',\n",
    "    'Accept': 'application/json, text/plain, */*',\n",
    "    'Accept-Language': 'en-US,en;q=0.5',\n",
    "    'Referer': 'https://stats.nba.com/',\n",
    "    'Accept-Encoding': 'gzip, deflate, br',\n",
    "    'Connection': 'keep-alive',\n",
    "} #Headers for the player stats api call"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Compiles the player stats for a specific season for each player\n",
    "def stats(player,count):\n",
    "    career = playercareerstats.PlayerCareerStats(player_id=playerIDs[player])\n",
    "    careerdict = career.get_dict()\n",
    "    fantasyStatsTemp = []\n",
    "    Team = \"\"\n",
    "    GP = 0\n",
    "    PPG = 0\n",
    "    APG = 0\n",
    "    RPG = 0\n",
    "    BPG = 0\n",
    "    TOPG = 0\n",
    "    FGPercent = 0\n",
    "    FTPercent = 0\n",
    "    ThreesPG = 0\n",
    "    FER = 0 \n",
    "    #These are weights calculated based on previous fantasy stats data to represent the importance or weight of each stat in fasntasy basketball\n",
    "    APGWeight = 5.02\n",
    "    RPGWeight = 2.7\n",
    "    SPGWeight = 17.41\n",
    "    BPGWeight = 19.19\n",
    "    ThreesPGWeight = 10.27\n",
    "    FGPercentWeight = 30.271\n",
    "    FTPercentWeight = 48.803\n",
    "    TOPGWeight = -10.44\n",
    "    \n",
    "    for key in careerdict:\n",
    "        if key == \"resultSets\":\n",
    "            item = careerdict[\"resultSets\"]\n",
    "        \n",
    "    for key2 in item[0]:\n",
    "        if key2 == \"rowSet\":\n",
    "            newItem = item[0]\n",
    "            seasons = newItem[\"rowSet\"]\n",
    "            for season in seasons:\n",
    "                if season[1] == year:\n",
    "                    for player in nba_players:\n",
    "                        if player.get(\"id\") == season[0]:\n",
    "                            name = player.get(\"full_name\")\n",
    "                    #Retrieve relevant player data and append into a temporary list which is then appended to a 2D list with other players\n",
    "                    Team = season[4]\n",
    "                    GP = season[6]\n",
    "                    PPG = season[26]/GP\n",
    "                    APG = season[21]/GP\n",
    "                    RPG = season[20]/GP\n",
    "                    SPG = season[22]/GP\n",
    "                    BPG = season[23]/GP\n",
    "                    TOPG = season[24]/GP\n",
    "                    FGPercent = season[11]\n",
    "                    FTPercent = season[17]\n",
    "                    ThreesPG = season[12]/GP\n",
    "                    FER = PPG + APG * APGWeight + RPG * RPGWeight + SPG * SPGWeight + BPG * BPGWeight + ThreesPG * ThreesPGWeight + FGPercent * FGPercentWeight + FTPercent * FTPercentWeight + TOPG * TOPGWeight\n",
    "                    fantasyStatsTemp.append(name)\n",
    "                    fantasyStatsTemp.append(Team)\n",
    "                    fantasyStatsTemp.append(GP)\n",
    "                    fantasyStatsTemp.append(PPG)\n",
    "                    fantasyStatsTemp.append(APG)\n",
    "                    fantasyStatsTemp.append(RPG)\n",
    "                    fantasyStatsTemp.append(SPG)\n",
    "                    fantasyStatsTemp.append(BPG)\n",
    "                    fantasyStatsTemp.append(TOPG)\n",
    "                    fantasyStatsTemp.append(FGPercent)\n",
    "                    fantasyStatsTemp.append(FTPercent)\n",
    "                    fantasyStatsTemp.append(ThreesPG)\n",
    "                    fantasyStatsTemp.append(FER)\n",
    "                    fantasyStats.append(fantasyStatsTemp)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {},
   "outputs": [],
   "source": [
    "for count in range(len(playerIDs)):\n",
    "    stats(count,count)\n",
    "    playerIDs.remove(playerIDs[count])\n",
    "    print(len(playerIDs))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0"
      ]
     },
     "execution_count": 79,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(fantasyStats)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0"
      ]
     },
     "execution_count": 80,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(playerIDs) #When this list is empty that means all players from that season were added to the fantasyStats list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0"
      ]
     },
     "execution_count": 81,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "count = -1\n",
    "size = len(fantasyStats)-1\n",
    "\n",
    "#Loop through the fantasyStats list and check for players with multiple entries per season due to trade\n",
    "for player in fantasyStats:\n",
    "    count += 1\n",
    "    if player[-12] == \"TOT\":\n",
    "        Totals = []\n",
    "        Totals.append(player[-13])\n",
    "        Totals.append(player[-25])\n",
    "        Totals.append(player[-11])\n",
    "        Totals.append(player[-10])\n",
    "        Totals.append(player[-9])\n",
    "        Totals.append(player[-8])\n",
    "        Totals.append(player[-7])\n",
    "        Totals.append(player[-6])\n",
    "        Totals.append(player[-5])\n",
    "        Totals.append(player[-4])\n",
    "        Totals.append(player[-3])\n",
    "        Totals.append(player[-2])\n",
    "        Totals.append(player[-1])\n",
    "        fantasyStats.remove(fantasyStats[count])\n",
    "        fantasyStats.append(Totals) #Append the players totals with his last team of the season and remove the previous entry\n",
    "\n",
    "count = 0\n",
    "for count in range(size-1):\n",
    "    if fantasyStats[count][0] == fantasyStats[count+1][0]:\n",
    "        fantasyStats.remove(fantasyStats[count])\n",
    "        count = count - 1\n",
    "        \n",
    "len(fantasyStats)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {},
   "outputs": [],
   "source": [
    "def split(arr,low,high): \n",
    "    i = (low-1)         #Index of smaller element \n",
    "    splitPoint = arr[high][-1]     \n",
    "  \n",
    "    for j in range(low,high): \n",
    "        if   arr[j][-1] <= splitPoint: \n",
    "            # increment index of smaller element \n",
    "            i = i+1 \n",
    "            arr[i],arr[j] = arr[j],arr[i] \n",
    "  \n",
    "    arr[i+1],arr[high] = arr[high],arr[i+1] \n",
    "    return (i+1) \n",
    "\n",
    "def quickSort(arr,low,high): \n",
    "    if low < high: \n",
    "  \n",
    "        splitIndex = split(arr,low,high) \n",
    "        quickSort(arr, low, splitIndex-1) \n",
    "        quickSort(arr, splitIndex, high) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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       " ['Damian Lillard',\n",
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       " ['Kawhi Leonard',\n",
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       " ['Jimmy Butler',\n",
       "  'MIA',\n",
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       "  158.74186830769233],\n",
       " ['CJ McCollum',\n",
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       "  158.42874974468086],\n",
       " ['Giannis Antetokounmpo',\n",
       "  'MIL',\n",
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       "  157.24835236065576],\n",
       " ['Jayson Tatum',\n",
       "  'BOS',\n",
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       "  0.868,\n",
       "  2.921875,\n",
       "  156.06492425000002],\n",
       " ['Luka Doncic',\n",
       "  'DAL',\n",
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       "  155.31569596969695],\n",
       " ['Chris Paul',\n",
       "  'PHX',\n",
       "  70,\n",
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       "  0.499,\n",
       "  0.934,\n",
       "  1.457142857142857,\n",
       "  155.27208814285714],\n",
       " ['Kristaps Porzingis',\n",
       "  'DAL',\n",
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       "  152.88044472093023],\n",
       " ['Lonzo Ball',\n",
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       "  152.52460972727272],\n",
       " ['Rudy Gobert',\n",
       "  'UTA',\n",
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       "  151.74367287323946],\n",
       " ['Russell Westbrook',\n",
       "  'WAS',\n",
       "  65,\n",
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       "  0.656,\n",
       "  1.323076923076923,\n",
       "  151.72004469230768],\n",
       " ['Jrue Holiday',\n",
       "  'MIL',\n",
       "  59,\n",
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       "  0.503,\n",
       "  0.787,\n",
       "  1.88135593220339,\n",
       "  151.214274],\n",
       " ['Joel Embiid',\n",
       "  'PHI',\n",
       "  51,\n",
       "  28.45098039215686,\n",
       "  2.843137254901961,\n",
       "  10.568627450980392,\n",
       "  0.9803921568627451,\n",
       "  1.3529411764705883,\n",
       "  3.1176470588235294,\n",
       "  0.513,\n",
       "  0.859,\n",
       "  1.1372549019607843,\n",
       "  150.87256470588233],\n",
       " ['Paul George',\n",
       "  'LAC',\n",
       "  54,\n",
       "  23.314814814814813,\n",
       "  5.185185185185185,\n",
       "  6.648148148148148,\n",
       "  1.1481481481481481,\n",
       "  0.4444444444444444,\n",
       "  3.314814814814815,\n",
       "  0.467,\n",
       "  0.868,\n",
       "  3.1666666666666665,\n",
       "  150.22515359259256],\n",
       " ['Terry Rozier',\n",
       "  'CHA',\n",
       "  69,\n",
       "  20.391304347826086,\n",
       "  4.246376811594203,\n",
       "  4.3768115942028984,\n",
       "  1.2608695652173914,\n",
       "  0.37681159420289856,\n",
       "  1.855072463768116,\n",
       "  0.45,\n",
       "  0.817,\n",
       "  3.217391304347826,\n",
       "  149.87791404347826],\n",
       " ['Anthony Davis',\n",
       "  'LAL',\n",
       "  36,\n",
       "  21.833333333333332,\n",
       "  3.0555555555555554,\n",
       "  7.944444444444445,\n",
       "  1.25,\n",
       "  1.6388888888888888,\n",
       "  2.0555555555555554,\n",
       "  0.491,\n",
       "  0.738,\n",
       "  0.7222222222222222,\n",
       "  148.6718972222222],\n",
       " ['LeBron James',\n",
       "  'LAL',\n",
       "  45,\n",
       "  25.022222222222222,\n",
       "  7.777777777777778,\n",
       "  7.688888888888889,\n",
       "  1.0666666666666667,\n",
       "  0.5555555555555556,\n",
       "  3.7333333333333334,\n",
       "  0.513,\n",
       "  0.698,\n",
       "  2.311111111111111,\n",
       "  148.41107255555553],\n",
       " ['Kyle Lowry',\n",
       "  'TOR',\n",
       "  46,\n",
       "  17.195652173913043,\n",
       "  7.3478260869565215,\n",
       "  5.369565217391305,\n",
       "  0.9782608695652174,\n",
       "  0.30434782608695654,\n",
       "  2.739130434782609,\n",
       "  0.436,\n",
       "  0.875,\n",
       "  2.847826086956522,\n",
       "  148.00295491304348],\n",
       " ['Bogdan Bogdanovic',\n",
       "  'ATL',\n",
       "  44,\n",
       "  16.363636363636363,\n",
       "  3.340909090909091,\n",
       "  3.6363636363636362,\n",
       "  1.1136363636363635,\n",
       "  0.29545454545454547,\n",
       "  1.2272727272727273,\n",
       "  0.473,\n",
       "  0.909,\n",
       "  3.3181818181818183,\n",
       "  147.95647363636365],\n",
       " ['Donovan Mitchell',\n",
       "  'UTA',\n",
       "  53,\n",
       "  26.433962264150942,\n",
       "  5.226415094339623,\n",
       "  4.433962264150943,\n",
       "  0.9811320754716981,\n",
       "  0.2830188679245283,\n",
       "  2.7735849056603774,\n",
       "  0.438,\n",
       "  0.845,\n",
       "  3.358490566037736,\n",
       "  147.18761035849056],\n",
       " ['Malcolm Brogdon',\n",
       "  'IND',\n",
       "  56,\n",
       "  21.178571428571427,\n",
       "  5.875,\n",
       "  5.25,\n",
       "  0.875,\n",
       "  0.26785714285714285,\n",
       "  2.0535714285714284,\n",
       "  0.453,\n",
       "  0.864,\n",
       "  2.5892857142857144,\n",
       "  146.25123357142857],\n",
       " ['Buddy Hield',\n",
       "  'SAC',\n",
       "  71,\n",
       "  16.56338028169014,\n",
       "  3.619718309859155,\n",
       "  4.704225352112676,\n",
       "  0.8873239436619719,\n",
       "  0.4225352112676056,\n",
       "  1.8309859154929577,\n",
       "  0.406,\n",
       "  0.846,\n",
       "  3.971830985915493,\n",
       "  146.24511047887322],\n",
       " ['Al Horford',\n",
       "  'OKC',\n",
       "  28,\n",
       "  14.214285714285714,\n",
       "  3.357142857142857,\n",
       "  6.714285714285714,\n",
       "  0.8928571428571429,\n",
       "  0.9285714285714286,\n",
       "  1.0357142857142858,\n",
       "  0.45,\n",
       "  0.818,\n",
       "  2.0,\n",
       "  145.8295897142857],\n",
       " ['Jamal Murray',\n",
       "  'DEN',\n",
       "  48,\n",
       "  21.208333333333332,\n",
       "  4.8125,\n",
       "  4.041666666666667,\n",
       "  1.3333333333333333,\n",
       "  0.2708333333333333,\n",
       "  2.25,\n",
       "  0.477,\n",
       "  0.869,\n",
       "  2.6875,\n",
       "  145.64990733333332],\n",
       " ['Mike Conley',\n",
       "  'UTA',\n",
       "  51,\n",
       "  16.215686274509803,\n",
       "  5.980392156862745,\n",
       "  3.4705882352941178,\n",
       "  1.3725490196078431,\n",
       "  0.17647058823529413,\n",
       "  1.9411764705882353,\n",
       "  0.444,\n",
       "  0.852,\n",
       "  2.7058823529411766,\n",
       "  145.43440156862744],\n",
       " ['Kemba Walker',\n",
       "  'BOS',\n",
       "  43,\n",
       "  19.27906976744186,\n",
       "  4.930232558139535,\n",
       "  3.953488372093023,\n",
       "  1.1162790697674418,\n",
       "  0.27906976744186046,\n",
       "  2.046511627906977,\n",
       "  0.42,\n",
       "  0.899,\n",
       "  2.953488372093023,\n",
       "  145.04748444186046],\n",
       " ['Robert Covington',\n",
       "  'POR',\n",
       "  70,\n",
       "  8.471428571428572,\n",
       "  1.6714285714285715,\n",
       "  6.6571428571428575,\n",
       "  1.4428571428571428,\n",
       "  1.2,\n",
       "  0.9142857142857143,\n",
       "  0.401,\n",
       "  0.806,\n",
       "  1.9285714285714286,\n",
       "  144.7196032857143],\n",
       " ['Chris Boucher',\n",
       "  'TOR',\n",
       "  60,\n",
       "  13.633333333333333,\n",
       "  1.05,\n",
       "  6.733333333333333,\n",
       "  0.5833333333333334,\n",
       "  1.85,\n",
       "  0.7666666666666667,\n",
       "  0.514,\n",
       "  0.788,\n",
       "  1.5,\n",
       "  144.15872466666667],\n",
       " ['Caris LeVert',\n",
       "  'IND',\n",
       "  47,\n",
       "  20.170212765957448,\n",
       "  5.212765957446808,\n",
       "  4.553191489361702,\n",
       "  1.4042553191489362,\n",
       "  0.6382978723404256,\n",
       "  2.1702127659574466,\n",
       "  0.441,\n",
       "  0.811,\n",
       "  1.7872340425531914,\n",
       "  143.9555525106383],\n",
       " ['Zach LaVine',\n",
       "  'CHI',\n",
       "  58,\n",
       "  27.43103448275862,\n",
       "  4.862068965517241,\n",
       "  4.982758620689655,\n",
       "  0.7931034482758621,\n",
       "  0.46551724137931033,\n",
       "  3.5,\n",
       "  0.507,\n",
       "  0.849,\n",
       "  3.4482758620689653,\n",
       "  143.68821296551724],\n",
       " ['Julius Randle',\n",
       "  'NYK',\n",
       "  71,\n",
       "  24.112676056338028,\n",
       "  6.014084507042254,\n",
       "  10.19718309859155,\n",
       "  0.9014084507042254,\n",
       "  0.2535211267605634,\n",
       "  3.3943661971830985,\n",
       "  0.456,\n",
       "  0.811,\n",
       "  2.2535211267605635,\n",
       "  143.48365407042252],\n",
       " ['Michael Porter Jr.',\n",
       "  'DEN',\n",
       "  61,\n",
       "  19.049180327868854,\n",
       "  1.1475409836065573,\n",
       "  7.295081967213115,\n",
       "  0.6557377049180327,\n",
       "  0.8852459016393442,\n",
       "  1.2622950819672132,\n",
       "  0.542,\n",
       "  0.791,\n",
       "  2.7868852459016393,\n",
       "  143.36382549180325],\n",
       " ['Clint Capela',\n",
       "  'ATL',\n",
       "  63,\n",
       "  15.174603174603174,\n",
       "  0.7777777777777778,\n",
       "  14.333333333333334,\n",
       "  0.6984126984126984,\n",
       "  2.0476190476190474,\n",
       "  1.1587301587301588,\n",
       "  0.594,\n",
       "  0.573,\n",
       "  0.0,\n",
       "  143.08017236507933],\n",
       " ['Domantas Sabonis',\n",
       "  'IND',\n",
       "  62,\n",
       "  20.322580645161292,\n",
       "  6.693548387096774,\n",
       "  11.96774193548387,\n",
       "  1.2258064516129032,\n",
       "  0.532258064516129,\n",
       "  3.435483870967742,\n",
       "  0.535,\n",
       "  0.732,\n",
       "  0.8387096774193549,\n",
       "  142.45829712903225],\n",
       " ['Draymond Green',\n",
       "  'GSW',\n",
       "  63,\n",
       "  7.0476190476190474,\n",
       "  8.857142857142858,\n",
       "  7.111111111111111,\n",
       "  1.6666666666666667,\n",
       "  0.8253968253968254,\n",
       "  2.984126984126984,\n",
       "  0.447,\n",
       "  0.795,\n",
       "  0.5396825396825397,\n",
       "  142.28428390476188],\n",
       " ['Jaylen Brown',\n",
       "  'BOS',\n",
       "  58,\n",
       "  24.655172413793103,\n",
       "  3.3620689655172415,\n",
       "  5.982758620689655,\n",
       "  1.2413793103448276,\n",
       "  0.5517241379310345,\n",
       "  2.7241379310344827,\n",
       "  0.484,\n",
       "  0.764,\n",
       "  2.810344827586207,\n",
       "  142.24510427586208],\n",
       " [\"De'Aaron Fox\",\n",
       "  'SAC',\n",
       "  58,\n",
       "  25.189655172413794,\n",
       "  7.189655172413793,\n",
       "  3.5,\n",
       "  1.5,\n",
       "  0.46551724137931033,\n",
       "  3.0,\n",
       "  0.477,\n",
       "  0.719,\n",
       "  1.7758620689655173,\n",
       "  142.22672744827588],\n",
       " ['OG Anunoby',\n",
       "  'TOR',\n",
       "  43,\n",
       "  15.86046511627907,\n",
       "  2.186046511627907,\n",
       "  5.511627906976744,\n",
       "  1.5348837209302326,\n",
       "  0.7441860465116279,\n",
       "  1.744186046511628,\n",
       "  0.48,\n",
       "  0.784,\n",
       "  2.4186046511627906,\n",
       "  142.1404692093023],\n",
       " ['Tobias Harris',\n",
       "  'PHI',\n",
       "  62,\n",
       "  19.516129032258064,\n",
       "  3.5483870967741935,\n",
       "  6.758064516129032,\n",
       "  0.8870967741935484,\n",
       "  0.8225806451612904,\n",
       "  1.7258064516129032,\n",
       "  0.512,\n",
       "  0.892,\n",
       "  1.3225806451612903,\n",
       "  141.40199574193548],\n",
       " ['Bradley Beal',\n",
       "  'WAS',\n",
       "  60,\n",
       "  31.3,\n",
       "  4.416666666666667,\n",
       "  4.716666666666667,\n",
       "  1.15,\n",
       "  0.36666666666666664,\n",
       "  3.1166666666666667,\n",
       "  0.485,\n",
       "  0.889,\n",
       "  2.1666666666666665,\n",
       "  141.04546866666664],\n",
       " ['Jaren Jackson Jr.',\n",
       "  'MEM',\n",
       "  11,\n",
       "  14.363636363636363,\n",
       "  1.0909090909090908,\n",
       "  5.636363636363637,\n",
       "  1.0909090909090908,\n",
       "  1.6363636363636365,\n",
       "  1.3636363636363635,\n",
       "  0.424,\n",
       "  0.833,\n",
       "  1.5454545454545454,\n",
       "  140.57598481818184],\n",
       " ['Brandon Ingram',\n",
       "  'NOP',\n",
       "  61,\n",
       "  23.770491803278688,\n",
       "  4.852459016393443,\n",
       "  4.901639344262295,\n",
       "  0.6885245901639344,\n",
       "  0.5901639344262295,\n",
       "  2.5245901639344264,\n",
       "  0.466,\n",
       "  0.878,\n",
       "  2.3442622950819674,\n",
       "  139.3508937704918],\n",
       " ['Bam Adebayo',\n",
       "  'MIA',\n",
       "  64,\n",
       "  18.703125,\n",
       "  5.40625,\n",
       "  8.953125,\n",
       "  1.171875,\n",
       "  1.03125,\n",
       "  2.640625,\n",
       "  0.57,\n",
       "  0.799,\n",
       "  0.03125,\n",
       "  139.20884825],\n",
       " ['Pascal Siakam',\n",
       "  'TOR',\n",
       "  56,\n",
       "  21.357142857142858,\n",
       "  4.464285714285714,\n",
       "  7.232142857142857,\n",
       "  1.1428571428571428,\n",
       "  0.6607142857142857,\n",
       "  2.3214285714285716,\n",
       "  0.455,\n",
       "  0.827,\n",
       "  1.3035714285714286,\n",
       "  139.1562431428571],\n",
       " ['Mikal Bridges',\n",
       "  'PHX',\n",
       "  72,\n",
       "  13.472222222222221,\n",
       "  2.111111111111111,\n",
       "  4.291666666666667,\n",
       "  1.0555555555555556,\n",
       "  0.875,\n",
       "  0.7916666666666666,\n",
       "  0.543,\n",
       "  0.84,\n",
       "  1.8611111111111112,\n",
       "  139.10625633333333],\n",
       " ['Khris Middleton',\n",
       "  'MIL',\n",
       "  68,\n",
       "  20.36764705882353,\n",
       "  5.4411764705882355,\n",
       "  5.970588235294118,\n",
       "  1.088235294117647,\n",
       "  0.1323529411764706,\n",
       "  2.6176470588235294,\n",
       "  0.476,\n",
       "  0.898,\n",
       "  2.2205882352941178,\n",
       "  139.00026647058826],\n",
       " ['Christian Wood',\n",
       "  'HOU',\n",
       "  41,\n",
       "  20.975609756097562,\n",
       "  1.7317073170731707,\n",
       "  9.634146341463415,\n",
       "  0.8292682926829268,\n",
       "  1.170731707317073,\n",
       "  1.951219512195122,\n",
       "  0.514,\n",
       "  0.631,\n",
       "  1.8780487804878048,\n",
       "  137.85569431707316],\n",
       " ['Derrick White',\n",
       "  'SAS',\n",
       "  36,\n",
       "  15.36111111111111,\n",
       "  3.5277777777777777,\n",
       "  2.9722222222222223,\n",
       "  0.7222222222222222,\n",
       "  1.0,\n",
       "  1.25,\n",
       "  0.411,\n",
       "  0.851,\n",
       "  2.3333333333333335,\n",
       "  137.74551177777778],\n",
       " ['Trae Young',\n",
       "  'ATL',\n",
       "  63,\n",
       "  25.3015873015873,\n",
       "  9.428571428571429,\n",
       "  3.888888888888889,\n",
       "  0.8412698412698413,\n",
       "  0.19047619047619047,\n",
       "  4.142857142857143,\n",
       "  0.438,\n",
       "  0.886,\n",
       "  2.1587301587301586,\n",
       "  136.85164806349206],\n",
       " ['Gordon Hayward',\n",
       "  'CHA',\n",
       "  44,\n",
       "  19.613636363636363,\n",
       "  4.113636363636363,\n",
       "  5.863636363636363,\n",
       "  1.1818181818181819,\n",
       "  0.3181818181818182,\n",
       "  2.0681818181818183,\n",
       "  0.473,\n",
       "  0.843,\n",
       "  1.9318181818181819,\n",
       "  136.48433927272728],\n",
       " ['Kyle Anderson',\n",
       "  'MEM',\n",
       "  69,\n",
       "  12.376811594202898,\n",
       "  3.6231884057971016,\n",
       "  5.739130434782608,\n",
       "  1.2173913043478262,\n",
       "  0.8260869565217391,\n",
       "  1.2463768115942029,\n",
       "  0.468,\n",
       "  0.783,\n",
       "  1.3623188405797102,\n",
       "  136.46667844927535],\n",
       " [\"Devonte' Graham\",\n",
       "  'CHA',\n",
       "  55,\n",
       "  14.836363636363636,\n",
       "  5.363636363636363,\n",
       "  2.690909090909091,\n",
       "  0.8727272727272727,\n",
       "  0.10909090909090909,\n",
       "  1.5272727272727273,\n",
       "  0.377,\n",
       "  0.842,\n",
       "  3.2545454545454544,\n",
       "  136.29865663636363],\n",
       " ['Shai Gilgeous-Alexander',\n",
       "  'OKC',\n",
       "  35,\n",
       "  23.714285714285715,\n",
       "  5.914285714285715,\n",
       "  4.742857142857143,\n",
       "  0.7714285714285715,\n",
       "  0.6571428571428571,\n",
       "  3.0285714285714285,\n",
       "  0.508,\n",
       "  0.808,\n",
       "  2.0285714285714285,\n",
       "  136.276492],\n",
       " ['Marcus Smart',\n",
       "  'BOS',\n",
       "  48,\n",
       "  13.0625,\n",
       "  5.6875,\n",
       "  3.4791666666666665,\n",
       "  1.5,\n",
       "  0.4791666666666667,\n",
       "  2.0,\n",
       "  0.398,\n",
       "  0.79,\n",
       "  1.9375,\n",
       "  135.93806133333334],\n",
       " ['Jerami Grant',\n",
       "  'DET',\n",
       "  54,\n",
       "  22.314814814814813,\n",
       "  2.814814814814815,\n",
       "  4.62962962962963,\n",
       "  0.6481481481481481,\n",
       "  1.0740740740740742,\n",
       "  2.0185185185185186,\n",
       "  0.429,\n",
       "  0.845,\n",
       "  2.1296296296296298,\n",
       "  135.8636828888889],\n",
       " ['Victor Oladipo',\n",
       "  'MIA',\n",
       "  33,\n",
       "  19.757575757575758,\n",
       "  4.575757575757576,\n",
       "  4.848484848484849,\n",
       "  1.393939393939394,\n",
       "  0.42424242424242425,\n",
       "  2.515151515151515,\n",
       "  0.408,\n",
       "  0.754,\n",
       "  2.3636363636363638,\n",
       "  135.3928784848485],\n",
       " ['Malik Beasley',\n",
       "  'MIN',\n",
       "  37,\n",
       "  19.56756756756757,\n",
       "  2.3783783783783785,\n",
       "  4.378378378378378,\n",
       "  0.8108108108108109,\n",
       "  0.1891891891891892,\n",
       "  1.6216216216216217,\n",
       "  0.44,\n",
       "  0.85,\n",
       "  3.4594594594594597,\n",
       "  134.47611432432433],\n",
       " [\"D'Angelo Russell\",\n",
       "  'MIN',\n",
       "  42,\n",
       "  18.952380952380953,\n",
       "  5.809523809523809,\n",
       "  2.642857142857143,\n",
       "  1.0714285714285714,\n",
       "  0.42857142857142855,\n",
       "  2.6666666666666665,\n",
       "  0.431,\n",
       "  0.765,\n",
       "  2.857142857142857,\n",
       "  134.01371504761903],\n",
       " ['Dejounte Murray',\n",
       "  'SAS',\n",
       "  67,\n",
       "  15.686567164179104,\n",
       "  5.417910447761194,\n",
       "  7.059701492537314,\n",
       "  1.507462686567164,\n",
       "  0.1044776119402985,\n",
       "  1.7462686567164178,\n",
       "  0.453,\n",
       "  0.791,\n",
       "  0.9402985074626866,\n",
       "  133.9372792835821],\n",
       " ['Evan Fournier',\n",
       "  'BOS',\n",
       "  42,\n",
       "  17.11904761904762,\n",
       "  3.4285714285714284,\n",
       "  3.0476190476190474,\n",
       "  1.119047619047619,\n",
       "  0.4523809523809524,\n",
       "  1.7380952380952381,\n",
       "  0.457,\n",
       "  0.788,\n",
       "  2.7857142857142856,\n",
       "  133.47703957142858],\n",
       " ['Danny Green',\n",
       "  'PHI',\n",
       "  69,\n",
       "  9.478260869565217,\n",
       "  1.710144927536232,\n",
       "  3.7681159420289854,\n",
       "  1.3333333333333333,\n",
       "  0.8115942028985508,\n",
       "  0.9710144927536232,\n",
       "  0.412,\n",
       "  0.775,\n",
       "  2.536231884057971,\n",
       "  133.22861468115943],\n",
       " ['Kelly Olynyk',\n",
       "  'HOU',\n",
       "  70,\n",
       "  13.5,\n",
       "  2.9,\n",
       "  6.985714285714286,\n",
       "  1.1285714285714286,\n",
       "  0.6,\n",
       "  1.8,\n",
       "  0.484,\n",
       "  0.829,\n",
       "  1.8,\n",
       "  132.88470814285714],\n",
       " ['P.J. Washington',\n",
       "  'CHA',\n",
       "  64,\n",
       "  12.875,\n",
       "  2.515625,\n",
       "  6.53125,\n",
       "  1.078125,\n",
       "  1.234375,\n",
       "  2.0,\n",
       "  0.44,\n",
       "  0.745,\n",
       "  1.75,\n",
       "  132.3656],\n",
       " ['Richaun Holmes',\n",
       "  'SAC',\n",
       "  61,\n",
       "  14.245901639344263,\n",
       "  1.6557377049180328,\n",
       "  8.262295081967213,\n",
       "  0.639344262295082,\n",
       "  1.5737704918032787,\n",
       "  1.2295081967213115,\n",
       "  0.637,\n",
       "  0.794,\n",
       "  0.03278688524590164,\n",
       "  131.73040572131148],\n",
       " ['Delon Wright',\n",
       "  'SAC',\n",
       "  63,\n",
       "  10.238095238095237,\n",
       "  4.412698412698413,\n",
       "  4.26984126984127,\n",
       "  1.6031746031746033,\n",
       "  0.47619047619047616,\n",
       "  1.3174603174603174,\n",
       "  0.463,\n",
       "  0.802,\n",
       "  1.0158730158730158,\n",
       "  130.80198693650792],\n",
       " ['Jordan Clarkson',\n",
       "  'UTA',\n",
       "  68,\n",
       "  18.397058823529413,\n",
       "  2.4705882352941178,\n",
       "  4.029411764705882,\n",
       "  0.8970588235294118,\n",
       "  0.14705882352941177,\n",
       "  1.6911764705882353,\n",
       "  0.425,\n",
       "  0.896,\n",
       "  3.0588235294117645,\n",
       "  130.46957476470587],\n",
       " ['Nerlens Noel',\n",
       "  'NYK',\n",
       "  64,\n",
       "  5.0625,\n",
       "  0.71875,\n",
       "  6.359375,\n",
       "  1.09375,\n",
       "  2.203125,\n",
       "  1.015625,\n",
       "  0.614,\n",
       "  0.714,\n",
       "  0.0,\n",
       "  129.98970475],\n",
       " ['Andrew Wiggins',\n",
       "  'GSW',\n",
       "  71,\n",
       "  18.591549295774648,\n",
       "  2.352112676056338,\n",
       "  4.887323943661972,\n",
       "  0.9436619718309859,\n",
       "  0.9859154929577465,\n",
       "  1.7746478873239437,\n",
       "  0.477,\n",
       "  0.714,\n",
       "  1.971830985915493,\n",
       "  129.95179209859154],\n",
       " ['Jonas Valanciunas',\n",
       "  'MEM',\n",
       "  62,\n",
       "  17.06451612903226,\n",
       "  1.8064516129032258,\n",
       "  12.516129032258064,\n",
       "  0.5645161290322581,\n",
       "  0.9193548387096774,\n",
       "  1.6129032258064515,\n",
       "  0.592,\n",
       "  0.773,\n",
       "  0.3387096774193548,\n",
       "  129.68208648387096],\n",
       " ['John Collins',\n",
       "  'ATL',\n",
       "  63,\n",
       "  17.634920634920636,\n",
       "  1.2380952380952381,\n",
       "  7.412698412698413,\n",
       "  0.5396825396825397,\n",
       "  1.0,\n",
       "  1.3333333333333333,\n",
       "  0.556,\n",
       "  0.833,\n",
       "  1.3174603174603174,\n",
       "  129.54420992063493],\n",
       " ['DeMar DeRozan',\n",
       "  'SAS',\n",
       "  61,\n",
       "  21.57377049180328,\n",
       "  6.918032786885246,\n",
       "  4.245901639344262,\n",
       "  0.9180327868852459,\n",
       "  0.2459016393442623,\n",
       "  1.9508196721311475,\n",
       "  0.495,\n",
       "  0.88,\n",
       "  0.3114754098360656,\n",
       "  129.23111286885245],\n",
       " ['John Wall',\n",
       "  'HOU',\n",
       "  40,\n",
       "  20.575,\n",
       "  6.875,\n",
       "  3.225,\n",
       "  1.05,\n",
       "  0.775,\n",
       "  3.525,\n",
       "  0.404,\n",
       "  0.749,\n",
       "  1.975,\n",
       "  129.212931],\n",
       " ['Brook Lopez',\n",
       "  'MIL',\n",
       "  70,\n",
       "  12.271428571428572,\n",
       "  0.7142857142857143,\n",
       "  4.957142857142857,\n",
       "  0.5714285714285714,\n",
       "  1.4714285714285715,\n",
       "  0.9142857142857143,\n",
       "  0.503,\n",
       "  0.845,\n",
       "  1.3571428571428572,\n",
       "  128.2842765714286],\n",
       " ['Oshae Brissett',\n",
       "  'IND',\n",
       "  21,\n",
       "  10.904761904761905,\n",
       "  0.8571428571428571,\n",
       "  5.476190476190476,\n",
       "  0.9047619047619048,\n",
       "  0.9523809523809523,\n",
       "  0.47619047619047616,\n",
       "  0.483,\n",
       "  0.769,\n",
       "  1.5714285714285714,\n",
       "  127.33897142857141],\n",
       " ['Joe Ingles',\n",
       "  'UTA',\n",
       "  67,\n",
       "  12.074626865671641,\n",
       "  4.746268656716418,\n",
       "  3.6417910447761193,\n",
       "  0.6716417910447762,\n",
       "  0.1791044776119403,\n",
       "  1.7462686567164178,\n",
       "  0.489,\n",
       "  0.844,\n",
       "  2.7313432835820897,\n",
       "  126.67613159701492],\n",
       " ['Norman Powell',\n",
       "  'POR',\n",
       "  69,\n",
       "  18.594202898550726,\n",
       "  1.8695652173913044,\n",
       "  3.1159420289855073,\n",
       "  1.1884057971014492,\n",
       "  0.2608695652173913,\n",
       "  1.7246376811594204,\n",
       "  0.477,\n",
       "  0.871,\n",
       "  2.4782608695652173,\n",
       "  126.48189739130436],\n",
       " ['Miles Bridges',\n",
       "  'CHA',\n",
       "  66,\n",
       "  12.727272727272727,\n",
       "  2.227272727272727,\n",
       "  6.015151515151516,\n",
       "  0.6666666666666666,\n",
       "  0.7878787878787878,\n",
       "  1.606060606060606,\n",
       "  0.503,\n",
       "  0.867,\n",
       "  1.7575757575757576,\n",
       "  125.69669581818182],\n",
       " ['Robert Williams III',\n",
       "  'BOS',\n",
       "  52,\n",
       "  8.01923076923077,\n",
       "  1.8076923076923077,\n",
       "  6.884615384615385,\n",
       "  0.8269230769230769,\n",
       "  1.75,\n",
       "  1.0,\n",
       "  0.721,\n",
       "  0.616,\n",
       "  0.0,\n",
       "  125.10957746153846],\n",
       " ['Kendrick Nunn',\n",
       "  'MIA',\n",
       "  56,\n",
       "  14.571428571428571,\n",
       "  2.642857142857143,\n",
       "  3.1964285714285716,\n",
       "  0.9285714285714286,\n",
       "  0.25,\n",
       "  1.4285714285714286,\n",
       "  0.485,\n",
       "  0.933,\n",
       "  2.1785714285714284,\n",
       "  125.107134],\n",
       " ['Justin Holiday',\n",
       "  'IND',\n",
       "  72,\n",
       "  10.5,\n",
       "  1.6527777777777777,\n",
       "  3.5555555555555554,\n",
       "  1.0277777777777777,\n",
       "  0.5694444444444444,\n",
       "  0.75,\n",
       "  0.413,\n",
       "  0.788,\n",
       "  2.4027777777777777,\n",
       "  125.02340922222224],\n",
       " ['Duncan Robinson',\n",
       "  'MIA',\n",
       "  72,\n",
       "  13.083333333333334,\n",
       "  1.7638888888888888,\n",
       "  3.4722222222222223,\n",
       "  0.5972222222222222,\n",
       "  0.2777777777777778,\n",
       "  1.125,\n",
       "  0.439,\n",
       "  0.827,\n",
       "  3.4722222222222223,\n",
       "  124.6050222222222],\n",
       " ['Harrison Barnes',\n",
       "  'SAC',\n",
       "  58,\n",
       "  16.086206896551722,\n",
       "  3.4655172413793105,\n",
       "  6.637931034482759,\n",
       "  0.7413793103448276,\n",
       "  0.1896551724137931,\n",
       "  1.603448275862069,\n",
       "  0.497,\n",
       "  0.83,\n",
       "  1.7241379310344827,\n",
       "  124.47048734482759],\n",
       " ['Deandre Ayton',\n",
       "  'PHX',\n",
       "  69,\n",
       "  14.44927536231884,\n",
       "  1.434782608695652,\n",
       "  10.53623188405797,\n",
       "  0.5942028985507246,\n",
       "  1.173913043478261,\n",
       "  1.4927536231884058,\n",
       "  0.626,\n",
       "  0.769,\n",
       "  0.057971014492753624,\n",
       "  124.46234140579709],\n",
       " ['Kevin Huerter',\n",
       "  'ATL',\n",
       "  69,\n",
       "  11.91304347826087,\n",
       "  3.4927536231884058,\n",
       "  3.347826086956522,\n",
       "  1.1884057971014492,\n",
       "  0.2608695652173913,\n",
       "  1.144927536231884,\n",
       "  0.432,\n",
       "  0.781,\n",
       "  2.028985507246377,\n",
       "  124.25888166666667],\n",
       " ['Ben Simmons',\n",
       "  'PHI',\n",
       "  58,\n",
       "  14.293103448275861,\n",
       "  6.913793103448276,\n",
       "  7.189655172413793,\n",
       "  1.603448275862069,\n",
       "  0.603448275862069,\n",
       "  2.9827586206896552,\n",
       "  0.557,\n",
       "  0.613,\n",
       "  0.05172413793103448,\n",
       "  124.07701358620689],\n",
       " ['Joe Harris',\n",
       "  'BKN',\n",
       "  69,\n",
       "  14.115942028985508,\n",
       "  1.8840579710144927,\n",
       "  3.5942028985507246,\n",
       "  0.6666666666666666,\n",
       "  0.2028985507246377,\n",
       "  0.8985507246376812,\n",
       "  0.505,\n",
       "  0.778,\n",
       "  3.0579710144927534,\n",
       "  124.05863247826086],\n",
       " ['Jeremy Lamb',\n",
       "  'IND',\n",
       "  36,\n",
       "  10.083333333333334,\n",
       "  1.4722222222222223,\n",
       "  3.638888888888889,\n",
       "  0.9444444444444444,\n",
       "  0.6388888888888888,\n",
       "  0.6111111111111112,\n",
       "  0.435,\n",
       "  0.947,\n",
       "  1.4444444444444444,\n",
       "  123.8407148888889],\n",
       " ['Nicolas Batum',\n",
       "  'LAC',\n",
       "  67,\n",
       "  8.059701492537313,\n",
       "  2.208955223880597,\n",
       "  4.7164179104477615,\n",
       "  1.0298507462686568,\n",
       "  0.5522388059701493,\n",
       "  0.7910447761194029,\n",
       "  0.464,\n",
       "  0.828,\n",
       "  1.6417910447761195,\n",
       "  123.46746382089552],\n",
       " ['T.J. McConnell',\n",
       "  'IND',\n",
       "  69,\n",
       "  8.63768115942029,\n",
       "  6.608695652173913,\n",
       "  3.710144927536232,\n",
       "  1.855072463768116,\n",
       "  0.3333333333333333,\n",
       "  1.9565217391304348,\n",
       "  0.559,\n",
       "  0.688,\n",
       "  0.21739130434782608,\n",
       "  122.82867763768112],\n",
       " ['Ricky Rubio',\n",
       "  'MIN',\n",
       "  68,\n",
       "  8.558823529411764,\n",
       "  6.367647058823529,\n",
       "  3.2794117647058822,\n",
       "  1.4411764705882353,\n",
       "  0.058823529411764705,\n",
       "  1.6323529411764706,\n",
       "  0.388,\n",
       "  0.867,\n",
       "  0.9705882352941176,\n",
       "  122.58205488235294],\n",
       " ['LaMarcus Aldridge',\n",
       "  'BKN',\n",
       "  26,\n",
       "  13.538461538461538,\n",
       "  1.8846153846153846,\n",
       "  4.538461538461538,\n",
       "  0.4230769230769231,\n",
       "  1.1153846153846154,\n",
       "  1.0384615384615385,\n",
       "  0.473,\n",
       "  0.872,\n",
       "  1.1923076923076923,\n",
       "  122.30093746153848],\n",
       " ['Larry Nance Jr.',\n",
       "  'CLE',\n",
       "  35,\n",
       "  9.342857142857143,\n",
       "  3.057142857142857,\n",
       "  6.714285714285714,\n",
       "  1.7428571428571429,\n",
       "  0.4857142857142857,\n",
       "  1.5714285714285714,\n",
       "  0.471,\n",
       "  0.612,\n",
       "  1.1714285714285715,\n",
       "  122.23221985714287],\n",
       " ['Jarrett Allen',\n",
       "  'CLE',\n",
       "  63,\n",
       "  12.793650793650794,\n",
       "  1.6825396825396826,\n",
       "  10.015873015873016,\n",
       "  0.5079365079365079,\n",
       "  1.4285714285714286,\n",
       "  1.5873015873015872,\n",
       "  0.618,\n",
       "  0.703,\n",
       "  0.09523809523809523,\n",
       "  121.96297112698413],\n",
       " ['Kelly Oubre Jr.',\n",
       "  'GSW',\n",
       "  55,\n",
       "  15.436363636363636,\n",
       "  1.3272727272727274,\n",
       "  5.9818181818181815,\n",
       "  1.0363636363636364,\n",
       "  0.7636363636363637,\n",
       "  1.2727272727272727,\n",
       "  0.439,\n",
       "  0.695,\n",
       "  1.6363636363636365,\n",
       "  121.67269036363638],\n",
       " ['Gary Trent Jr.',\n",
       "  'TOR',\n",
       "  58,\n",
       "  15.310344827586206,\n",
       "  1.3793103448275863,\n",
       "  2.6206896551724137,\n",
       "  0.9655172413793104,\n",
       "  0.1724137931034483,\n",
       "  0.7413793103448276,\n",
       "  0.408,\n",
       "  0.783,\n",
       "  2.8448275862068964,\n",
       "  121.468317],\n",
       " ['Reggie Bullock',\n",
       "  'NYK',\n",
       "  65,\n",
       "  10.907692307692308,\n",
       "  1.523076923076923,\n",
       "  3.4307692307692306,\n",
       "  0.8,\n",
       "  0.16923076923076924,\n",
       "  0.6923076923076923,\n",
       "  0.442,\n",
       "  0.909,\n",
       "  2.5076923076923077,\n",
       "  121.26017053846155],\n",
       " ['Terrence Ross',\n",
       "  'ORL',\n",
       "  46,\n",
       "  15.58695652173913,\n",
       "  2.347826086956522,\n",
       "  3.4347826086956523,\n",
       "  1.0217391304347827,\n",
       "  0.45652173913043476,\n",
       "  1.608695652173913,\n",
       "  0.412,\n",
       "  0.87,\n",
       "  1.934782608695652,\n",
       "  121.20178373913042],\n",
       " ['Darius Garland',\n",
       "  'CLE',\n",
       "  54,\n",
       "  17.425925925925927,\n",
       "  6.092592592592593,\n",
       "  2.388888888888889,\n",
       "  1.2222222222222223,\n",
       "  0.1111111111111111,\n",
       "  3.037037037037037,\n",
       "  0.451,\n",
       "  0.848,\n",
       "  1.9444444444444444,\n",
       "  121.17179462962964],\n",
       " ['Coby White',\n",
       "  'CHI',\n",
       "  69,\n",
       "  15.08695652173913,\n",
       "  4.753623188405797,\n",
       "  4.115942028985507,\n",
       "  0.5507246376811594,\n",
       "  0.21739130434782608,\n",
       "  2.260869565217391,\n",
       "  0.416,\n",
       "  0.901,\n",
       "  2.36231884057971,\n",
       "  121.04481871014491],\n",
       " ['Trevor Ariza',\n",
       "  'MIA',\n",
       "  30,\n",
       "  9.4,\n",
       "  1.8333333333333333,\n",
       "  4.8,\n",
       "  1.0333333333333334,\n",
       "  0.6,\n",
       "  0.7,\n",
       "  0.411,\n",
       "  0.773,\n",
       "  1.6666666666666667,\n",
       "  121.04243333333335],\n",
       " ['Jae Crowder',\n",
       "  'PHX',\n",
       "  60,\n",
       "  10.05,\n",
       "  2.1166666666666667,\n",
       "  4.7,\n",
       "  0.8,\n",
       "  0.45,\n",
       "  0.9166666666666666,\n",
       "  0.404,\n",
       "  0.76,\n",
       "  2.466666666666667,\n",
       "  121.01159733333333],\n",
       " ['Devin Booker',\n",
       "  'PHX',\n",
       "  67,\n",
       "  25.55223880597015,\n",
       "  4.313432835820896,\n",
       "  4.1940298507462686,\n",
       "  0.7910447761194029,\n",
       "  0.23880597014925373,\n",
       "  3.08955223880597,\n",
       "  0.484,\n",
       "  0.867,\n",
       "  1.8805970149253732,\n",
       "  120.90649932835818],\n",
       " ['Tim Hardaway Jr.',\n",
       "  'DAL',\n",
       "  70,\n",
       "  16.614285714285714,\n",
       "  1.8,\n",
       "  3.2714285714285714,\n",
       "  0.44285714285714284,\n",
       "  0.15714285714285714,\n",
       "  0.9142857142857143,\n",
       "  0.447,\n",
       "  0.816,\n",
       "  2.9571428571428573,\n",
       "  119.38795642857141],\n",
       " ['Dorian Finney-Smith',\n",
       "  'DAL',\n",
       "  60,\n",
       "  9.833333333333334,\n",
       "  1.7,\n",
       "  5.433333333333334,\n",
       "  0.8666666666666667,\n",
       "  0.4166666666666667,\n",
       "  0.8,\n",
       "  0.472,\n",
       "  0.756,\n",
       "  1.9833333333333334,\n",
       "  119.32164666666667],\n",
       " ['Zion Williamson',\n",
       "  'NOP',\n",
       "  61,\n",
       "  27.0,\n",
       "  3.7049180327868854,\n",
       "  7.229508196721311,\n",
       "  0.9344262295081968,\n",
       "  0.639344262295082,\n",
       "  2.737704918032787,\n",
       "  0.611,\n",
       "  0.698,\n",
       "  0.16393442622950818,\n",
       "  119.31777991803278],\n",
       " ['Jusuf Nurkic',\n",
       "  'POR',\n",
       "  37,\n",
       "  11.45945945945946,\n",
       "  3.3783783783783785,\n",
       "  8.972972972972974,\n",
       "  1.027027027027027,\n",
       "  1.054054054054054,\n",
       "  1.972972972972973,\n",
       "  0.514,\n",
       "  0.619,\n",
       "  0.32432432432432434,\n",
       "  119.25510775675679],\n",
       " [\"De'Andre Hunter\",\n",
       "  'ATL',\n",
       "  23,\n",
       "  14.956521739130435,\n",
       "  1.9130434782608696,\n",
       "  4.782608695652174,\n",
       "  0.8260869565217391,\n",
       "  0.5217391304347826,\n",
       "  1.2608695652173914,\n",
       "  0.484,\n",
       "  0.859,\n",
       "  1.3478260869565217,\n",
       "  119.11902795652173],\n",
       " [\"Royce O'Neale\",\n",
       "  'UTA',\n",
       "  71,\n",
       "  6.985915492957746,\n",
       "  2.5492957746478875,\n",
       "  6.830985915492958,\n",
       "  0.8028169014084507,\n",
       "  0.4507042253521127,\n",
       "  1.1690140845070423,\n",
       "  0.444,\n",
       "  0.848,\n",
       "  1.5070422535211268,\n",
       "  118.95118349295775],\n",
       " ['Maxi Kleber',\n",
       "  'DAL',\n",
       "  50,\n",
       "  7.06,\n",
       "  1.36,\n",
       "  5.2,\n",
       "  0.48,\n",
       "  0.7,\n",
       "  0.6,\n",
       "  0.422,\n",
       "  0.919,\n",
       "  1.74,\n",
       "  118.947119],\n",
       " ['Josh Richardson',\n",
       "  'DAL',\n",
       "  59,\n",
       "  12.11864406779661,\n",
       "  2.593220338983051,\n",
       "  3.305084745762712,\n",
       "  1.0338983050847457,\n",
       "  0.4067796610169492,\n",
       "  1.3389830508474576,\n",
       "  0.427,\n",
       "  0.917,\n",
       "  1.4915254237288136,\n",
       "  118.88366122033898],\n",
       " ['Donte DiVincenzo',\n",
       "  'MIL',\n",
       "  66,\n",
       "  10.424242424242424,\n",
       "  3.0757575757575757,\n",
       "  5.757575757575758,\n",
       "  1.0909090909090908,\n",
       "  0.22727272727272727,\n",
       "  1.378787878787879,\n",
       "  0.42,\n",
       "  0.718,\n",
       "  1.9848484848484849,\n",
       "  118.50831339393942],\n",
       " ['Carmelo Anthony',\n",
       "  'POR',\n",
       "  69,\n",
       "  13.391304347826088,\n",
       "  1.5072463768115942,\n",
       "  3.101449275362319,\n",
       "  0.6666666666666666,\n",
       "  0.5507246376811594,\n",
       "  0.8840579710144928,\n",
       "  0.421,\n",
       "  0.89,\n",
       "  1.9275362318840579,\n",
       "  118.25165955072461],\n",
       " [\"De'Anthony Melton\",\n",
       "  'MEM',\n",
       "  52,\n",
       "  9.076923076923077,\n",
       "  2.5384615384615383,\n",
       "  3.0961538461538463,\n",
       "  1.1538461538461537,\n",
       "  0.5961538461538461,\n",
       "  1.2692307692307692,\n",
       "  0.438,\n",
       "  0.804,\n",
       "  1.6730769230769231,\n",
       "  118.13630999999998],\n",
       " ['Alec Burks',\n",
       "  'NYK',\n",
       "  49,\n",
       "  12.714285714285714,\n",
       "  2.183673469387755,\n",
       "  4.63265306122449,\n",
       "  0.6326530612244898,\n",
       "  0.2857142857142857,\n",
       "  1.0,\n",
       "  0.42,\n",
       "  0.856,\n",
       "  2.0816326530612246,\n",
       "  118.10939208163265],\n",
       " ['Dillon Brooks',\n",
       "  'MEM',\n",
       "  67,\n",
       "  17.17910447761194,\n",
       "  2.343283582089552,\n",
       "  2.925373134328358,\n",
       "  1.164179104477612,\n",
       "  0.3880597014925373,\n",
       "  1.7761194029850746,\n",
       "  0.419,\n",
       "  0.815,\n",
       "  1.9104477611940298,\n",
       "  118.09172534328356],\n",
       " ['Andre Drummond',\n",
       "  'LAL',\n",
       "  46,\n",
       "  14.934782608695652,\n",
       "  2.0434782608695654,\n",
       "  11.978260869565217,\n",
       "  1.3695652173913044,\n",
       "  1.065217391304348,\n",
       "  2.6956521739130435,\n",
       "  0.493,\n",
       "  0.6,\n",
       "  0.0,\n",
       "  117.88279430434784],\n",
       " ['Kevin Love',\n",
       "  'CLE',\n",
       "  25,\n",
       "  12.2,\n",
       "  2.52,\n",
       "  7.44,\n",
       "  0.64,\n",
       "  0.08,\n",
       "  1.52,\n",
       "  0.409,\n",
       "  0.824,\n",
       "  2.28,\n",
       "  117.75731099999999],\n",
       " ['Collin Sexton',\n",
       "  'CLE',\n",
       "  60,\n",
       "  24.333333333333332,\n",
       "  4.366666666666666,\n",
       "  3.1166666666666667,\n",
       "  1.0333333333333334,\n",
       "  0.16666666666666666,\n",
       "  2.783333333333333,\n",
       "  0.475,\n",
       "  0.815,\n",
       "  1.6333333333333333,\n",
       "  117.72717],\n",
       " ['Serge Ibaka',\n",
       "  'LAC',\n",
       "  41,\n",
       "  11.073170731707316,\n",
       "  1.8048780487804879,\n",
       "  6.7073170731707314,\n",
       "  0.21951219512195122,\n",
       "  1.146341463414634,\n",
       "  1.0731707317073171,\n",
       "  0.51,\n",
       "  0.811,\n",
       "  0.9512195121951219,\n",
       "  117.64597958536585],\n",
       " ['Derrick Rose',\n",
       "  'NYK',\n",
       "  50,\n",
       "  14.68,\n",
       "  4.18,\n",
       "  2.6,\n",
       "  0.98,\n",
       "  0.38,\n",
       "  1.56,\n",
       "  0.47,\n",
       "  0.866,\n",
       "  1.0,\n",
       "  117.51196799999998],\n",
       " ['Seth Curry',\n",
       "  'PHI',\n",
       "  57,\n",
       "  12.473684210526315,\n",
       "  2.719298245614035,\n",
       "  2.3859649122807016,\n",
       "  0.7719298245614035,\n",
       "  0.14035087719298245,\n",
       "  1.1403508771929824,\n",
       "  0.467,\n",
       "  0.896,\n",
       "  2.210526315789474,\n",
       "  117.36018535087719],\n",
       " ['Davis Bertans',\n",
       "  'WAS',\n",
       "  57,\n",
       "  11.491228070175438,\n",
       "  0.8596491228070176,\n",
       "  2.9473684210526314,\n",
       "  0.5789473684210527,\n",
       "  0.22807017543859648,\n",
       "  0.5789473684210527,\n",
       "  0.404,\n",
       "  0.87,\n",
       "  2.9649122807017543,\n",
       "  117.31423435087717],\n",
       " ['Jakob Poeltl',\n",
       "  'SAS',\n",
       "  69,\n",
       "  8.594202898550725,\n",
       "  1.9420289855072463,\n",
       "  7.927536231884058,\n",
       "  0.6811594202898551,\n",
       "  1.7826086956521738,\n",
       "  1.2028985507246377,\n",
       "  0.616,\n",
       "  0.508,\n",
       "  0.0,\n",
       "  116.69538173913044],\n",
       " ['Louis King',\n",
       "  'SAC',\n",
       "  6,\n",
       "  7.333333333333333,\n",
       "  1.5,\n",
       "  3.0,\n",
       "  1.1666666666666667,\n",
       "  0.5,\n",
       "  0.6666666666666666,\n",
       "  0.5,\n",
       "  1.0,\n",
       "  0.6666666666666666,\n",
       "  116.69516666666668],\n",
       " ['Dennis Schroder',\n",
       "  'LAL',\n",
       "  61,\n",
       "  15.426229508196721,\n",
       "  5.754098360655738,\n",
       "  3.459016393442623,\n",
       "  1.1475409836065573,\n",
       "  0.21311475409836064,\n",
       "  2.6721311475409837,\n",
       "  0.437,\n",
       "  0.848,\n",
       "  1.1639344262295082,\n",
       "  116.38943657377045],\n",
       " ['Tyler Herro',\n",
       "  'MIA',\n",
       "  54,\n",
       "  15.092592592592593,\n",
       "  3.4074074074074074,\n",
       "  4.962962962962963,\n",
       "  0.6481481481481481,\n",
       "  0.3148148148148148,\n",
       "  1.8703703703703705,\n",
       "  0.439,\n",
       "  0.803,\n",
       "  1.9814814814814814,\n",
       "  116.22425948148148],\n",
       " ['Grayson Allen',\n",
       "  'MEM',\n",
       "  50,\n",
       "  10.64,\n",
       "  2.16,\n",
       "  3.2,\n",
       "  0.92,\n",
       "  0.16,\n",
       "  0.96,\n",
       "  0.418,\n",
       "  0.868,\n",
       "  2.14,\n",
       "  116.180482],\n",
       " ['Danilo Gallinari',\n",
       "  'ATL',\n",
       "  51,\n",
       "  13.254901960784315,\n",
       "  1.4901960784313726,\n",
       "  4.137254901960785,\n",
       "  0.5882352941176471,\n",
       "  0.19607843137254902,\n",
       "  0.8431372549019608,\n",
       "  0.434,\n",
       "  0.925,\n",
       "  2.019607843137255,\n",
       "  116.12960468627452],\n",
       " ['Mason Plumlee',\n",
       "  'DET',\n",
       "  56,\n",
       "  10.375,\n",
       "  3.607142857142857,\n",
       "  9.267857142857142,\n",
       "  0.7678571428571429,\n",
       "  0.8928571428571429,\n",
       "  1.875,\n",
       "  0.614,\n",
       "  0.669,\n",
       "  0.0,\n",
       "  115.66899385714284],\n",
       " ['Josh Hart',\n",
       "  'NOP',\n",
       "  47,\n",
       "  9.23404255319149,\n",
       "  2.3191489361702127,\n",
       "  8.02127659574468,\n",
       "  0.8085106382978723,\n",
       "  0.2553191489361702,\n",
       "  1.0425531914893618,\n",
       "  0.439,\n",
       "  0.775,\n",
       "  1.3404255319148937,\n",
       "  115.50257059574469],\n",
       " ['Mitchell Robinson',\n",
       "  'NYK',\n",
       "  31,\n",
       "  8.258064516129032,\n",
       "  0.5483870967741935,\n",
       "  8.129032258064516,\n",
       "  1.1290322580645162,\n",
       "  1.4516129032258065,\n",
       "  0.8387096774193549,\n",
       "  0.653,\n",
       "  0.491,\n",
       "  0.0,\n",
       "  115.44536503225808],\n",
       " ['Eric Gordon',\n",
       "  'HOU',\n",
       "  27,\n",
       "  17.814814814814813,\n",
       "  2.6296296296296298,\n",
       "  2.1481481481481484,\n",
       "  0.5185185185185185,\n",
       "  0.48148148148148145,\n",
       "  1.8888888888888888,\n",
       "  0.433,\n",
       "  0.825,\n",
       "  2.5555555555555554,\n",
       "  114.97796614814814],\n",
       " ['Lauri Markkanen',\n",
       "  'CHI',\n",
       "  51,\n",
       "  13.627450980392156,\n",
       "  0.8823529411764706,\n",
       "  5.254901960784314,\n",
       "  0.5098039215686274,\n",
       "  0.29411764705882354,\n",
       "  1.0196078431372548,\n",
       "  0.48,\n",
       "  0.826,\n",
       "  2.3333333333333335,\n",
       "  114.92488741176471],\n",
       " ['Brandon Clarke',\n",
       "  'MEM',\n",
       "  59,\n",
       "  10.338983050847459,\n",
       "  1.6101694915254237,\n",
       "  5.559322033898305,\n",
       "  1.0169491525423728,\n",
       "  0.864406779661017,\n",
       "  0.559322033898305,\n",
       "  0.517,\n",
       "  0.69,\n",
       "  0.3389830508474576,\n",
       "  114.69146513559323],\n",
       " ['Will Barton',\n",
       "  'DEN',\n",
       "  56,\n",
       "  12.696428571428571,\n",
       "  3.232142857142857,\n",
       "  4.035714285714286,\n",
       "  0.8928571428571429,\n",
       "  0.4107142857142857,\n",
       "  1.7142857142857142,\n",
       "  0.426,\n",
       "  0.785,\n",
       "  1.75,\n",
       "  114.52562242857141],\n",
       " ['Rudy Gay',\n",
       "  'SAS',\n",
       "  63,\n",
       "  11.365079365079366,\n",
       "  1.3968253968253967,\n",
       "  4.809523809523809,\n",
       "  0.7142857142857143,\n",
       "  0.6349206349206349,\n",
       "  1.0317460317460319,\n",
       "  0.42,\n",
       "  0.804,\n",
       "  1.6825396825396826,\n",
       "  114.44238438095239],\n",
       " ['Marcus Morris Sr.',\n",
       "  'LAC',\n",
       "  57,\n",
       "  13.421052631578947,\n",
       "  1.0175438596491229,\n",
       "  4.105263157894737,\n",
       "  0.5964912280701754,\n",
       "  0.2631578947368421,\n",
       "  1.0,\n",
       "  0.473,\n",
       "  0.82,\n",
       "  2.456140350877193,\n",
       "  114.16945001754388],\n",
       " ['Ja Morant',\n",
       "  'MEM',\n",
       "  63,\n",
       "  19.11111111111111,\n",
       "  7.380952380952381,\n",
       "  4.0,\n",
       "  0.9047619047619048,\n",
       "  0.20634920634920634,\n",
       "  3.2222222222222223,\n",
       "  0.449,\n",
       "  0.728,\n",
       "  1.1587301587301588,\n",
       "  114.05565982539683],\n",
       " ['RJ Barrett',\n",
       "  'NYK',\n",
       "  72,\n",
       "  17.555555555555557,\n",
       "  3.013888888888889,\n",
       "  5.75,\n",
       "  0.7361111111111112,\n",
       "  0.2777777777777778,\n",
       "  1.9305555555555556,\n",
       "  0.441,\n",
       "  0.746,\n",
       "  1.7222222222222223,\n",
       "  113.645299],\n",
       " ['Kentavious Caldwell-Pope',\n",
       "  'LAL',\n",
       "  67,\n",
       "  9.746268656716419,\n",
       "  1.8955223880597014,\n",
       "  2.671641791044776,\n",
       "  0.9253731343283582,\n",
       "  0.3880597014925373,\n",
       "  0.9850746268656716,\n",
       "  0.431,\n",
       "  0.866,\n",
       "  1.791044776119403,\n",
       "  113.45288556716416],\n",
       " ['Enes Kanter',\n",
       "  'POR',\n",
       "  72,\n",
       "  11.194444444444445,\n",
       "  1.1666666666666667,\n",
       "  11.041666666666666,\n",
       "  0.4583333333333333,\n",
       "  0.6666666666666666,\n",
       "  1.0833333333333333,\n",
       "  0.604,\n",
       "  0.774,\n",
       "  0.013888888888888888,\n",
       "  112.52637266666666],\n",
       " ['Patrick Beverley',\n",
       "  'LAC',\n",
       "  37,\n",
       "  7.513513513513513,\n",
       "  2.054054054054054,\n",
       "  3.2162162162162162,\n",
       "  0.7837837837837838,\n",
       "  0.7567567567567568,\n",
       "  0.918918918918919,\n",
       "  0.423,\n",
       "  0.8,\n",
       "  1.5135135135135136,\n",
       "  112.47378975675674],\n",
       " ['Bojan Bogdanovic',\n",
       "  'UTA',\n",
       "  72,\n",
       "  17.01388888888889,\n",
       "  1.8888888888888888,\n",
       "  3.9027777777777777,\n",
       "  0.625,\n",
       "  0.05555555555555555,\n",
       "  1.7777777777777777,\n",
       "  0.439,\n",
       "  0.879,\n",
       "  2.5,\n",
       "  112.28277822222222],\n",
       " ['Bobby Portis',\n",
       "  'MIL',\n",
       "  66,\n",
       "  11.424242424242424,\n",
       "  1.0757575757575757,\n",
       "  7.0606060606060606,\n",
       "  0.7878787878787878,\n",
       "  0.3939393939393939,\n",
       "  0.8484848484848485,\n",
       "  0.523,\n",
       "  0.74,\n",
       "  1.121212121212121,\n",
       "  111.76746815151516],\n",
       " ['Justin Patton',\n",
       "  'HOU',\n",
       "  13,\n",
       "  5.384615384615385,\n",
       "  1.0769230769230769,\n",
       "  3.769230769230769,\n",
       "  0.9230769230769231,\n",
       "  1.0769230769230769,\n",
       "  0.3076923076923077,\n",
       "  0.414,\n",
       "  0.75,\n",
       "  0.6923076923076923,\n",
       "  110.7367516923077],\n",
       " ['Thomas Bryant',\n",
       "  'WAS',\n",
       "  10,\n",
       "  14.3,\n",
       "  1.5,\n",
       "  6.1,\n",
       "  0.4,\n",
       "  0.8,\n",
       "  1.1,\n",
       "  0.648,\n",
       "  0.667,\n",
       "  0.9,\n",
       "  110.542209],\n",
       " ['Patty Mills',\n",
       "  'SAS',\n",
       "  68,\n",
       "  10.823529411764707,\n",
       "  2.3823529411764706,\n",
       "  1.7058823529411764,\n",
       "  0.6176470588235294,\n",
       "  0.04411764705882353,\n",
       "  0.9705882352941176,\n",
       "  0.412,\n",
       "  0.91,\n",
       "  2.3676470588235294,\n",
       "  110.05385258823529],\n",
       " ['Kyle Kuzma',\n",
       "  'LAL',\n",
       "  68,\n",
       "  12.852941176470589,\n",
       "  1.8676470588235294,\n",
       "  6.132352941176471,\n",
       "  0.5147058823529411,\n",
       "  0.6029411764705882,\n",
       "  1.661764705882353,\n",
       "  0.443,\n",
       "  0.691,\n",
       "  2.014705882352941,\n",
       "  109.7924848235294],\n",
       " ['Kevin Porter Jr.',\n",
       "  'HOU',\n",
       "  26,\n",
       "  16.576923076923077,\n",
       "  6.3076923076923075,\n",
       "  3.8076923076923075,\n",
       "  0.7307692307692307,\n",
       "  0.3076923076923077,\n",
       "  3.5,\n",
       "  0.425,\n",
       "  0.734,\n",
       "  1.9230769230769231,\n",
       "  109.04619238461538],\n",
       " ['Thaddeus Young',\n",
       "  'CHI',\n",
       "  68,\n",
       "  12.102941176470589,\n",
       "  4.279411764705882,\n",
       "  6.220588235294118,\n",
       "  1.088235294117647,\n",
       "  0.5882352941176471,\n",
       "  2.014705882352941,\n",
       "  0.559,\n",
       "  0.628,\n",
       "  0.17647058823529413,\n",
       "  108.96418476470589],\n",
       " ['Cameron Payne',\n",
       "  'PHX',\n",
       "  60,\n",
       "  8.416666666666666,\n",
       "  3.6166666666666667,\n",
       "  2.4,\n",
       "  0.6,\n",
       "  0.26666666666666666,\n",
       "  1.0,\n",
       "  0.484,\n",
       "  0.893,\n",
       "  1.2166666666666666,\n",
       "  108.90307633333333],\n",
       " ['Luguentz Dort',\n",
       "  'OKC',\n",
       "  52,\n",
       "  14.01923076923077,\n",
       "  1.6923076923076923,\n",
       "  3.6346153846153846,\n",
       "  0.8653846153846154,\n",
       "  0.36538461538461536,\n",
       "  1.5192307692307692,\n",
       "  0.387,\n",
       "  0.744,\n",
       "  2.173076923076923,\n",
       "  108.8871936153846],\n",
       " ['Cameron Johnson',\n",
       "  'PHX',\n",
       "  60,\n",
       "  9.55,\n",
       "  1.4333333333333333,\n",
       "  3.316666666666667,\n",
       "  0.6166666666666667,\n",
       "  0.26666666666666666,\n",
       "  0.6666666666666666,\n",
       "  0.42,\n",
       "  0.847,\n",
       "  1.95,\n",
       "  108.67029433333335],\n",
       " ['Blake Griffin',\n",
       "  'BKN',\n",
       "  46,\n",
       "  10.978260869565217,\n",
       "  3.0434782608695654,\n",
       "  4.891304347826087,\n",
       "  0.6956521739130435,\n",
       "  0.32608695652173914,\n",
       "  1.3478260869565217,\n",
       "  0.423,\n",
       "  0.744,\n",
       "  1.5217391304347827,\n",
       "  108.50297804347827],\n",
       " ['Ty Jerome',\n",
       "  'OKC',\n",
       "  33,\n",
       "  10.696969696969697,\n",
       "  3.6363636363636362,\n",
       "  2.757575757575758,\n",
       "  0.6060606060606061,\n",
       "  0.18181818181818182,\n",
       "  1.4242424242424243,\n",
       "  0.446,\n",
       "  0.765,\n",
       "  2.1515151515151514,\n",
       "  108.49970645454545],\n",
       " ['Taurean Prince',\n",
       "  'CLE',\n",
       "  41,\n",
       "  9.487804878048781,\n",
       "  1.853658536585366,\n",
       "  3.4634146341463414,\n",
       "  0.6829268292682927,\n",
       "  0.5609756097560976,\n",
       "  1.146341463414634,\n",
       "  0.401,\n",
       "  0.855,\n",
       "  1.5121951219512195,\n",
       "  108.22694331707316],\n",
       " ['Wendell Carter Jr.',\n",
       "  'ORL',\n",
       "  54,\n",
       "  11.222222222222221,\n",
       "  1.9259259259259258,\n",
       "  8.203703703703704,\n",
       "  0.6481481481481481,\n",
       "  0.7777777777777778,\n",
       "  1.4444444444444444,\n",
       "  0.503,\n",
       "  0.732,\n",
       "  0.2777777777777778,\n",
       "  107.97307196296298],\n",
       " ['Cam Reddish',\n",
       "  'ATL',\n",
       "  26,\n",
       "  11.23076923076923,\n",
       "  1.3461538461538463,\n",
       "  4.0,\n",
       "  1.2692307692307692,\n",
       "  0.34615384615384615,\n",
       "  1.3076923076923077,\n",
       "  0.365,\n",
       "  0.817,\n",
       "  1.2692307692307692,\n",
       "  107.83211984615383],\n",
       " ['Paul Millsap',\n",
       "  'DEN',\n",
       "  56,\n",
       "  8.964285714285714,\n",
       "  1.75,\n",
       "  4.678571428571429,\n",
       "  0.9107142857142857,\n",
       "  0.6428571428571429,\n",
       "  0.9107142857142857,\n",
       "  0.476,\n",
       "  0.724,\n",
       "  0.875,\n",
       "  107.79415371428571],\n",
       " ['Markelle Fultz',\n",
       "  'ORL',\n",
       "  8,\n",
       "  12.875,\n",
       "  5.375,\n",
       "  3.125,\n",
       "  1.0,\n",
       "  0.25,\n",
       "  2.25,\n",
       "  0.394,\n",
       "  0.895,\n",
       "  0.5,\n",
       "  107.75295899999999],\n",
       " ['Eric Bledsoe',\n",
       "  'NOP',\n",
       "  71,\n",
       "  12.23943661971831,\n",
       "  3.7746478873239435,\n",
       "  3.436619718309859,\n",
       "  0.7746478873239436,\n",
       "  0.3380281690140845,\n",
       "  1.6056338028169015,\n",
       "  0.421,\n",
       "  0.687,\n",
       "  1.704225352112676,\n",
       "  107.451752],\n",
       " ['Sterling Brown',\n",
       "  'HOU',\n",
       "  51,\n",
       "  8.156862745098039,\n",
       "  1.411764705882353,\n",
       "  4.392156862745098,\n",
       "  0.7450980392156863,\n",
       "  0.23529411764705882,\n",
       "  0.803921568627451,\n",
       "  0.448,\n",
       "  0.806,\n",
       "  1.7843137254901962,\n",
       "  107.4187828627451],\n",
       " ['Taj Gibson',\n",
       "  'NYK',\n",
       "  45,\n",
       "  5.355555555555555,\n",
       "  0.8,\n",
       "  5.555555555555555,\n",
       "  0.6888888888888889,\n",
       "  1.0888888888888888,\n",
       "  0.4888888888888889,\n",
       "  0.627,\n",
       "  0.727,\n",
       "  0.06666666666666667,\n",
       "  107.30125355555556],\n",
       " ['Raul Neto',\n",
       "  'WAS',\n",
       "  64,\n",
       "  8.703125,\n",
       "  2.28125,\n",
       "  2.4375,\n",
       "  1.140625,\n",
       "  0.09375,\n",
       "  0.828125,\n",
       "  0.468,\n",
       "  0.882,\n",
       "  1.0,\n",
       "  107.22904275],\n",
       " ['Reggie Jackson',\n",
       "  'LAC',\n",
       "  67,\n",
       "  10.671641791044776,\n",
       "  3.0597014925373136,\n",
       "  2.8656716417910446,\n",
       "  0.6119402985074627,\n",
       "  0.1044776119402985,\n",
       "  1.1044776119402986,\n",
       "  0.45,\n",
       "  0.817,\n",
       "  1.8208955223880596,\n",
       "  107.09131443283582],\n",
       " ['Nickeil Alexander-Walker',\n",
       "  'NOP',\n",
       "  46,\n",
       "  11.043478260869565,\n",
       "  2.217391304347826,\n",
       "  3.130434782608696,\n",
       "  1.0217391304347827,\n",
       "  0.4782608695652174,\n",
       "  1.5,\n",
       "  0.419,\n",
       "  0.727,\n",
       "  1.6521739130434783,\n",
       "  107.06441695652174],\n",
       " ['Daniel Theis',\n",
       "  'CHI',\n",
       "  65,\n",
       "  9.646153846153846,\n",
       "  1.6615384615384616,\n",
       "  5.476923076923077,\n",
       "  0.6307692307692307,\n",
       "  0.8769230769230769,\n",
       "  1.0153846153846153,\n",
       "  0.541,\n",
       "  0.673,\n",
       "  0.7538461538461538,\n",
       "  106.94703],\n",
       " ['Otto Porter Jr.',\n",
       "  'ORL',\n",
       "  28,\n",
       "  9.678571428571429,\n",
       "  1.9642857142857142,\n",
       "  5.428571428571429,\n",
       "  0.5714285714285714,\n",
       "  0.14285714285714285,\n",
       "  0.8928571428571429,\n",
       "  0.432,\n",
       "  0.857,\n",
       "  1.3928571428571428,\n",
       "  106.77088585714286],\n",
       " ['Goran Dragic',\n",
       "  'MIA',\n",
       "  50,\n",
       "  13.44,\n",
       "  4.38,\n",
       "  3.38,\n",
       "  0.66,\n",
       "  0.16,\n",
       "  2.36,\n",
       "  0.432,\n",
       "  0.828,\n",
       "  1.82,\n",
       "  106.65355600000001],\n",
       " ['Monte Morris',\n",
       "  'DEN',\n",
       "  47,\n",
       "  10.23404255319149,\n",
       "  3.1914893617021276,\n",
       "  2.0425531914893615,\n",
       "  0.723404255319149,\n",
       "  0.2765957446808511,\n",
       "  0.723404255319149,\n",
       "  0.481,\n",
       "  0.795,\n",
       "  1.0851063829787233,\n",
       "  106.62299131914894],\n",
       " ['Cedi Osman',\n",
       "  'CLE',\n",
       "  59,\n",
       "  10.389830508474576,\n",
       "  2.9491525423728815,\n",
       "  3.406779661016949,\n",
       "  0.8983050847457628,\n",
       "  0.15254237288135594,\n",
       "  1.3559322033898304,\n",
       "  0.374,\n",
       "  0.8,\n",
       "  1.6779661016949152,\n",
       "  106.40019467796611],\n",
       " ['Naz Reid',\n",
       "  'MIN',\n",
       "  70,\n",
       "  11.2,\n",
       "  1.0285714285714285,\n",
       "  4.6,\n",
       "  0.4857142857142857,\n",
       "  1.0857142857142856,\n",
       "  0.9857142857142858,\n",
       "  0.523,\n",
       "  0.693,\n",
       "  0.8714285714285714,\n",
       "  106.38549771428572],\n",
       " ['Jeff Green',\n",
       "  'BKN',\n",
       "  68,\n",
       "  11.029411764705882,\n",
       "  1.588235294117647,\n",
       "  3.8676470588235294,\n",
       "  0.5294117647058824,\n",
       "  0.39705882352941174,\n",
       "  0.7941176470588235,\n",
       "  0.492,\n",
       "  0.776,\n",
       "  1.5147058823529411,\n",
       "  106.31151882352941],\n",
       " ['Aaron Gordon',\n",
       "  'DEN',\n",
       "  50,\n",
       "  12.36,\n",
       "  3.22,\n",
       "  5.68,\n",
       "  0.66,\n",
       "  0.68,\n",
       "  1.94,\n",
       "  0.463,\n",
       "  0.651,\n",
       "  1.18,\n",
       "  106.05142599999999],\n",
       " ['Mike Muscala',\n",
       "  'OKC',\n",
       "  35,\n",
       "  9.685714285714285,\n",
       "  0.8,\n",
       "  3.7714285714285714,\n",
       "  0.22857142857142856,\n",
       "  0.3142857142857143,\n",
       "  0.6,\n",
       "  0.446,\n",
       "  0.917,\n",
       "  1.9428571428571428,\n",
       "  105.83750271428572],\n",
       " ['Pat Connaughton',\n",
       "  'MIL',\n",
       "  69,\n",
       "  6.782608695652174,\n",
       "  1.173913043478261,\n",
       "  4.811594202898551,\n",
       "  0.7101449275362319,\n",
       "  0.3333333333333333,\n",
       "  0.4782608695652174,\n",
       "  0.434,\n",
       "  0.775,\n",
       "  1.463768115942029,\n",
       "  105.42704044927537],\n",
       " ['DeMarcus Cousins',\n",
       "  'LAC',\n",
       "  41,\n",
       "  8.926829268292684,\n",
       "  1.853658536585366,\n",
       "  6.414634146341464,\n",
       "  0.8292682926829268,\n",
       "  0.5853658536585366,\n",
       "  1.5609756097560976,\n",
       "  0.426,\n",
       "  0.728,\n",
       "  1.146341463414634,\n",
       "  105.12281048780487],\n",
       " ['Marc Gasol',\n",
       "  'LAL',\n",
       "  52,\n",
       "  5.038461538461538,\n",
       "  2.0961538461538463,\n",
       "  4.134615384615385,\n",
       "  0.5,\n",
       "  1.1153846153846154,\n",
       "  1.0192307692307692,\n",
       "  0.454,\n",
       "  0.72,\n",
       "  0.9615384615384616,\n",
       "  104.94927092307694],\n",
       " ['Tyus Jones',\n",
       "  'MEM',\n",
       "  70,\n",
       "  6.314285714285714,\n",
       "  3.7,\n",
       "  2.0,\n",
       "  0.9142857142857143,\n",
       "  0.08571428571428572,\n",
       "  0.6857142857142857,\n",
       "  0.431,\n",
       "  0.911,\n",
       "  0.6428571428571429,\n",
       "  104.80047685714287],\n",
       " ['Mo Bamba',\n",
       "  'ORL',\n",
       "  46,\n",
       "  7.978260869565218,\n",
       "  0.7608695652173914,\n",
       "  5.760869565217392,\n",
       "  0.30434782608695654,\n",
       "  1.2608695652173914,\n",
       "  0.782608695652174,\n",
       "  0.472,\n",
       "  0.682,\n",
       "  0.8260869565217391,\n",
       "  104.73199278260871],\n",
       " ['David Nwaba',\n",
       "  'HOU',\n",
       "  30,\n",
       "  9.2,\n",
       "  1.0333333333333334,\n",
       "  3.933333333333333,\n",
       "  1.0,\n",
       "  0.7,\n",
       "  0.5666666666666667,\n",
       "  0.486,\n",
       "  0.691,\n",
       "  0.5666666666666667,\n",
       "  104.188579],\n",
       " ['Jordan Poole',\n",
       "  'GSW',\n",
       "  51,\n",
       "  12.0,\n",
       "  1.9411764705882353,\n",
       "  1.803921568627451,\n",
       "  0.5098039215686274,\n",
       "  0.17647058823529413,\n",
       "  1.0,\n",
       "  0.432,\n",
       "  0.882,\n",
       "  1.9019607843137254,\n",
       "  104.09190623529412],\n",
       " ['Ivica Zubac',\n",
       "  'LAC',\n",
       "  72,\n",
       "  9.027777777777779,\n",
       "  1.25,\n",
       "  7.208333333333333,\n",
       "  0.3333333333333333,\n",
       "  0.8611111111111112,\n",
       "  1.125,\n",
       "  0.652,\n",
       "  0.789,\n",
       "  0.013888888888888888,\n",
       "  103.73323122222223],\n",
       " ['Moses Brown',\n",
       "  'OKC',\n",
       "  43,\n",
       "  8.604651162790697,\n",
       "  0.23255813953488372,\n",
       "  8.906976744186046,\n",
       "  0.7209302325581395,\n",
       "  1.0930232558139534,\n",
       "  1.0,\n",
       "  0.545,\n",
       "  0.619,\n",
       "  0.0,\n",
       "  103.61419386046512],\n",
       " ['Dennis Smith Jr.',\n",
       "  'DET',\n",
       "  23,\n",
       "  6.695652173913044,\n",
       "  3.347826086956522,\n",
       "  2.391304347826087,\n",
       "  1.0,\n",
       "  0.6086956521739131,\n",
       "  1.1304347826086956,\n",
       "  0.4,\n",
       "  0.731,\n",
       "  0.8260869565217391,\n",
       "  103.5146973478261],\n",
       " ['Wayne Ellington',\n",
       "  'DET',\n",
       "  46,\n",
       "  9.608695652173912,\n",
       "  1.4565217391304348,\n",
       "  1.8478260869565217,\n",
       "  0.391304347826087,\n",
       "  0.1956521739130435,\n",
       "  0.717391304347826,\n",
       "  0.441,\n",
       "  0.8,\n",
       "  2.5217391304347827,\n",
       "  103.2773457826087],\n",
       " ['Jalen Brunson',\n",
       "  'DAL',\n",
       "  68,\n",
       "  12.602941176470589,\n",
       "  3.514705882352941,\n",
       "  3.3970588235294117,\n",
       "  0.5147058823529411,\n",
       "  0.014705882352941176,\n",
       "  1.1764705882352942,\n",
       "  0.523,\n",
       "  0.795,\n",
       "  1.1911764705882353,\n",
       "  103.24320623529411],\n",
       " ['Garrett Temple',\n",
       "  'CHI',\n",
       "  56,\n",
       "  7.553571428571429,\n",
       "  2.2142857142857144,\n",
       "  2.857142857142857,\n",
       "  0.7678571428571429,\n",
       "  0.5357142857142857,\n",
       "  1.0357142857142858,\n",
       "  0.415,\n",
       "  0.8,\n",
       "  1.1964285714285714,\n",
       "  103.11165071428572],\n",
       " ['Montrezl Harrell',\n",
       "  'LAL',\n",
       "  69,\n",
       "  13.492753623188406,\n",
       "  1.0579710144927537,\n",
       "  6.202898550724638,\n",
       "  0.6666666666666666,\n",
       "  0.7101449275362319,\n",
       "  1.0724637681159421,\n",
       "  0.622,\n",
       "  0.707,\n",
       "  0.0,\n",
       "  102.92170328985507],\n",
       " ['Cory Joseph',\n",
       "  'DET',\n",
       "  63,\n",
       "  8.206349206349206,\n",
       "  3.380952380952381,\n",
       "  2.5238095238095237,\n",
       "  0.9682539682539683,\n",
       "  0.2857142857142857,\n",
       "  1.253968253968254,\n",
       "  0.469,\n",
       "  0.818,\n",
       "  0.7142857142857143,\n",
       "  102.69541331746032],\n",
       " ['Damion Lee',\n",
       "  'GSW',\n",
       "  57,\n",
       "  6.543859649122807,\n",
       "  1.280701754385965,\n",
       "  3.1578947368421053,\n",
       "  0.6666666666666666,\n",
       "  0.14035087719298245,\n",
       "  0.5263157894736842,\n",
       "  0.467,\n",
       "  0.909,\n",
       "  1.3508771929824561,\n",
       "  102.6765541754386],\n",
       " ['Josh Jackson',\n",
       "  'DET',\n",
       "  62,\n",
       "  13.35483870967742,\n",
       "  2.306451612903226,\n",
       "  4.096774193548387,\n",
       "  0.8548387096774194,\n",
       "  0.7580645161290323,\n",
       "  2.2903225806451615,\n",
       "  0.419,\n",
       "  0.729,\n",
       "  1.2419354838709677,\n",
       "  102.52916180645161],\n",
       " ['Keldon Johnson',\n",
       "  'SAS',\n",
       "  69,\n",
       "  12.768115942028986,\n",
       "  1.7536231884057971,\n",
       "  5.971014492753623,\n",
       "  0.5797101449275363,\n",
       "  0.34782608695652173,\n",
       "  1.1304347826086956,\n",
       "  0.479,\n",
       "  0.74,\n",
       "  0.8695652173913043,\n",
       "  102.20330436231882],\n",
       " ['Bruce Brown',\n",
       "  'BKN',\n",
       "  65,\n",
       "  8.815384615384616,\n",
       "  1.6,\n",
       "  5.369230769230769,\n",
       "  0.8923076923076924,\n",
       "  0.4307692307692308,\n",
       "  0.8307692307692308,\n",
       "  0.556,\n",
       "  0.735,\n",
       "  0.26153846153846155,\n",
       "  101.85949638461538],\n",
       " ['Daniel Gafford',\n",
       "  'WAS',\n",
       "  54,\n",
       "  7.037037037037037,\n",
       "  0.5370370370370371,\n",
       "  4.277777777777778,\n",
       "  0.48148148148148145,\n",
       "  1.3888888888888888,\n",
       "  0.7592592592592593,\n",
       "  0.684,\n",
       "  0.667,\n",
       "  0.0,\n",
       "  101.64863166666667],\n",
       " ['Landry Shamet',\n",
       "  'BKN',\n",
       "  61,\n",
       "  9.295081967213115,\n",
       "  1.6229508196721312,\n",
       "  1.8360655737704918,\n",
       "  0.5081967213114754,\n",
       "  0.16393442622950818,\n",
       "  0.7868852459016393,\n",
       "  0.408,\n",
       "  0.846,\n",
       "  2.1147540983606556,\n",
       "  101.53462731147542],\n",
       " ['Tomas Satoransky',\n",
       "  'CHI',\n",
       "  58,\n",
       "  7.706896551724138,\n",
       "  4.672413793103448,\n",
       "  2.4482758620689653,\n",
       "  0.6896551724137931,\n",
       "  0.2413793103448276,\n",
       "  1.6551724137931034,\n",
       "  0.514,\n",
       "  0.848,\n",
       "  0.7241379310344828,\n",
       "  101.51285868965516],\n",
       " ['Spencer Dinwiddie',\n",
       "  'BKN',\n",
       "  3,\n",
       "  6.666666666666667,\n",
       "  3.0,\n",
       "  4.333333333333333,\n",
       "  0.6666666666666666,\n",
       "  0.3333333333333333,\n",
       "  1.6666666666666667,\n",
       "  0.375,\n",
       "  1.0,\n",
       "  0.6666666666666666,\n",
       "  101.03129166666668],\n",
       " ['Doug McDermott',\n",
       "  'IND',\n",
       "  66,\n",
       "  13.621212121212121,\n",
       "  1.2878787878787878,\n",
       "  3.3484848484848486,\n",
       "  0.30303030303030304,\n",
       "  0.09090909090909091,\n",
       "  0.803030303030303,\n",
       "  0.532,\n",
       "  0.816,\n",
       "  1.6818181818181819,\n",
       "  100.9636321212121],\n",
       " ['Khem Birch',\n",
       "  'TOR',\n",
       "  67,\n",
       "  7.1940298507462686,\n",
       "  1.328358208955224,\n",
       "  5.776119402985074,\n",
       "  0.7164179104477612,\n",
       "  0.746268656716418,\n",
       "  0.6567164179104478,\n",
       "  0.497,\n",
       "  0.705,\n",
       "  0.19402985074626866,\n",
       "  100.83901095522388],\n",
       " ['Derrick Favors',\n",
       "  'UTA',\n",
       "  68,\n",
       "  5.426470588235294,\n",
       "  0.6470588235294118,\n",
       "  5.529411764705882,\n",
       "  0.47058823529411764,\n",
       "  1.0,\n",
       "  0.5294117647058824,\n",
       "  0.638,\n",
       "  0.738,\n",
       "  0.0,\n",
       "  100.789512],\n",
       " ['Tony Snell',\n",
       "  'ATL',\n",
       "  47,\n",
       "  5.297872340425532,\n",
       "  1.2553191489361701,\n",
       "  2.382978723404255,\n",
       "  0.2765957446808511,\n",
       "  0.23404255319148937,\n",
       "  0.44680851063829785,\n",
       "  0.515,\n",
       "  1.0,\n",
       "  1.3191489361702127,\n",
       "  100.61596925531914],\n",
       " ['Gorgui Dieng',\n",
       "  'SAS',\n",
       "  38,\n",
       "  6.7894736842105265,\n",
       "  1.263157894736842,\n",
       "  3.6842105263157894,\n",
       "  0.6842105263157895,\n",
       "  0.42105263157894735,\n",
       "  0.8421052631578947,\n",
       "  0.521,\n",
       "  0.866,\n",
       "  0.7894736842105263,\n",
       "  100.42090478947368],\n",
       " ['Shake Milton',\n",
       "  'PHI',\n",
       "  63,\n",
       "  12.968253968253968,\n",
       "  3.0634920634920637,\n",
       "  2.3492063492063493,\n",
       "  0.6190476190476191,\n",
       "  0.2857142857142857,\n",
       "  1.6349206349206349,\n",
       "  0.45,\n",
       "  0.83,\n",
       "  1.126984126984127,\n",
       "  99.584313015873],\n",
       " ['James Ennis III',\n",
       "  'ORL',\n",
       "  41,\n",
       "  8.414634146341463,\n",
       "  1.5121951219512195,\n",
       "  4.048780487804878,\n",
       "  0.7804878048780488,\n",
       "  0.17073170731707318,\n",
       "  0.8780487804878049,\n",
       "  0.473,\n",
       "  0.805,\n",
       "  1.0975609756097562,\n",
       "  99.51191507317073],\n",
       " ['Rajon Rondo',\n",
       "  'LAC',\n",
       "  45,\n",
       "  5.377777777777778,\n",
       "  4.4222222222222225,\n",
       "  2.4444444444444446,\n",
       "  0.8222222222222222,\n",
       "  0.08888888888888889,\n",
       "  1.7555555555555555,\n",
       "  0.442,\n",
       "  0.941,\n",
       "  0.8,\n",
       "  99.389405],\n",
       " ['Rui Hachimura',\n",
       "  'WAS',\n",
       "  57,\n",
       "  13.842105263157896,\n",
       "  1.4385964912280702,\n",
       "  5.473684210526316,\n",
       "  0.7719298245614035,\n",
       "  0.12280701754385964,\n",
       "  1.1929824561403508,\n",
       "  0.478,\n",
       "  0.77,\n",
       "  0.7894736842105263,\n",
       "  99.33977782456141],\n",
       " ['Darius Miller',\n",
       "  'OKC',\n",
       "  18,\n",
       "  4.055555555555555,\n",
       "  1.1666666666666667,\n",
       "  1.3333333333333333,\n",
       "  0.7222222222222222,\n",
       "  0.2777777777777778,\n",
       "  0.4444444444444444,\n",
       "  0.458,\n",
       "  1.0,\n",
       "  0.9444444444444444,\n",
       "  99.14322911111111],\n",
       " ['Matisse Thybulle',\n",
       "  'PHI',\n",
       "  65,\n",
       "  3.923076923076923,\n",
       "  0.9692307692307692,\n",
       "  1.9076923076923078,\n",
       "  1.6153846153846154,\n",
       "  1.0923076923076922,\n",
       "  0.49230769230769234,\n",
       "  0.42,\n",
       "  0.444,\n",
       "  0.6615384615384615,\n",
       "  99.06127507692307],\n",
       " ['Furkan Korkmaz',\n",
       "  'PHI',\n",
       "  55,\n",
       "  9.10909090909091,\n",
       "  1.490909090909091,\n",
       "  2.0545454545454547,\n",
       "  0.8909090909090909,\n",
       "  0.16363636363636364,\n",
       "  0.8363636363636363,\n",
       "  0.401,\n",
       "  0.732,\n",
       "  1.8363636363636364,\n",
       "  98.78192154545454],\n",
       " ['Darius Bazley',\n",
       "  'OKC',\n",
       "  55,\n",
       "  13.709090909090909,\n",
       "  1.8,\n",
       "  7.2,\n",
       "  0.5272727272727272,\n",
       "  0.45454545454545453,\n",
       "  2.2181818181818183,\n",
       "  0.396,\n",
       "  0.702,\n",
       "  1.509090909090909,\n",
       "  98.67520381818181],\n",
       " ['JaMychal Green',\n",
       "  'DEN',\n",
       "  58,\n",
       "  8.120689655172415,\n",
       "  0.9137931034482759,\n",
       "  4.775862068965517,\n",
       "  0.4482758620689655,\n",
       "  0.3793103448275862,\n",
       "  0.9137931034482759,\n",
       "  0.463,\n",
       "  0.807,\n",
       "  1.3620689655172413,\n",
       "  98.53414917241379],\n",
       " ['Malik Monk',\n",
       "  'CHA',\n",
       "  42,\n",
       "  11.666666666666666,\n",
       "  2.0714285714285716,\n",
       "  2.4047619047619047,\n",
       "  0.4523809523809524,\n",
       "  0.09523809523809523,\n",
       "  1.3095238095238095,\n",
       "  0.434,\n",
       "  0.819,\n",
       "  2.0238095238095237,\n",
       "  98.4820329047619],\n",
       " ['Nicolas Claxton',\n",
       "  'BKN',\n",
       "  32,\n",
       "  6.625,\n",
       "  0.875,\n",
       "  5.1875,\n",
       "  0.71875,\n",
       "  1.25,\n",
       "  0.5625,\n",
       "  0.621,\n",
       "  0.484,\n",
       "  0.03125,\n",
       "  98.392068],\n",
       " ['Gary Harris',\n",
       "  'ORL',\n",
       "  39,\n",
       "  9.948717948717949,\n",
       "  2.0,\n",
       "  2.0256410256410255,\n",
       "  0.717948717948718,\n",
       "  0.28205128205128205,\n",
       "  0.9487179487179487,\n",
       "  0.4,\n",
       "  0.821,\n",
       "  1.2307692307692308,\n",
       "  98.28104761538462],\n",
       " ['Lonnie Walker IV',\n",
       "  'SAS',\n",
       "  60,\n",
       "  11.15,\n",
       "  1.6833333333333333,\n",
       "  2.5833333333333335,\n",
       "  0.48333333333333334,\n",
       "  0.25,\n",
       "  1.0833333333333333,\n",
       "  0.42,\n",
       "  0.814,\n",
       "  1.6666666666666667,\n",
       "  98.03379533333333],\n",
       " ['Kent Bazemore',\n",
       "  'GSW',\n",
       "  67,\n",
       "  7.17910447761194,\n",
       "  1.6119402985074627,\n",
       "  3.417910447761194,\n",
       "  1.0298507462686568,\n",
       "  0.4925373134328358,\n",
       "  1.2238805970149254,\n",
       "  0.449,\n",
       "  0.692,\n",
       "  1.1194029850746268,\n",
       "  97.96320574626864],\n",
       " ['Terence Davis',\n",
       "  'SAC',\n",
       "  61,\n",
       "  8.737704918032787,\n",
       "  1.360655737704918,\n",
       "  2.5245901639344264,\n",
       "  0.7213114754098361,\n",
       "  0.22950819672131148,\n",
       "  1.0327868852459017,\n",
       "  0.428,\n",
       "  0.818,\n",
       "  1.6065573770491803,\n",
       "  97.94077642622949],\n",
       " ['Denzel Valentine',\n",
       "  'CHI',\n",
       "  62,\n",
       "  6.548387096774194,\n",
       "  1.6935483870967742,\n",
       "  3.1774193548387095,\n",
       "  0.4838709677419355,\n",
       "  0.11290322580645161,\n",
       "  0.6774193548387096,\n",
       "  0.373,\n",
       "  0.941,\n",
       "  1.2903225806451613,\n",
       "  97.61389954838708],\n",
       " ['Derrick Jones Jr.',\n",
       "  'POR',\n",
       "  58,\n",
       "  6.827586206896552,\n",
       "  0.8103448275862069,\n",
       "  3.5344827586206895,\n",
       "  0.6379310344827587,\n",
       "  0.9310344827586207,\n",
       "  0.5517241379310345,\n",
       "  0.484,\n",
       "  0.648,\n",
       "  0.7413793103448276,\n",
       "  97.5410252413793],\n",
       " ['Goga Bitadze',\n",
       "  'IND',\n",
       "  45,\n",
       "  5.133333333333334,\n",
       "  0.8222222222222222,\n",
       "  3.3333333333333335,\n",
       "  0.2,\n",
       "  1.3333333333333333,\n",
       "  0.37777777777777777,\n",
       "  0.428,\n",
       "  0.738,\n",
       "  0.4444444444444444,\n",
       "  96.922602],\n",
       " ['D.J. Augustin',\n",
       "  'HOU',\n",
       "  57,\n",
       "  7.684210526315789,\n",
       "  3.2982456140350878,\n",
       "  1.6491228070175439,\n",
       "  0.49122807017543857,\n",
       "  0.017543859649122806,\n",
       "  1.1403508771929824,\n",
       "  0.394,\n",
       "  0.904,\n",
       "  1.456140350877193,\n",
       "  96.67696670175438],\n",
       " ['Lou Williams',\n",
       "  'ATL',\n",
       "  66,\n",
       "  11.348484848484848,\n",
       "  3.409090909090909,\n",
       "  2.090909090909091,\n",
       "  0.7121212121212122,\n",
       "  0.09090909090909091,\n",
       "  1.6363636363636365,\n",
       "  0.41,\n",
       "  0.867,\n",
       "  1.0454545454545454,\n",
       "  96.62664433333332],\n",
       " ['George Hill',\n",
       "  'PHI',\n",
       "  30,\n",
       "  8.7,\n",
       "  2.433333333333333,\n",
       "  2.033333333333333,\n",
       "  0.7666666666666667,\n",
       "  0.16666666666666666,\n",
       "  1.0333333333333334,\n",
       "  0.482,\n",
       "  0.8,\n",
       "  1.0333333333333334,\n",
       "  96.40868866666666],\n",
       " ['Luke Kennard',\n",
       "  'LAC',\n",
       "  63,\n",
       "  8.253968253968255,\n",
       "  1.6507936507936507,\n",
       "  2.5555555555555554,\n",
       "  0.36507936507936506,\n",
       "  0.14285714285714285,\n",
       "  0.7619047619047619,\n",
       "  0.476,\n",
       "  0.839,\n",
       "  1.5873015873015872,\n",
       "  96.24042728571429],\n",
       " ['Torrey Craig',\n",
       "  'PHX',\n",
       "  50,\n",
       "  5.48,\n",
       "  0.98,\n",
       "  3.94,\n",
       "  0.56,\n",
       "  0.54,\n",
       "  0.5,\n",
       "  0.48,\n",
       "  0.773,\n",
       "  0.78,\n",
       "  96.195199],\n",
       " ['Isaiah Roby',\n",
       "  'OKC',\n",
       "  61,\n",
       "  8.737704918032787,\n",
       "  1.7540983606557377,\n",
       "  5.590163934426229,\n",
       "  0.8524590163934426,\n",
       "  0.6065573770491803,\n",
       "  1.8524590163934427,\n",
       "  0.483,\n",
       "  0.744,\n",
       "  0.5245901639344263,\n",
       "  96.09606270491803],\n",
       " ['Steven Adams',\n",
       "  'NOP',\n",
       "  58,\n",
       "  7.551724137931035,\n",
       "  1.9137931034482758,\n",
       "  8.862068965517242,\n",
       "  0.9310344827586207,\n",
       "  0.6551724137931034,\n",
       "  1.3448275862068966,\n",
       "  0.614,\n",
       "  0.444,\n",
       "  0.0,\n",
       "  96.08354668965518],\n",
       " ['Georges Niang',\n",
       "  'UTA',\n",
       "  72,\n",
       "  6.944444444444445,\n",
       "  0.8194444444444444,\n",
       "  2.4444444444444446,\n",
       "  0.3472222222222222,\n",
       "  0.1111111111111111,\n",
       "  0.7083333333333334,\n",
       "  0.437,\n",
       "  0.957,\n",
       "  1.7222222222222223,\n",
       "  96.06053688888889],\n",
       " ['Jordan McLaughlin',\n",
       "  'MIN',\n",
       "  51,\n",
       "  5.019607843137255,\n",
       "  3.784313725490196,\n",
       "  2.1176470588235294,\n",
       "  1.0,\n",
       "  0.11764705882352941,\n",
       "  1.0,\n",
       "  0.413,\n",
       "  0.767,\n",
       "  0.6470588235294118,\n",
       "  95.54127498039216],\n",
       " ['Dean Wade',\n",
       "  'CLE',\n",
       "  63,\n",
       "  5.968253968253968,\n",
       "  1.1746031746031746,\n",
       "  3.4126984126984126,\n",
       "  0.5555555555555556,\n",
       "  0.3333333333333333,\n",
       "  0.47619047619047616,\n",
       "  0.431,\n",
       "  0.769,\n",
       "  1.2380952380952381,\n",
       "  95.46805403174604],\n",
       " ['Danuel House Jr.',\n",
       "  'HOU',\n",
       "  36,\n",
       "  8.75,\n",
       "  1.9166666666666667,\n",
       "  3.6666666666666665,\n",
       "  0.5555555555555556,\n",
       "  0.4444444444444444,\n",
       "  1.0,\n",
       "  0.404,\n",
       "  0.651,\n",
       "  1.5,\n",
       "  95.43801477777778],\n",
       " ['Jarred Vanderbilt',\n",
       "  'MIN',\n",
       "  64,\n",
       "  5.375,\n",
       "  1.1875,\n",
       "  5.75,\n",
       "  1.0,\n",
       "  0.71875,\n",
       "  0.828125,\n",
       "  0.606,\n",
       "  0.559,\n",
       "  0.015625,\n",
       "  95.20400925],\n",
       " ['Jaylen Nowell',\n",
       "  'MIN',\n",
       "  42,\n",
       "  9.023809523809524,\n",
       "  1.4761904761904763,\n",
       "  2.261904761904762,\n",
       "  0.5238095238095238,\n",
       "  0.2857142857142857,\n",
       "  0.6666666666666666,\n",
       "  0.424,\n",
       "  0.818,\n",
       "  1.1904761904761905,\n",
       "  95.165758],\n",
       " ['Cody Zeller',\n",
       "  'CHA',\n",
       "  48,\n",
       "  9.395833333333334,\n",
       "  1.7916666666666667,\n",
       "  6.833333333333333,\n",
       "  0.5625,\n",
       "  0.3541666666666667,\n",
       "  1.0625,\n",
       "  0.559,\n",
       "  0.714,\n",
       "  0.08333333333333333,\n",
       "  94.95974766666666],\n",
       " ['DeAndre Jordan',\n",
       "  'BKN',\n",
       "  57,\n",
       "  7.473684210526316,\n",
       "  1.631578947368421,\n",
       "  7.491228070175438,\n",
       "  0.2982456140350877,\n",
       "  1.1403508771929824,\n",
       "  1.4912280701754386,\n",
       "  0.763,\n",
       "  0.5,\n",
       "  0.0,\n",
       "  94.8961677368421],\n",
       " ['Marvin Bagley III',\n",
       "  'SAC',\n",
       "  43,\n",
       "  14.13953488372093,\n",
       "  1.0,\n",
       "  7.395348837209302,\n",
       "  0.4883720930232558,\n",
       "  0.4883720930232558,\n",
       "  1.372093023255814,\n",
       "  0.504,\n",
       "  0.575,\n",
       "  0.8604651162790697,\n",
       "  94.83202993023255],\n",
       " ['Alize Johnson',\n",
       "  'BKN',\n",
       "  18,\n",
       "  5.222222222222222,\n",
       "  0.7777777777777778,\n",
       "  5.0,\n",
       "  0.2777777777777778,\n",
       "  0.2777777777777778,\n",
       "  0.5,\n",
       "  0.588,\n",
       "  1.0,\n",
       "  0.05555555555555555,\n",
       "  94.74623688888889],\n",
       " ['Yogi Ferrell',\n",
       "  'LAC',\n",
       "  10,\n",
       "  5.6,\n",
       "  2.2,\n",
       "  1.9,\n",
       "  0.7,\n",
       "  0.3,\n",
       "  0.3,\n",
       "  0.351,\n",
       "  0.778,\n",
       "  0.9,\n",
       "  94.422855],\n",
       " ['Hamidou Diallo',\n",
       "  'DET',\n",
       "  52,\n",
       "  11.615384615384615,\n",
       "  1.9423076923076923,\n",
       "  5.230769230769231,\n",
       "  0.7884615384615384,\n",
       "  0.46153846153846156,\n",
       "  1.4615384615384615,\n",
       "  0.477,\n",
       "  0.64,\n",
       "  0.5384615384615384,\n",
       "  94.01761007692309],\n",
       " ['Andre Iguodala',\n",
       "  'MIA',\n",
       "  63,\n",
       "  4.365079365079365,\n",
       "  2.253968253968254,\n",
       "  3.507936507936508,\n",
       "  0.9047619047619048,\n",
       "  0.5555555555555556,\n",
       "  1.0634920634920635,\n",
       "  0.383,\n",
       "  0.658,\n",
       "  0.9523809523809523,\n",
       "  93.94870668253968],\n",
       " ['Henry Ellenson',\n",
       "  'TOR',\n",
       "  2,\n",
       "  7.5,\n",
       "  2.5,\n",
       "  6.0,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  0.357,\n",
       "  0.75,\n",
       "  1.0,\n",
       "  93.928997],\n",
       " ['James Johnson',\n",
       "  'NOP',\n",
       "  51,\n",
       "  7.215686274509804,\n",
       "  1.9215686274509804,\n",
       "  3.4705882352941178,\n",
       "  0.8235294117647058,\n",
       "  0.8235294117647058,\n",
       "  1.0784313725490196,\n",
       "  0.446,\n",
       "  0.592,\n",
       "  0.6078431372549019,\n",
       "  93.74969298039215],\n",
       " ['Talen Horton-Tucker',\n",
       "  'LAL',\n",
       "  65,\n",
       "  9.0,\n",
       "  2.7846153846153845,\n",
       "  2.6,\n",
       "  0.9692307692307692,\n",
       "  0.3230769230769231,\n",
       "  1.6153846153846154,\n",
       "  0.458,\n",
       "  0.775,\n",
       "  0.5692307692307692,\n",
       "  93.7407506923077],\n",
       " ['Austin Rivers',\n",
       "  'DEN',\n",
       "  36,\n",
       "  7.916666666666667,\n",
       "  2.25,\n",
       "  2.2777777777777777,\n",
       "  0.8333333333333334,\n",
       "  0.05555555555555555,\n",
       "  1.0,\n",
       "  0.424,\n",
       "  0.71,\n",
       "  1.5277777777777777,\n",
       "  93.67142288888888],\n",
       " ['Dwight Powell',\n",
       "  'DAL',\n",
       "  58,\n",
       "  5.896551724137931,\n",
       "  1.0862068965517242,\n",
       "  4.0344827586206895,\n",
       "  0.6206896551724138,\n",
       "  0.5172413793103449,\n",
       "  0.6896551724137931,\n",
       "  0.619,\n",
       "  0.782,\n",
       "  0.08620689655172414,\n",
       "  93.56152258620689],\n",
       " ['Alex Caruso',\n",
       "  'LAL',\n",
       "  58,\n",
       "  6.379310344827586,\n",
       "  2.7586206896551726,\n",
       "  2.9310344827586206,\n",
       "  1.103448275862069,\n",
       "  0.25862068965517243,\n",
       "  1.3103448275862069,\n",
       "  0.436,\n",
       "  0.645,\n",
       "  0.9482758620689655,\n",
       "  93.05022893103447],\n",
       " ['Patrick McCaw',\n",
       "  'TOR',\n",
       "  5,\n",
       "  1.0,\n",
       "  0.8,\n",
       "  0.6,\n",
       "  0.4,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  1.0,\n",
       "  1.0,\n",
       "  0.0,\n",
       "  92.674],\n",
       " ['Tony Bradley',\n",
       "  'OKC',\n",
       "  42,\n",
       "  7.142857142857143,\n",
       "  0.8809523809523809,\n",
       "  5.690476190476191,\n",
       "  0.35714285714285715,\n",
       "  0.7142857142857143,\n",
       "  0.7857142857142857,\n",
       "  0.665,\n",
       "  0.691,\n",
       "  0.0,\n",
       "  92.50475466666667],\n",
       " ['Maurice Harkless',\n",
       "  'SAC',\n",
       "  37,\n",
       "  5.243243243243243,\n",
       "  1.1891891891891893,\n",
       "  2.4054054054054053,\n",
       "  0.8108108108108109,\n",
       "  0.5405405405405406,\n",
       "  0.5945945945945946,\n",
       "  0.418,\n",
       "  0.767,\n",
       "  0.6216216216216216,\n",
       "  92.45842224324323],\n",
       " ['Svi Mykhailiuk',\n",
       "  'OKC',\n",
       "  66,\n",
       "  8.469696969696969,\n",
       "  1.6666666666666667,\n",
       "  2.4696969696969697,\n",
       "  0.7727272727272727,\n",
       "  0.18181818181818182,\n",
       "  1.3333333333333333,\n",
       "  0.411,\n",
       "  0.76,\n",
       "  1.5909090909090908,\n",
       "  92.39711554545455],\n",
       " ['Jaxson Hayes',\n",
       "  'NOP',\n",
       "  60,\n",
       "  7.483333333333333,\n",
       "  0.5833333333333334,\n",
       "  4.283333333333333,\n",
       "  0.4166666666666667,\n",
       "  0.6333333333333333,\n",
       "  0.65,\n",
       "  0.625,\n",
       "  0.775,\n",
       "  0.1,\n",
       "  92.3672],\n",
       " ['Anfernee Simons',\n",
       "  'POR',\n",
       "  64,\n",
       "  7.84375,\n",
       "  1.390625,\n",
       "  2.1875,\n",
       "  0.28125,\n",
       "  0.125,\n",
       "  0.671875,\n",
       "  0.419,\n",
       "  0.807,\n",
       "  1.875,\n",
       "  92.33569499999999],\n",
       " ['Dwayne Bacon',\n",
       "  'ORL',\n",
       "  72,\n",
       "  10.944444444444445,\n",
       "  1.2916666666666667,\n",
       "  3.111111111111111,\n",
       "  0.625,\n",
       "  0.06944444444444445,\n",
       "  0.6388888888888888,\n",
       "  0.402,\n",
       "  0.824,\n",
       "  0.8194444444444444,\n",
       "  92.17080844444443],\n",
       " ['Willy Hernangomez',\n",
       "  'NOP',\n",
       "  47,\n",
       "  7.76595744680851,\n",
       "  1.0638297872340425,\n",
       "  7.1063829787234045,\n",
       "  0.46808510638297873,\n",
       "  0.48936170212765956,\n",
       "  0.723404255319149,\n",
       "  0.563,\n",
       "  0.667,\n",
       "  0.02127659574468085,\n",
       "  92.094174],\n",
       " ['Dewayne Dedmon',\n",
       "  'MIA',\n",
       "  16,\n",
       "  7.0625,\n",
       "  0.75,\n",
       "  5.375,\n",
       "  0.5625,\n",
       "  0.375,\n",
       "  0.8125,\n",
       "  0.708,\n",
       "  0.741,\n",
       "  0.0625,\n",
       "  92.083641],\n",
       " ['Bryn Forbes',\n",
       "  'MIL',\n",
       "  70,\n",
       "  10.014285714285714,\n",
       "  0.6428571428571429,\n",
       "  1.6,\n",
       "  0.34285714285714286,\n",
       "  0.014285714285714285,\n",
       "  0.6285714285714286,\n",
       "  0.473,\n",
       "  0.77,\n",
       "  2.2,\n",
       "  91.73292157142856],\n",
       " ['Matthew Dellavedova',\n",
       "  'CLE',\n",
       "  13,\n",
       "  2.769230769230769,\n",
       "  4.461538461538462,\n",
       "  1.8461538461538463,\n",
       "  0.3076923076923077,\n",
       "  0.07692307692307693,\n",
       "  0.46153846153846156,\n",
       "  0.25,\n",
       "  1.0,\n",
       "  0.3076923076923077,\n",
       "  91.69613461538462],\n",
       " ['Ed Davis',\n",
       "  'MIN',\n",
       "  23,\n",
       "  2.0869565217391304,\n",
       "  0.9130434782608695,\n",
       "  5.0,\n",
       "  0.5652173913043478,\n",
       "  0.5652173913043478,\n",
       "  0.30434782608695654,\n",
       "  0.432,\n",
       "  0.833,\n",
       "  0.0,\n",
       "  91.40997100000001],\n",
       " ['Terance Mann',\n",
       "  'LAC',\n",
       "  67,\n",
       "  7.044776119402985,\n",
       "  1.5522388059701493,\n",
       "  3.611940298507463,\n",
       "  0.43283582089552236,\n",
       "  0.19402985074626866,\n",
       "  0.5970149253731343,\n",
       "  0.509,\n",
       "  0.83,\n",
       "  0.5671641791044776,\n",
       "  91.35472750746268],\n",
       " ['Yuta Watanabe',\n",
       "  'TOR',\n",
       "  50,\n",
       "  4.36,\n",
       "  0.8,\n",
       "  3.18,\n",
       "  0.52,\n",
       "  0.38,\n",
       "  0.38,\n",
       "  0.439,\n",
       "  0.828,\n",
       "  0.72,\n",
       "  90.432453],\n",
       " ['John Konchar',\n",
       "  'MEM',\n",
       "  43,\n",
       "  4.27906976744186,\n",
       "  1.0930232558139534,\n",
       "  2.9767441860465116,\n",
       "  0.6976744186046512,\n",
       "  0.20930232558139536,\n",
       "  0.4186046511627907,\n",
       "  0.5,\n",
       "  0.833,\n",
       "  0.4883720930232558,\n",
       "  90.40002690697675],\n",
       " ['JaVale McGee',\n",
       "  'DEN',\n",
       "  46,\n",
       "  7.326086956521739,\n",
       "  0.8478260869565217,\n",
       "  5.195652173913044,\n",
       "  0.41304347826086957,\n",
       "  1.173913043478261,\n",
       "  1.3043478260869565,\n",
       "  0.511,\n",
       "  0.657,\n",
       "  0.10869565217391304,\n",
       "  90.35987808695651],\n",
       " ['Kenrich Williams',\n",
       "  'OKC',\n",
       "  66,\n",
       "  7.96969696969697,\n",
       "  2.303030303030303,\n",
       "  4.136363636363637,\n",
       "  0.8333333333333334,\n",
       "  0.25757575757575757,\n",
       "  1.1515151515151516,\n",
       "  0.533,\n",
       "  0.571,\n",
       "  0.7878787878787878,\n",
       "  90.22095600000002],\n",
       " ['Wesley Matthews',\n",
       "  'LAL',\n",
       "  58,\n",
       "  4.810344827586207,\n",
       "  0.9310344827586207,\n",
       "  1.603448275862069,\n",
       "  0.6551724137931034,\n",
       "  0.29310344827586204,\n",
       "  0.4482758620689655,\n",
       "  0.353,\n",
       "  0.854,\n",
       "  1.1379310344827587,\n",
       "  90.21463189655171],\n",
       " ['Dario Saric',\n",
       "  'PHX',\n",
       "  50,\n",
       "  8.74,\n",
       "  1.3,\n",
       "  3.8,\n",
       "  0.6,\n",
       "  0.08,\n",
       "  1.14,\n",
       "  0.447,\n",
       "  0.848,\n",
       "  0.94,\n",
       "  90.17548099999999],\n",
       " ['Josh Okogie',\n",
       "  'MIN',\n",
       "  59,\n",
       "  5.3559322033898304,\n",
       "  1.0677966101694916,\n",
       "  2.6440677966101696,\n",
       "  0.9152542372881356,\n",
       "  0.4745762711864407,\n",
       "  0.7288135593220338,\n",
       "  0.402,\n",
       "  0.769,\n",
       "  0.4915254237288136,\n",
       "  90.03455069491527],\n",
       " ['Michael Carter-Williams',\n",
       "  'ORL',\n",
       "  31,\n",
       "  8.838709677419354,\n",
       "  4.161290322580645,\n",
       "  4.483870967741935,\n",
       "  0.8064516129032258,\n",
       "  0.5483870967741935,\n",
       "  2.225806451612903,\n",
       "  0.389,\n",
       "  0.613,\n",
       "  0.4838709677419355,\n",
       "  89.82230316129032],\n",
       " ['Ersan Ilyasova',\n",
       "  'UTA',\n",
       "  17,\n",
       "  3.823529411764706,\n",
       "  0.23529411764705882,\n",
       "  1.7058823529411764,\n",
       "  0.5882352941176471,\n",
       "  0.17647058823529413,\n",
       "  0.47058823529411764,\n",
       "  0.389,\n",
       "  1.0,\n",
       "  1.0588235294117647,\n",
       "  89.77783076470588],\n",
       " ['PJ Dozier',\n",
       "  'DEN',\n",
       "  50,\n",
       "  7.7,\n",
       "  1.84,\n",
       "  3.64,\n",
       "  0.62,\n",
       "  0.44,\n",
       "  0.92,\n",
       "  0.417,\n",
       "  0.636,\n",
       "  0.94,\n",
       "  89.713315],\n",
       " ['Moritz Wagner',\n",
       "  'ORL',\n",
       "  45,\n",
       "  6.888888888888889,\n",
       "  1.1111111111111112,\n",
       "  3.2444444444444445,\n",
       "  0.5777777777777777,\n",
       "  0.4,\n",
       "  0.9555555555555556,\n",
       "  0.454,\n",
       "  0.816,\n",
       "  0.6888888888888889,\n",
       "  89.62694866666666],\n",
       " ['Ish Smith',\n",
       "  'WAS',\n",
       "  44,\n",
       "  6.704545454545454,\n",
       "  3.909090909090909,\n",
       "  3.409090909090909,\n",
       "  0.7272727272727273,\n",
       "  0.29545454545454547,\n",
       "  0.9318181818181818,\n",
       "  0.434,\n",
       "  0.576,\n",
       "  0.4090909090909091,\n",
       "  89.585642],\n",
       " ['Drew Eubanks',\n",
       "  'SAS',\n",
       "  54,\n",
       "  5.7592592592592595,\n",
       "  0.7777777777777778,\n",
       "  4.462962962962963,\n",
       "  0.3333333333333333,\n",
       "  0.9074074074074074,\n",
       "  0.8333333333333334,\n",
       "  0.566,\n",
       "  0.726,\n",
       "  0.037037037037037035,\n",
       "  89.17491955555555],\n",
       " ['Dwight Howard',\n",
       "  'PHI',\n",
       "  69,\n",
       "  6.9855072463768115,\n",
       "  0.8840579710144928,\n",
       "  8.405797101449275,\n",
       "  0.43478260869565216,\n",
       "  0.8985507246376812,\n",
       "  1.6231884057971016,\n",
       "  0.587,\n",
       "  0.576,\n",
       "  0.07246376811594203,\n",
       "  88.609605],\n",
       " ['Trey Burke',\n",
       "  'DAL',\n",
       "  62,\n",
       "  6.629032258064516,\n",
       "  1.3064516129032258,\n",
       "  0.8709677419354839,\n",
       "  0.5806451612903226,\n",
       "  0.11290322580645161,\n",
       "  0.532258064516129,\n",
       "  0.428,\n",
       "  0.895,\n",
       "  0.9354838709677419,\n",
       "  88.49999558064516],\n",
       " ['Avery Bradley',\n",
       "  'HOU',\n",
       "  27,\n",
       "  6.407407407407407,\n",
       "  1.7037037037037037,\n",
       "  2.111111111111111,\n",
       "  0.7777777777777778,\n",
       "  0.1111111111111111,\n",
       "  1.037037037037037,\n",
       "  0.374,\n",
       "  0.8,\n",
       "  1.2222222222222223,\n",
       "  88.42264288888889],\n",
       " ['Al-Farouq Aminu',\n",
       "  'CHI',\n",
       "  23,\n",
       "  4.434782608695652,\n",
       "  1.3478260869565217,\n",
       "  4.782608695652174,\n",
       "  0.8260869565217391,\n",
       "  0.391304347826087,\n",
       "  1.2173913043478262,\n",
       "  0.384,\n",
       "  0.818,\n",
       "  0.34782608695652173,\n",
       "  88.41274408695652],\n",
       " ['P.J. Tucker',\n",
       "  'MIL',\n",
       "  52,\n",
       "  3.7115384615384617,\n",
       "  1.1730769230769231,\n",
       "  3.923076923076923,\n",
       "  0.75,\n",
       "  0.38461538461538464,\n",
       "  0.7692307692307693,\n",
       "  0.373,\n",
       "  0.75,\n",
       "  0.7692307692307693,\n",
       "  88.3935253076923],\n",
       " ['Stanley Johnson',\n",
       "  'TOR',\n",
       "  61,\n",
       "  4.377049180327869,\n",
       "  1.459016393442623,\n",
       "  2.5081967213114753,\n",
       "  0.8524590163934426,\n",
       "  0.29508196721311475,\n",
       "  0.8852459016393442,\n",
       "  0.382,\n",
       "  0.8,\n",
       "  0.7377049180327869,\n",
       "  87.91756134426231],\n",
       " ['Aaron Holiday',\n",
       "  'IND',\n",
       "  66,\n",
       "  7.196969696969697,\n",
       "  1.8636363636363635,\n",
       "  1.3484848484848484,\n",
       "  0.696969696969697,\n",
       "  0.19696969696969696,\n",
       "  1.0,\n",
       "  0.39,\n",
       "  0.819,\n",
       "  1.0151515151515151,\n",
       "  87.8683773030303],\n",
       " ['Tristan Thompson',\n",
       "  'BOS',\n",
       "  54,\n",
       "  7.574074074074074,\n",
       "  1.2407407407407407,\n",
       "  8.12962962962963,\n",
       "  0.4444444444444444,\n",
       "  0.6111111111111112,\n",
       "  1.1481481481481481,\n",
       "  0.518,\n",
       "  0.592,\n",
       "  0.0,\n",
       "  87.80267992592593],\n",
       " ['JJ Redick',\n",
       "  'DAL',\n",
       "  44,\n",
       "  7.431818181818182,\n",
       "  1.1590909090909092,\n",
       "  1.4545454545454546,\n",
       "  0.25,\n",
       "  0.06818181818181818,\n",
       "  0.8181818181818182,\n",
       "  0.397,\n",
       "  0.942,\n",
       "  1.5,\n",
       "  87.69183118181816],\n",
       " ['Alex Len',\n",
       "  'WAS',\n",
       "  64,\n",
       "  6.609375,\n",
       "  0.765625,\n",
       "  4.0625,\n",
       "  0.3125,\n",
       "  1.0,\n",
       "  0.859375,\n",
       "  0.615,\n",
       "  0.629,\n",
       "  0.125,\n",
       "  87.6778145],\n",
       " ['Frank Jackson',\n",
       "  'DET',\n",
       "  40,\n",
       "  9.75,\n",
       "  0.9,\n",
       "  2.15,\n",
       "  0.375,\n",
       "  0.025,\n",
       "  0.85,\n",
       "  0.457,\n",
       "  0.813,\n",
       "  1.525,\n",
       "  87.379936],\n",
       " ['Willie Cauley-Stein',\n",
       "  'DAL',\n",
       "  53,\n",
       "  5.283018867924528,\n",
       "  0.660377358490566,\n",
       "  4.452830188679245,\n",
       "  0.39622641509433965,\n",
       "  0.8113207547169812,\n",
       "  0.5471698113207547,\n",
       "  0.632,\n",
       "  0.628,\n",
       "  0.018867924528301886,\n",
       "  87.34917864150944],\n",
       " ['Garrison Mathews',\n",
       "  'WAS',\n",
       "  64,\n",
       "  5.53125,\n",
       "  0.40625,\n",
       "  1.359375,\n",
       "  0.453125,\n",
       "  0.109375,\n",
       "  0.15625,\n",
       "  0.409,\n",
       "  0.884,\n",
       "  1.1875,\n",
       "  87.31581600000001],\n",
       " ['Jeff Teague',\n",
       "  'MIL',\n",
       "  55,\n",
       "  6.745454545454545,\n",
       "  2.4,\n",
       "  1.6,\n",
       "  0.6181818181818182,\n",
       "  0.21818181818181817,\n",
       "  1.1636363636363636,\n",
       "  0.433,\n",
       "  0.848,\n",
       "  0.6545454545454545,\n",
       "  87.12901427272726],\n",
       " ['Dylan Windler',\n",
       "  'CLE',\n",
       "  31,\n",
       "  5.193548387096774,\n",
       "  1.064516129032258,\n",
       "  3.4516129032258065,\n",
       "  0.6129032258064516,\n",
       "  0.3870967741935484,\n",
       "  1.032258064516129,\n",
       "  0.438,\n",
       "  0.778,\n",
       "  0.8387096774193549,\n",
       "  87.02001264516127],\n",
       " ['Jalen McDaniels',\n",
       "  'CHA',\n",
       "  47,\n",
       "  7.361702127659575,\n",
       "  1.127659574468085,\n",
       "  3.595744680851064,\n",
       "  0.5957446808510638,\n",
       "  0.40425531914893614,\n",
       "  0.9574468085106383,\n",
       "  0.468,\n",
       "  0.703,\n",
       "  0.7446808510638298,\n",
       "  86.98810295744681],\n",
       " ['Hassan Whiteside',\n",
       "  'SAC',\n",
       "  36,\n",
       "  8.13888888888889,\n",
       "  0.5555555555555556,\n",
       "  5.972222222222222,\n",
       "  0.25,\n",
       "  1.2777777777777777,\n",
       "  1.1111111111111112,\n",
       "  0.563,\n",
       "  0.519,\n",
       "  0.0,\n",
       "  86.69716333333332],\n",
       " ['Timothe Luwawu-Cabarrot',\n",
       "  'BKN',\n",
       "  58,\n",
       "  6.379310344827586,\n",
       "  1.1896551724137931,\n",
       "  2.2241379310344827,\n",
       "  0.5689655172413793,\n",
       "  0.10344827586206896,\n",
       "  0.7413793103448276,\n",
       "  0.365,\n",
       "  0.814,\n",
       "  1.293103448275862,\n",
       "  86.56214320689655],\n",
       " ['Mike James',\n",
       "  'BKN',\n",
       "  13,\n",
       "  7.6923076923076925,\n",
       "  4.153846153846154,\n",
       "  2.4615384615384617,\n",
       "  0.46153846153846156,\n",
       "  0.07692307692307693,\n",
       "  1.5384615384615385,\n",
       "  0.37,\n",
       "  0.778,\n",
       "  0.8461538461538461,\n",
       "  86.49977323076924],\n",
       " [\"DeAndre' Bembry\",\n",
       "  'TOR',\n",
       "  51,\n",
       "  5.745098039215686,\n",
       "  2.0980392156862746,\n",
       "  2.8627450980392157,\n",
       "  1.0392156862745099,\n",
       "  0.35294117647058826,\n",
       "  1.392156862745098,\n",
       "  0.513,\n",
       "  0.682,\n",
       "  0.27450980392156865,\n",
       "  85.97011998039216],\n",
       " ['Brad Wanamaker',\n",
       "  'CHA',\n",
       "  61,\n",
       "  5.508196721311475,\n",
       "  2.8524590163934427,\n",
       "  1.721311475409836,\n",
       "  0.7049180327868853,\n",
       "  0.18032786885245902,\n",
       "  1.1639344262295082,\n",
       "  0.385,\n",
       "  0.891,\n",
       "  0.26229508196721313,\n",
       "  85.88829980327868],\n",
       " ['Markieff Morris',\n",
       "  'LAL',\n",
       "  61,\n",
       "  6.672131147540983,\n",
       "  1.1967213114754098,\n",
       "  4.360655737704918,\n",
       "  0.36065573770491804,\n",
       "  0.3114754098360656,\n",
       "  0.8852459016393442,\n",
       "  0.405,\n",
       "  0.72,\n",
       "  1.0655737704918034,\n",
       "  85.80906254098362],\n",
       " ['DaQuan Jeffries',\n",
       "  'HOU',\n",
       "  31,\n",
       "  4.096774193548387,\n",
       "  0.7096774193548387,\n",
       "  2.2903225806451615,\n",
       "  0.4838709677419355,\n",
       "  0.3225806451612903,\n",
       "  0.45161290322580644,\n",
       "  0.417,\n",
       "  0.875,\n",
       "  0.6451612903225806,\n",
       "  85.69434167741935],\n",
       " ['Damian Jones',\n",
       "  'SAC',\n",
       "  39,\n",
       "  4.6923076923076925,\n",
       "  0.7435897435897436,\n",
       "  3.1025641025641026,\n",
       "  0.28205128205128205,\n",
       "  0.7435897435897436,\n",
       "  0.6666666666666666,\n",
       "  0.68,\n",
       "  0.724,\n",
       "  0.02564102564102564,\n",
       "  85.20303661538462],\n",
       " ['Elfrid Payton',\n",
       "  'NYK',\n",
       "  63,\n",
       "  10.142857142857142,\n",
       "  3.2222222222222223,\n",
       "  3.4285714285714284,\n",
       "  0.746031746031746,\n",
       "  0.14285714285714285,\n",
       "  1.6349206349206349,\n",
       "  0.432,\n",
       "  0.682,\n",
       "  0.4444444444444444,\n",
       "  85.16198784126985],\n",
       " ['Ben McLemore',\n",
       "  'LAL',\n",
       "  53,\n",
       "  7.660377358490566,\n",
       "  0.7358490566037735,\n",
       "  1.8867924528301887,\n",
       "  0.4339622641509434,\n",
       "  0.16981132075471697,\n",
       "  0.7924528301886793,\n",
       "  0.37,\n",
       "  0.736,\n",
       "  1.830188679245283,\n",
       "  84.90474969811319],\n",
       " ['Tyler Johnson',\n",
       "  'BKN',\n",
       "  39,\n",
       "  5.384615384615385,\n",
       "  1.205128205128205,\n",
       "  1.9743589743589745,\n",
       "  0.358974358974359,\n",
       "  0.0,\n",
       "  0.4358974358974359,\n",
       "  0.393,\n",
       "  0.857,\n",
       "  1.2307692307692308,\n",
       "  84.82477656410256],\n",
       " ['Solomon Hill',\n",
       "  'ATL',\n",
       "  71,\n",
       "  4.464788732394366,\n",
       "  1.056338028169014,\n",
       "  3.0140845070422535,\n",
       "  0.704225352112676,\n",
       "  0.15492957746478872,\n",
       "  0.5915492957746479,\n",
       "  0.359,\n",
       "  0.761,\n",
       "  0.9577464788732394,\n",
       "  84.80594946478872],\n",
       " ['T.J. Warren',\n",
       "  'IND',\n",
       "  4,\n",
       "  15.5,\n",
       "  1.25,\n",
       "  3.5,\n",
       "  0.5,\n",
       "  0.0,\n",
       "  1.0,\n",
       "  0.529,\n",
       "  0.8,\n",
       "  0.0,\n",
       "  84.545759],\n",
       " ['Frank Kaminsky',\n",
       "  'PHX',\n",
       "  47,\n",
       "  6.595744680851064,\n",
       "  1.6808510638297873,\n",
       "  4.0,\n",
       "  0.2978723404255319,\n",
       "  0.3617021276595745,\n",
       "  0.46808510638297873,\n",
       "  0.471,\n",
       "  0.617,\n",
       "  0.6595744680851063,\n",
       "  84.21675157446808],\n",
       " ['Edmond Sumner',\n",
       "  'IND',\n",
       "  53,\n",
       "  7.528301886792453,\n",
       "  0.9245283018867925,\n",
       "  1.7735849056603774,\n",
       "  0.6226415094339622,\n",
       "  0.18867924528301888,\n",
       "  0.9622641509433962,\n",
       "  0.525,\n",
       "  0.819,\n",
       "  0.660377358490566,\n",
       "  84.01702633962265],\n",
       " ['Justin Jackson',\n",
       "  'MIL',\n",
       "  34,\n",
       "  7.205882352941177,\n",
       "  1.5294117647058822,\n",
       "  2.264705882352941,\n",
       "  0.4411764705882353,\n",
       "  0.058823529411764705,\n",
       "  0.9411764705882353,\n",
       "  0.403,\n",
       "  0.838,\n",
       "  1.0588235294117647,\n",
       "  83.95230347058823],\n",
       " ['Isaiah Hartenstein',\n",
       "  'CLE',\n",
       "  46,\n",
       "  5.130434782608695,\n",
       "  1.1956521739130435,\n",
       "  3.9347826086956523,\n",
       "  0.41304347826086957,\n",
       "  0.8478260869565217,\n",
       "  0.9565217391304348,\n",
       "  0.55,\n",
       "  0.648,\n",
       "  0.043478260869565216,\n",
       "  83.95122008695651],\n",
       " ['Thon Maker',\n",
       "  'CLE',\n",
       "  8,\n",
       "  3.75,\n",
       "  0.5,\n",
       "  2.25,\n",
       "  0.25,\n",
       "  0.5,\n",
       "  0.375,\n",
       "  0.556,\n",
       "  0.909,\n",
       "  0.0,\n",
       "  83.56010299999998],\n",
       " ['Kevon Looney',\n",
       "  'GSW',\n",
       "  61,\n",
       "  4.114754098360656,\n",
       "  1.9508196721311475,\n",
       "  5.278688524590164,\n",
       "  0.3442622950819672,\n",
       "  0.36065573770491804,\n",
       "  0.6065573770491803,\n",
       "  0.548,\n",
       "  0.646,\n",
       "  0.06557377049180328,\n",
       "  83.53114763934427],\n",
       " ['Abdel Nader',\n",
       "  'PHX',\n",
       "  24,\n",
       "  6.666666666666667,\n",
       "  0.7916666666666666,\n",
       "  2.5833333333333335,\n",
       "  0.4166666666666667,\n",
       "  0.375,\n",
       "  0.7916666666666666,\n",
       "  0.491,\n",
       "  0.757,\n",
       "  0.75,\n",
       "  83.310682],\n",
       " ['Kelan Martin',\n",
       "  'IND',\n",
       "  35,\n",
       "  4.485714285714286,\n",
       "  0.4857142857142857,\n",
       "  2.2285714285714286,\n",
       "  0.2857142857142857,\n",
       "  0.2857142857142857,\n",
       "  0.45714285714285713,\n",
       "  0.449,\n",
       "  0.9,\n",
       "  0.6857142857142857,\n",
       "  83.18237900000001],\n",
       " ['Patrick Patterson',\n",
       "  'LAC',\n",
       "  38,\n",
       "  5.184210526315789,\n",
       "  0.7631578947368421,\n",
       "  1.9736842105263157,\n",
       "  0.3684210526315789,\n",
       "  0.21052631578947367,\n",
       "  0.2894736842105263,\n",
       "  0.436,\n",
       "  0.765,\n",
       "  1.0526315789473684,\n",
       "  83.11929310526315],\n",
       " ['Robin Lopez',\n",
       "  'WAS',\n",
       "  71,\n",
       "  9.04225352112676,\n",
       "  0.7746478873239436,\n",
       "  3.8309859154929575,\n",
       "  0.2112676056338028,\n",
       "  0.6197183098591549,\n",
       "  1.056338028169014,\n",
       "  0.633,\n",
       "  0.723,\n",
       "  0.07042253521126761,\n",
       "  82.98639369014084],\n",
       " ['Chasson Randle',\n",
       "  'ORL',\n",
       "  41,\n",
       "  6.487804878048781,\n",
       "  1.8048780487804879,\n",
       "  2.0,\n",
       "  0.5365853658536586,\n",
       "  0.12195121951219512,\n",
       "  1.1219512195121952,\n",
       "  0.388,\n",
       "  0.792,\n",
       "  1.0731707317073171,\n",
       "  82.33590448780487],\n",
       " ['Nemanja Bjelica',\n",
       "  'MIA',\n",
       "  37,\n",
       "  6.54054054054054,\n",
       "  1.864864864864865,\n",
       "  3.4324324324324325,\n",
       "  0.40540540540540543,\n",
       "  0.13513513513513514,\n",
       "  0.8918918918918919,\n",
       "  0.454,\n",
       "  0.725,\n",
       "  0.7297297297297297,\n",
       "  82.12926305405405],\n",
       " ['Aron Baynes',\n",
       "  'TOR',\n",
       "  53,\n",
       "  6.113207547169812,\n",
       "  0.8867924528301887,\n",
       "  5.150943396226415,\n",
       "  0.32075471698113206,\n",
       "  0.41509433962264153,\n",
       "  0.8679245283018868,\n",
       "  0.441,\n",
       "  0.707,\n",
       "  0.5094339622641509,\n",
       "  82.0464395471698],\n",
       " ['Tremont Waters',\n",
       "  'BOS',\n",
       "  26,\n",
       "  3.8076923076923075,\n",
       "  2.3846153846153846,\n",
       "  0.8076923076923077,\n",
       "  0.5769230769230769,\n",
       "  0.038461538461538464,\n",
       "  1.0384615384615385,\n",
       "  0.405,\n",
       "  0.941,\n",
       "  0.5769230769230769,\n",
       "  82.008378],\n",
       " [\"E'Twaun Moore\",\n",
       "  'PHX',\n",
       "  27,\n",
       "  4.925925925925926,\n",
       "  1.4814814814814814,\n",
       "  1.6666666666666667,\n",
       "  0.5555555555555556,\n",
       "  0.18518518518518517,\n",
       "  0.8518518518518519,\n",
       "  0.455,\n",
       "  0.857,\n",
       "  0.4074074074074074,\n",
       "  80.97710562962963],\n",
       " ['Chimezie Metu',\n",
       "  'SAC',\n",
       "  36,\n",
       "  6.277777777777778,\n",
       "  0.7777777777777778,\n",
       "  3.111111111111111,\n",
       "  0.3888888888888889,\n",
       "  0.5,\n",
       "  0.8055555555555556,\n",
       "  0.508,\n",
       "  0.721,\n",
       "  0.3611111111111111,\n",
       "  80.8110198888889],\n",
       " ['Langston Galloway',\n",
       "  'PHX',\n",
       "  40,\n",
       "  4.75,\n",
       "  0.65,\n",
       "  1.05,\n",
       "  0.2,\n",
       "  0.0,\n",
       "  0.325,\n",
       "  0.449,\n",
       "  0.957,\n",
       "  0.9,\n",
       "  80.47614999999999],\n",
       " ['Jerome Robinson',\n",
       "  'WAS',\n",
       "  17,\n",
       "  4.882352941176471,\n",
       "  1.4705882352941178,\n",
       "  2.235294117647059,\n",
       "  0.7058823529411765,\n",
       "  0.35294117647058826,\n",
       "  1.1176470588235294,\n",
       "  0.295,\n",
       "  0.8,\n",
       "  0.6470588235294118,\n",
       "  80.31175676470589],\n",
       " ['Jake Layman',\n",
       "  'MIN',\n",
       "  45,\n",
       "  5.133333333333334,\n",
       "  0.6222222222222222,\n",
       "  1.488888888888889,\n",
       "  0.6444444444444445,\n",
       "  0.4222222222222222,\n",
       "  0.5777777777777777,\n",
       "  0.495,\n",
       "  0.703,\n",
       "  0.5111111111111111,\n",
       "  80.10887622222222],\n",
       " ['Glenn Robinson III',\n",
       "  'SAC',\n",
       "  23,\n",
       "  5.260869565217392,\n",
       "  0.8695652173913043,\n",
       "  1.9565217391304348,\n",
       "  0.17391304347826086,\n",
       "  0.13043478260869565,\n",
       "  0.4782608695652174,\n",
       "  0.424,\n",
       "  0.913,\n",
       "  0.6956521739130435,\n",
       "  79.98291256521739],\n",
       " ['Bismack Biyombo',\n",
       "  'CHA',\n",
       "  66,\n",
       "  5.015151515151516,\n",
       "  1.2272727272727273,\n",
       "  5.257575757575758,\n",
       "  0.25757575757575757,\n",
       "  1.121212121212121,\n",
       "  1.0757575757575757,\n",
       "  0.587,\n",
       "  0.448,\n",
       "  0.0,\n",
       "  79.7738816060606],\n",
       " ['Rodney McGruder',\n",
       "  'DET',\n",
       "  16,\n",
       "  5.6875,\n",
       "  1.0,\n",
       "  1.375,\n",
       "  0.5,\n",
       "  0.0625,\n",
       "  0.4375,\n",
       "  0.529,\n",
       "  0.75,\n",
       "  0.6875,\n",
       "  79.433109],\n",
       " ['Ignas Brazdeikis',\n",
       "  'ORL',\n",
       "  13,\n",
       "  7.0,\n",
       "  1.3076923076923077,\n",
       "  3.4615384615384617,\n",
       "  0.3076923076923077,\n",
       "  0.23076923076923078,\n",
       "  0.9230769230769231,\n",
       "  0.422,\n",
       "  0.714,\n",
       "  0.8461538461538461,\n",
       "  79.36893476923076],\n",
       " ['Gary Payton II',\n",
       "  'GSW',\n",
       "  10,\n",
       "  2.5,\n",
       "  0.1,\n",
       "  1.1,\n",
       "  0.6,\n",
       "  0.1,\n",
       "  0.1,\n",
       "  0.769,\n",
       "  0.75,\n",
       "  0.2,\n",
       "  79.227649],\n",
       " ['D.J. Wilson',\n",
       "  'HOU',\n",
       "  35,\n",
       "  5.228571428571429,\n",
       "  0.6571428571428571,\n",
       "  3.2,\n",
       "  0.3142857142857143,\n",
       "  0.45714285714285713,\n",
       "  0.6285714285714286,\n",
       "  0.405,\n",
       "  0.68,\n",
       "  0.8571428571428571,\n",
       "  79.09808071428571],\n",
       " ['Chris Chiozza',\n",
       "  'BKN',\n",
       "  22,\n",
       "  4.0,\n",
       "  2.9545454545454546,\n",
       "  1.0909090909090908,\n",
       "  0.3181818181818182,\n",
       "  0.2727272727272727,\n",
       "  0.7272727272727273,\n",
       "  0.352,\n",
       "  0.765,\n",
       "  0.5909090909090909,\n",
       "  79.01605063636363],\n",
       " ['Juancho Hernangomez',\n",
       "  'MIN',\n",
       "  52,\n",
       "  7.211538461538462,\n",
       "  0.6730769230769231,\n",
       "  3.9423076923076925,\n",
       "  0.36538461538461536,\n",
       "  0.1346153846153846,\n",
       "  0.5192307692307693,\n",
       "  0.435,\n",
       "  0.619,\n",
       "  1.0576923076923077,\n",
       "  78.99790353846154],\n",
       " ['Gabe Vincent',\n",
       "  'MIA',\n",
       "  50,\n",
       "  4.84,\n",
       "  1.34,\n",
       "  1.12,\n",
       "  0.42,\n",
       "  0.04,\n",
       "  0.68,\n",
       "  0.378,\n",
       "  0.87,\n",
       "  0.92,\n",
       "  78.920848],\n",
       " ['Charles Brown Jr.',\n",
       "  'OKC',\n",
       "  9,\n",
       "  4.444444444444445,\n",
       "  1.0,\n",
       "  1.8888888888888888,\n",
       "  0.4444444444444444,\n",
       "  0.2222222222222222,\n",
       "  0.6666666666666666,\n",
       "  0.302,\n",
       "  0.9,\n",
       "  0.5555555555555556,\n",
       "  78.37676422222223],\n",
       " ['Marquese Chriss',\n",
       "  'GSW',\n",
       "  2,\n",
       "  6.5,\n",
       "  1.0,\n",
       "  6.5,\n",
       "  0.0,\n",
       "  1.0,\n",
       "  1.0,\n",
       "  0.357,\n",
       "  0.5,\n",
       "  0.5,\n",
       "  78.163247],\n",
       " ['Mike Scott',\n",
       "  'PHI',\n",
       "  51,\n",
       "  4.176470588235294,\n",
       "  0.7843137254901961,\n",
       "  2.3529411764705883,\n",
       "  0.47058823529411764,\n",
       "  0.27450980392156865,\n",
       "  0.37254901960784315,\n",
       "  0.36,\n",
       "  0.667,\n",
       "  1.0392156862745099,\n",
       "  78.15994531372549],\n",
       " ['Jarrell Brantley',\n",
       "  'UTA',\n",
       "  28,\n",
       "  2.2857142857142856,\n",
       "  0.5357142857142857,\n",
       "  0.9642857142857143,\n",
       "  0.25,\n",
       "  0.07142857142857142,\n",
       "  0.2857142857142857,\n",
       "  0.481,\n",
       "  1.0,\n",
       "  0.42857142857142855,\n",
       "  78.08370814285715],\n",
       " ['Jaylen Hoard',\n",
       "  'OKC',\n",
       "  19,\n",
       "  6.105263157894737,\n",
       "  1.263157894736842,\n",
       "  3.4210526315789473,\n",
       "  0.6842105263157895,\n",
       "  0.2631578947368421,\n",
       "  0.8947368421052632,\n",
       "  0.5,\n",
       "  0.683,\n",
       "  0.0,\n",
       "  77.77215952631579],\n",
       " ['Caleb Martin',\n",
       "  'CHA',\n",
       "  53,\n",
       "  4.981132075471698,\n",
       "  1.2641509433962264,\n",
       "  2.660377358490566,\n",
       "  0.6981132075471698,\n",
       "  0.22641509433962265,\n",
       "  0.6226415094339622,\n",
       "  0.375,\n",
       "  0.641,\n",
       "  0.5849056603773585,\n",
       "  77.15019705660376],\n",
       " ['Rodney Hood',\n",
       "  'TOR',\n",
       "  55,\n",
       "  4.472727272727273,\n",
       "  0.9636363636363636,\n",
       "  1.8727272727272728,\n",
       "  0.43636363636363634,\n",
       "  0.12727272727272726,\n",
       "  0.6545454545454545,\n",
       "  0.362,\n",
       "  0.857,\n",
       "  0.6181818181818182,\n",
       "  76.70354572727274],\n",
       " ['Nassir Little',\n",
       "  'POR',\n",
       "  48,\n",
       "  4.583333333333333,\n",
       "  0.4791666666666667,\n",
       "  2.6666666666666665,\n",
       "  0.10416666666666667,\n",
       "  0.2708333333333333,\n",
       "  0.375,\n",
       "  0.467,\n",
       "  0.8,\n",
       "  0.5833333333333334,\n",
       "  76.45437366666665],\n",
       " ['Eric Paschall',\n",
       "  'GSW',\n",
       "  40,\n",
       "  9.525,\n",
       "  1.275,\n",
       "  3.2,\n",
       "  0.3,\n",
       "  0.175,\n",
       "  1.075,\n",
       "  0.497,\n",
       "  0.713,\n",
       "  0.45,\n",
       "  76.38647599999999],\n",
       " ['Gary Clark',\n",
       "  'PHI',\n",
       "  39,\n",
       "  3.051282051282051,\n",
       "  0.7948717948717948,\n",
       "  2.948717948717949,\n",
       "  0.3333333333333333,\n",
       "  0.1794871794871795,\n",
       "  0.4358974358974359,\n",
       "  0.303,\n",
       "  0.8,\n",
       "  0.7948717948717948,\n",
       "  76.07784633333333],\n",
       " ['Semi Ojeleye',\n",
       "  'BOS',\n",
       "  56,\n",
       "  4.642857142857143,\n",
       "  0.6607142857142857,\n",
       "  2.625,\n",
       "  0.30357142857142855,\n",
       "  0.0,\n",
       "  0.375,\n",
       "  0.403,\n",
       "  0.75,\n",
       "  1.0357142857142858,\n",
       "  75.85557014285713],\n",
       " ['Chandler Hutchison',\n",
       "  'WAS',\n",
       "  25,\n",
       "  4.28,\n",
       "  0.68,\n",
       "  3.12,\n",
       "  0.48,\n",
       "  0.2,\n",
       "  0.8,\n",
       "  0.379,\n",
       "  0.84,\n",
       "  0.32,\n",
       "  75.714029],\n",
       " ['Luke Kornet',\n",
       "  'BOS',\n",
       "  31,\n",
       "  3.4193548387096775,\n",
       "  0.7741935483870968,\n",
       "  2.161290322580645,\n",
       "  0.12903225806451613,\n",
       "  1.032258064516129,\n",
       "  0.22580645161290322,\n",
       "  0.436,\n",
       "  0.5,\n",
       "  0.4838709677419355,\n",
       "  75.40836567741935],\n",
       " ['Damyean Dotson',\n",
       "  'CLE',\n",
       "  46,\n",
       "  6.695652173913044,\n",
       "  1.9782608695652173,\n",
       "  2.0217391304347827,\n",
       "  0.34782608695652173,\n",
       "  0.08695652173913043,\n",
       "  0.9130434782608695,\n",
       "  0.406,\n",
       "  0.667,\n",
       "  1.0,\n",
       "  75.38901830434783],\n",
       " ['Justise Winslow',\n",
       "  'MEM',\n",
       "  26,\n",
       "  6.846153846153846,\n",
       "  1.9230769230769231,\n",
       "  4.538461538461538,\n",
       "  0.5769230769230769,\n",
       "  0.46153846153846156,\n",
       "  1.4230769230769231,\n",
       "  0.352,\n",
       "  0.571,\n",
       "  0.38461538461538464,\n",
       "  75.26998192307691],\n",
       " ['Max Strus',\n",
       "  'MIA',\n",
       "  39,\n",
       "  6.051282051282051,\n",
       "  0.6153846153846154,\n",
       "  1.0512820512820513,\n",
       "  0.28205128205128205,\n",
       "  0.05128205128205128,\n",
       "  0.20512820512820512,\n",
       "  0.455,\n",
       "  0.667,\n",
       "  1.2820512820512822,\n",
       "  75.22362394871794],\n",
       " ['Javonte Green',\n",
       "  'CHI',\n",
       "  41,\n",
       "  3.5609756097560976,\n",
       "  0.4146341463414634,\n",
       "  1.7317073170731707,\n",
       "  0.6829268292682927,\n",
       "  0.14634146341463414,\n",
       "  0.4634146341463415,\n",
       "  0.52,\n",
       "  0.75,\n",
       "  0.24390243902439024,\n",
       "  75.02609682926828],\n",
       " ['Jabari Parker',\n",
       "  'BOS',\n",
       "  13,\n",
       "  5.538461538461538,\n",
       "  0.8461538461538461,\n",
       "  3.230769230769231,\n",
       "  0.07692307692307693,\n",
       "  0.38461538461538464,\n",
       "  0.7692307692307693,\n",
       "  0.545,\n",
       "  0.769,\n",
       "  0.15384615384615385,\n",
       "  74.80566353846154],\n",
       " ['Cody Martin',\n",
       "  'CHA',\n",
       "  52,\n",
       "  3.980769230769231,\n",
       "  1.6538461538461537,\n",
       "  3.0961538461538463,\n",
       "  0.7115384615384616,\n",
       "  0.23076923076923078,\n",
       "  0.7692307692307693,\n",
       "  0.441,\n",
       "  0.581,\n",
       "  0.3076923076923077,\n",
       "  74.29232323076923],\n",
       " ['Grant Williams',\n",
       "  'BOS',\n",
       "  63,\n",
       "  4.666666666666667,\n",
       "  1.0158730158730158,\n",
       "  2.8253968253968256,\n",
       "  0.5079365079365079,\n",
       "  0.38095238095238093,\n",
       "  0.8888888888888888,\n",
       "  0.437,\n",
       "  0.588,\n",
       "  0.7619047619047619,\n",
       "  74.01792433333334],\n",
       " ['Troy Brown Jr.',\n",
       "  'CHI',\n",
       "  34,\n",
       "  4.735294117647059,\n",
       "  0.8529411764705882,\n",
       "  3.088235294117647,\n",
       "  0.29411764705882354,\n",
       "  0.17647058823529413,\n",
       "  0.6176470588235294,\n",
       "  0.431,\n",
       "  0.714,\n",
       "  0.6470588235294118,\n",
       "  73.95155476470588],\n",
       " ['Isaiah Thomas',\n",
       "  'NOP',\n",
       "  3,\n",
       "  7.666666666666667,\n",
       "  1.6666666666666667,\n",
       "  1.3333333333333333,\n",
       "  0.3333333333333333,\n",
       "  0.0,\n",
       "  2.0,\n",
       "  0.333,\n",
       "  1.0,\n",
       "  1.0,\n",
       "  73.70990966666668],\n",
       " ['Trey Lyles',\n",
       "  'SAS',\n",
       "  23,\n",
       "  5.0,\n",
       "  0.6086956521739131,\n",
       "  3.739130434782609,\n",
       "  0.2608695652173913,\n",
       "  0.043478260869565216,\n",
       "  0.2608695652173913,\n",
       "  0.478,\n",
       "  0.652,\n",
       "  0.6086956521739131,\n",
       "  73.34431139130434],\n",
       " ['TJ Leaf',\n",
       "  'POR',\n",
       "  7,\n",
       "  1.7142857142857142,\n",
       "  0.14285714285714285,\n",
       "  0.7142857142857143,\n",
       "  0.2857142857142857,\n",
       "  0.14285714285714285,\n",
       "  0.2857142857142857,\n",
       "  0.5,\n",
       "  1.0,\n",
       "  0.0,\n",
       "  73.03135714285713],\n",
       " ['Kevin Knox II',\n",
       "  'NYK',\n",
       "  42,\n",
       "  3.880952380952381,\n",
       "  0.4523809523809524,\n",
       "  1.4523809523809523,\n",
       "  0.2857142857142857,\n",
       "  0.14285714285714285,\n",
       "  0.40476190476190477,\n",
       "  0.392,\n",
       "  0.8,\n",
       "  0.8333333333333334,\n",
       "  73.03029866666667],\n",
       " ['Boban Marjanovic',\n",
       "  'DAL',\n",
       "  33,\n",
       "  4.7272727272727275,\n",
       "  0.30303030303030304,\n",
       "  3.878787878787879,\n",
       "  0.06060606060606061,\n",
       "  0.18181818181818182,\n",
       "  0.36363636363636365,\n",
       "  0.508,\n",
       "  0.816,\n",
       "  0.030303030303030304,\n",
       "  72.98121903030302],\n",
       " ['Jevon Carter',\n",
       "  'PHX',\n",
       "  60,\n",
       "  4.133333333333334,\n",
       "  1.1833333333333333,\n",
       "  1.5333333333333334,\n",
       "  0.48333333333333334,\n",
       "  0.15,\n",
       "  0.26666666666666666,\n",
       "  0.422,\n",
       "  0.571,\n",
       "  0.9333333333333333,\n",
       "  72.94920833333333],\n",
       " ['Nicolo Melli',\n",
       "  'DAL',\n",
       "  45,\n",
       "  2.977777777777778,\n",
       "  0.9777777777777777,\n",
       "  2.7111111111111112,\n",
       "  0.3111111111111111,\n",
       "  0.06666666666666667,\n",
       "  0.26666666666666666,\n",
       "  0.326,\n",
       "  0.76,\n",
       "  0.5111111111111111,\n",
       "  71.32573711111111],\n",
       " ['Jordan Bell',\n",
       "  'GSW',\n",
       "  6,\n",
       "  2.5,\n",
       "  1.1666666666666667,\n",
       "  4.0,\n",
       "  0.5,\n",
       "  0.8333333333333334,\n",
       "  0.6666666666666666,\n",
       "  0.318,\n",
       "  0.5,\n",
       "  0.0,\n",
       "  70.92101133333334],\n",
       " ['Carsen Edwards',\n",
       "  'BOS',\n",
       "  31,\n",
       "  3.967741935483871,\n",
       "  0.45161290322580644,\n",
       "  0.8387096774193549,\n",
       "  0.22580645161290322,\n",
       "  0.03225806451612903,\n",
       "  0.22580645161290322,\n",
       "  0.423,\n",
       "  0.846,\n",
       "  0.5806451612903226,\n",
       "  70.74745487096774],\n",
       " ['Quinn Cook',\n",
       "  'CLE',\n",
       "  23,\n",
       "  3.3043478260869565,\n",
       "  0.782608695652174,\n",
       "  0.7391304347826086,\n",
       "  0.17391304347826086,\n",
       "  0.043478260869565216,\n",
       "  0.30434782608695654,\n",
       "  0.426,\n",
       "  0.875,\n",
       "  0.4782608695652174,\n",
       "  70.42328839130435],\n",
       " ['Wenyen Gabriel',\n",
       "  'NOP',\n",
       "  21,\n",
       "  3.4285714285714284,\n",
       "  0.5238095238095238,\n",
       "  2.5714285714285716,\n",
       "  0.42857142857142855,\n",
       "  0.38095238095238093,\n",
       "  0.7142857142857143,\n",
       "  0.4,\n",
       "  0.647,\n",
       "  0.6190476190476191,\n",
       "  70.35727433333334],\n",
       " ['Paul Watson',\n",
       "  'TOR',\n",
       "  27,\n",
       "  4.111111111111111,\n",
       "  0.6296296296296297,\n",
       "  1.6666666666666667,\n",
       "  0.2222222222222222,\n",
       "  0.1111111111111111,\n",
       "  0.3333333333333333,\n",
       "  0.463,\n",
       "  0.625,\n",
       "  1.1111111111111112,\n",
       "  70.22142207407407],\n",
       " ['Miye Oni',\n",
       "  'UTA',\n",
       "  54,\n",
       "  1.9444444444444444,\n",
       "  0.5185185185185185,\n",
       "  1.5555555555555556,\n",
       "  0.2037037037037037,\n",
       "  0.14814814814814814,\n",
       "  0.2962962962962963,\n",
       "  0.354,\n",
       "  0.833,\n",
       "  0.5555555555555556,\n",
       "  69.11790707407407],\n",
       " ['Sekou Doumbouya',\n",
       "  'DET',\n",
       "  56,\n",
       "  5.089285714285714,\n",
       "  0.8392857142857143,\n",
       "  2.5535714285714284,\n",
       "  0.42857142857142855,\n",
       "  0.16071428571428573,\n",
       "  0.7857142857142857,\n",
       "  0.379,\n",
       "  0.703,\n",
       "  0.4642857142857143,\n",
       "  69.08925371428572],\n",
       " ['Shaquille Harrison',\n",
       "  'DEN',\n",
       "  34,\n",
       "  2.1470588235294117,\n",
       "  0.7352941176470589,\n",
       "  1.411764705882353,\n",
       "  0.5,\n",
       "  0.14705882352941177,\n",
       "  0.3235294117647059,\n",
       "  0.333,\n",
       "  0.818,\n",
       "  0.08823529411764706,\n",
       "  68.70668523529412],\n",
       " ['Mfiondu Kabengele',\n",
       "  'CLE',\n",
       "  39,\n",
       "  2.4358974358974357,\n",
       "  0.4358974358974359,\n",
       "  1.5384615384615385,\n",
       "  0.20512820512820512,\n",
       "  0.3333333333333333,\n",
       "  0.38461538461538464,\n",
       "  0.371,\n",
       "  0.8,\n",
       "  0.3333333333333333,\n",
       "  68.42678715384615],\n",
       " ['Jarrett Culver',\n",
       "  'MIN',\n",
       "  34,\n",
       "  5.294117647058823,\n",
       "  0.7058823529411765,\n",
       "  3.0588235294117645,\n",
       "  0.5,\n",
       "  0.2647058823529412,\n",
       "  0.8235294117647058,\n",
       "  0.411,\n",
       "  0.604,\n",
       "  0.38235294117647056,\n",
       "  68.12868711764706],\n",
       " ['Jahlil Okafor',\n",
       "  'DET',\n",
       "  27,\n",
       "  5.37037037037037,\n",
       "  0.48148148148148145,\n",
       "  2.4444444444444446,\n",
       "  0.2222222222222222,\n",
       "  0.18518518518518517,\n",
       "  0.7777777777777778,\n",
       "  0.618,\n",
       "  0.708,\n",
       "  0.07407407407407407,\n",
       "  67.71074274074073],\n",
       " ['Frank Mason',\n",
       "  'ORL',\n",
       "  4,\n",
       "  6.25,\n",
       "  3.0,\n",
       "  3.0,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  1.25,\n",
       "  0.375,\n",
       "  0.714,\n",
       "  0.5,\n",
       "  67.69196699999999],\n",
       " ['Dante Exum',\n",
       "  'CLE',\n",
       "  6,\n",
       "  3.8333333333333335,\n",
       "  2.1666666666666665,\n",
       "  2.8333333333333335,\n",
       "  0.6666666666666666,\n",
       "  0.3333333333333333,\n",
       "  1.1666666666666667,\n",
       "  0.385,\n",
       "  0.5,\n",
       "  0.3333333333333333,\n",
       "  67.66250166666666],\n",
       " ['Romeo Langford',\n",
       "  'BOS',\n",
       "  18,\n",
       "  3.111111111111111,\n",
       "  0.7222222222222222,\n",
       "  1.9444444444444444,\n",
       "  0.3333333333333333,\n",
       "  0.2777777777777778,\n",
       "  0.5555555555555556,\n",
       "  0.356,\n",
       "  0.75,\n",
       "  0.2777777777777778,\n",
       "  67.55205933333333],\n",
       " ['Brandon Goodwin',\n",
       "  'ATL',\n",
       "  47,\n",
       "  4.851063829787234,\n",
       "  2.021276595744681,\n",
       "  1.4680851063829787,\n",
       "  0.3617021276595745,\n",
       "  0.0,\n",
       "  0.7659574468085106,\n",
       "  0.377,\n",
       "  0.651,\n",
       "  0.6808510638297872,\n",
       "  67.43760085106383],\n",
       " ['Norvel Pelle',\n",
       "  'NYK',\n",
       "  13,\n",
       "  1.5384615384615385,\n",
       "  0.15384615384615385,\n",
       "  1.4615384615384615,\n",
       "  0.07692307692307693,\n",
       "  0.6923076923076923,\n",
       "  0.23076923076923078,\n",
       "  0.533,\n",
       "  0.667,\n",
       "  0.0,\n",
       "  67.15835169230768],\n",
       " ['Tacko Fall',\n",
       "  'BOS',\n",
       "  19,\n",
       "  2.473684210526316,\n",
       "  0.15789473684210525,\n",
       "  2.736842105263158,\n",
       "  0.05263157894736842,\n",
       "  1.0526315789473684,\n",
       "  0.3157894736842105,\n",
       "  0.724,\n",
       "  0.333,\n",
       "  0.0,\n",
       "  66.64286615789474],\n",
       " ['Chris Silva',\n",
       "  'SAC',\n",
       "  15,\n",
       "  2.1333333333333333,\n",
       "  0.4,\n",
       "  1.8,\n",
       "  0.06666666666666667,\n",
       "  0.4,\n",
       "  0.6666666666666666,\n",
       "  0.625,\n",
       "  0.733,\n",
       "  0.06666666666666667,\n",
       "  66.25464066666667],\n",
       " ['Wes Iwundu',\n",
       "  'NOP',\n",
       "  41,\n",
       "  2.4146341463414633,\n",
       "  0.43902439024390244,\n",
       "  2.1951219512195124,\n",
       "  0.36585365853658536,\n",
       "  0.0975609756097561,\n",
       "  0.4634146341463415,\n",
       "  0.333,\n",
       "  0.839,\n",
       "  0.12195121951219512,\n",
       "  66.22742341463413],\n",
       " ['Matt Thomas',\n",
       "  'UTA',\n",
       "  45,\n",
       "  3.088888888888889,\n",
       "  0.4222222222222222,\n",
       "  0.9777777777777777,\n",
       "  0.08888888888888889,\n",
       "  0.0,\n",
       "  0.3111111111111111,\n",
       "  0.394,\n",
       "  0.857,\n",
       "  0.6,\n",
       "  66.06094499999999],\n",
       " ['Rondae Hollis-Jefferson',\n",
       "  'POR',\n",
       "  11,\n",
       "  2.4545454545454546,\n",
       "  1.1818181818181819,\n",
       "  2.3636363636363638,\n",
       "  0.18181818181818182,\n",
       "  0.36363636363636365,\n",
       "  0.18181818181818182,\n",
       "  0.5,\n",
       "  0.563,\n",
       "  0.0,\n",
       "  65.62613445454546],\n",
       " ['JaKarr Sampson',\n",
       "  'IND',\n",
       "  29,\n",
       "  4.620689655172414,\n",
       "  0.13793103448275862,\n",
       "  2.6551724137931036,\n",
       "  0.06896551724137931,\n",
       "  0.4827586206896552,\n",
       "  0.5172413793103449,\n",
       "  0.496,\n",
       "  0.655,\n",
       "  0.10344827586206896,\n",
       "  65.58969134482759],\n",
       " ['Harry Giles III',\n",
       "  'POR',\n",
       "  38,\n",
       "  2.8421052631578947,\n",
       "  0.7631578947368421,\n",
       "  3.5,\n",
       "  0.21052631578947367,\n",
       "  0.34210526315789475,\n",
       "  0.5263157894736842,\n",
       "  0.433,\n",
       "  0.593,\n",
       "  0.21052631578947367,\n",
       "  65.0683114736842],\n",
       " ['Ryan Arcidiacono',\n",
       "  'CHI',\n",
       "  44,\n",
       "  3.090909090909091,\n",
       "  1.2727272727272727,\n",
       "  1.5227272727272727,\n",
       "  0.20454545454545456,\n",
       "  0.0,\n",
       "  0.22727272727272727,\n",
       "  0.419,\n",
       "  0.65,\n",
       "  0.5681818181818182,\n",
       "  65.020499],\n",
       " ['Axel Toupane',\n",
       "  'MIL',\n",
       "  8,\n",
       "  1.75,\n",
       "  0.5,\n",
       "  0.75,\n",
       "  0.25,\n",
       "  0.375,\n",
       "  0.0,\n",
       "  0.364,\n",
       "  0.714,\n",
       "  0.125,\n",
       "  64.98148599999999],\n",
       " ['Kyle Guy',\n",
       "  'SAC',\n",
       "  31,\n",
       "  2.806451612903226,\n",
       "  1.032258064516129,\n",
       "  1.1290322580645162,\n",
       "  0.1935483870967742,\n",
       "  0.0,\n",
       "  0.3548387096774194,\n",
       "  0.33,\n",
       "  0.8,\n",
       "  0.41935483870967744,\n",
       "  64.04053967741935],\n",
       " ['Keita Bates-Diop',\n",
       "  'SAS',\n",
       "  30,\n",
       "  2.6333333333333333,\n",
       "  0.4,\n",
       "  1.6333333333333333,\n",
       "  0.36666666666666664,\n",
       "  0.16666666666666666,\n",
       "  0.23333333333333334,\n",
       "  0.448,\n",
       "  0.667,\n",
       "  0.16666666666666666,\n",
       "  64.022009],\n",
       " ['Quinndary Weatherspoon',\n",
       "  'SAS',\n",
       "  20,\n",
       "  2.3,\n",
       "  0.4,\n",
       "  0.55,\n",
       "  0.4,\n",
       "  0.1,\n",
       "  0.5,\n",
       "  0.457,\n",
       "  0.813,\n",
       "  0.05,\n",
       "  63.480186],\n",
       " ['Vlatko Cancar',\n",
       "  'DEN',\n",
       "  41,\n",
       "  2.073170731707317,\n",
       "  0.34146341463414637,\n",
       "  1.2195121951219512,\n",
       "  0.2682926829268293,\n",
       "  0.04878048780487805,\n",
       "  0.34146341463414637,\n",
       "  0.458,\n",
       "  0.769,\n",
       "  0.21951219512195122,\n",
       "  62.77021036585366],\n",
       " ['Amir Coffey',\n",
       "  'LAC',\n",
       "  44,\n",
       "  3.1818181818181817,\n",
       "  0.5,\n",
       "  1.0,\n",
       "  0.22727272727272727,\n",
       "  0.0,\n",
       "  0.3409090909090909,\n",
       "  0.437,\n",
       "  0.711,\n",
       "  0.5227272727272727,\n",
       "  62.08531454545454],\n",
       " ['Anthony Tolliver',\n",
       "  'PHI',\n",
       "  11,\n",
       "  1.5454545454545454,\n",
       "  0.18181818181818182,\n",
       "  0.9090909090909091,\n",
       "  0.2727272727272727,\n",
       "  0.18181818181818182,\n",
       "  0.2727272727272727,\n",
       "  0.235,\n",
       "  0.833,\n",
       "  0.36363636363636365,\n",
       "  61.80385672727273],\n",
       " ['Rodions Kurucs',\n",
       "  'MIL',\n",
       "  21,\n",
       "  1.4761904761904763,\n",
       "  0.47619047619047616,\n",
       "  1.0952380952380953,\n",
       "  0.42857142857142855,\n",
       "  0.19047619047619047,\n",
       "  0.6190476190476191,\n",
       "  0.344,\n",
       "  0.75,\n",
       "  0.2857142857142857,\n",
       "  61.42737876190476],\n",
       " ['Jalen Lecque',\n",
       "  'IND',\n",
       "  4,\n",
       "  1.25,\n",
       "  0.5,\n",
       "  1.25,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  0.111,\n",
       "  1.0,\n",
       "  0.0,\n",
       "  59.298080999999996],\n",
       " ['Rayjon Tucker',\n",
       "  'PHI',\n",
       "  14,\n",
       "  2.4285714285714284,\n",
       "  0.42857142857142855,\n",
       "  0.7857142857142857,\n",
       "  0.14285714285714285,\n",
       "  0.0,\n",
       "  0.2857142857142857,\n",
       "  0.5,\n",
       "  0.737,\n",
       "  0.14285714285714285,\n",
       "  58.776168142857145],\n",
       " ['Tyler Cook',\n",
       "  'DET',\n",
       "  32,\n",
       "  4.875,\n",
       "  0.53125,\n",
       "  2.96875,\n",
       "  0.25,\n",
       "  0.0625,\n",
       "  0.65625,\n",
       "  0.67,\n",
       "  0.486,\n",
       "  0.03125,\n",
       "  58.57889049999999],\n",
       " ['Luka Samanic',\n",
       "  'SAS',\n",
       "  33,\n",
       "  3.696969696969697,\n",
       "  0.45454545454545453,\n",
       "  2.0606060606060606,\n",
       "  0.24242424242424243,\n",
       "  0.24242424242424243,\n",
       "  0.6060606060606061,\n",
       "  0.448,\n",
       "  0.552,\n",
       "  0.36363636363636365,\n",
       "  58.32308824242425],\n",
       " ['Brian Bowen II',\n",
       "  'IND',\n",
       "  6,\n",
       "  0.5,\n",
       "  0.0,\n",
       "  0.5,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  0.25,\n",
       "  1.0,\n",
       "  0.0,\n",
       "  58.220749999999995],\n",
       " ['Isaac Bonga',\n",
       "  'WAS',\n",
       "  40,\n",
       "  1.95,\n",
       "  0.575,\n",
       "  1.65,\n",
       "  0.275,\n",
       "  0.225,\n",
       "  0.55,\n",
       "  0.37,\n",
       "  0.625,\n",
       "  0.325,\n",
       "  57.694894999999995],\n",
       " ['Kris Dunn',\n",
       "  'ATL',\n",
       "  4,\n",
       "  1.25,\n",
       "  0.5,\n",
       "  1.5,\n",
       "  0.5,\n",
       "  0.5,\n",
       "  0.75,\n",
       "  0.083,\n",
       "  0.75,\n",
       "  0.0,\n",
       "  57.39474299999999],\n",
       " ['Bol Bol',\n",
       "  'DEN',\n",
       "  32,\n",
       "  2.15625,\n",
       "  0.21875,\n",
       "  0.75,\n",
       "  0.09375,\n",
       "  0.3125,\n",
       "  0.40625,\n",
       "  0.431,\n",
       "  0.667,\n",
       "  0.28125,\n",
       "  57.154027],\n",
       " ['Justin James',\n",
       "  'SAC',\n",
       "  36,\n",
       "  3.861111111111111,\n",
       "  0.6111111111111112,\n",
       "  0.8333333333333334,\n",
       "  0.2222222222222222,\n",
       "  0.08333333333333333,\n",
       "  0.4166666666666667,\n",
       "  0.468,\n",
       "  0.583,\n",
       "  0.3888888888888889,\n",
       "  56.90981033333333],\n",
       " ['KZ Okpala',\n",
       "  'MIA',\n",
       "  37,\n",
       "  2.4864864864864864,\n",
       "  0.5135135135135135,\n",
       "  1.837837837837838,\n",
       "  0.2702702702702703,\n",
       "  0.2972972972972973,\n",
       "  0.40540540540540543,\n",
       "  0.375,\n",
       "  0.533,\n",
       "  0.32432432432432434,\n",
       "  56.8990294054054],\n",
       " ['Justin Robinson',\n",
       "  'OKC',\n",
       "  9,\n",
       "  2.3333333333333335,\n",
       "  1.0,\n",
       "  0.7777777777777778,\n",
       "  0.3333333333333333,\n",
       "  0.0,\n",
       "  0.2222222222222222,\n",
       "  0.333,\n",
       "  0.6,\n",
       "  0.4444444444444444,\n",
       "  56.86315411111111],\n",
       " ['Anderson Varejao',\n",
       "  'CLE',\n",
       "  5,\n",
       "  2.6,\n",
       "  0.6,\n",
       "  4.0,\n",
       "  0.0,\n",
       "  0.4,\n",
       "  0.2,\n",
       "  0.25,\n",
       "  0.556,\n",
       "  0.0,\n",
       "  56.702218],\n",
       " ['Frank Ntilikina',\n",
       "  'NYK',\n",
       "  33,\n",
       "  2.696969696969697,\n",
       "  0.5757575757575758,\n",
       "  0.9393939393939394,\n",
       "  0.5454545454545454,\n",
       "  0.12121212121212122,\n",
       "  0.3333333333333333,\n",
       "  0.367,\n",
       "  0.444,\n",
       "  0.696969696969697,\n",
       "  56.40192839393939],\n",
       " ['Alfonzo McKinnie',\n",
       "  'LAL',\n",
       "  39,\n",
       "  3.128205128205128,\n",
       "  0.15384615384615385,\n",
       "  1.3846153846153846,\n",
       "  0.1794871794871795,\n",
       "  0.0,\n",
       "  0.1282051282051282,\n",
       "  0.516,\n",
       "  0.556,\n",
       "  0.41025641025641024,\n",
       "  56.39302194871795],\n",
       " ['Sindarius Thornwell',\n",
       "  'ORL',\n",
       "  21,\n",
       "  1.9523809523809523,\n",
       "  1.0,\n",
       "  0.8571428571428571,\n",
       "  0.6190476190476191,\n",
       "  0.09523809523809523,\n",
       "  0.3333333333333333,\n",
       "  0.326,\n",
       "  0.5,\n",
       "  0.3333333333333333,\n",
       "  56.1050840952381],\n",
       " ['Thanasis Antetokounmpo',\n",
       "  'MIL',\n",
       "  57,\n",
       "  2.912280701754386,\n",
       "  0.8070175438596491,\n",
       "  2.175438596491228,\n",
       "  0.38596491228070173,\n",
       "  0.17543859649122806,\n",
       "  0.7543859649122807,\n",
       "  0.489,\n",
       "  0.51,\n",
       "  0.12280701754385964,\n",
       "  56.000996368421056],\n",
       " ['Andre Roberson',\n",
       "  'BKN',\n",
       "  5,\n",
       "  1.2,\n",
       "  0.8,\n",
       "  3.0,\n",
       "  0.6,\n",
       "  0.2,\n",
       "  0.4,\n",
       "  0.143,\n",
       "  0.5,\n",
       "  0.2,\n",
       "  54.208253],\n",
       " ['Meyers Leonard',\n",
       "  'MIA',\n",
       "  3,\n",
       "  3.3333333333333335,\n",
       "  0.6666666666666666,\n",
       "  2.3333333333333335,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  0.6666666666666666,\n",
       "  0.429,\n",
       "  0.5,\n",
       "  1.0,\n",
       "  53.677759],\n",
       " ['Cristiano Felicio',\n",
       "  'CHI',\n",
       "  18,\n",
       "  1.2777777777777777,\n",
       "  0.5,\n",
       "  1.4444444444444444,\n",
       "  0.2222222222222222,\n",
       "  0.0,\n",
       "  0.2222222222222222,\n",
       "  0.538,\n",
       "  0.563,\n",
       "  0.0,\n",
       "  52.99855366666666],\n",
       " ['Bruno Fernando',\n",
       "  'ATL',\n",
       "  33,\n",
       "  1.5454545454545454,\n",
       "  0.30303030303030304,\n",
       "  2.3636363636363638,\n",
       "  0.12121212121212122,\n",
       "  0.09090909090909091,\n",
       "  0.6363636363636364,\n",
       "  0.409,\n",
       "  0.682,\n",
       "  0.0,\n",
       "  52.324181969696966],\n",
       " ['Devontae Cacok',\n",
       "  'LAL',\n",
       "  20,\n",
       "  1.95,\n",
       "  0.05,\n",
       "  1.6,\n",
       "  0.25,\n",
       "  0.2,\n",
       "  0.25,\n",
       "  0.586,\n",
       "  0.455,\n",
       "  0.0,\n",
       "  52.045671],\n",
       " ['Bruno Caboclo',\n",
       "  'HOU',\n",
       "  6,\n",
       "  2.8333333333333335,\n",
       "  0.16666666666666666,\n",
       "  2.3333333333333335,\n",
       "  0.0,\n",
       "  0.3333333333333333,\n",
       "  0.6666666666666666,\n",
       "  0.471,\n",
       "  0.5,\n",
       "  0.0,\n",
       "  48.065807666666664],\n",
       " ['Tim Frazier',\n",
       "  'MEM',\n",
       "  5,\n",
       "  1.6,\n",
       "  3.2,\n",
       "  1.6,\n",
       "  0.4,\n",
       "  0.2,\n",
       "  0.8,\n",
       "  0.15,\n",
       "  0.333,\n",
       "  0.0,\n",
       "  45.226049],\n",
       " ['James Nunnally',\n",
       "  'NOP',\n",
       "  9,\n",
       "  1.6666666666666667,\n",
       "  0.3333333333333333,\n",
       "  1.0,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  0.2222222222222222,\n",
       "  0.385,\n",
       "  0.5,\n",
       "  0.4444444444444444,\n",
       "  44.34027944444444],\n",
       " ['Alen Smailagic',\n",
       "  'GSW',\n",
       "  15,\n",
       "  1.8666666666666667,\n",
       "  0.26666666666666666,\n",
       "  1.0666666666666667,\n",
       "  0.2,\n",
       "  0.3333333333333333,\n",
       "  0.3333333333333333,\n",
       "  0.407,\n",
       "  0.333,\n",
       "  0.26666666666666666,\n",
       "  43.794362666666665],\n",
       " ['Juwan Morgan',\n",
       "  'UTA',\n",
       "  29,\n",
       "  1.206896551724138,\n",
       "  0.3103448275862069,\n",
       "  0.9655172413793104,\n",
       "  0.13793103448275862,\n",
       "  0.034482758620689655,\n",
       "  0.13793103448275862,\n",
       "  0.467,\n",
       "  0.429,\n",
       "  0.13793103448275862,\n",
       "  43.48442331034483],\n",
       " ['Udonis Haslem',\n",
       "  'MIA',\n",
       "  1,\n",
       "  4.0,\n",
       "  0.0,\n",
       "  1.0,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  1.0,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  36.971000000000004],\n",
       " ['Kostas Antetokounmpo',\n",
       "  'LAL',\n",
       "  15,\n",
       "  0.8,\n",
       "  0.06666666666666667,\n",
       "  1.2666666666666666,\n",
       "  0.13333333333333333,\n",
       "  0.26666666666666666,\n",
       "  0.7333333333333333,\n",
       "  0.3,\n",
       "  0.462,\n",
       "  0.0,\n",
       "  35.965619333333336],\n",
       " ['Jordan Bone',\n",
       "  'ORL',\n",
       "  14,\n",
       "  4.0,\n",
       "  1.2857142857142858,\n",
       "  1.7142857142857142,\n",
       "  0.14285714285714285,\n",
       "  0.0,\n",
       "  0.21428571428571427,\n",
       "  0.426,\n",
       "  0.0,\n",
       "  0.7142857142857143,\n",
       "  35.56401742857143],\n",
       " ['Jeremiah Martin',\n",
       "  'CLE',\n",
       "  9,\n",
       "  2.4444444444444446,\n",
       "  0.4444444444444444,\n",
       "  0.7777777777777778,\n",
       "  0.5555555555555556,\n",
       "  0.2222222222222222,\n",
       "  0.6666666666666666,\n",
       "  0.273,\n",
       "  0.2,\n",
       "  0.3333333333333333,\n",
       "  35.20013855555556],\n",
       " ['Jared Harper',\n",
       "  'NYK',\n",
       "  8,\n",
       "  0.375,\n",
       "  0.125,\n",
       "  0.25,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  0.375,\n",
       "  0.0,\n",
       "  0.75,\n",
       "  0.0,\n",
       "  34.36475],\n",
       " ['Vincent Poirier',\n",
       "  'PHI',\n",
       "  10,\n",
       "  0.8,\n",
       "  0.2,\n",
       "  1.4,\n",
       "  0.0,\n",
       "  0.3,\n",
       "  0.4,\n",
       "  0.25,\n",
       "  0.333,\n",
       "  0.0,\n",
       "  30.984149000000002],\n",
       " ['Ray Spalding',\n",
       "  'HOU',\n",
       "  2,\n",
       "  2.0,\n",
       "  0.0,\n",
       "  2.0,\n",
       "  0.0,\n",
       "  1.0,\n",
       "  1.5,\n",
       "  0.5,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  26.065500000000004],\n",
       " ['Cameron Reynolds',\n",
       "  'HOU',\n",
       "  5,\n",
       "  3.0,\n",
       "  0.4,\n",
       "  1.0,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  0.333,\n",
       "  0.0,\n",
       "  0.6,\n",
       "  23.950243],\n",
       " ['Jared Dudley',\n",
       "  'LAL',\n",
       "  12,\n",
       "  0.5,\n",
       "  0.4166666666666667,\n",
       "  1.75,\n",
       "  0.08333333333333333,\n",
       "  0.08333333333333333,\n",
       "  0.16666666666666666,\n",
       "  0.222,\n",
       "  0.0,\n",
       "  0.16666666666666666,\n",
       "  17.058495333333337],\n",
       " ['Adam Mokoka',\n",
       "  'CHI',\n",
       "  14,\n",
       "  1.0714285714285714,\n",
       "  0.35714285714285715,\n",
       "  0.35714285714285715,\n",
       "  0.14285714285714285,\n",
       "  0.07142857142857142,\n",
       "  0.35714285714285715,\n",
       "  0.368,\n",
       "  0.0,\n",
       "  0.07142857142857142,\n",
       "  15.831156571428572],\n",
       " ['Iman Shumpert',\n",
       "  'BKN',\n",
       "  2,\n",
       "  1.0,\n",
       "  0.0,\n",
       "  0.5,\n",
       "  0.5,\n",
       "  0.0,\n",
       "  0.5,\n",
       "  0.25,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  13.402750000000001],\n",
       " ['Jaylen Adams',\n",
       "  'MIL',\n",
       "  7,\n",
       "  0.2857142857142857,\n",
       "  0.2857142857142857,\n",
       "  0.42857142857142855,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  0.125,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  6.661017857142857],\n",
       " ['Theo Pinson',\n",
       "  'NYK',\n",
       "  17,\n",
       "  0.11764705882352941,\n",
       "  0.058823529411764705,\n",
       "  0.29411764705882354,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  0.058823529411764705,\n",
       "  0.111,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  3.953022176470588],\n",
       " ['Terrance Ferguson',\n",
       "  'PHI',\n",
       "  13,\n",
       "  0.15384615384615385,\n",
       "  0.15384615384615385,\n",
       "  0.07692307692307693,\n",
       "  0.07692307692307693,\n",
       "  0.0,\n",
       "  0.3076923076923077,\n",
       "  0.143,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  3.5895222307692305],\n",
       " ['Noah Vonleh',\n",
       "  'BKN',\n",
       "  4,\n",
       "  0.0,\n",
       "  0.25,\n",
       "  0.25,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  0.5,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  -3.29],\n",
       " ['Anzejs Pasecniks',\n",
       "  'WAS',\n",
       "  1,\n",
       "  0.0,\n",
       "  1.0,\n",
       "  1.0,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  5.0,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  0.0,\n",
       "  -44.48]]"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "quickSort(fantasyStats,0,len(fantasyStats)-1)\n",
    "fantasyStats.reverse()\n",
    "f = open(\"Stats.txt\", \"w\")\n",
    "f.write(str(fantasyStats))\n",
    "f.close()\n",
    "fantasyStats"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already up-to-date: firebase-admin in c:\\users\\gcher\\anaconda3\\lib\\site-packages (5.0.3)\n",
      "Requirement already satisfied, skipping upgrade: google-api-python-client>=1.7.8 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from firebase-admin) (1.9.3)\n",
      "Requirement already satisfied, skipping upgrade: google-cloud-storage>=1.37.1 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from firebase-admin) (1.42.3)\n",
      "Requirement already satisfied, skipping upgrade: google-cloud-firestore>=2.1.0; platform_python_implementation != \"PyPy\" in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from firebase-admin) (2.3.4)\n",
      "Requirement already satisfied, skipping upgrade: google-api-core[grpc]<3.0.0dev,>=1.22.1; platform_python_implementation != \"PyPy\" in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from firebase-admin) (2.1.0)\n",
      "Requirement already satisfied, skipping upgrade: cachecontrol>=0.12.6 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from firebase-admin) (0.12.6)\n",
      "Requirement already satisfied, skipping upgrade: httplib2<1dev,>=0.9.2 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from google-api-python-client>=1.7.8->firebase-admin) (0.18.1)\n",
      "Requirement already satisfied, skipping upgrade: google-auth>=1.16.0 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from google-api-python-client>=1.7.8->firebase-admin) (2.3.0)\n",
      "Requirement already satisfied, skipping upgrade: six<2dev,>=1.6.1 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from google-api-python-client>=1.7.8->firebase-admin) (1.14.0)\n",
      "Requirement already satisfied, skipping upgrade: google-auth-httplib2>=0.0.3 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from google-api-python-client>=1.7.8->firebase-admin) (0.0.3)\n",
      "Requirement already satisfied, skipping upgrade: uritemplate<4dev,>=3.0.0 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from google-api-python-client>=1.7.8->firebase-admin) (3.0.1)\n",
      "Requirement already satisfied, skipping upgrade: google-resumable-media<3.0dev,>=1.3.0; python_version >= \"3.6\" in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from google-cloud-storage>=1.37.1->firebase-admin) (2.0.3)\n",
      "Requirement already satisfied, skipping upgrade: google-cloud-core<3.0dev,>=1.6.0; python_version >= \"3.6\" in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from google-cloud-storage>=1.37.1->firebase-admin) (2.1.0)\n",
      "Requirement already satisfied, skipping upgrade: protobuf; python_version >= \"3.6\" in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from google-cloud-storage>=1.37.1->firebase-admin) (3.12.2)\n",
      "Requirement already satisfied, skipping upgrade: requests<3.0.0dev,>=2.18.0 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from google-cloud-storage>=1.37.1->firebase-admin) (2.22.0)\n",
      "Requirement already satisfied, skipping upgrade: packaging>=14.3 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from google-cloud-firestore>=2.1.0; platform_python_implementation != \"PyPy\"->firebase-admin) (20.1)\n",
      "Requirement already satisfied, skipping upgrade: proto-plus>=1.10.0 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from google-cloud-firestore>=2.1.0; platform_python_implementation != \"PyPy\"->firebase-admin) (1.19.4)\n",
      "Requirement already satisfied, skipping upgrade: setuptools>=40.3.0 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from google-api-core[grpc]<3.0.0dev,>=1.22.1; platform_python_implementation != \"PyPy\"->firebase-admin) (45.2.0.post20200210)\n",
      "Requirement already satisfied, skipping upgrade: googleapis-common-protos<2.0dev,>=1.6.0 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from google-api-core[grpc]<3.0.0dev,>=1.22.1; platform_python_implementation != \"PyPy\"->firebase-admin) (1.52.0)\n",
      "Requirement already satisfied, skipping upgrade: grpcio<2.0dev,>=1.33.2; extra == \"grpc\" in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from google-api-core[grpc]<3.0.0dev,>=1.22.1; platform_python_implementation != \"PyPy\"->firebase-admin) (1.41.0)\n",
      "Requirement already satisfied, skipping upgrade: msgpack>=0.5.2 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from cachecontrol>=0.12.6->firebase-admin) (0.6.1)\n",
      "Requirement already satisfied, skipping upgrade: cachetools<5.0,>=2.0.0 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from google-auth>=1.16.0->google-api-python-client>=1.7.8->firebase-admin) (4.1.0)\n",
      "Requirement already satisfied, skipping upgrade: rsa<5,>=3.1.4 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from google-auth>=1.16.0->google-api-python-client>=1.7.8->firebase-admin) (4.6)\n",
      "Requirement already satisfied, skipping upgrade: pyasn1-modules>=0.2.1 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from google-auth>=1.16.0->google-api-python-client>=1.7.8->firebase-admin) (0.2.8)\n",
      "Requirement already satisfied, skipping upgrade: google-crc32c<2.0dev,>=1.0 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from google-resumable-media<3.0dev,>=1.3.0; python_version >= \"3.6\"->google-cloud-storage>=1.37.1->firebase-admin) (1.3.0)\n",
      "Requirement already satisfied, skipping upgrade: idna<2.9,>=2.5 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from requests<3.0.0dev,>=2.18.0->google-cloud-storage>=1.37.1->firebase-admin) (2.8)\n",
      "Requirement already satisfied, skipping upgrade: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from requests<3.0.0dev,>=2.18.0->google-cloud-storage>=1.37.1->firebase-admin) (1.25.8)\n",
      "Requirement already satisfied, skipping upgrade: chardet<3.1.0,>=3.0.2 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from requests<3.0.0dev,>=2.18.0->google-cloud-storage>=1.37.1->firebase-admin) (3.0.4)\n",
      "Requirement already satisfied, skipping upgrade: certifi>=2017.4.17 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from requests<3.0.0dev,>=2.18.0->google-cloud-storage>=1.37.1->firebase-admin) (2019.11.28)\n",
      "Requirement already satisfied, skipping upgrade: pyparsing>=2.0.2 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from packaging>=14.3->google-cloud-firestore>=2.1.0; platform_python_implementation != \"PyPy\"->firebase-admin) (2.4.6)\n",
      "Requirement already satisfied, skipping upgrade: pyasn1>=0.1.3 in c:\\users\\gcher\\anaconda3\\lib\\site-packages (from rsa<5,>=3.1.4->google-auth>=1.16.0->google-api-python-client>=1.7.8->firebase-admin) (0.4.8)\n",
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "pip install --upgrade firebase-admin"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [],
   "source": [
    "import firebase_admin\n",
    "from firebase_admin import credentials\n",
    "from firebase_admin import firestore\n",
    "\n",
    "# Use a service account\n",
    "if not firebase_admin._apps:\n",
    "    cred = credentials.Certificate(\"nbafantasystats-c91bc-firebase-adminsdk-fumaf-8ba51a7433.json\")\n",
    "    firebase_admin.initialize_app(cred)\n",
    "    db = firestore.client()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [],
   "source": [
    "for player in fantasyStats:\n",
    "    print(player)\n",
    "    doc_ref = db.collection(year).document(player[0].upper())\n",
    "    doc_ref.set({\n",
    "        u'Name': player[0],\n",
    "        u'Team': player[1],\n",
    "        u'GP': player[2],\n",
    "        u'PPG': player[3],\n",
    "        u'APG': player[4],\n",
    "        u'RPG': player[5],\n",
    "        u'SPG': player[6],\n",
    "        u'BPG': player[7],\n",
    "        u'TOPG': player[8],\n",
    "        u'FGPercent': player[9],\n",
    "        u'FTPercent': player[10],\n",
    "        u'ThreesPG': player[11],\n",
    "        u'FER': player[12],\n",
    "    })"
   ]
  }
 ],
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