Scripts/2020_21_season/pace_per_seasons.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import requests\n",
    "from bs4 import BeautifulSoup\n",
    "import time\n",
    "import re"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from collections import defaultdict"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "url = \"https://www.basketball-reference.com/leagues/NBA_1950.html#all_team-stats-per_game\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "res = requests.get(url)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "text = res.text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "text = text.replace('<!--', '')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "text = text.replace('--!>', '')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "soup = BeautifulSoup(text,  \"lxml\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "item = soup.find_all(attrs={'class': 'table_container'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "text = res.text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 117,
   "metadata": {},
   "outputs": [],
   "source": [
    "url = \"https://www.basketball-reference.com/leagues/NBA_1990.html\"\n",
    "res = requests.get(url)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 118,
   "metadata": {},
   "outputs": [],
   "source": [
    "text = res.text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 120,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'\\n      <div class=\"table_container\" id=\"div_team-stats-per_game\">\\n\\t  \\n  <table class=\"sortable stats_table\" id=\"team-stats-per_game\" data-cols-to-freeze=\",2\"><caption>Team Per Game Stats Table</caption>\\n   <colgroup><col><col><col><col><col><col><col><col><col><col><col><col><col><col><col><col><col><col><col><col><col><col><col><col><col></colgroup>\\n   <thead>      \\n      <tr>\\n         <th aria-label=\"Rank\" data-stat=\"ranker\" scope=\"col\" class=\"ranker poptip sort_default_asc show_partial_when_sorting right\" data-tip=\"Rank\" >Rk</th>\\n         <th aria-label=\"Team\" data-stat=\"team_name\" scope=\"col\" class=\" poptip sort_default_asc left\" >Team</th>\\n         <th aria-label=\"Games\" data-stat=\"g\" scope=\"col\" class=\" poptip center\" data-tip=\"Games\" >G</th>\\n         <th aria-label=\"Minutes Played\" data-stat=\"mp\" scope=\"col\" class=\" poptip center\" data-tip=\"Minutes Played\" >MP</th>\\n         <th aria-label=\"Field Goals\" data-stat=\"fg\" scope=\"col\" class=\" poptip center\" data-tip=\"Field Goals\" >FG</th>\\n         <th aria-label=\"Field Goal Attempts\" data-stat=\"fga\" scope=\"col\" class=\" poptip center\" data-tip=\"Field Goal Attempts\" >FGA</th>\\n         <th aria-label=\"Field Goal Percentage\" data-stat=\"fg_pct\" scope=\"col\" class=\" poptip center\" data-tip=\"Field Goal Percentage\" >FG%</th>\\n         <th aria-label=\"3-Point Field Goals\" data-stat=\"fg3\" scope=\"col\" class=\" poptip center\" data-tip=\"3-Point Field Goals\" >3P</th>\\n         <th aria-label=\"3-Point Field Goal Attempts\" data-stat=\"fg3a\" scope=\"col\" class=\" poptip center\" data-tip=\"3-Point Field Goal Attempts\" >3PA</th>\\n         <th aria-label=\"3-Point Field Goal Percentage\" data-stat=\"fg3_pct\" scope=\"col\" class=\" poptip center\" data-tip=\"3-Point Field Goal Percentage\" >3P%</th>\\n         <th aria-label=\"2-Point Field Goals\" data-stat=\"fg2\" scope=\"col\" class=\" poptip center\" data-tip=\"2-Point Field Goals\" >2P</th>\\n         <th aria-label=\"2-point Field Goal Attempts\" data-stat=\"fg2a\" scope=\"col\" class=\" poptip center\" data-tip=\"2-point Field Goal Attempts\" >2PA</th>\\n         <th aria-label=\"2-Point Field Goal Percentage\" data-stat=\"fg2_pct\" scope=\"col\" class=\" poptip center\" data-tip=\"2-Point Field Goal Percentage\" >2P%</th>\\n         <th aria-label=\"Free Throws\" data-stat=\"ft\" scope=\"col\" class=\" poptip center\" data-tip=\"Free Throws\" >FT</th>\\n         <th aria-label=\"Free Throw Attempts\" data-stat=\"fta\" scope=\"col\" class=\" poptip center\" data-tip=\"Free Throw Attempts\" >FTA</th>\\n         <th aria-label=\"Free Throw Percentage\" data-stat=\"ft_pct\" scope=\"col\" class=\" poptip center\" data-tip=\"Free Throw Percentage\" >FT%</th>\\n         <th aria-label=\"Offensive Rebounds\" data-stat=\"orb\" scope=\"col\" class=\" poptip center\" data-tip=\"Offensive Rebounds\" >ORB</th>\\n         <th aria-label=\"Defensive Rebounds\" data-stat=\"drb\" scope=\"col\" class=\" poptip center\" data-tip=\"Defensive Rebounds\" >DRB</th>\\n         <th aria-label=\"Total Rebounds\" data-stat=\"trb\" scope=\"col\" class=\" poptip center\" data-tip=\"Total Rebounds\" >TRB</th>\\n         <th aria-label=\"Assists\" data-stat=\"ast\" scope=\"col\" class=\" poptip center\" data-tip=\"Assists\" >AST</th>\\n         <th aria-label=\"Steals\" data-stat=\"stl\" scope=\"col\" class=\" poptip center\" data-tip=\"Steals\" >STL</th>\\n         <th aria-label=\"Blocks\" data-stat=\"blk\" scope=\"col\" class=\" poptip center\" data-tip=\"Blocks\" >BLK</th>\\n         <th aria-label=\"Turnovers\" data-stat=\"tov\" scope=\"col\" class=\" poptip center\" data-tip=\"Turnovers\" >TOV</th>\\n         <th aria-label=\"Personal Fouls\" data-stat=\"pf\" scope=\"col\" class=\" poptip center\" data-tip=\"Personal Fouls\" >PF</th>\\n         <th aria-label=\"Points\" data-stat=\"pts\" scope=\"col\" class=\" poptip center\" data-tip=\"Points\" >PTS</th>\\n      </tr>\\n      \\n   </thead>\\n   <tbody>\\n<tr ><th scope=\"row\" class=\"right \" data-stat=\"ranker\" csk=\"1\" >1</th><td class=\"left \" data-stat=\"team_name\" ><a href=\"/teams/GSW/1990.html\">Golden State Warriors</a></td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >240.3</td><td class=\"right \" data-stat=\"fg\" >42.5</td><td class=\"right \" data-stat=\"fga\" >87.9</td><td class=\"right \" data-stat=\"fg_pct\" >.484</td><td class=\"right \" data-stat=\"fg3\" >3.0</td><td class=\"right \" data-stat=\"fg3a\" >9.1</td><td class=\"right \" data-stat=\"fg3_pct\" >.324</td><td class=\"right \" data-stat=\"fg2\" >39.6</td><td class=\"right \" data-stat=\"fg2a\" >78.8</td><td class=\"right \" data-stat=\"fg2_pct\" >.503</td><td class=\"right \" data-stat=\"ft\" >28.2</td><td class=\"right \" data-stat=\"fta\" >34.9</td><td class=\"right \" data-stat=\"ft_pct\" >.809</td><td class=\"right \" data-stat=\"orb\" >11.2</td><td class=\"right \" data-stat=\"drb\" >29.1</td><td class=\"right \" data-stat=\"trb\" >40.2</td><td class=\"right \" data-stat=\"ast\" >24.1</td><td class=\"right \" data-stat=\"stl\" >9.2</td><td class=\"right \" data-stat=\"blk\" >6.0</td><td class=\"right \" data-stat=\"tov\" >17.3</td><td class=\"right \" data-stat=\"pf\" >24.5</td><td class=\"right \" data-stat=\"pts\" >116.3</td></tr>\\n<tr ><th scope=\"row\" class=\"right \" data-stat=\"ranker\" csk=\"2\" >2</th><td class=\"left \" data-stat=\"team_name\" ><a href=\"/teams/PHO/1990.html\">Phoenix Suns</a>*</td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >242.1</td><td class=\"right \" data-stat=\"fg\" >43.2</td><td class=\"right \" data-stat=\"fga\" >87.1</td><td class=\"right \" data-stat=\"fg_pct\" >.496</td><td class=\"right \" data-stat=\"fg3\" >2.1</td><td class=\"right \" data-stat=\"fg3a\" >6.6</td><td class=\"right \" data-stat=\"fg3_pct\" >.324</td><td class=\"right \" data-stat=\"fg2\" >41.1</td><td class=\"right \" data-stat=\"fg2a\" >80.4</td><td class=\"right \" data-stat=\"fg2_pct\" >.511</td><td class=\"right \" data-stat=\"ft\" >26.3</td><td class=\"right \" data-stat=\"fta\" >33.1</td><td class=\"right \" data-stat=\"ft_pct\" >.795</td><td class=\"right \" data-stat=\"orb\" >12.8</td><td class=\"right \" data-stat=\"drb\" >32.3</td><td class=\"right \" data-stat=\"trb\" >45.2</td><td class=\"right \" data-stat=\"ast\" >25.7</td><td class=\"right \" data-stat=\"stl\" >8.1</td><td class=\"right \" data-stat=\"blk\" >6.1</td><td class=\"right \" data-stat=\"tov\" >15.5</td><td class=\"right \" data-stat=\"pf\" >22.3</td><td class=\"right \" data-stat=\"pts\" >114.9</td></tr>\\n<tr ><th scope=\"row\" class=\"right \" data-stat=\"ranker\" csk=\"3\" >3</th><td class=\"left \" data-stat=\"team_name\" ><a href=\"/teams/DEN/1990.html\">Denver Nuggets</a>*</td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >241.5</td><td class=\"right \" data-stat=\"fg\" >45.3</td><td class=\"right \" data-stat=\"fga\" >97.7</td><td class=\"right \" data-stat=\"fg_pct\" >.464</td><td class=\"right \" data-stat=\"fg3\" >2.8</td><td class=\"right \" data-stat=\"fg3a\" >8.3</td><td class=\"right \" data-stat=\"fg3_pct\" >.337</td><td class=\"right \" data-stat=\"fg2\" >42.5</td><td class=\"right \" data-stat=\"fg2a\" >89.5</td><td class=\"right \" data-stat=\"fg2_pct\" >.475</td><td class=\"right \" data-stat=\"ft\" >21.2</td><td class=\"right \" data-stat=\"fta\" >26.8</td><td class=\"right \" data-stat=\"ft_pct\" >.789</td><td class=\"right \" data-stat=\"orb\" >14.3</td><td class=\"right \" data-stat=\"drb\" >30.9</td><td class=\"right \" data-stat=\"trb\" >45.1</td><td class=\"right \" data-stat=\"ast\" >27.7</td><td class=\"right \" data-stat=\"stl\" >9.9</td><td class=\"right \" data-stat=\"blk\" >4.0</td><td class=\"right \" data-stat=\"tov\" >13.9</td><td class=\"right \" data-stat=\"pf\" >25.0</td><td class=\"right \" data-stat=\"pts\" >114.6</td></tr>\\n<tr ><th scope=\"row\" class=\"right \" data-stat=\"ranker\" csk=\"4\" >4</th><td class=\"left \" data-stat=\"team_name\" ><a href=\"/teams/POR/1990.html\">Portland Trail Blazers</a>*</td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >242.4</td><td class=\"right \" data-stat=\"fg\" >43.6</td><td class=\"right \" data-stat=\"fga\" >92.0</td><td class=\"right \" data-stat=\"fg_pct\" >.473</td><td class=\"right \" data-stat=\"fg3\" >2.3</td><td class=\"right \" data-stat=\"fg3a\" >6.9</td><td class=\"right \" data-stat=\"fg3_pct\" >.336</td><td class=\"right \" data-stat=\"fg2\" >41.2</td><td class=\"right \" data-stat=\"fg2a\" >85.1</td><td class=\"right \" data-stat=\"fg2_pct\" >.484</td><td class=\"right \" data-stat=\"ft\" >24.8</td><td class=\"right \" data-stat=\"fta\" >33.3</td><td class=\"right \" data-stat=\"ft_pct\" >.743</td><td class=\"right \" data-stat=\"orb\" >16.5</td><td class=\"right \" data-stat=\"drb\" >31.1</td><td class=\"right \" data-stat=\"trb\" >47.6</td><td class=\"right \" data-stat=\"ast\" >25.4</td><td class=\"right \" data-stat=\"stl\" >9.1</td><td class=\"right \" data-stat=\"blk\" >4.4</td><td class=\"right \" data-stat=\"tov\" >16.5</td><td class=\"right \" data-stat=\"pf\" >25.0</td><td class=\"right \" data-stat=\"pts\" >114.2</td></tr>\\n<tr ><th scope=\"row\" class=\"right \" data-stat=\"ranker\" csk=\"5\" >5</th><td class=\"left \" data-stat=\"team_name\" ><a href=\"/teams/ORL/1990.html\">Orlando Magic</a></td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >241.5</td><td class=\"right \" data-stat=\"fg\" >42.2</td><td class=\"right \" data-stat=\"fga\" >91.8</td><td class=\"right \" data-stat=\"fg_pct\" >.459</td><td class=\"right \" data-stat=\"fg3\" >1.4</td><td class=\"right \" data-stat=\"fg3a\" >4.8</td><td class=\"right \" data-stat=\"fg3_pct\" >.295</td><td class=\"right \" data-stat=\"fg2\" >40.7</td><td class=\"right \" data-stat=\"fg2a\" >87.0</td><td class=\"right \" data-stat=\"fg2_pct\" >.468</td><td class=\"right \" data-stat=\"ft\" >25.1</td><td class=\"right \" data-stat=\"fta\" >33.2</td><td class=\"right \" data-stat=\"ft_pct\" >.756</td><td class=\"right \" data-stat=\"orb\" >15.9</td><td class=\"right \" data-stat=\"drb\" >30.1</td><td class=\"right \" data-stat=\"trb\" >46.0</td><td class=\"right \" data-stat=\"ast\" >24.3</td><td class=\"right \" data-stat=\"stl\" >7.5</td><td class=\"right \" data-stat=\"blk\" >3.6</td><td class=\"right \" data-stat=\"tov\" >17.2</td><td class=\"right \" data-stat=\"pf\" >24.1</td><td class=\"right \" data-stat=\"pts\" >110.9</td></tr>\\n<tr ><th scope=\"row\" class=\"right \" data-stat=\"ranker\" csk=\"6\" >6</th><td class=\"left \" data-stat=\"team_name\" ><a href=\"/teams/LAL/1990.html\">Los Angeles Lakers</a>*</td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >242.1</td><td class=\"right \" data-stat=\"fg\" >41.9</td><td class=\"right \" data-stat=\"fga\" >85.5</td><td class=\"right \" data-stat=\"fg_pct\" >.490</td><td class=\"right \" data-stat=\"fg3\" >3.8</td><td class=\"right \" data-stat=\"fg3a\" >10.3</td><td class=\"right \" data-stat=\"fg3_pct\" >.367</td><td class=\"right \" data-stat=\"fg2\" >38.1</td><td class=\"right \" data-stat=\"fg2a\" >75.2</td><td class=\"right \" data-stat=\"fg2_pct\" >.507</td><td class=\"right \" data-stat=\"ft\" >23.2</td><td class=\"right \" data-stat=\"fta\" >29.5</td><td class=\"right \" data-stat=\"ft_pct\" >.787</td><td class=\"right \" data-stat=\"orb\" >13.4</td><td class=\"right \" data-stat=\"drb\" >30.0</td><td class=\"right \" data-stat=\"trb\" >43.4</td><td class=\"right \" data-stat=\"ast\" >27.2</td><td class=\"right \" data-stat=\"stl\" >8.0</td><td class=\"right \" data-stat=\"blk\" >5.4</td><td class=\"right \" data-stat=\"tov\" >15.0</td><td class=\"right \" data-stat=\"pf\" >21.2</td><td class=\"right \" data-stat=\"pts\" >110.7</td></tr>\\n<tr ><th scope=\"row\" class=\"right \" data-stat=\"ranker\" csk=\"7\" >7</th><td class=\"left \" data-stat=\"team_name\" ><a href=\"/teams/PHI/1990.html\">Philadelphia 76ers</a>*</td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >241.5</td><td class=\"right \" data-stat=\"fg\" >41.9</td><td class=\"right \" data-stat=\"fga\" >85.7</td><td class=\"right \" data-stat=\"fg_pct\" >.489</td><td class=\"right \" data-stat=\"fg3\" >2.3</td><td class=\"right \" data-stat=\"fg3a\" >6.6</td><td class=\"right \" data-stat=\"fg3_pct\" >.348</td><td class=\"right \" data-stat=\"fg2\" >39.6</td><td class=\"right \" data-stat=\"fg2a\" >79.1</td><td class=\"right \" data-stat=\"fg2_pct\" >.501</td><td class=\"right \" data-stat=\"ft\" >24.1</td><td class=\"right \" data-stat=\"fta\" >30.6</td><td class=\"right \" data-stat=\"ft_pct\" >.788</td><td class=\"right \" data-stat=\"orb\" >13.5</td><td class=\"right \" data-stat=\"drb\" >29.3</td><td class=\"right \" data-stat=\"trb\" >42.9</td><td class=\"right \" data-stat=\"ast\" >23.6</td><td class=\"right \" data-stat=\"stl\" >8.4</td><td class=\"right \" data-stat=\"blk\" >4.5</td><td class=\"right \" data-stat=\"tov\" >14.7</td><td class=\"right \" data-stat=\"pf\" >20.7</td><td class=\"right \" data-stat=\"pts\" >110.2</td></tr>\\n<tr ><th scope=\"row\" class=\"right \" data-stat=\"ranker\" csk=\"8\" >8</th><td class=\"left \" data-stat=\"team_name\" ><a href=\"/teams/BOS/1990.html\">Boston Celtics</a>*</td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >240.3</td><td class=\"right \" data-stat=\"fg\" >43.5</td><td class=\"right \" data-stat=\"fga\" >87.2</td><td class=\"right \" data-stat=\"fg_pct\" >.498</td><td class=\"right \" data-stat=\"fg3\" >1.3</td><td class=\"right \" data-stat=\"fg3a\" >4.9</td><td class=\"right \" data-stat=\"fg3_pct\" >.262</td><td class=\"right \" data-stat=\"fg2\" >42.2</td><td class=\"right \" data-stat=\"fg2a\" >82.2</td><td class=\"right \" data-stat=\"fg2_pct\" >.513</td><td class=\"right \" data-stat=\"ft\" >21.8</td><td class=\"right \" data-stat=\"fta\" >26.3</td><td class=\"right \" data-stat=\"ft_pct\" >.832</td><td class=\"right \" data-stat=\"orb\" >13.0</td><td class=\"right \" data-stat=\"drb\" >33.0</td><td class=\"right \" data-stat=\"trb\" >46.0</td><td class=\"right \" data-stat=\"ast\" >29.5</td><td class=\"right \" data-stat=\"stl\" >6.6</td><td class=\"right \" data-stat=\"blk\" >5.5</td><td class=\"right \" data-stat=\"tov\" >15.3</td><td class=\"right \" data-stat=\"pf\" >20.9</td><td class=\"right \" data-stat=\"pts\" >110.0</td></tr>\\n<tr ><th scope=\"row\" class=\"right \" data-stat=\"ranker\" csk=\"9\" >9</th><td class=\"left \" data-stat=\"team_name\" ><a href=\"/teams/CHI/1990.html\">Chicago Bulls</a>*</td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >241.8</td><td class=\"right \" data-stat=\"fg\" >43.1</td><td class=\"right \" data-stat=\"fga\" >86.5</td><td class=\"right \" data-stat=\"fg_pct\" >.498</td><td class=\"right \" data-stat=\"fg3\" >3.0</td><td class=\"right \" data-stat=\"fg3a\" >8.2</td><td class=\"right \" data-stat=\"fg3_pct\" >.374</td><td class=\"right \" data-stat=\"fg2\" >40.0</td><td class=\"right \" data-stat=\"fg2a\" >78.3</td><td class=\"right \" data-stat=\"fg2_pct\" >.511</td><td class=\"right \" data-stat=\"ft\" >20.3</td><td class=\"right \" data-stat=\"fta\" >26.1</td><td class=\"right \" data-stat=\"ft_pct\" >.778</td><td class=\"right \" data-stat=\"orb\" >13.1</td><td class=\"right \" data-stat=\"drb\" >27.8</td><td class=\"right \" data-stat=\"trb\" >40.9</td><td class=\"right \" data-stat=\"ast\" >26.5</td><td class=\"right \" data-stat=\"stl\" >9.9</td><td class=\"right \" data-stat=\"blk\" >4.7</td><td class=\"right \" data-stat=\"tov\" >15.2</td><td class=\"right \" data-stat=\"pf\" >23.2</td><td class=\"right \" data-stat=\"pts\" >109.5</td></tr>\\n<tr ><th scope=\"row\" class=\"right \" data-stat=\"ranker\" csk=\"10\" >10</th><td class=\"left \" data-stat=\"team_name\" ><a href=\"/teams/IND/1990.html\">Indiana Pacers</a>*</td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >242.4</td><td class=\"right \" data-stat=\"fg\" >41.2</td><td class=\"right \" data-stat=\"fga\" >83.0</td><td class=\"right \" data-stat=\"fg_pct\" >.497</td><td class=\"right \" data-stat=\"fg3\" >3.6</td><td class=\"right \" data-stat=\"fg3a\" >9.4</td><td class=\"right \" data-stat=\"fg3_pct\" >.382</td><td class=\"right \" data-stat=\"fg2\" >37.6</td><td class=\"right \" data-stat=\"fg2a\" >73.6</td><td class=\"right \" data-stat=\"fg2_pct\" >.511</td><td class=\"right \" data-stat=\"ft\" >23.2</td><td class=\"right \" data-stat=\"fta\" >28.5</td><td class=\"right \" data-stat=\"ft_pct\" >.816</td><td class=\"right \" data-stat=\"orb\" >11.5</td><td class=\"right \" data-stat=\"drb\" >29.1</td><td class=\"right \" data-stat=\"trb\" >40.6</td><td class=\"right \" data-stat=\"ast\" >24.7</td><td class=\"right \" data-stat=\"stl\" >6.7</td><td class=\"right \" data-stat=\"blk\" >4.3</td><td class=\"right \" data-stat=\"tov\" >16.4</td><td class=\"right \" data-stat=\"pf\" >24.0</td><td class=\"right \" data-stat=\"pts\" >109.3</td></tr>\\n<tr ><th scope=\"row\" class=\"right \" data-stat=\"ranker\" csk=\"11\" >11</th><td class=\"left \" data-stat=\"team_name\" ><a href=\"/teams/ATL/1990.html\">Atlanta Hawks</a></td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >240.6</td><td class=\"right \" data-stat=\"fg\" >41.7</td><td class=\"right \" data-stat=\"fga\" >85.6</td><td class=\"right \" data-stat=\"fg_pct\" >.487</td><td class=\"right \" data-stat=\"fg3\" >1.5</td><td class=\"right \" data-stat=\"fg3a\" >5.0</td><td class=\"right \" data-stat=\"fg3_pct\" >.302</td><td class=\"right \" data-stat=\"fg2\" >40.2</td><td class=\"right \" data-stat=\"fg2a\" >80.6</td><td class=\"right \" data-stat=\"fg2_pct\" >.498</td><td class=\"right \" data-stat=\"ft\" >23.7</td><td class=\"right \" data-stat=\"fta\" >31.0</td><td class=\"right \" data-stat=\"ft_pct\" >.764</td><td class=\"right \" data-stat=\"orb\" >15.5</td><td class=\"right \" data-stat=\"drb\" >26.7</td><td class=\"right \" data-stat=\"trb\" >42.2</td><td class=\"right \" data-stat=\"ast\" >22.2</td><td class=\"right \" data-stat=\"stl\" >8.7</td><td class=\"right \" data-stat=\"blk\" >4.3</td><td class=\"right \" data-stat=\"tov\" >15.5</td><td class=\"right \" data-stat=\"pf\" >22.8</td><td class=\"right \" data-stat=\"pts\" >108.5</td></tr>\\n<tr ><th scope=\"row\" class=\"right \" data-stat=\"ranker\" csk=\"12\" >12</th><td class=\"left \" data-stat=\"team_name\" ><a href=\"/teams/NYK/1990.html\">New York Knicks</a>*</td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >241.8</td><td class=\"right \" data-stat=\"fg\" >41.9</td><td class=\"right \" data-stat=\"fga\" >86.5</td><td class=\"right \" data-stat=\"fg_pct\" >.484</td><td class=\"right \" data-stat=\"fg3\" >2.9</td><td class=\"right \" data-stat=\"fg3a\" >8.7</td><td class=\"right \" data-stat=\"fg3_pct\" >.332</td><td class=\"right \" data-stat=\"fg2\" >39.0</td><td class=\"right \" data-stat=\"fg2a\" >77.8</td><td class=\"right \" data-stat=\"fg2_pct\" >.501</td><td class=\"right \" data-stat=\"ft\" >21.6</td><td class=\"right \" data-stat=\"fta\" >28.6</td><td class=\"right \" data-stat=\"ft_pct\" >.756</td><td class=\"right \" data-stat=\"orb\" >14.5</td><td class=\"right \" data-stat=\"drb\" >29.6</td><td class=\"right \" data-stat=\"trb\" >44.1</td><td class=\"right \" data-stat=\"ast\" >26.1</td><td class=\"right \" data-stat=\"stl\" >8.7</td><td class=\"right \" data-stat=\"blk\" >6.0</td><td class=\"right \" data-stat=\"tov\" >17.2</td><td class=\"right \" data-stat=\"pf\" >22.3</td><td class=\"right \" data-stat=\"pts\" >108.3</td></tr>\\n<tr ><th scope=\"row\" class=\"right \" data-stat=\"ranker\" csk=\"13\" >13</th><td class=\"left \" data-stat=\"team_name\" ><a href=\"/teams/WSB/1990.html\">Washington Bullets</a></td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >241.8</td><td class=\"right \" data-stat=\"fg\" >43.9</td><td class=\"right \" data-stat=\"fga\" >92.5</td><td class=\"right \" data-stat=\"fg_pct\" >.475</td><td class=\"right \" data-stat=\"fg3\" >0.5</td><td class=\"right \" data-stat=\"fg3a\" >2.4</td><td class=\"right \" data-stat=\"fg3_pct\" >.188</td><td class=\"right \" data-stat=\"fg2\" >43.4</td><td class=\"right \" data-stat=\"fg2a\" >90.0</td><td class=\"right \" data-stat=\"fg2_pct\" >.482</td><td class=\"right \" data-stat=\"ft\" >19.5</td><td class=\"right \" data-stat=\"fta\" >25.5</td><td class=\"right \" data-stat=\"ft_pct\" >.764</td><td class=\"right \" data-stat=\"orb\" >14.6</td><td class=\"right \" data-stat=\"drb\" >29.9</td><td class=\"right \" data-stat=\"trb\" >44.5</td><td class=\"right \" data-stat=\"ast\" >27.0</td><td class=\"right \" data-stat=\"stl\" >6.8</td><td class=\"right \" data-stat=\"blk\" >5.2</td><td class=\"right \" data-stat=\"tov\" >14.6</td><td class=\"right \" data-stat=\"pf\" >23.5</td><td class=\"right \" data-stat=\"pts\" >107.7</td></tr>\\n<tr ><th scope=\"row\" class=\"right \" data-stat=\"ranker\" csk=\"14\" >14</th><td class=\"left \" data-stat=\"team_name\" ><a href=\"/teams/SEA/1990.html\">Seattle SuperSonics</a></td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >242.7</td><td class=\"right \" data-stat=\"fg\" >42.3</td><td class=\"right \" data-stat=\"fga\" >88.3</td><td class=\"right \" data-stat=\"fg_pct\" >.479</td><td class=\"right \" data-stat=\"fg3\" >2.8</td><td class=\"right \" data-stat=\"fg3a\" >7.9</td><td class=\"right \" data-stat=\"fg3_pct\" >.355</td><td class=\"right \" data-stat=\"fg2\" >39.5</td><td class=\"right \" data-stat=\"fg2a\" >80.4</td><td class=\"right \" data-stat=\"fg2_pct\" >.491</td><td class=\"right \" data-stat=\"ft\" >19.6</td><td class=\"right \" data-stat=\"fta\" >26.4</td><td class=\"right \" data-stat=\"ft_pct\" >.741</td><td class=\"right \" data-stat=\"orb\" >16.1</td><td class=\"right \" data-stat=\"drb\" >27.5</td><td class=\"right \" data-stat=\"trb\" >43.6</td><td class=\"right \" data-stat=\"ast\" >22.9</td><td class=\"right \" data-stat=\"stl\" >8.5</td><td class=\"right \" data-stat=\"blk\" >4.1</td><td class=\"right \" data-stat=\"tov\" >16.3</td><td class=\"right \" data-stat=\"pf\" >25.2</td><td class=\"right \" data-stat=\"pts\" >106.9</td></tr>\\n<tr ><th scope=\"row\" class=\"right \" data-stat=\"ranker\" csk=\"15\" >15</th><td class=\"left \" data-stat=\"team_name\" ><a href=\"/teams/UTA/1990.html\">Utah Jazz</a>*</td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >241.8</td><td class=\"right \" data-stat=\"fg\" >40.6</td><td class=\"right \" data-stat=\"fga\" >80.4</td><td class=\"right \" data-stat=\"fg_pct\" >.505</td><td class=\"right \" data-stat=\"fg3\" >2.8</td><td class=\"right \" data-stat=\"fg3a\" >7.7</td><td class=\"right \" data-stat=\"fg3_pct\" >.359</td><td class=\"right \" data-stat=\"fg2\" >37.9</td><td class=\"right \" data-stat=\"fg2a\" >72.7</td><td class=\"right \" data-stat=\"fg2_pct\" >.521</td><td class=\"right \" data-stat=\"ft\" >22.9</td><td class=\"right \" data-stat=\"fta\" >30.3</td><td class=\"right \" data-stat=\"ft_pct\" >.754</td><td class=\"right \" data-stat=\"orb\" >11.6</td><td class=\"right \" data-stat=\"drb\" >30.5</td><td class=\"right \" data-stat=\"trb\" >42.1</td><td class=\"right \" data-stat=\"ast\" >27.0</td><td class=\"right \" data-stat=\"stl\" >8.3</td><td class=\"right \" data-stat=\"blk\" >6.0</td><td class=\"right \" data-stat=\"tov\" >17.2</td><td class=\"right \" data-stat=\"pf\" >24.8</td><td class=\"right \" data-stat=\"pts\" >106.8</td></tr>\\n<tr ><th scope=\"row\" class=\"right \" data-stat=\"ranker\" csk=\"16\" >16</th><td class=\"left \" data-stat=\"team_name\" ><a href=\"/teams/HOU/1990.html\">Houston Rockets</a>*</td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >241.5</td><td class=\"right \" data-stat=\"fg\" >42.5</td><td class=\"right \" data-stat=\"fga\" >88.4</td><td class=\"right \" data-stat=\"fg_pct\" >.480</td><td class=\"right \" data-stat=\"fg3\" >1.9</td><td class=\"right \" data-stat=\"fg3a\" >6.0</td><td class=\"right \" data-stat=\"fg3_pct\" >.312</td><td class=\"right \" data-stat=\"fg2\" >40.6</td><td class=\"right \" data-stat=\"fg2a\" >82.4</td><td class=\"right \" data-stat=\"fg2_pct\" >.493</td><td class=\"right \" data-stat=\"ft\" >19.9</td><td class=\"right \" data-stat=\"fta\" >27.6</td><td class=\"right \" data-stat=\"ft_pct\" >.720</td><td class=\"right \" data-stat=\"orb\" >14.8</td><td class=\"right \" data-stat=\"drb\" >32.2</td><td class=\"right \" data-stat=\"trb\" >47.0</td><td class=\"right \" data-stat=\"ast\" >26.8</td><td class=\"right \" data-stat=\"stl\" >9.9</td><td class=\"right \" data-stat=\"blk\" >6.7</td><td class=\"right \" data-stat=\"tov\" >18.5</td><td class=\"right \" data-stat=\"pf\" >23.6</td><td class=\"right \" data-stat=\"pts\" >106.7</td></tr>\\n<tr ><th scope=\"row\" class=\"right \" data-stat=\"ranker\" csk=\"17\" >17</th><td class=\"left \" data-stat=\"team_name\" ><a href=\"/teams/SAS/1990.html\">San Antonio Spurs</a>*</td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >240.6</td><td class=\"right \" data-stat=\"fg\" >41.3</td><td class=\"right \" data-stat=\"fga\" >85.3</td><td class=\"right \" data-stat=\"fg_pct\" >.484</td><td class=\"right \" data-stat=\"fg3\" >0.7</td><td class=\"right \" data-stat=\"fg3a\" >2.8</td><td class=\"right \" data-stat=\"fg3_pct\" >.239</td><td class=\"right \" data-stat=\"fg2\" >40.7</td><td class=\"right \" data-stat=\"fg2a\" >82.6</td><td class=\"right \" data-stat=\"fg2_pct\" >.492</td><td class=\"right \" data-stat=\"ft\" >23.0</td><td class=\"right \" data-stat=\"fta\" >30.9</td><td class=\"right \" data-stat=\"ft_pct\" >.745</td><td class=\"right \" data-stat=\"orb\" >14.2</td><td class=\"right \" data-stat=\"drb\" >30.2</td><td class=\"right \" data-stat=\"trb\" >44.4</td><td class=\"right \" data-stat=\"ast\" >24.8</td><td class=\"right \" data-stat=\"stl\" >9.7</td><td class=\"right \" data-stat=\"blk\" >6.8</td><td class=\"right \" data-stat=\"tov\" >17.1</td><td class=\"right \" data-stat=\"pf\" >22.6</td><td class=\"right \" data-stat=\"pts\" >106.3</td></tr>\\n<tr ><th scope=\"row\" class=\"right \" data-stat=\"ranker\" csk=\"18\" >18</th><td class=\"left \" data-stat=\"team_name\" ><a href=\"/teams/MIL/1990.html\">Milwaukee Bucks</a>*</td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >241.8</td><td class=\"right \" data-stat=\"fg\" >41.2</td><td class=\"right \" data-stat=\"fga\" >87.1</td><td class=\"right \" data-stat=\"fg_pct\" >.473</td><td class=\"right \" data-stat=\"fg3\" >2.5</td><td class=\"right \" data-stat=\"fg3a\" >8.2</td><td class=\"right \" data-stat=\"fg3_pct\" >.312</td><td class=\"right \" data-stat=\"fg2\" >38.7</td><td class=\"right \" data-stat=\"fg2a\" >79.0</td><td class=\"right \" data-stat=\"fg2_pct\" >.490</td><td class=\"right \" data-stat=\"ft\" >21.0</td><td class=\"right \" data-stat=\"fta\" >27.7</td><td class=\"right \" data-stat=\"ft_pct\" >.758</td><td class=\"right \" data-stat=\"orb\" >13.5</td><td class=\"right \" data-stat=\"drb\" >27.4</td><td class=\"right \" data-stat=\"trb\" >40.9</td><td class=\"right \" data-stat=\"ast\" >25.0</td><td class=\"right \" data-stat=\"stl\" >10.1</td><td class=\"right \" data-stat=\"blk\" >4.0</td><td class=\"right \" data-stat=\"tov\" >16.0</td><td class=\"right \" data-stat=\"pf\" >25.4</td><td class=\"right \" data-stat=\"pts\" >106.0</td></tr>\\n<tr ><th scope=\"row\" class=\"right \" data-stat=\"ranker\" csk=\"19\" >19</th><td class=\"left \" data-stat=\"team_name\" ><a href=\"/teams/DET/1990.html\">Detroit Pistons</a>*</td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >241.5</td><td class=\"right \" data-stat=\"fg\" >40.6</td><td class=\"right \" data-stat=\"fga\" >85.1</td><td class=\"right \" data-stat=\"fg_pct\" >.478</td><td class=\"right \" data-stat=\"fg3\" >2.2</td><td class=\"right \" data-stat=\"fg3a\" >6.6</td><td class=\"right \" data-stat=\"fg3_pct\" >.327</td><td class=\"right \" data-stat=\"fg2\" >38.5</td><td class=\"right \" data-stat=\"fg2a\" >78.5</td><td class=\"right \" data-stat=\"fg2_pct\" >.490</td><td class=\"right \" data-stat=\"ft\" >20.9</td><td class=\"right \" data-stat=\"fta\" >27.5</td><td class=\"right \" data-stat=\"ft_pct\" >.761</td><td class=\"right \" data-stat=\"orb\" >14.5</td><td class=\"right \" data-stat=\"drb\" >30.0</td><td class=\"right \" data-stat=\"trb\" >44.4</td><td class=\"right \" data-stat=\"ast\" >24.3</td><td class=\"right \" data-stat=\"stl\" >6.2</td><td class=\"right \" data-stat=\"blk\" >5.1</td><td class=\"right \" data-stat=\"tov\" >15.0</td><td class=\"right \" data-stat=\"pf\" >23.9</td><td class=\"right \" data-stat=\"pts\" >104.3</td></tr>\\n<tr ><th scope=\"row\" class=\"right \" data-stat=\"ranker\" csk=\"20\" >20</th><td class=\"left \" data-stat=\"team_name\" ><a href=\"/teams/LAC/1990.html\">Los Angeles Clippers</a></td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >241.5</td><td class=\"right \" data-stat=\"fg\" >40.5</td><td class=\"right \" data-stat=\"fga\" >83.6</td><td class=\"right \" data-stat=\"fg_pct\" >.484</td><td class=\"right \" data-stat=\"fg3\" >0.7</td><td class=\"right \" data-stat=\"fg3a\" >2.8</td><td class=\"right \" data-stat=\"fg3_pct\" >.243</td><td class=\"right \" data-stat=\"fg2\" >39.8</td><td class=\"right \" data-stat=\"fg2a\" >80.8</td><td class=\"right \" data-stat=\"fg2_pct\" >.493</td><td class=\"right \" data-stat=\"ft\" >22.1</td><td class=\"right \" data-stat=\"fta\" >30.0</td><td class=\"right \" data-stat=\"ft_pct\" >.738</td><td class=\"right \" data-stat=\"orb\" >12.9</td><td class=\"right \" data-stat=\"drb\" >28.8</td><td class=\"right \" data-stat=\"trb\" >41.7</td><td class=\"right \" data-stat=\"ast\" >24.1</td><td class=\"right \" data-stat=\"stl\" >9.5</td><td class=\"right \" data-stat=\"blk\" >6.2</td><td class=\"right \" data-stat=\"tov\" >18.9</td><td class=\"right \" data-stat=\"pf\" >22.7</td><td class=\"right \" data-stat=\"pts\" >103.8</td></tr>\\n<tr ><th scope=\"row\" class=\"right \" data-stat=\"ranker\" csk=\"21\" >21</th><td class=\"left \" data-stat=\"team_name\" ><a href=\"/teams/CLE/1990.html\">Cleveland Cavaliers</a>*</td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >242.4</td><td class=\"right \" data-stat=\"fg\" >39.2</td><td class=\"right \" data-stat=\"fga\" >85.1</td><td class=\"right \" data-stat=\"fg_pct\" >.461</td><td class=\"right \" data-stat=\"fg3\" >4.2</td><td class=\"right \" data-stat=\"fg3a\" >10.4</td><td class=\"right \" data-stat=\"fg3_pct\" >.407</td><td class=\"right \" data-stat=\"fg2\" >35.0</td><td class=\"right \" data-stat=\"fg2a\" >74.7</td><td class=\"right \" data-stat=\"fg2_pct\" >.468</td><td class=\"right \" data-stat=\"ft\" >20.0</td><td class=\"right \" data-stat=\"fta\" >26.8</td><td class=\"right \" data-stat=\"ft_pct\" >.744</td><td class=\"right \" data-stat=\"orb\" >13.8</td><td class=\"right \" data-stat=\"drb\" >29.0</td><td class=\"right \" data-stat=\"trb\" >42.8</td><td class=\"right \" data-stat=\"ast\" >25.7</td><td class=\"right \" data-stat=\"stl\" >7.9</td><td class=\"right \" data-stat=\"blk\" >6.2</td><td class=\"right \" data-stat=\"tov\" >15.2</td><td class=\"right \" data-stat=\"pf\" >20.3</td><td class=\"right \" data-stat=\"pts\" >102.6</td></tr>\\n<tr ><th scope=\"row\" class=\"right \" data-stat=\"ranker\" csk=\"22\" >22</th><td class=\"left \" data-stat=\"team_name\" ><a href=\"/teams/DAL/1990.html\">Dallas Mavericks</a>*</td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >242.1</td><td class=\"right \" data-stat=\"fg\" >39.6</td><td class=\"right \" data-stat=\"fga\" >83.3</td><td class=\"right \" data-stat=\"fg_pct\" >.475</td><td class=\"right \" data-stat=\"fg3\" >1.9</td><td class=\"right \" data-stat=\"fg3a\" >5.9</td><td class=\"right \" data-stat=\"fg3_pct\" >.323</td><td class=\"right \" data-stat=\"fg2\" >37.7</td><td class=\"right \" data-stat=\"fg2a\" >77.4</td><td class=\"right \" data-stat=\"fg2_pct\" >.487</td><td class=\"right \" data-stat=\"ft\" >21.2</td><td class=\"right \" data-stat=\"fta\" >27.6</td><td class=\"right \" data-stat=\"ft_pct\" >.767</td><td class=\"right \" data-stat=\"orb\" >12.7</td><td class=\"right \" data-stat=\"drb\" >29.5</td><td class=\"right \" data-stat=\"trb\" >42.2</td><td class=\"right \" data-stat=\"ast\" >21.7</td><td class=\"right \" data-stat=\"stl\" >8.1</td><td class=\"right \" data-stat=\"blk\" >4.9</td><td class=\"right \" data-stat=\"tov\" >15.0</td><td class=\"right \" data-stat=\"pf\" >21.1</td><td class=\"right \" data-stat=\"pts\" >102.2</td></tr>\\n<tr ><th scope=\"row\" class=\"right \" data-stat=\"ranker\" csk=\"23\" >23</th><td class=\"left \" data-stat=\"team_name\" ><a href=\"/teams/SAC/1990.html\">Sacramento Kings</a></td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >240.9</td><td class=\"right \" data-stat=\"fg\" >40.3</td><td class=\"right \" data-stat=\"fga\" >86.0</td><td class=\"right \" data-stat=\"fg_pct\" >.468</td><td class=\"right \" data-stat=\"fg3\" >2.6</td><td class=\"right \" data-stat=\"fg3a\" >7.9</td><td class=\"right \" data-stat=\"fg3_pct\" >.333</td><td class=\"right \" data-stat=\"fg2\" >37.7</td><td class=\"right \" data-stat=\"fg2a\" >78.1</td><td class=\"right \" data-stat=\"fg2_pct\" >.482</td><td class=\"right \" data-stat=\"ft\" >18.5</td><td class=\"right \" data-stat=\"fta\" >24.0</td><td class=\"right \" data-stat=\"ft_pct\" >.771</td><td class=\"right \" data-stat=\"orb\" >11.6</td><td class=\"right \" data-stat=\"drb\" >28.8</td><td class=\"right \" data-stat=\"trb\" >40.4</td><td class=\"right \" data-stat=\"ast\" >25.0</td><td class=\"right \" data-stat=\"stl\" >6.7</td><td class=\"right \" data-stat=\"blk\" >4.8</td><td class=\"right \" data-stat=\"tov\" >15.1</td><td class=\"right \" data-stat=\"pf\" >22.7</td><td class=\"right \" data-stat=\"pts\" >101.7</td></tr>\\n<tr ><th scope=\"row\" class=\"right \" data-stat=\"ranker\" csk=\"24\" >24</th><td class=\"left \" data-stat=\"team_name\" ><a href=\"/teams/MIA/1990.html\">Miami Heat</a></td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >240.6</td><td class=\"right \" data-stat=\"fg\" >41.3</td><td class=\"right \" data-stat=\"fga\" >89.6</td><td class=\"right \" data-stat=\"fg_pct\" >.461</td><td class=\"right \" data-stat=\"fg3\" >1.1</td><td class=\"right \" data-stat=\"fg3a\" >3.7</td><td class=\"right \" data-stat=\"fg3_pct\" >.293</td><td class=\"right \" data-stat=\"fg2\" >40.2</td><td class=\"right \" data-stat=\"fg2a\" >85.9</td><td class=\"right \" data-stat=\"fg2_pct\" >.468</td><td class=\"right \" data-stat=\"ft\" >17.0</td><td class=\"right \" data-stat=\"fta\" >24.7</td><td class=\"right \" data-stat=\"ft_pct\" >.687</td><td class=\"right \" data-stat=\"orb\" >15.1</td><td class=\"right \" data-stat=\"drb\" >28.2</td><td class=\"right \" data-stat=\"trb\" >43.4</td><td class=\"right \" data-stat=\"ast\" >23.9</td><td class=\"right \" data-stat=\"stl\" >9.0</td><td class=\"right \" data-stat=\"blk\" >4.7</td><td class=\"right \" data-stat=\"tov\" >19.0</td><td class=\"right \" data-stat=\"pf\" >25.9</td><td class=\"right \" data-stat=\"pts\" >100.6</td></tr>\\n<tr ><th scope=\"row\" class=\"right \" data-stat=\"ranker\" csk=\"25\" >25</th><td class=\"left \" data-stat=\"team_name\" ><a href=\"/teams/CHH/1990.html\">Charlotte Hornets</a></td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >240.9</td><td class=\"right \" data-stat=\"fg\" >39.9</td><td class=\"right \" data-stat=\"fga\" >87.6</td><td class=\"right \" data-stat=\"fg_pct\" >.455</td><td class=\"right \" data-stat=\"fg3\" >2.5</td><td class=\"right \" data-stat=\"fg3a\" >7.5</td><td class=\"right \" data-stat=\"fg3_pct\" >.336</td><td class=\"right \" data-stat=\"fg2\" >37.4</td><td class=\"right \" data-stat=\"fg2a\" >80.1</td><td class=\"right \" data-stat=\"fg2_pct\" >.466</td><td class=\"right \" data-stat=\"ft\" >18.1</td><td class=\"right \" data-stat=\"fta\" >24.0</td><td class=\"right \" data-stat=\"ft_pct\" >.756</td><td class=\"right \" data-stat=\"orb\" >11.7</td><td class=\"right \" data-stat=\"drb\" >27.0</td><td class=\"right \" data-stat=\"trb\" >38.7</td><td class=\"right \" data-stat=\"ast\" >25.4</td><td class=\"right \" data-stat=\"stl\" >9.5</td><td class=\"right \" data-stat=\"blk\" >3.2</td><td class=\"right \" data-stat=\"tov\" >15.0</td><td class=\"right \" data-stat=\"pf\" >23.0</td><td class=\"right \" data-stat=\"pts\" >100.4</td></tr>\\n<tr ><th scope=\"row\" class=\"right \" data-stat=\"ranker\" csk=\"26\" >26</th><td class=\"left \" data-stat=\"team_name\" ><a href=\"/teams/NJN/1990.html\">New Jersey Nets</a></td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >240.3</td><td class=\"right \" data-stat=\"fg\" >38.5</td><td class=\"right \" data-stat=\"fga\" >90.4</td><td class=\"right \" data-stat=\"fg_pct\" >.426</td><td class=\"right \" data-stat=\"fg3\" >1.7</td><td class=\"right \" data-stat=\"fg3a\" >6.2</td><td class=\"right \" data-stat=\"fg3_pct\" >.277</td><td class=\"right \" data-stat=\"fg2\" >36.8</td><td class=\"right \" data-stat=\"fg2a\" >84.3</td><td class=\"right \" data-stat=\"fg2_pct\" >.437</td><td class=\"right \" data-stat=\"ft\" >21.4</td><td class=\"right \" data-stat=\"fta\" >28.7</td><td class=\"right \" data-stat=\"ft_pct\" >.746</td><td class=\"right \" data-stat=\"orb\" >16.6</td><td class=\"right \" data-stat=\"drb\" >28.3</td><td class=\"right \" data-stat=\"trb\" >45.0</td><td class=\"right \" data-stat=\"ast\" >18.0</td><td class=\"right \" data-stat=\"stl\" >9.4</td><td class=\"right \" data-stat=\"blk\" >5.9</td><td class=\"right \" data-stat=\"tov\" >16.6</td><td class=\"right \" data-stat=\"pf\" >23.8</td><td class=\"right \" data-stat=\"pts\" >100.1</td></tr>\\n<tr ><th scope=\"row\" class=\"right \" data-stat=\"ranker\" csk=\"27\" >27</th><td class=\"left \" data-stat=\"team_name\" ><a href=\"/teams/MIN/1990.html\">Minnesota Timberwolves</a></td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >242.1</td><td class=\"right \" data-stat=\"fg\" >37.4</td><td class=\"right \" data-stat=\"fga\" >83.9</td><td class=\"right \" data-stat=\"fg_pct\" >.446</td><td class=\"right \" data-stat=\"fg3\" >0.9</td><td class=\"right \" data-stat=\"fg3a\" >3.6</td><td class=\"right \" data-stat=\"fg3_pct\" >.248</td><td class=\"right \" data-stat=\"fg2\" >36.5</td><td class=\"right \" data-stat=\"fg2a\" >80.3</td><td class=\"right \" data-stat=\"fg2_pct\" >.455</td><td class=\"right \" data-stat=\"ft\" >19.5</td><td class=\"right \" data-stat=\"fta\" >26.1</td><td class=\"right \" data-stat=\"ft_pct\" >.747</td><td class=\"right \" data-stat=\"orb\" >14.6</td><td class=\"right \" data-stat=\"drb\" >25.0</td><td class=\"right \" data-stat=\"trb\" >39.6</td><td class=\"right \" data-stat=\"ast\" >22.5</td><td class=\"right \" data-stat=\"stl\" >9.6</td><td class=\"right \" data-stat=\"blk\" >4.2</td><td class=\"right \" data-stat=\"tov\" >14.6</td><td class=\"right \" data-stat=\"pf\" >23.2</td><td class=\"right \" data-stat=\"pts\" >95.2</td></tr>\\n\\n   </tbody>\\n   <tfoot><tr class=\"average_table no_ranker\" ><th scope=\"row\" class=\"right iz\" data-stat=\"ranker\" ></th><td class=\"left \" data-stat=\"team_name\" csk=\"Zzz\" >League Average</td><td class=\"right \" data-stat=\"g\" >82</td><td class=\"right \" data-stat=\"mp\" >241.5</td><td class=\"right \" data-stat=\"fg\" >41.5</td><td class=\"right \" data-stat=\"fga\" >87.2</td><td class=\"right \" data-stat=\"fg_pct\" >.476</td><td class=\"right \" data-stat=\"fg3\" >2.2</td><td class=\"right \" data-stat=\"fg3a\" >6.6</td><td class=\"right \" data-stat=\"fg3_pct\" >.331</td><td class=\"right \" data-stat=\"fg2\" >39.3</td><td class=\"right \" data-stat=\"fg2a\" >80.6</td><td class=\"right \" data-stat=\"fg2_pct\" >.488</td><td class=\"right \" data-stat=\"ft\" >21.8</td><td class=\"right \" data-stat=\"fta\" >28.5</td><td class=\"right \" data-stat=\"ft_pct\" >.764</td><td class=\"right \" data-stat=\"orb\" >13.8</td><td class=\"right \" data-stat=\"drb\" >29.3</td><td class=\"right \" data-stat=\"trb\" >43.1</td><td class=\"right \" data-stat=\"ast\" >24.9</td><td class=\"right \" data-stat=\"stl\" >8.5</td><td class=\"right \" data-stat=\"blk\" >5.1</td><td class=\"right \" data-stat=\"tov\" >16.1</td><td class=\"right \" data-stat=\"pf\" >23.3</td><td class=\"right \" data-stat=\"pts\" >107.0</td></tr>\\n\\n   </tfoot>\\n\\n</table>\\n\\n      </div>\\n   </div>\\n-->\\n</div>\\n\\n<div id=\"all_opponent-stats-per_game\" class=\"table_wrapper setup_commented commented\">\\n\\n<div class=\"section_heading\">\\n  <span class=\"section_anchor\" id=\"opponent-stats-per_game_link\" data-label=\"Opponent Per Game Stats\"></span><h2>Opponent Per Game Stats</h2>    <div class=\"section_heading_text\">\\n      <ul>\\n      </ul>\\n    </div>\\n    \\t\\t\\n</div>\\n<div class=\"placeholder\"></div>\\n<!--\\n   '"
      ]
     },
     "execution_count": 120,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "text.split('<div class=\"table_outer_container\">')[4]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "seasons = list(range(1951, 2021))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "target_fields = ['pts', 'fg', 'fga', 'fta', 'orb', 'trb', 'ast', 'tov']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 111,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Current Season: 1951\n",
      "Current Season: 1952\n",
      "Current Season: 1953\n",
      "Current Season: 1954\n",
      "Current Season: 1955\n",
      "Current Season: 1956\n",
      "Current Season: 1957\n",
      "Current Season: 1958\n",
      "Current Season: 1959\n",
      "Current Season: 1960\n",
      "Current Season: 1961\n",
      "Current Season: 1962\n",
      "Current Season: 1963\n",
      "Current Season: 1964\n",
      "Current Season: 1965\n",
      "Current Season: 1966\n",
      "Current Season: 1967\n",
      "Current Season: 1968\n",
      "Current Season: 1969\n",
      "Current Season: 1970\n",
      "Current Season: 1971\n",
      "Current Season: 1972\n",
      "Current Season: 1973\n",
      "Current Season: 1974\n",
      "Current Season: 1975\n",
      "Current Season: 1976\n",
      "Current Season: 1977\n",
      "Current Season: 1978\n",
      "Current Season: 1979\n",
      "Current Season: 1980\n",
      "Current Season: 1981\n",
      "Current Season: 1982\n",
      "Current Season: 1983\n",
      "Current Season: 1984\n",
      "Current Season: 1985\n",
      "Current Season: 1986\n",
      "Current Season: 1987\n",
      "Current Season: 1988\n",
      "Current Season: 1989\n",
      "Current Season: 1990\n",
      "Current Season: 1991\n",
      "Current Season: 1992\n",
      "Current Season: 1993\n",
      "Current Season: 1994\n",
      "Current Season: 1995\n",
      "Current Season: 1996\n",
      "Current Season: 1997\n",
      "Current Season: 1998\n",
      "Current Season: 1999\n",
      "Current Season: 2000\n",
      "Current Season: 2001\n",
      "Current Season: 2002\n",
      "Current Season: 2003\n",
      "Current Season: 2004\n",
      "Current Season: 2005\n",
      "Current Season: 2006\n",
      "Current Season: 2007\n",
      "Current Season: 2008\n",
      "Current Season: 2009\n",
      "Current Season: 2010\n",
      "Current Season: 2011\n",
      "Current Season: 2012\n",
      "Current Season: 2013\n",
      "Current Season: 2014\n",
      "Current Season: 2015\n",
      "Current Season: 2016\n",
      "Current Season: 2017\n",
      "Current Season: 2018\n",
      "Current Season: 2019\n",
      "Current Season: 2020\n"
     ]
    }
   ],
   "source": [
    "all_data = []\n",
    "for season in seasons:\n",
    "    print(f\"Current Season: {season}\")\n",
    "    url = f\"https://www.basketball-reference.com/leagues/NBA_{season}.html\"\n",
    "    res = requests.get(url)\n",
    "    text = res.text\n",
    "    text = text.replace('<!--', '')\n",
    "    text = text.replace('--!>', '')\n",
    "    soup = BeautifulSoup(text)\n",
    "    item = soup.find_all(attrs={'class': 'table_container'})\n",
    "    if season > 2015:\n",
    "        #result = text.split('<div class=\"table_container\">')[6]\n",
    "        soup = item[5]\n",
    "    elif season > 1970:\n",
    "        #result = text.split('<div class=\"table_container\">')[4]\n",
    "        soup = item[3]\n",
    "    else:\n",
    "        #result = text.split('<div class=\"table_container\">')[3]\n",
    "        soup = item[2]\n",
    "    #soup = BeautifulSoup(result)\n",
    "    columns = list(soup.find(attrs={'class': 'stats_table'}).children)[5]\n",
    "    data = list(soup.find(attrs={'class': 'stats_table'}).children)[7]\n",
    "    \n",
    "    season_data = []\n",
    "    for item in data.findAll(\"tr\"):\n",
    "        cur_dict = {}\n",
    "        for it in item.findAll(\"td\"):\n",
    "            if it.attrs['data-stat'].strip() in target_fields:\n",
    "                value = 0.0\n",
    "                if it.text.strip() != '':\n",
    "                    value = float(it.text)\n",
    "                cur_dict[it.attrs['data-stat'].strip()] = value\n",
    "        cur_dict['season'] = season\n",
    "        season_data.append(cur_dict)\n",
    "    all_data.append(pd.DataFrame(season_data))\n",
    "    time.sleep(0.2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "\n",
    "\"\"\"all_data = []\n",
    "for season in seasons:\n",
    "    print(f\"Current Season: {season}\")\n",
    "    url = f\"https://www.basketball-reference.com/leagues/NBA_{season}.html\"\n",
    "    res = requests.get(url)\n",
    "    text = res.text\n",
    "    text = text.replace('<!--', '')\n",
    "    text = text.replace('--!>', '')\n",
    "    soup = BeautifulSoup(text)\n",
    "    item = soup.find_all(attrs={'class': 'table_container'})\n",
    "    if season > 2015:\n",
    "        result = text.split('<div class=\"table_container\">')[6]\n",
    "    elif season > 1970:\n",
    "        result = text.split('<div class=\"table_container\">')[4]\n",
    "    else:\n",
    "        #result = text.split('<div class=\"table_container\">')[3]\n",
    "        result = items[4]\n",
    "    columns = list(soup.find(attrs={'class': 'stats_table'}).children)[4]\n",
    "    data = list(soup.find(attrs={'class': 'stats_table'}).children)[6]\n",
    "    \n",
    "    season_data = []\n",
    "    for item in data.findAll(\"tr\"):\n",
    "        cur_dict = {}\n",
    "        for it in item.findAll(\"td\"):\n",
    "            if it.attrs['data-stat'].strip() in target_fields:\n",
    "                value = 0.0\n",
    "                if it.text.strip() != '':\n",
    "                    value = float(it.text)\n",
    "                cur_dict[it.attrs['data-stat'].strip()] = value\n",
    "        cur_dict['season'] = season\n",
    "        season_data.append(cur_dict)\n",
    "    all_data.append(pd.DataFrame(season_data))\n",
    "    time.sleep(0.2)\n",
    "\"\"\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 112,
   "metadata": {},
   "outputs": [],
   "source": [
    "copy_all = all_data.copy()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 113,
   "metadata": {},
   "outputs": [],
   "source": [
    "full_df = pd.concat(copy_all)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 114,
   "metadata": {},
   "outputs": [],
   "source": [
    "per_g_values = full_df.groupby('season').mean().reset_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 115,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>fg</th>\n",
       "      <th>fga</th>\n",
       "      <th>fta</th>\n",
       "      <th>orb</th>\n",
       "      <th>trb</th>\n",
       "      <th>ast</th>\n",
       "      <th>tov</th>\n",
       "      <th>pts</th>\n",
       "      <th>season</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>29.9</td>\n",
       "      <td>81.3</td>\n",
       "      <td>35.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>50.7</td>\n",
       "      <td>22.9</td>\n",
       "      <td>0.0</td>\n",
       "      <td>85.2</td>\n",
       "      <td>1951</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>29.9</td>\n",
       "      <td>79.1</td>\n",
       "      <td>33.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>44.3</td>\n",
       "      <td>20.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>84.6</td>\n",
       "      <td>1951</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>29.2</td>\n",
       "      <td>88.8</td>\n",
       "      <td>35.7</td>\n",
       "      <td>0.0</td>\n",
       "      <td>54.6</td>\n",
       "      <td>21.7</td>\n",
       "      <td>0.0</td>\n",
       "      <td>84.3</td>\n",
       "      <td>1951</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>29.4</td>\n",
       "      <td>87.2</td>\n",
       "      <td>35.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>54.8</td>\n",
       "      <td>16.8</td>\n",
       "      <td>0.0</td>\n",
       "      <td>84.1</td>\n",
       "      <td>1951</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>28.5</td>\n",
       "      <td>81.3</td>\n",
       "      <td>39.9</td>\n",
       "      <td>0.0</td>\n",
       "      <td>49.4</td>\n",
       "      <td>22.6</td>\n",
       "      <td>0.0</td>\n",
       "      <td>86.1</td>\n",
       "      <td>1951</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>30.9</td>\n",
       "      <td>81.5</td>\n",
       "      <td>33.8</td>\n",
       "      <td>0.0</td>\n",
       "      <td>51.8</td>\n",
       "      <td>23.5</td>\n",
       "      <td>0.0</td>\n",
       "      <td>85.8</td>\n",
       "      <td>1951</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>30.1</td>\n",
       "      <td>85.8</td>\n",
       "      <td>33.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>54.3</td>\n",
       "      <td>21.7</td>\n",
       "      <td>0.0</td>\n",
       "      <td>85.4</td>\n",
       "      <td>1951</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>30.6</td>\n",
       "      <td>82.2</td>\n",
       "      <td>29.3</td>\n",
       "      <td>0.0</td>\n",
       "      <td>50.1</td>\n",
       "      <td>20.7</td>\n",
       "      <td>0.0</td>\n",
       "      <td>82.8</td>\n",
       "      <td>1951</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>30.8</td>\n",
       "      <td>85.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>40.9</td>\n",
       "      <td>21.4</td>\n",
       "      <td>0.0</td>\n",
       "      <td>81.7</td>\n",
       "      <td>1951</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>29.6</td>\n",
       "      <td>84.0</td>\n",
       "      <td>30.6</td>\n",
       "      <td>0.0</td>\n",
       "      <td>46.1</td>\n",
       "      <td>20.4</td>\n",
       "      <td>0.0</td>\n",
       "      <td>82.0</td>\n",
       "      <td>1951</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>27.6</td>\n",
       "      <td>82.7</td>\n",
       "      <td>34.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>44.8</td>\n",
       "      <td>16.7</td>\n",
       "      <td>0.0</td>\n",
       "      <td>81.3</td>\n",
       "      <td>1951</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>32.3</td>\n",
       "      <td>83.5</td>\n",
       "      <td>36.5</td>\n",
       "      <td>0.0</td>\n",
       "      <td>56.8</td>\n",
       "      <td>24.3</td>\n",
       "      <td>0.0</td>\n",
       "      <td>91.3</td>\n",
       "      <td>1952</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>28.7</td>\n",
       "      <td>78.9</td>\n",
       "      <td>39.2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>54.6</td>\n",
       "      <td>20.8</td>\n",
       "      <td>0.0</td>\n",
       "      <td>86.7</td>\n",
       "      <td>1952</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>30.9</td>\n",
       "      <td>81.3</td>\n",
       "      <td>32.5</td>\n",
       "      <td>0.0</td>\n",
       "      <td>55.3</td>\n",
       "      <td>24.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>86.5</td>\n",
       "      <td>1952</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>30.5</td>\n",
       "      <td>78.4</td>\n",
       "      <td>32.6</td>\n",
       "      <td>0.0</td>\n",
       "      <td>51.1</td>\n",
       "      <td>24.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>86.2</td>\n",
       "      <td>1952</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>31.9</td>\n",
       "      <td>86.9</td>\n",
       "      <td>29.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53.7</td>\n",
       "      <td>21.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>85.6</td>\n",
       "      <td>1952</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>30.6</td>\n",
       "      <td>80.0</td>\n",
       "      <td>33.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.1</td>\n",
       "      <td>23.7</td>\n",
       "      <td>0.0</td>\n",
       "      <td>85.0</td>\n",
       "      <td>1952</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>30.7</td>\n",
       "      <td>83.5</td>\n",
       "      <td>29.8</td>\n",
       "      <td>0.0</td>\n",
       "      <td>49.8</td>\n",
       "      <td>19.5</td>\n",
       "      <td>0.0</td>\n",
       "      <td>82.9</td>\n",
       "      <td>1952</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>28.5</td>\n",
       "      <td>83.3</td>\n",
       "      <td>33.5</td>\n",
       "      <td>0.0</td>\n",
       "      <td>57.3</td>\n",
       "      <td>21.5</td>\n",
       "      <td>0.0</td>\n",
       "      <td>81.5</td>\n",
       "      <td>1952</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>26.8</td>\n",
       "      <td>76.0</td>\n",
       "      <td>33.2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>54.8</td>\n",
       "      <td>21.3</td>\n",
       "      <td>0.0</td>\n",
       "      <td>78.0</td>\n",
       "      <td>1952</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>25.4</td>\n",
       "      <td>76.6</td>\n",
       "      <td>33.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53.6</td>\n",
       "      <td>18.6</td>\n",
       "      <td>0.0</td>\n",
       "      <td>73.2</td>\n",
       "      <td>1952</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>30.7</td>\n",
       "      <td>78.2</td>\n",
       "      <td>36.9</td>\n",
       "      <td>0.0</td>\n",
       "      <td>54.4</td>\n",
       "      <td>23.5</td>\n",
       "      <td>0.0</td>\n",
       "      <td>88.1</td>\n",
       "      <td>1953</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>27.4</td>\n",
       "      <td>75.1</td>\n",
       "      <td>41.5</td>\n",
       "      <td>0.0</td>\n",
       "      <td>48.9</td>\n",
       "      <td>20.5</td>\n",
       "      <td>0.0</td>\n",
       "      <td>85.6</td>\n",
       "      <td>1953</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>28.8</td>\n",
       "      <td>77.6</td>\n",
       "      <td>39.2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>51.8</td>\n",
       "      <td>21.7</td>\n",
       "      <td>0.0</td>\n",
       "      <td>86.3</td>\n",
       "      <td>1953</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>29.4</td>\n",
       "      <td>76.3</td>\n",
       "      <td>37.9</td>\n",
       "      <td>0.0</td>\n",
       "      <td>57.2</td>\n",
       "      <td>22.5</td>\n",
       "      <td>0.0</td>\n",
       "      <td>85.5</td>\n",
       "      <td>1953</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>30.9</td>\n",
       "      <td>79.4</td>\n",
       "      <td>31.7</td>\n",
       "      <td>0.0</td>\n",
       "      <td>48.7</td>\n",
       "      <td>19.3</td>\n",
       "      <td>0.0</td>\n",
       "      <td>85.3</td>\n",
       "      <td>1953</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>29.8</td>\n",
       "      <td>80.2</td>\n",
       "      <td>36.3</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53.2</td>\n",
       "      <td>21.6</td>\n",
       "      <td>0.0</td>\n",
       "      <td>84.4</td>\n",
       "      <td>1953</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>27.2</td>\n",
       "      <td>75.8</td>\n",
       "      <td>36.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>51.4</td>\n",
       "      <td>20.8</td>\n",
       "      <td>0.0</td>\n",
       "      <td>81.0</td>\n",
       "      <td>1953</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>28.8</td>\n",
       "      <td>80.4</td>\n",
       "      <td>33.3</td>\n",
       "      <td>0.0</td>\n",
       "      <td>54.5</td>\n",
       "      <td>21.9</td>\n",
       "      <td>0.0</td>\n",
       "      <td>80.2</td>\n",
       "      <td>1953</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>26.4</td>\n",
       "      <td>74.9</td>\n",
       "      <td>33.8</td>\n",
       "      <td>0.0</td>\n",
       "      <td>48.3</td>\n",
       "      <td>20.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>75.9</td>\n",
       "      <td>1953</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>41.7</td>\n",
       "      <td>90.3</td>\n",
       "      <td>23.8</td>\n",
       "      <td>10.5</td>\n",
       "      <td>46.9</td>\n",
       "      <td>24.7</td>\n",
       "      <td>12.7</td>\n",
       "      <td>117.0</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>43.3</td>\n",
       "      <td>90.9</td>\n",
       "      <td>24.7</td>\n",
       "      <td>9.5</td>\n",
       "      <td>51.7</td>\n",
       "      <td>25.9</td>\n",
       "      <td>15.1</td>\n",
       "      <td>118.7</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>42.2</td>\n",
       "      <td>91.2</td>\n",
       "      <td>22.1</td>\n",
       "      <td>10.2</td>\n",
       "      <td>45.3</td>\n",
       "      <td>20.6</td>\n",
       "      <td>12.8</td>\n",
       "      <td>115.0</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>40.8</td>\n",
       "      <td>90.4</td>\n",
       "      <td>26.1</td>\n",
       "      <td>9.8</td>\n",
       "      <td>44.3</td>\n",
       "      <td>21.6</td>\n",
       "      <td>14.7</td>\n",
       "      <td>117.8</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>41.6</td>\n",
       "      <td>89.2</td>\n",
       "      <td>26.3</td>\n",
       "      <td>10.7</td>\n",
       "      <td>47.7</td>\n",
       "      <td>23.7</td>\n",
       "      <td>14.6</td>\n",
       "      <td>116.3</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>42.6</td>\n",
       "      <td>91.6</td>\n",
       "      <td>23.4</td>\n",
       "      <td>11.1</td>\n",
       "      <td>46.5</td>\n",
       "      <td>26.8</td>\n",
       "      <td>16.4</td>\n",
       "      <td>115.8</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>41.2</td>\n",
       "      <td>88.1</td>\n",
       "      <td>23.8</td>\n",
       "      <td>9.8</td>\n",
       "      <td>43.5</td>\n",
       "      <td>27.2</td>\n",
       "      <td>14.8</td>\n",
       "      <td>113.6</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>41.5</td>\n",
       "      <td>90.9</td>\n",
       "      <td>24.6</td>\n",
       "      <td>10.2</td>\n",
       "      <td>42.0</td>\n",
       "      <td>25.0</td>\n",
       "      <td>14.2</td>\n",
       "      <td>114.4</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>42.5</td>\n",
       "      <td>90.9</td>\n",
       "      <td>21.8</td>\n",
       "      <td>10.3</td>\n",
       "      <td>46.5</td>\n",
       "      <td>26.9</td>\n",
       "      <td>15.2</td>\n",
       "      <td>112.6</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>41.3</td>\n",
       "      <td>89.6</td>\n",
       "      <td>23.2</td>\n",
       "      <td>10.7</td>\n",
       "      <td>46.1</td>\n",
       "      <td>23.0</td>\n",
       "      <td>13.8</td>\n",
       "      <td>113.7</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>39.5</td>\n",
       "      <td>84.4</td>\n",
       "      <td>25.2</td>\n",
       "      <td>8.5</td>\n",
       "      <td>44.4</td>\n",
       "      <td>25.9</td>\n",
       "      <td>14.9</td>\n",
       "      <td>112.0</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>42.0</td>\n",
       "      <td>88.9</td>\n",
       "      <td>20.9</td>\n",
       "      <td>10.8</td>\n",
       "      <td>44.1</td>\n",
       "      <td>26.7</td>\n",
       "      <td>13.8</td>\n",
       "      <td>111.3</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>40.2</td>\n",
       "      <td>87.9</td>\n",
       "      <td>23.2</td>\n",
       "      <td>9.5</td>\n",
       "      <td>45.4</td>\n",
       "      <td>25.2</td>\n",
       "      <td>14.8</td>\n",
       "      <td>112.8</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>42.2</td>\n",
       "      <td>89.4</td>\n",
       "      <td>23.4</td>\n",
       "      <td>9.0</td>\n",
       "      <td>44.6</td>\n",
       "      <td>24.7</td>\n",
       "      <td>12.6</td>\n",
       "      <td>114.1</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>41.1</td>\n",
       "      <td>87.9</td>\n",
       "      <td>22.4</td>\n",
       "      <td>10.5</td>\n",
       "      <td>45.4</td>\n",
       "      <td>25.8</td>\n",
       "      <td>14.2</td>\n",
       "      <td>110.7</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>42.3</td>\n",
       "      <td>88.3</td>\n",
       "      <td>24.3</td>\n",
       "      <td>10.7</td>\n",
       "      <td>45.7</td>\n",
       "      <td>25.4</td>\n",
       "      <td>15.2</td>\n",
       "      <td>113.4</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>40.4</td>\n",
       "      <td>90.3</td>\n",
       "      <td>24.1</td>\n",
       "      <td>10.6</td>\n",
       "      <td>47.9</td>\n",
       "      <td>24.5</td>\n",
       "      <td>15.3</td>\n",
       "      <td>111.8</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>40.1</td>\n",
       "      <td>85.1</td>\n",
       "      <td>22.8</td>\n",
       "      <td>9.1</td>\n",
       "      <td>44.9</td>\n",
       "      <td>22.4</td>\n",
       "      <td>15.1</td>\n",
       "      <td>111.3</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>42.1</td>\n",
       "      <td>88.5</td>\n",
       "      <td>19.1</td>\n",
       "      <td>8.7</td>\n",
       "      <td>42.8</td>\n",
       "      <td>25.9</td>\n",
       "      <td>13.2</td>\n",
       "      <td>109.4</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>40.0</td>\n",
       "      <td>85.5</td>\n",
       "      <td>24.8</td>\n",
       "      <td>8.2</td>\n",
       "      <td>42.9</td>\n",
       "      <td>21.7</td>\n",
       "      <td>13.7</td>\n",
       "      <td>110.4</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>40.9</td>\n",
       "      <td>88.4</td>\n",
       "      <td>20.3</td>\n",
       "      <td>9.7</td>\n",
       "      <td>42.6</td>\n",
       "      <td>23.8</td>\n",
       "      <td>14.5</td>\n",
       "      <td>110.1</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>39.3</td>\n",
       "      <td>88.6</td>\n",
       "      <td>22.7</td>\n",
       "      <td>10.3</td>\n",
       "      <td>44.5</td>\n",
       "      <td>23.9</td>\n",
       "      <td>12.8</td>\n",
       "      <td>107.3</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>40.6</td>\n",
       "      <td>90.6</td>\n",
       "      <td>23.4</td>\n",
       "      <td>9.9</td>\n",
       "      <td>43.3</td>\n",
       "      <td>24.0</td>\n",
       "      <td>16.2</td>\n",
       "      <td>111.8</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>40.4</td>\n",
       "      <td>91.6</td>\n",
       "      <td>25.4</td>\n",
       "      <td>10.5</td>\n",
       "      <td>44.8</td>\n",
       "      <td>23.8</td>\n",
       "      <td>15.3</td>\n",
       "      <td>113.3</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>39.3</td>\n",
       "      <td>85.7</td>\n",
       "      <td>22.4</td>\n",
       "      <td>9.8</td>\n",
       "      <td>41.7</td>\n",
       "      <td>24.1</td>\n",
       "      <td>15.3</td>\n",
       "      <td>107.2</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>40.0</td>\n",
       "      <td>89.3</td>\n",
       "      <td>23.5</td>\n",
       "      <td>12.0</td>\n",
       "      <td>46.5</td>\n",
       "      <td>22.1</td>\n",
       "      <td>14.3</td>\n",
       "      <td>105.8</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>40.3</td>\n",
       "      <td>87.9</td>\n",
       "      <td>19.9</td>\n",
       "      <td>10.8</td>\n",
       "      <td>44.2</td>\n",
       "      <td>23.1</td>\n",
       "      <td>16.5</td>\n",
       "      <td>106.9</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>39.6</td>\n",
       "      <td>88.6</td>\n",
       "      <td>20.5</td>\n",
       "      <td>10.5</td>\n",
       "      <td>41.9</td>\n",
       "      <td>23.2</td>\n",
       "      <td>15.5</td>\n",
       "      <td>106.8</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>38.6</td>\n",
       "      <td>88.2</td>\n",
       "      <td>23.2</td>\n",
       "      <td>10.0</td>\n",
       "      <td>42.8</td>\n",
       "      <td>25.6</td>\n",
       "      <td>14.9</td>\n",
       "      <td>106.3</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>37.3</td>\n",
       "      <td>85.9</td>\n",
       "      <td>21.6</td>\n",
       "      <td>11.0</td>\n",
       "      <td>42.8</td>\n",
       "      <td>23.8</td>\n",
       "      <td>14.6</td>\n",
       "      <td>102.9</td>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1496 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      fg   fga   fta   orb   trb   ast   tov    pts  season\n",
       "0   29.9  81.3  35.0   0.0  50.7  22.9   0.0   85.2    1951\n",
       "1   29.9  79.1  33.1   0.0  44.3  20.1   0.0   84.6    1951\n",
       "2   29.2  88.8  35.7   0.0  54.6  21.7   0.0   84.3    1951\n",
       "3   29.4  87.2  35.1   0.0  54.8  16.8   0.0   84.1    1951\n",
       "4   28.5  81.3  39.9   0.0  49.4  22.6   0.0   86.1    1951\n",
       "..   ...   ...   ...   ...   ...   ...   ...    ...     ...\n",
       "25  40.0  89.3  23.5  12.0  46.5  22.1  14.3  105.8    2020\n",
       "26  40.3  87.9  19.9  10.8  44.2  23.1  16.5  106.9    2020\n",
       "27  39.6  88.6  20.5  10.5  41.9  23.2  15.5  106.8    2020\n",
       "28  38.6  88.2  23.2  10.0  42.8  25.6  14.9  106.3    2020\n",
       "29  37.3  85.9  21.6  11.0  42.8  23.8  14.6  102.9    2020\n",
       "\n",
       "[1496 rows x 9 columns]"
      ]
     },
     "execution_count": 115,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "full_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 116,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
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       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>season</th>\n",
       "      <th>fg</th>\n",
       "      <th>fga</th>\n",
       "      <th>fta</th>\n",
       "      <th>orb</th>\n",
       "      <th>trb</th>\n",
       "      <th>ast</th>\n",
       "      <th>tov</th>\n",
       "      <th>pts</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1951</td>\n",
       "      <td>29.681818</td>\n",
       "      <td>83.536364</td>\n",
       "      <td>33.418182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>49.254545</td>\n",
       "      <td>20.772727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>83.936364</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1952</td>\n",
       "      <td>29.630000</td>\n",
       "      <td>80.840000</td>\n",
       "      <td>33.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>54.510000</td>\n",
       "      <td>21.890000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>83.690000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1953</td>\n",
       "      <td>28.520000</td>\n",
       "      <td>77.120000</td>\n",
       "      <td>35.880000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.520000</td>\n",
       "      <td>20.990000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>82.690000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1954</td>\n",
       "      <td>28.055556</td>\n",
       "      <td>75.355556</td>\n",
       "      <td>33.055556</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>50.900000</td>\n",
       "      <td>20.344444</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>79.544444</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1955</td>\n",
       "      <td>29.588889</td>\n",
       "      <td>76.800000</td>\n",
       "      <td>31.933333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>49.822222</td>\n",
       "      <td>21.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>82.744444</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1956</td>\n",
       "      <td>35.337500</td>\n",
       "      <td>91.400000</td>\n",
       "      <td>38.050000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>60.112500</td>\n",
       "      <td>24.287500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>99.037500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1957</td>\n",
       "      <td>35.937500</td>\n",
       "      <td>94.550000</td>\n",
       "      <td>36.950000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>62.400000</td>\n",
       "      <td>18.862500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>99.625000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1958</td>\n",
       "      <td>39.025000</td>\n",
       "      <td>101.862500</td>\n",
       "      <td>38.275000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>71.675000</td>\n",
       "      <td>19.637500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>106.637500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1959</td>\n",
       "      <td>40.412500</td>\n",
       "      <td>102.325000</td>\n",
       "      <td>36.312500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>70.050000</td>\n",
       "      <td>19.612500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>108.262500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1960</td>\n",
       "      <td>44.487500</td>\n",
       "      <td>108.675000</td>\n",
       "      <td>35.850000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>73.500000</td>\n",
       "      <td>22.550000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>115.337500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1961</td>\n",
       "      <td>45.375000</td>\n",
       "      <td>109.387500</td>\n",
       "      <td>37.362500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>73.287500</td>\n",
       "      <td>24.175000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>118.125000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1962</td>\n",
       "      <td>45.911111</td>\n",
       "      <td>107.744444</td>\n",
       "      <td>37.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>71.411111</td>\n",
       "      <td>23.933333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>118.755556</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1963</td>\n",
       "      <td>44.588889</td>\n",
       "      <td>101.244444</td>\n",
       "      <td>35.877778</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>66.722222</td>\n",
       "      <td>22.688889</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>115.266667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1964</td>\n",
       "      <td>42.866667</td>\n",
       "      <td>99.077778</td>\n",
       "      <td>35.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>65.866667</td>\n",
       "      <td>21.411111</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>111.022222</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1965</td>\n",
       "      <td>42.488889</td>\n",
       "      <td>99.855556</td>\n",
       "      <td>35.555556</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>67.266667</td>\n",
       "      <td>20.966667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>110.611111</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1966</td>\n",
       "      <td>44.322222</td>\n",
       "      <td>102.455556</td>\n",
       "      <td>36.966667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>68.233333</td>\n",
       "      <td>22.855556</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>115.500000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1967</td>\n",
       "      <td>45.460000</td>\n",
       "      <td>103.100000</td>\n",
       "      <td>36.240000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>67.340000</td>\n",
       "      <td>22.440000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>117.450000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1968</td>\n",
       "      <td>44.975000</td>\n",
       "      <td>100.800000</td>\n",
       "      <td>37.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>66.216667</td>\n",
       "      <td>22.841667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>116.600000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1969</td>\n",
       "      <td>43.671429</td>\n",
       "      <td>99.035714</td>\n",
       "      <td>35.007143</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>56.900000</td>\n",
       "      <td>23.142857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>112.307143</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1970</td>\n",
       "      <td>45.671429</td>\n",
       "      <td>99.364286</td>\n",
       "      <td>33.721429</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>52.885714</td>\n",
       "      <td>24.707143</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>116.685714</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1971</td>\n",
       "      <td>44.047059</td>\n",
       "      <td>98.035294</td>\n",
       "      <td>32.652941</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>53.117647</td>\n",
       "      <td>24.276471</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>112.417647</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1972</td>\n",
       "      <td>43.441176</td>\n",
       "      <td>95.517647</td>\n",
       "      <td>31.170588</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.158824</td>\n",
       "      <td>24.047059</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>110.188235</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1973</td>\n",
       "      <td>44.200000</td>\n",
       "      <td>96.882353</td>\n",
       "      <td>25.282353</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>50.605882</td>\n",
       "      <td>25.194118</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>107.600000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1974</td>\n",
       "      <td>43.076471</td>\n",
       "      <td>93.864706</td>\n",
       "      <td>25.394118</td>\n",
       "      <td>14.717647</td>\n",
       "      <td>48.217647</td>\n",
       "      <td>24.641176</td>\n",
       "      <td>20.788235</td>\n",
       "      <td>105.741176</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1975</td>\n",
       "      <td>41.683333</td>\n",
       "      <td>91.127778</td>\n",
       "      <td>25.177778</td>\n",
       "      <td>14.200000</td>\n",
       "      <td>47.072222</td>\n",
       "      <td>23.822222</td>\n",
       "      <td>19.855556</td>\n",
       "      <td>102.644444</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1976</td>\n",
       "      <td>42.055556</td>\n",
       "      <td>91.727778</td>\n",
       "      <td>26.955556</td>\n",
       "      <td>14.350000</td>\n",
       "      <td>47.400000</td>\n",
       "      <td>22.994444</td>\n",
       "      <td>19.772222</td>\n",
       "      <td>104.350000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1977</td>\n",
       "      <td>42.813636</td>\n",
       "      <td>92.031818</td>\n",
       "      <td>27.736364</td>\n",
       "      <td>14.968182</td>\n",
       "      <td>47.050000</td>\n",
       "      <td>23.863636</td>\n",
       "      <td>20.572727</td>\n",
       "      <td>106.472727</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1978</td>\n",
       "      <td>43.554545</td>\n",
       "      <td>92.868182</td>\n",
       "      <td>28.395455</td>\n",
       "      <td>15.004545</td>\n",
       "      <td>47.109091</td>\n",
       "      <td>25.050000</td>\n",
       "      <td>20.077273</td>\n",
       "      <td>108.463636</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1979</td>\n",
       "      <td>44.513636</td>\n",
       "      <td>91.727273</td>\n",
       "      <td>28.295455</td>\n",
       "      <td>14.836364</td>\n",
       "      <td>45.218182</td>\n",
       "      <td>25.768182</td>\n",
       "      <td>19.790909</td>\n",
       "      <td>110.331818</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1980</td>\n",
       "      <td>43.640909</td>\n",
       "      <td>90.650000</td>\n",
       "      <td>27.831818</td>\n",
       "      <td>15.068182</td>\n",
       "      <td>44.936364</td>\n",
       "      <td>25.804545</td>\n",
       "      <td>18.931818</td>\n",
       "      <td>109.340909</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>1991</td>\n",
       "      <td>41.355556</td>\n",
       "      <td>87.200000</td>\n",
       "      <td>27.881481</td>\n",
       "      <td>13.977778</td>\n",
       "      <td>43.262963</td>\n",
       "      <td>24.737037</td>\n",
       "      <td>16.040741</td>\n",
       "      <td>106.300000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>1992</td>\n",
       "      <td>41.266667</td>\n",
       "      <td>87.348148</td>\n",
       "      <td>26.681481</td>\n",
       "      <td>14.366667</td>\n",
       "      <td>43.677778</td>\n",
       "      <td>24.485185</td>\n",
       "      <td>15.551852</td>\n",
       "      <td>105.314815</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>1993</td>\n",
       "      <td>40.681481</td>\n",
       "      <td>85.951852</td>\n",
       "      <td>27.718519</td>\n",
       "      <td>13.792593</td>\n",
       "      <td>43.133333</td>\n",
       "      <td>24.700000</td>\n",
       "      <td>15.907407</td>\n",
       "      <td>105.266667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>1994</td>\n",
       "      <td>39.318519</td>\n",
       "      <td>84.444444</td>\n",
       "      <td>26.640741</td>\n",
       "      <td>13.862963</td>\n",
       "      <td>42.988889</td>\n",
       "      <td>24.392593</td>\n",
       "      <td>16.003704</td>\n",
       "      <td>101.511111</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>1995</td>\n",
       "      <td>37.981481</td>\n",
       "      <td>81.485185</td>\n",
       "      <td>27.081481</td>\n",
       "      <td>13.040741</td>\n",
       "      <td>41.559259</td>\n",
       "      <td>23.359259</td>\n",
       "      <td>15.944444</td>\n",
       "      <td>101.403704</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>1996</td>\n",
       "      <td>37.048276</td>\n",
       "      <td>80.189655</td>\n",
       "      <td>26.393103</td>\n",
       "      <td>12.620690</td>\n",
       "      <td>41.244828</td>\n",
       "      <td>22.696552</td>\n",
       "      <td>15.827586</td>\n",
       "      <td>99.500000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>1997</td>\n",
       "      <td>36.068966</td>\n",
       "      <td>79.300000</td>\n",
       "      <td>25.344828</td>\n",
       "      <td>12.668966</td>\n",
       "      <td>41.079310</td>\n",
       "      <td>22.044828</td>\n",
       "      <td>15.662069</td>\n",
       "      <td>96.903448</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>1998</td>\n",
       "      <td>35.910345</td>\n",
       "      <td>79.710345</td>\n",
       "      <td>26.289655</td>\n",
       "      <td>13.051724</td>\n",
       "      <td>41.551724</td>\n",
       "      <td>22.020690</td>\n",
       "      <td>15.486207</td>\n",
       "      <td>95.575862</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>1999</td>\n",
       "      <td>34.168966</td>\n",
       "      <td>78.196552</td>\n",
       "      <td>25.796552</td>\n",
       "      <td>12.586207</td>\n",
       "      <td>41.658621</td>\n",
       "      <td>20.731034</td>\n",
       "      <td>15.324138</td>\n",
       "      <td>91.586207</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>2000</td>\n",
       "      <td>36.831034</td>\n",
       "      <td>82.096552</td>\n",
       "      <td>25.282759</td>\n",
       "      <td>12.427586</td>\n",
       "      <td>42.917241</td>\n",
       "      <td>22.341379</td>\n",
       "      <td>15.468966</td>\n",
       "      <td>97.475862</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>2001</td>\n",
       "      <td>35.682759</td>\n",
       "      <td>80.603448</td>\n",
       "      <td>24.879310</td>\n",
       "      <td>11.979310</td>\n",
       "      <td>42.465517</td>\n",
       "      <td>21.772414</td>\n",
       "      <td>15.058621</td>\n",
       "      <td>94.810345</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>2002</td>\n",
       "      <td>36.172414</td>\n",
       "      <td>81.268966</td>\n",
       "      <td>23.827586</td>\n",
       "      <td>12.241379</td>\n",
       "      <td>42.403448</td>\n",
       "      <td>21.934483</td>\n",
       "      <td>14.455172</td>\n",
       "      <td>95.472414</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>2003</td>\n",
       "      <td>35.710345</td>\n",
       "      <td>80.782759</td>\n",
       "      <td>24.431034</td>\n",
       "      <td>12.058621</td>\n",
       "      <td>42.303448</td>\n",
       "      <td>21.506897</td>\n",
       "      <td>14.920690</td>\n",
       "      <td>95.089655</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>2004</td>\n",
       "      <td>35.006897</td>\n",
       "      <td>79.817241</td>\n",
       "      <td>24.203448</td>\n",
       "      <td>12.093103</td>\n",
       "      <td>42.206897</td>\n",
       "      <td>21.300000</td>\n",
       "      <td>14.968966</td>\n",
       "      <td>93.396552</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>2005</td>\n",
       "      <td>35.943333</td>\n",
       "      <td>80.336667</td>\n",
       "      <td>26.056667</td>\n",
       "      <td>12.010000</td>\n",
       "      <td>41.856667</td>\n",
       "      <td>21.286667</td>\n",
       "      <td>14.496667</td>\n",
       "      <td>97.190000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>2006</td>\n",
       "      <td>35.836667</td>\n",
       "      <td>78.990000</td>\n",
       "      <td>26.303333</td>\n",
       "      <td>11.180000</td>\n",
       "      <td>40.966667</td>\n",
       "      <td>20.610000</td>\n",
       "      <td>14.413333</td>\n",
       "      <td>97.013333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>2007</td>\n",
       "      <td>36.526667</td>\n",
       "      <td>79.710000</td>\n",
       "      <td>26.080000</td>\n",
       "      <td>11.130000</td>\n",
       "      <td>41.053333</td>\n",
       "      <td>21.290000</td>\n",
       "      <td>15.143333</td>\n",
       "      <td>98.740000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>2008</td>\n",
       "      <td>37.260000</td>\n",
       "      <td>81.510000</td>\n",
       "      <td>24.940000</td>\n",
       "      <td>11.200000</td>\n",
       "      <td>41.973333</td>\n",
       "      <td>21.753333</td>\n",
       "      <td>14.123333</td>\n",
       "      <td>99.923333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>2009</td>\n",
       "      <td>37.113333</td>\n",
       "      <td>80.916667</td>\n",
       "      <td>24.736667</td>\n",
       "      <td>11.046667</td>\n",
       "      <td>41.286667</td>\n",
       "      <td>20.980000</td>\n",
       "      <td>14.026667</td>\n",
       "      <td>99.943333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>2010</td>\n",
       "      <td>37.696667</td>\n",
       "      <td>81.693333</td>\n",
       "      <td>24.543333</td>\n",
       "      <td>10.950000</td>\n",
       "      <td>41.723333</td>\n",
       "      <td>21.243333</td>\n",
       "      <td>14.230000</td>\n",
       "      <td>100.450000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>2011</td>\n",
       "      <td>37.246667</td>\n",
       "      <td>81.210000</td>\n",
       "      <td>24.366667</td>\n",
       "      <td>10.900000</td>\n",
       "      <td>41.383333</td>\n",
       "      <td>21.493333</td>\n",
       "      <td>14.246667</td>\n",
       "      <td>99.553333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>2012</td>\n",
       "      <td>36.476667</td>\n",
       "      <td>81.430000</td>\n",
       "      <td>22.463333</td>\n",
       "      <td>11.373333</td>\n",
       "      <td>42.193333</td>\n",
       "      <td>20.973333</td>\n",
       "      <td>14.586667</td>\n",
       "      <td>96.260000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>2013</td>\n",
       "      <td>37.120000</td>\n",
       "      <td>82.026667</td>\n",
       "      <td>22.190000</td>\n",
       "      <td>11.170000</td>\n",
       "      <td>42.133333</td>\n",
       "      <td>22.140000</td>\n",
       "      <td>14.550000</td>\n",
       "      <td>98.136667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>2014</td>\n",
       "      <td>37.716667</td>\n",
       "      <td>83.000000</td>\n",
       "      <td>23.593333</td>\n",
       "      <td>10.916667</td>\n",
       "      <td>42.736667</td>\n",
       "      <td>22.006667</td>\n",
       "      <td>14.643333</td>\n",
       "      <td>101.010000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>2015</td>\n",
       "      <td>37.516667</td>\n",
       "      <td>83.563333</td>\n",
       "      <td>22.846667</td>\n",
       "      <td>10.876667</td>\n",
       "      <td>43.306667</td>\n",
       "      <td>22.023333</td>\n",
       "      <td>14.353333</td>\n",
       "      <td>100.016667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>2016</td>\n",
       "      <td>38.230000</td>\n",
       "      <td>84.570000</td>\n",
       "      <td>23.353333</td>\n",
       "      <td>10.426667</td>\n",
       "      <td>43.750000</td>\n",
       "      <td>22.286667</td>\n",
       "      <td>14.390000</td>\n",
       "      <td>102.663333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>2017</td>\n",
       "      <td>39.050000</td>\n",
       "      <td>85.416667</td>\n",
       "      <td>23.110000</td>\n",
       "      <td>10.133333</td>\n",
       "      <td>43.520000</td>\n",
       "      <td>22.626667</td>\n",
       "      <td>13.960000</td>\n",
       "      <td>105.590000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>2018</td>\n",
       "      <td>39.606667</td>\n",
       "      <td>86.063333</td>\n",
       "      <td>21.673333</td>\n",
       "      <td>9.716667</td>\n",
       "      <td>43.516667</td>\n",
       "      <td>23.240000</td>\n",
       "      <td>14.270000</td>\n",
       "      <td>106.336667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>2019</td>\n",
       "      <td>41.073333</td>\n",
       "      <td>89.213333</td>\n",
       "      <td>23.073333</td>\n",
       "      <td>10.346667</td>\n",
       "      <td>45.170000</td>\n",
       "      <td>24.580000</td>\n",
       "      <td>14.076667</td>\n",
       "      <td>111.203333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>2020</td>\n",
       "      <td>40.830000</td>\n",
       "      <td>88.803333</td>\n",
       "      <td>23.096667</td>\n",
       "      <td>10.096667</td>\n",
       "      <td>44.790000</td>\n",
       "      <td>24.366667</td>\n",
       "      <td>14.566667</td>\n",
       "      <td>111.683333</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>70 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    season         fg        fga        fta        orb        trb        ast  \\\n",
       "0     1951  29.681818  83.536364  33.418182   0.000000  49.254545  20.772727   \n",
       "1     1952  29.630000  80.840000  33.250000   0.000000  54.510000  21.890000   \n",
       "2     1953  28.520000  77.120000  35.880000   0.000000  51.520000  20.990000   \n",
       "3     1954  28.055556  75.355556  33.055556   0.000000  50.900000  20.344444   \n",
       "4     1955  29.588889  76.800000  31.933333   0.000000  49.822222  21.000000   \n",
       "..     ...        ...        ...        ...        ...        ...        ...   \n",
       "65    2016  38.230000  84.570000  23.353333  10.426667  43.750000  22.286667   \n",
       "66    2017  39.050000  85.416667  23.110000  10.133333  43.520000  22.626667   \n",
       "67    2018  39.606667  86.063333  21.673333   9.716667  43.516667  23.240000   \n",
       "68    2019  41.073333  89.213333  23.073333  10.346667  45.170000  24.580000   \n",
       "69    2020  40.830000  88.803333  23.096667  10.096667  44.790000  24.366667   \n",
       "\n",
       "          tov         pts  \n",
       "0    0.000000   83.936364  \n",
       "1    0.000000   83.690000  \n",
       "2    0.000000   82.690000  \n",
       "3    0.000000   79.544444  \n",
       "4    0.000000   82.744444  \n",
       "..        ...         ...  \n",
       "65  14.390000  102.663333  \n",
       "66  13.960000  105.590000  \n",
       "67  14.270000  106.336667  \n",
       "68  14.076667  111.203333  \n",
       "69  14.566667  111.683333  \n",
       "\n",
       "[70 rows x 9 columns]"
      ]
     },
     "execution_count": 116,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "per_g_values"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Assumptions:\n",
    "\n",
    "* AST / TO ratio is around 1.25\n",
    "\n",
    "* ORB / TRB ratio is around 0.3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 117,
   "metadata": {},
   "outputs": [],
   "source": [
    "subset = per_g_values.loc[per_g_values.season < 1974]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 118,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\users\\danie\\appdata\\local\\programs\\python\\python37\\lib\\site-packages\\pandas\\core\\indexing.py:480: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  self.obj[item] = s\n"
     ]
    }
   ],
   "source": [
    "subset.loc[:, 'orb'] = 0.3 * subset.trb"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 119,
   "metadata": {},
   "outputs": [],
   "source": [
    "subset.loc[:, 'tov'] = subset.ast / 1.25"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 120,
   "metadata": {},
   "outputs": [],
   "source": [
    "per_g_values.loc[per_g_values.season < 1974] = subset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 121,
   "metadata": {},
   "outputs": [],
   "source": [
    "per_g_values.loc[:, 'poss'] = per_g_values.fga - per_g_values.orb + per_g_values.tov + per_g_values.fta * 0.44"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 122,
   "metadata": {},
   "outputs": [],
   "source": [
    "per_g_values.loc[:, 'ts_pct'] = per_g_values.pts / (2 * (per_g_values.fga + 0.44 * per_g_values.fta)) * 100"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 123,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>season</th>\n",
       "      <th>fg</th>\n",
       "      <th>fga</th>\n",
       "      <th>fta</th>\n",
       "      <th>orb</th>\n",
       "      <th>trb</th>\n",
       "      <th>ast</th>\n",
       "      <th>tov</th>\n",
       "      <th>pts</th>\n",
       "      <th>poss</th>\n",
       "      <th>ts_pct</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1951</td>\n",
       "      <td>29.681818</td>\n",
       "      <td>83.536364</td>\n",
       "      <td>33.418182</td>\n",
       "      <td>14.776364</td>\n",
       "      <td>49.254545</td>\n",
       "      <td>20.772727</td>\n",
       "      <td>16.618182</td>\n",
       "      <td>83.936364</td>\n",
       "      <td>100.082182</td>\n",
       "      <td>42.719897</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1952</td>\n",
       "      <td>29.630000</td>\n",
       "      <td>80.840000</td>\n",
       "      <td>33.250000</td>\n",
       "      <td>16.353000</td>\n",
       "      <td>54.510000</td>\n",
       "      <td>21.890000</td>\n",
       "      <td>17.512000</td>\n",
       "      <td>83.690000</td>\n",
       "      <td>96.629000</td>\n",
       "      <td>43.830523</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1953</td>\n",
       "      <td>28.520000</td>\n",
       "      <td>77.120000</td>\n",
       "      <td>35.880000</td>\n",
       "      <td>15.456000</td>\n",
       "      <td>51.520000</td>\n",
       "      <td>20.990000</td>\n",
       "      <td>16.792000</td>\n",
       "      <td>82.690000</td>\n",
       "      <td>94.243200</td>\n",
       "      <td>44.501395</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1954</td>\n",
       "      <td>28.055556</td>\n",
       "      <td>75.355556</td>\n",
       "      <td>33.055556</td>\n",
       "      <td>15.270000</td>\n",
       "      <td>50.900000</td>\n",
       "      <td>20.344444</td>\n",
       "      <td>16.275556</td>\n",
       "      <td>79.544444</td>\n",
       "      <td>90.905556</td>\n",
       "      <td>44.240514</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1955</td>\n",
       "      <td>29.588889</td>\n",
       "      <td>76.800000</td>\n",
       "      <td>31.933333</td>\n",
       "      <td>14.946667</td>\n",
       "      <td>49.822222</td>\n",
       "      <td>21.000000</td>\n",
       "      <td>16.800000</td>\n",
       "      <td>82.744444</td>\n",
       "      <td>92.704000</td>\n",
       "      <td>45.538711</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1956</td>\n",
       "      <td>35.337500</td>\n",
       "      <td>91.400000</td>\n",
       "      <td>38.050000</td>\n",
       "      <td>18.033750</td>\n",
       "      <td>60.112500</td>\n",
       "      <td>24.287500</td>\n",
       "      <td>19.430000</td>\n",
       "      <td>99.037500</td>\n",
       "      <td>109.538250</td>\n",
       "      <td>45.790488</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1957</td>\n",
       "      <td>35.937500</td>\n",
       "      <td>94.550000</td>\n",
       "      <td>36.950000</td>\n",
       "      <td>18.720000</td>\n",
       "      <td>62.400000</td>\n",
       "      <td>18.862500</td>\n",
       "      <td>15.090000</td>\n",
       "      <td>99.625000</td>\n",
       "      <td>107.178000</td>\n",
       "      <td>44.953884</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1958</td>\n",
       "      <td>39.025000</td>\n",
       "      <td>101.862500</td>\n",
       "      <td>38.275000</td>\n",
       "      <td>21.502500</td>\n",
       "      <td>71.675000</td>\n",
       "      <td>19.637500</td>\n",
       "      <td>15.710000</td>\n",
       "      <td>106.637500</td>\n",
       "      <td>112.911000</td>\n",
       "      <td>44.917589</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1959</td>\n",
       "      <td>40.412500</td>\n",
       "      <td>102.325000</td>\n",
       "      <td>36.312500</td>\n",
       "      <td>21.015000</td>\n",
       "      <td>70.050000</td>\n",
       "      <td>19.612500</td>\n",
       "      <td>15.690000</td>\n",
       "      <td>108.262500</td>\n",
       "      <td>112.977500</td>\n",
       "      <td>45.756641</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1960</td>\n",
       "      <td>44.487500</td>\n",
       "      <td>108.675000</td>\n",
       "      <td>35.850000</td>\n",
       "      <td>22.050000</td>\n",
       "      <td>73.500000</td>\n",
       "      <td>22.550000</td>\n",
       "      <td>18.040000</td>\n",
       "      <td>115.337500</td>\n",
       "      <td>120.439000</td>\n",
       "      <td>46.339263</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1961</td>\n",
       "      <td>45.375000</td>\n",
       "      <td>109.387500</td>\n",
       "      <td>37.362500</td>\n",
       "      <td>21.986250</td>\n",
       "      <td>73.287500</td>\n",
       "      <td>24.175000</td>\n",
       "      <td>19.340000</td>\n",
       "      <td>118.125000</td>\n",
       "      <td>123.180750</td>\n",
       "      <td>46.939449</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1962</td>\n",
       "      <td>45.911111</td>\n",
       "      <td>107.744444</td>\n",
       "      <td>37.066667</td>\n",
       "      <td>21.423333</td>\n",
       "      <td>71.411111</td>\n",
       "      <td>23.933333</td>\n",
       "      <td>19.146667</td>\n",
       "      <td>118.755556</td>\n",
       "      <td>121.777111</td>\n",
       "      <td>47.864546</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1963</td>\n",
       "      <td>44.588889</td>\n",
       "      <td>101.244444</td>\n",
       "      <td>35.877778</td>\n",
       "      <td>20.016667</td>\n",
       "      <td>66.722222</td>\n",
       "      <td>22.688889</td>\n",
       "      <td>18.151111</td>\n",
       "      <td>115.266667</td>\n",
       "      <td>115.165111</td>\n",
       "      <td>49.246351</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1964</td>\n",
       "      <td>42.866667</td>\n",
       "      <td>99.077778</td>\n",
       "      <td>35.000000</td>\n",
       "      <td>19.760000</td>\n",
       "      <td>65.866667</td>\n",
       "      <td>21.411111</td>\n",
       "      <td>17.128889</td>\n",
       "      <td>111.022222</td>\n",
       "      <td>111.846667</td>\n",
       "      <td>48.490731</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1965</td>\n",
       "      <td>42.488889</td>\n",
       "      <td>99.855556</td>\n",
       "      <td>35.555556</td>\n",
       "      <td>20.180000</td>\n",
       "      <td>67.266667</td>\n",
       "      <td>20.966667</td>\n",
       "      <td>16.773333</td>\n",
       "      <td>110.611111</td>\n",
       "      <td>112.093333</td>\n",
       "      <td>47.883598</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1966</td>\n",
       "      <td>44.322222</td>\n",
       "      <td>102.455556</td>\n",
       "      <td>36.966667</td>\n",
       "      <td>20.470000</td>\n",
       "      <td>68.233333</td>\n",
       "      <td>22.855556</td>\n",
       "      <td>18.284444</td>\n",
       "      <td>115.500000</td>\n",
       "      <td>116.535333</td>\n",
       "      <td>48.643504</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1967</td>\n",
       "      <td>45.460000</td>\n",
       "      <td>103.100000</td>\n",
       "      <td>36.240000</td>\n",
       "      <td>20.202000</td>\n",
       "      <td>67.340000</td>\n",
       "      <td>22.440000</td>\n",
       "      <td>17.952000</td>\n",
       "      <td>117.450000</td>\n",
       "      <td>116.795600</td>\n",
       "      <td>49.329837</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1968</td>\n",
       "      <td>44.975000</td>\n",
       "      <td>100.800000</td>\n",
       "      <td>37.066667</td>\n",
       "      <td>19.865000</td>\n",
       "      <td>66.216667</td>\n",
       "      <td>22.841667</td>\n",
       "      <td>18.273333</td>\n",
       "      <td>116.600000</td>\n",
       "      <td>115.517667</td>\n",
       "      <td>49.782539</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1969</td>\n",
       "      <td>43.671429</td>\n",
       "      <td>99.035714</td>\n",
       "      <td>35.007143</td>\n",
       "      <td>17.070000</td>\n",
       "      <td>56.900000</td>\n",
       "      <td>23.142857</td>\n",
       "      <td>18.514286</td>\n",
       "      <td>112.307143</td>\n",
       "      <td>115.883143</td>\n",
       "      <td>49.068623</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1970</td>\n",
       "      <td>45.671429</td>\n",
       "      <td>99.364286</td>\n",
       "      <td>33.721429</td>\n",
       "      <td>15.865714</td>\n",
       "      <td>52.885714</td>\n",
       "      <td>24.707143</td>\n",
       "      <td>19.765714</td>\n",
       "      <td>116.685714</td>\n",
       "      <td>118.101714</td>\n",
       "      <td>51.087549</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1971</td>\n",
       "      <td>44.047059</td>\n",
       "      <td>98.035294</td>\n",
       "      <td>32.652941</td>\n",
       "      <td>15.935294</td>\n",
       "      <td>53.117647</td>\n",
       "      <td>24.276471</td>\n",
       "      <td>19.421176</td>\n",
       "      <td>112.417647</td>\n",
       "      <td>115.888471</td>\n",
       "      <td>50.006699</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1972</td>\n",
       "      <td>43.441176</td>\n",
       "      <td>95.517647</td>\n",
       "      <td>31.170588</td>\n",
       "      <td>15.347647</td>\n",
       "      <td>51.158824</td>\n",
       "      <td>24.047059</td>\n",
       "      <td>19.237647</td>\n",
       "      <td>110.188235</td>\n",
       "      <td>113.122706</td>\n",
       "      <td>50.437382</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1973</td>\n",
       "      <td>44.200000</td>\n",
       "      <td>96.882353</td>\n",
       "      <td>25.282353</td>\n",
       "      <td>15.181765</td>\n",
       "      <td>50.605882</td>\n",
       "      <td>25.194118</td>\n",
       "      <td>20.155294</td>\n",
       "      <td>107.600000</td>\n",
       "      <td>112.980118</td>\n",
       "      <td>49.811776</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1974</td>\n",
       "      <td>43.076471</td>\n",
       "      <td>93.864706</td>\n",
       "      <td>25.394118</td>\n",
       "      <td>14.717647</td>\n",
       "      <td>48.217647</td>\n",
       "      <td>24.641176</td>\n",
       "      <td>20.788235</td>\n",
       "      <td>105.741176</td>\n",
       "      <td>111.108706</td>\n",
       "      <td>50.334668</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1975</td>\n",
       "      <td>41.683333</td>\n",
       "      <td>91.127778</td>\n",
       "      <td>25.177778</td>\n",
       "      <td>14.200000</td>\n",
       "      <td>47.072222</td>\n",
       "      <td>23.822222</td>\n",
       "      <td>19.855556</td>\n",
       "      <td>102.644444</td>\n",
       "      <td>107.861556</td>\n",
       "      <td>50.214491</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1976</td>\n",
       "      <td>42.055556</td>\n",
       "      <td>91.727778</td>\n",
       "      <td>26.955556</td>\n",
       "      <td>14.350000</td>\n",
       "      <td>47.400000</td>\n",
       "      <td>22.994444</td>\n",
       "      <td>19.772222</td>\n",
       "      <td>104.350000</td>\n",
       "      <td>109.010444</td>\n",
       "      <td>50.367695</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1977</td>\n",
       "      <td>42.813636</td>\n",
       "      <td>92.031818</td>\n",
       "      <td>27.736364</td>\n",
       "      <td>14.968182</td>\n",
       "      <td>47.050000</td>\n",
       "      <td>23.863636</td>\n",
       "      <td>20.572727</td>\n",
       "      <td>106.472727</td>\n",
       "      <td>109.840364</td>\n",
       "      <td>51.073004</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1978</td>\n",
       "      <td>43.554545</td>\n",
       "      <td>92.868182</td>\n",
       "      <td>28.395455</td>\n",
       "      <td>15.004545</td>\n",
       "      <td>47.109091</td>\n",
       "      <td>25.050000</td>\n",
       "      <td>20.077273</td>\n",
       "      <td>108.463636</td>\n",
       "      <td>110.434909</td>\n",
       "      <td>51.471806</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1979</td>\n",
       "      <td>44.513636</td>\n",
       "      <td>91.727273</td>\n",
       "      <td>28.295455</td>\n",
       "      <td>14.836364</td>\n",
       "      <td>45.218182</td>\n",
       "      <td>25.768182</td>\n",
       "      <td>19.790909</td>\n",
       "      <td>110.331818</td>\n",
       "      <td>109.131818</td>\n",
       "      <td>52.953881</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1980</td>\n",
       "      <td>43.640909</td>\n",
       "      <td>90.650000</td>\n",
       "      <td>27.831818</td>\n",
       "      <td>15.068182</td>\n",
       "      <td>44.936364</td>\n",
       "      <td>25.804545</td>\n",
       "      <td>18.931818</td>\n",
       "      <td>109.340909</td>\n",
       "      <td>106.759636</td>\n",
       "      <td>53.131759</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>1991</td>\n",
       "      <td>41.355556</td>\n",
       "      <td>87.200000</td>\n",
       "      <td>27.881481</td>\n",
       "      <td>13.977778</td>\n",
       "      <td>43.262963</td>\n",
       "      <td>24.737037</td>\n",
       "      <td>16.040741</td>\n",
       "      <td>106.300000</td>\n",
       "      <td>101.530815</td>\n",
       "      <td>53.434350</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>1992</td>\n",
       "      <td>41.266667</td>\n",
       "      <td>87.348148</td>\n",
       "      <td>26.681481</td>\n",
       "      <td>14.366667</td>\n",
       "      <td>43.677778</td>\n",
       "      <td>24.485185</td>\n",
       "      <td>15.551852</td>\n",
       "      <td>105.314815</td>\n",
       "      <td>100.273185</td>\n",
       "      <td>53.142063</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>1993</td>\n",
       "      <td>40.681481</td>\n",
       "      <td>85.951852</td>\n",
       "      <td>27.718519</td>\n",
       "      <td>13.792593</td>\n",
       "      <td>43.133333</td>\n",
       "      <td>24.700000</td>\n",
       "      <td>15.907407</td>\n",
       "      <td>105.266667</td>\n",
       "      <td>100.262815</td>\n",
       "      <td>53.626496</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>1994</td>\n",
       "      <td>39.318519</td>\n",
       "      <td>84.444444</td>\n",
       "      <td>26.640741</td>\n",
       "      <td>13.862963</td>\n",
       "      <td>42.988889</td>\n",
       "      <td>24.392593</td>\n",
       "      <td>16.003704</td>\n",
       "      <td>101.511111</td>\n",
       "      <td>98.307111</td>\n",
       "      <td>52.778903</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>1995</td>\n",
       "      <td>37.981481</td>\n",
       "      <td>81.485185</td>\n",
       "      <td>27.081481</td>\n",
       "      <td>13.040741</td>\n",
       "      <td>41.559259</td>\n",
       "      <td>23.359259</td>\n",
       "      <td>15.944444</td>\n",
       "      <td>101.403704</td>\n",
       "      <td>96.304741</td>\n",
       "      <td>54.284035</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>1996</td>\n",
       "      <td>37.048276</td>\n",
       "      <td>80.189655</td>\n",
       "      <td>26.393103</td>\n",
       "      <td>12.620690</td>\n",
       "      <td>41.244828</td>\n",
       "      <td>22.696552</td>\n",
       "      <td>15.827586</td>\n",
       "      <td>99.500000</td>\n",
       "      <td>95.009517</td>\n",
       "      <td>54.192353</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>1997</td>\n",
       "      <td>36.068966</td>\n",
       "      <td>79.300000</td>\n",
       "      <td>25.344828</td>\n",
       "      <td>12.668966</td>\n",
       "      <td>41.079310</td>\n",
       "      <td>22.044828</td>\n",
       "      <td>15.662069</td>\n",
       "      <td>96.903448</td>\n",
       "      <td>93.444828</td>\n",
       "      <td>53.566391</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>1998</td>\n",
       "      <td>35.910345</td>\n",
       "      <td>79.710345</td>\n",
       "      <td>26.289655</td>\n",
       "      <td>13.051724</td>\n",
       "      <td>41.551724</td>\n",
       "      <td>22.020690</td>\n",
       "      <td>15.486207</td>\n",
       "      <td>95.575862</td>\n",
       "      <td>93.712276</td>\n",
       "      <td>52.354389</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>1999</td>\n",
       "      <td>34.168966</td>\n",
       "      <td>78.196552</td>\n",
       "      <td>25.796552</td>\n",
       "      <td>12.586207</td>\n",
       "      <td>41.658621</td>\n",
       "      <td>20.731034</td>\n",
       "      <td>15.324138</td>\n",
       "      <td>91.586207</td>\n",
       "      <td>92.284966</td>\n",
       "      <td>51.138604</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>2000</td>\n",
       "      <td>36.831034</td>\n",
       "      <td>82.096552</td>\n",
       "      <td>25.282759</td>\n",
       "      <td>12.427586</td>\n",
       "      <td>42.917241</td>\n",
       "      <td>22.341379</td>\n",
       "      <td>15.468966</td>\n",
       "      <td>97.475862</td>\n",
       "      <td>96.262345</td>\n",
       "      <td>52.282156</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>2001</td>\n",
       "      <td>35.682759</td>\n",
       "      <td>80.603448</td>\n",
       "      <td>24.879310</td>\n",
       "      <td>11.979310</td>\n",
       "      <td>42.465517</td>\n",
       "      <td>21.772414</td>\n",
       "      <td>15.058621</td>\n",
       "      <td>94.810345</td>\n",
       "      <td>94.629655</td>\n",
       "      <td>51.780441</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>2002</td>\n",
       "      <td>36.172414</td>\n",
       "      <td>81.268966</td>\n",
       "      <td>23.827586</td>\n",
       "      <td>12.241379</td>\n",
       "      <td>42.403448</td>\n",
       "      <td>21.934483</td>\n",
       "      <td>14.455172</td>\n",
       "      <td>95.472414</td>\n",
       "      <td>93.966897</td>\n",
       "      <td>52.026804</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>2003</td>\n",
       "      <td>35.710345</td>\n",
       "      <td>80.782759</td>\n",
       "      <td>24.431034</td>\n",
       "      <td>12.058621</td>\n",
       "      <td>42.303448</td>\n",
       "      <td>21.506897</td>\n",
       "      <td>14.920690</td>\n",
       "      <td>95.089655</td>\n",
       "      <td>94.394483</td>\n",
       "      <td>51.943159</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>2004</td>\n",
       "      <td>35.006897</td>\n",
       "      <td>79.817241</td>\n",
       "      <td>24.203448</td>\n",
       "      <td>12.093103</td>\n",
       "      <td>42.206897</td>\n",
       "      <td>21.300000</td>\n",
       "      <td>14.968966</td>\n",
       "      <td>93.396552</td>\n",
       "      <td>93.342621</td>\n",
       "      <td>51.619265</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>2005</td>\n",
       "      <td>35.943333</td>\n",
       "      <td>80.336667</td>\n",
       "      <td>26.056667</td>\n",
       "      <td>12.010000</td>\n",
       "      <td>41.856667</td>\n",
       "      <td>21.286667</td>\n",
       "      <td>14.496667</td>\n",
       "      <td>97.190000</td>\n",
       "      <td>94.288267</td>\n",
       "      <td>52.934807</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>2006</td>\n",
       "      <td>35.836667</td>\n",
       "      <td>78.990000</td>\n",
       "      <td>26.303333</td>\n",
       "      <td>11.180000</td>\n",
       "      <td>40.966667</td>\n",
       "      <td>20.610000</td>\n",
       "      <td>14.413333</td>\n",
       "      <td>97.013333</td>\n",
       "      <td>93.796800</td>\n",
       "      <td>53.560965</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>2007</td>\n",
       "      <td>36.526667</td>\n",
       "      <td>79.710000</td>\n",
       "      <td>26.080000</td>\n",
       "      <td>11.130000</td>\n",
       "      <td>41.053333</td>\n",
       "      <td>21.290000</td>\n",
       "      <td>15.143333</td>\n",
       "      <td>98.740000</td>\n",
       "      <td>95.198533</td>\n",
       "      <td>54.142558</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>2008</td>\n",
       "      <td>37.260000</td>\n",
       "      <td>81.510000</td>\n",
       "      <td>24.940000</td>\n",
       "      <td>11.200000</td>\n",
       "      <td>41.973333</td>\n",
       "      <td>21.753333</td>\n",
       "      <td>14.123333</td>\n",
       "      <td>99.923333</td>\n",
       "      <td>95.406933</td>\n",
       "      <td>54.022191</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>2009</td>\n",
       "      <td>37.113333</td>\n",
       "      <td>80.916667</td>\n",
       "      <td>24.736667</td>\n",
       "      <td>11.046667</td>\n",
       "      <td>41.286667</td>\n",
       "      <td>20.980000</td>\n",
       "      <td>14.026667</td>\n",
       "      <td>99.943333</td>\n",
       "      <td>94.780800</td>\n",
       "      <td>54.434892</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>2010</td>\n",
       "      <td>37.696667</td>\n",
       "      <td>81.693333</td>\n",
       "      <td>24.543333</td>\n",
       "      <td>10.950000</td>\n",
       "      <td>41.723333</td>\n",
       "      <td>21.243333</td>\n",
       "      <td>14.230000</td>\n",
       "      <td>100.450000</td>\n",
       "      <td>95.772400</td>\n",
       "      <td>54.301759</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>2011</td>\n",
       "      <td>37.246667</td>\n",
       "      <td>81.210000</td>\n",
       "      <td>24.366667</td>\n",
       "      <td>10.900000</td>\n",
       "      <td>41.383333</td>\n",
       "      <td>21.493333</td>\n",
       "      <td>14.246667</td>\n",
       "      <td>99.553333</td>\n",
       "      <td>95.278000</td>\n",
       "      <td>54.145485</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>2012</td>\n",
       "      <td>36.476667</td>\n",
       "      <td>81.430000</td>\n",
       "      <td>22.463333</td>\n",
       "      <td>11.373333</td>\n",
       "      <td>42.193333</td>\n",
       "      <td>20.973333</td>\n",
       "      <td>14.586667</td>\n",
       "      <td>96.260000</td>\n",
       "      <td>94.527200</td>\n",
       "      <td>52.708314</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>2013</td>\n",
       "      <td>37.120000</td>\n",
       "      <td>82.026667</td>\n",
       "      <td>22.190000</td>\n",
       "      <td>11.170000</td>\n",
       "      <td>42.133333</td>\n",
       "      <td>22.140000</td>\n",
       "      <td>14.550000</td>\n",
       "      <td>98.136667</td>\n",
       "      <td>95.170267</td>\n",
       "      <td>53.457011</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>2014</td>\n",
       "      <td>37.716667</td>\n",
       "      <td>83.000000</td>\n",
       "      <td>23.593333</td>\n",
       "      <td>10.916667</td>\n",
       "      <td>42.736667</td>\n",
       "      <td>22.006667</td>\n",
       "      <td>14.643333</td>\n",
       "      <td>101.010000</td>\n",
       "      <td>97.107733</td>\n",
       "      <td>54.084839</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>2015</td>\n",
       "      <td>37.516667</td>\n",
       "      <td>83.563333</td>\n",
       "      <td>22.846667</td>\n",
       "      <td>10.876667</td>\n",
       "      <td>43.306667</td>\n",
       "      <td>22.023333</td>\n",
       "      <td>14.353333</td>\n",
       "      <td>100.016667</td>\n",
       "      <td>97.092533</td>\n",
       "      <td>53.418651</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>2016</td>\n",
       "      <td>38.230000</td>\n",
       "      <td>84.570000</td>\n",
       "      <td>23.353333</td>\n",
       "      <td>10.426667</td>\n",
       "      <td>43.750000</td>\n",
       "      <td>22.286667</td>\n",
       "      <td>14.390000</td>\n",
       "      <td>102.663333</td>\n",
       "      <td>98.808800</td>\n",
       "      <td>54.121371</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>2017</td>\n",
       "      <td>39.050000</td>\n",
       "      <td>85.416667</td>\n",
       "      <td>23.110000</td>\n",
       "      <td>10.133333</td>\n",
       "      <td>43.520000</td>\n",
       "      <td>22.626667</td>\n",
       "      <td>13.960000</td>\n",
       "      <td>105.590000</td>\n",
       "      <td>99.411733</td>\n",
       "      <td>55.233523</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>2018</td>\n",
       "      <td>39.606667</td>\n",
       "      <td>86.063333</td>\n",
       "      <td>21.673333</td>\n",
       "      <td>9.716667</td>\n",
       "      <td>43.516667</td>\n",
       "      <td>23.240000</td>\n",
       "      <td>14.270000</td>\n",
       "      <td>106.336667</td>\n",
       "      <td>100.152933</td>\n",
       "      <td>55.615644</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>2019</td>\n",
       "      <td>41.073333</td>\n",
       "      <td>89.213333</td>\n",
       "      <td>23.073333</td>\n",
       "      <td>10.346667</td>\n",
       "      <td>45.170000</td>\n",
       "      <td>24.580000</td>\n",
       "      <td>14.076667</td>\n",
       "      <td>111.203333</td>\n",
       "      <td>103.095600</td>\n",
       "      <td>55.956656</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>2020</td>\n",
       "      <td>40.830000</td>\n",
       "      <td>88.803333</td>\n",
       "      <td>23.096667</td>\n",
       "      <td>10.096667</td>\n",
       "      <td>44.790000</td>\n",
       "      <td>24.366667</td>\n",
       "      <td>14.566667</td>\n",
       "      <td>111.683333</td>\n",
       "      <td>103.435867</td>\n",
       "      <td>56.425178</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>70 rows × 11 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    season         fg        fga        fta        orb        trb        ast  \\\n",
       "0     1951  29.681818  83.536364  33.418182  14.776364  49.254545  20.772727   \n",
       "1     1952  29.630000  80.840000  33.250000  16.353000  54.510000  21.890000   \n",
       "2     1953  28.520000  77.120000  35.880000  15.456000  51.520000  20.990000   \n",
       "3     1954  28.055556  75.355556  33.055556  15.270000  50.900000  20.344444   \n",
       "4     1955  29.588889  76.800000  31.933333  14.946667  49.822222  21.000000   \n",
       "..     ...        ...        ...        ...        ...        ...        ...   \n",
       "65    2016  38.230000  84.570000  23.353333  10.426667  43.750000  22.286667   \n",
       "66    2017  39.050000  85.416667  23.110000  10.133333  43.520000  22.626667   \n",
       "67    2018  39.606667  86.063333  21.673333   9.716667  43.516667  23.240000   \n",
       "68    2019  41.073333  89.213333  23.073333  10.346667  45.170000  24.580000   \n",
       "69    2020  40.830000  88.803333  23.096667  10.096667  44.790000  24.366667   \n",
       "\n",
       "          tov         pts        poss     ts_pct  \n",
       "0   16.618182   83.936364  100.082182  42.719897  \n",
       "1   17.512000   83.690000   96.629000  43.830523  \n",
       "2   16.792000   82.690000   94.243200  44.501395  \n",
       "3   16.275556   79.544444   90.905556  44.240514  \n",
       "4   16.800000   82.744444   92.704000  45.538711  \n",
       "..        ...         ...         ...        ...  \n",
       "65  14.390000  102.663333   98.808800  54.121371  \n",
       "66  13.960000  105.590000   99.411733  55.233523  \n",
       "67  14.270000  106.336667  100.152933  55.615644  \n",
       "68  14.076667  111.203333  103.095600  55.956656  \n",
       "69  14.566667  111.683333  103.435867  56.425178  \n",
       "\n",
       "[70 rows x 11 columns]"
      ]
     },
     "execution_count": 123,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "per_g_values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 124,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.style.use('fivethirtyeight')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0     42.719897\n",
       "1     43.830523\n",
       "2     44.501395\n",
       "3     44.240514\n",
       "4     45.538711\n",
       "        ...    \n",
       "65    54.121371\n",
       "66    55.233523\n",
       "67    55.615644\n",
       "68    55.956656\n",
       "69    56.425178\n",
       "Name: ts_pct, Length: 70, dtype: float64"
      ]
     },
     "execution_count": 131,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "per_g_values.ts_pct"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 125,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1296x1296 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(18, 18))\n",
    "\n",
    "ax.plot(per_g_values.season, per_g_values.poss, label='Posjedi po utakmici', lw=5)\n",
    "ax.plot(per_g_values.season, per_g_values.pts, label='Poeni po utakmici', lw=5)\n",
    "ax.plot(per_g_values.season, per_g_values.ts_pct * 2, label='True Shooting%', lw=5)\n",
    "\n",
    "ax.legend(fontsize=20)\n",
    "ax.set_title(\"Usporedba prosječnih posjeda, poena i TS% kroz vrijeme u NBA\", size=32)\n",
    "ax.set_xlabel(\"Sezona\", size=24)\n",
    "ax.tick_params(labelsize=20)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 126,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1296x1296 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(18, 18))\n",
    "\n",
    "ax.plot(per_g_values.season, per_g_values.poss, label='Posjedi po utakmici', lw=5)\n",
    "ax.plot(per_g_values.season, per_g_values.pts, label='Poeni po utakmici', lw=5)\n",
    "\n",
    "ax.legend(fontsize=20)\n",
    "ax.set_title(\"Usporedba prosječnih posjeda i poena kroz vrijeme u NBA\", size=32)\n",
    "ax.set_xlabel(\"Sezona\", size=24)\n",
    "ax.set_ylabel(\"Poeni/Posjedi\", size=24)\n",
    "ax.tick_params(labelsize=20)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 142,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1296x1296 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(18, 18))\n",
    "\n",
    "ax.plot(per_g_values.season, per_g_values.poss, label='Posjedi po utakmici', lw=5)\n",
    "ax.plot(per_g_values.season, per_g_values.pts, label='Poeni po utakmici', lw=5)\n",
    "ax.plot(per_g_values.season, per_g_values.ts_pct * 2, label='True Shooting%', lw=5, color='y')\n",
    "\n",
    "\n",
    "\n",
    "ax.text(x=2024, y=80, s=\"40%\", size=20, color='y', va='center')\n",
    "ax.text(x=2024, y=90, s=\"45%\", size=20, color='y', va='center')\n",
    "ax.text(x=2024, y=100, s=\"50%\", size=20, color='y', va='center')\n",
    "ax.text(x=2024, y=110, s=\"55%\", size=20, color='y', va='center')\n",
    "ax.text(x=2024, y=120, s=\"60%\", size=20, color='y', va='center')\n",
    "ax.text(x=2028, y=100, s=\"TS%\", size=28, rotation=90, color='y')\n",
    "#ax.set_xticks([item for item in range(1950, 2021)])\n",
    "#ax2.set_yticks([item for item in range(50, 55, 2)])\n",
    "#ax2.set_ylabel('TS%', color='y', size=24)  # we already handled the x-label with ax1\n",
    "#ax.plot(per_g_values.season, per_g_values.ts_pct * 2, color='y', label='True Shooting%')\n",
    "#ax2.tick_params(axis='y', labelcolor='y', labelsize=20)\n",
    "\n",
    "ax.set_ylabel(\"Poeni/Posjedi po utakmici\", size=24)\n",
    "ax.legend(fontsize=20)\n",
    "ax.set_title(\"Usporedba prosječnih posjeda, poena po utakmici i TS% kroz vrijeme u NBA\", size=32)\n",
    "ax.set_xlabel(\"Sezona\", size=24)\n",
    "ax.tick_params(labelsize=20)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 143,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1296x1296 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(18, 18))\n",
    "\n",
    "ax.plot(per_g_values.season, per_g_values.poss, label='Possesions per game', lw=5)\n",
    "ax.plot(per_g_values.season, per_g_values.pts, label='Points per game', lw=5)\n",
    "ax.plot(per_g_values.season, per_g_values.ts_pct * 2, label='True Shooting%', lw=5, color='y')\n",
    "\n",
    "\n",
    "\n",
    "ax.text(x=2024, y=80, s=\"40%\", size=20, color='y', va='center')\n",
    "ax.text(x=2024, y=90, s=\"45%\", size=20, color='y', va='center')\n",
    "ax.text(x=2024, y=100, s=\"50%\", size=20, color='y', va='center')\n",
    "ax.text(x=2024, y=110, s=\"55%\", size=20, color='y', va='center')\n",
    "ax.text(x=2024, y=120, s=\"60%\", size=20, color='y', va='center')\n",
    "ax.text(x=2028, y=100, s=\"TS%\", size=28, rotation=90, color='y')\n",
    "#ax2.set_ylabel('TS%', color='y', size=24)  # we already handled the x-label with ax1\n",
    "#ax.plot(per_g_values.season, per_g_values.ts_pct * 2, color='y', label='True Shooting%')\n",
    "#ax2.tick_params(axis='y', labelcolor='y', labelsize=20)\n",
    "\n",
    "ax.set_ylabel(\"Points/Possesions per game\", size=24)\n",
    "ax.legend(fontsize=20)\n",
    "ax.set_title(\"Comparison of average TS%, possessions and points per game in the NBA\", size=32)\n",
    "ax.set_xlabel(\"Season\", size=24)\n",
    "ax.tick_params(labelsize=20)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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