live-game.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "c03f63f4-c3e6-40e8-a2a7-4c05a5accde2",
   "metadata": {},
   "source": [
    "This endpoint can be used to get live game stats. Note that since this deals with live data, there can be issues with the play-by-play data that get fixed eventually. I'm impressed with the quality of the data given it is in real time."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "5860fd3d-8653-4db1-88e7-42c2e2da7fb1",
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "07c267f2-1b50-4721-b601-3cfbb255e388",
   "metadata": {},
   "source": [
    "### Team Stats"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "1370e74d-4462-441d-9cac-0b22c5095f8d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': 'Q2 03:10',\n",
       " 'game_data': {'rows': [{'stat': 'Points', 'home': 33, 'visitor': 43},\n",
       "   {'stat': 'Possessions', 'home': 34.0, 'visitor': 34.0},\n",
       "   {'stat': 'Seconds Per Possession', 'home': 14.991, 'visitor': 14.538},\n",
       "   {'stat': 'Offensive Rating', 'home': 97.059, 'visitor': 126.471},\n",
       "   {'stat': 'True Shot Attempts', 'home': 36, 'visitor': 37},\n",
       "   {'stat': 'Shot Quality', 'home': 0.489, 'visitor': 0.536},\n",
       "   {'stat': 'eFG%', 'home': 0.457, 'visitor': 0.53},\n",
       "   {'stat': 'TS%', 'home': 0.458, 'visitor': 0.581},\n",
       "   {'stat': '2pt FG%', 'home': '0.476 (10/21)', 'visitor': '0.542 (13/24)'},\n",
       "   {'stat': '3pt FG%', 'home': '0.286 (4/14)', 'visitor': '0.333 (3/9)'},\n",
       "   {'stat': 'FT%', 'home': '0.5 (1/2)', 'visitor': '0.8 (8/10)'},\n",
       "   {'stat': 'Avg 2pt Shot Distance', 'home': 8.714, 'visitor': 6.05},\n",
       "   {'stat': 'Putbacks', 'home': 0, 'visitor': 0},\n",
       "   {'stat': '0-4ft', 'home': '0.75 (6/8)', 'visitor': '0.643 (9/14)'},\n",
       "   {'stat': '4-14ft', 'home': '0.333 (3/9)', 'visitor': '0.2 (1/5)'},\n",
       "   {'stat': '14ft-3pt', 'home': '0.25 (1/4)', 'visitor': '0.6 (3/5)'},\n",
       "   {'stat': 'Above Break 3', 'home': '0.167 (2/12)', 'visitor': '0.429 (3/7)'},\n",
       "   {'stat': 'Corner 3', 'home': '1.0 (2/2)', 'visitor': '0.0 (0/2)'},\n",
       "   {'stat': '3PAr', 'home': 0.4, 'visitor': 0.273},\n",
       "   {'stat': 'Rim or 3 Frequency', 'home': 0.629, 'visitor': 0.697},\n",
       "   {'stat': 'Live Ball TO%', 'home': '0.0 (0/2)', 'visitor': '0 (0/0)'},\n",
       "   {'stat': '0-4ft OReb%', 'home': 0.5, 'visitor': 0.2},\n",
       "   {'stat': '4-14ft OReb%', 'home': 0.167, 'visitor': 0.0},\n",
       "   {'stat': '14ft-3pt OReb%', 'home': 0.667, 'visitor': 0.5},\n",
       "   {'stat': 'Above Break 3 OReb%', 'home': 0.111, 'visitor': 0.5},\n",
       "   {'stat': 'Corner 3 OReb%', 'home': 0, 'visitor': 0.0},\n",
       "   {'stat': '2pt OReb%', 'home': '0.364 (4/11)', 'visitor': '0.182 (2/11)'},\n",
       "   {'stat': '3pt OReb%', 'home': '0.111 (1/9)', 'visitor': '0.333 (2/6)'},\n",
       "   {'stat': 'FT OReb%', 'home': '0.0 (0/1)', 'visitor': '0.0 (0/1)'},\n",
       "   {'stat': '2pt Shooting Fouls Drawn', 'home': 1, 'visitor': 4},\n",
       "   {'stat': '2pt And1s', 'home': 0, 'visitor': 1},\n",
       "   {'stat': '3pt Shooting Fouls Drawn', 'home': 0, 'visitor': 1},\n",
       "   {'stat': '3pt And1s', 'home': 0, 'visitor': 0},\n",
       "   {'stat': 'Non-shooting Free Throw Trips', 'home': 0, 'visitor': 0},\n",
       "   {'stat': '0-4ft  Ast%', 'home': '0.833 (5/6)', 'visitor': '0.667 (6/9)'},\n",
       "   {'stat': '4-14ft Ast%', 'home': '0.0 (0/3)', 'visitor': '0.0 (0/1)'},\n",
       "   {'stat': '14ft-3pt Ast%', 'home': '1.0 (1/1)', 'visitor': '0.667 (2/3)'},\n",
       "   {'stat': 'Above Break 3 Ast%',\n",
       "    'home': '1.0 (2/2)',\n",
       "    'visitor': '0.667 (2/3)'},\n",
       "   {'stat': 'Corner 3 Ast%', 'home': '1.0 (2/2)', 'visitor': '0 (0/0)'},\n",
       "   {'stat': 'Assist Points', 'home': 24, 'visitor': 22},\n",
       "   {'stat': 'Second Chance Possessions', 'home': 4.0, 'visitor': 3.0},\n",
       "   {'stat': 'Second Chance Points', 'home': 3, 'visitor': 4},\n",
       "   {'stat': 'Penalty Possessions', 'home': 0, 'visitor': 6.0},\n",
       "   {'stat': 'Penalty Points', 'home': 0, 'visitor': 5}],\n",
       "  'game_info': {'home_score': 33,\n",
       "   'home_team': 'Chicago Sky',\n",
       "   'visitor_score': 43,\n",
       "   'visitor_team': 'Las Vegas Aces',\n",
       "   'status': 'Q2 03:10',\n",
       "   'clock': ''},\n",
       "  'headers': [{'field': 'stat', 'label': 'Stat'},\n",
       "   {'field': 'home', 'label': 'Chicago Sky'},\n",
       "   {'field': 'visitor', 'label': 'Las Vegas Aces'}]}}"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "game_id = \"1022200047\"\n",
    "result_type = \"team\"\n",
    "url = f\"https://api.pbpstats.com/live/game/{game_id}/{result_type}\"\n",
    "response = requests.get(url)\n",
    "response_json = response.json()\n",
    "response_json"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a882987c-407c-43ae-b09c-24a68cbd0f48",
   "metadata": {},
   "source": [
    "### Player Stats"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "69ecc9a1-5ddc-44d7-8a5f-bfc6ecfed775",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': 'Q2 03:10',\n",
       " 'game_data': {'rows': [{'stat': 'Points', 'home': 33, 'visitor': 43},\n",
       "   {'stat': 'Possessions', 'home': 34.0, 'visitor': 34.0},\n",
       "   {'stat': 'Seconds Per Possession', 'home': 14.991, 'visitor': 14.538},\n",
       "   {'stat': 'Offensive Rating', 'home': 97.059, 'visitor': 126.471},\n",
       "   {'stat': 'True Shot Attempts', 'home': 36, 'visitor': 37},\n",
       "   {'stat': 'Shot Quality', 'home': 0.489, 'visitor': 0.536},\n",
       "   {'stat': 'eFG%', 'home': 0.457, 'visitor': 0.53},\n",
       "   {'stat': 'TS%', 'home': 0.458, 'visitor': 0.581},\n",
       "   {'stat': '2pt FG%', 'home': '0.476 (10/21)', 'visitor': '0.542 (13/24)'},\n",
       "   {'stat': '3pt FG%', 'home': '0.286 (4/14)', 'visitor': '0.333 (3/9)'},\n",
       "   {'stat': 'FT%', 'home': '0.5 (1/2)', 'visitor': '0.8 (8/10)'},\n",
       "   {'stat': 'Avg 2pt Shot Distance', 'home': 8.714, 'visitor': 6.05},\n",
       "   {'stat': 'Putbacks', 'home': 0, 'visitor': 0},\n",
       "   {'stat': '0-4ft', 'home': '0.75 (6/8)', 'visitor': '0.643 (9/14)'},\n",
       "   {'stat': '4-14ft', 'home': '0.333 (3/9)', 'visitor': '0.2 (1/5)'},\n",
       "   {'stat': '14ft-3pt', 'home': '0.25 (1/4)', 'visitor': '0.6 (3/5)'},\n",
       "   {'stat': 'Above Break 3', 'home': '0.167 (2/12)', 'visitor': '0.429 (3/7)'},\n",
       "   {'stat': 'Corner 3', 'home': '1.0 (2/2)', 'visitor': '0.0 (0/2)'},\n",
       "   {'stat': '3PAr', 'home': 0.4, 'visitor': 0.273},\n",
       "   {'stat': 'Rim or 3 Frequency', 'home': 0.629, 'visitor': 0.697},\n",
       "   {'stat': 'Live Ball TO%', 'home': '0.0 (0/2)', 'visitor': '0 (0/0)'},\n",
       "   {'stat': '0-4ft OReb%', 'home': 0.5, 'visitor': 0.2},\n",
       "   {'stat': '4-14ft OReb%', 'home': 0.167, 'visitor': 0.0},\n",
       "   {'stat': '14ft-3pt OReb%', 'home': 0.667, 'visitor': 0.5},\n",
       "   {'stat': 'Above Break 3 OReb%', 'home': 0.111, 'visitor': 0.5},\n",
       "   {'stat': 'Corner 3 OReb%', 'home': 0, 'visitor': 0.0},\n",
       "   {'stat': '2pt OReb%', 'home': '0.364 (4/11)', 'visitor': '0.182 (2/11)'},\n",
       "   {'stat': '3pt OReb%', 'home': '0.111 (1/9)', 'visitor': '0.333 (2/6)'},\n",
       "   {'stat': 'FT OReb%', 'home': '0.0 (0/1)', 'visitor': '0.0 (0/1)'},\n",
       "   {'stat': '2pt Shooting Fouls Drawn', 'home': 1, 'visitor': 4},\n",
       "   {'stat': '2pt And1s', 'home': 0, 'visitor': 1},\n",
       "   {'stat': '3pt Shooting Fouls Drawn', 'home': 0, 'visitor': 1},\n",
       "   {'stat': '3pt And1s', 'home': 0, 'visitor': 0},\n",
       "   {'stat': 'Non-shooting Free Throw Trips', 'home': 0, 'visitor': 0},\n",
       "   {'stat': '0-4ft  Ast%', 'home': '0.833 (5/6)', 'visitor': '0.667 (6/9)'},\n",
       "   {'stat': '4-14ft Ast%', 'home': '0.0 (0/3)', 'visitor': '0.0 (0/1)'},\n",
       "   {'stat': '14ft-3pt Ast%', 'home': '1.0 (1/1)', 'visitor': '0.667 (2/3)'},\n",
       "   {'stat': 'Above Break 3 Ast%',\n",
       "    'home': '1.0 (2/2)',\n",
       "    'visitor': '0.667 (2/3)'},\n",
       "   {'stat': 'Corner 3 Ast%', 'home': '1.0 (2/2)', 'visitor': '0 (0/0)'},\n",
       "   {'stat': 'Assist Points', 'home': 24, 'visitor': 22},\n",
       "   {'stat': 'Second Chance Possessions', 'home': 4.0, 'visitor': 3.0},\n",
       "   {'stat': 'Second Chance Points', 'home': 3, 'visitor': 4},\n",
       "   {'stat': 'Penalty Possessions', 'home': 0, 'visitor': 6.0},\n",
       "   {'stat': 'Penalty Points', 'home': 0, 'visitor': 5}],\n",
       "  'game_info': {'home_score': 33,\n",
       "   'home_team': 'Chicago Sky',\n",
       "   'visitor_score': 43,\n",
       "   'visitor_team': 'Las Vegas Aces',\n",
       "   'status': 'Q2 03:10',\n",
       "   'clock': ''},\n",
       "  'headers': [{'field': 'stat', 'label': 'Stat'},\n",
       "   {'field': 'home', 'label': 'Chicago Sky'},\n",
       "   {'field': 'visitor', 'label': 'Las Vegas Aces'}]}}"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "game_id = \"1022200047\"\n",
    "result_type = \"team\"\n",
    "url = f\"https://api.pbpstats.com/live/game/{game_id}/{result_type}\"\n",
    "response = requests.get(url)\n",
    "response_json = response.json()\n",
    "response_json"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "94a3b43d-5eb0-494a-a20f-9e5e64076337",
   "metadata": {},
   "source": [
    "### Lineup Stats"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "e2826efb-96f3-4225-a21d-d2e05bba8dd9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': 'Q2 03:10',\n",
       " 'game_data': {'home_rows': [{'stat': 'Offensive Possessions',\n",
       "    '201496': 24,\n",
       "    '201516': 22,\n",
       "    '202664': 22,\n",
       "    '203416': 22,\n",
       "    '203822': 14,\n",
       "    '1627674': 24,\n",
       "    '1628922': 21,\n",
       "    '1630113': 9,\n",
       "    '1630389': 12},\n",
       "   {'stat': 'Points',\n",
       "    '201496': 7,\n",
       "    '201516': 0,\n",
       "    '202664': 5,\n",
       "    '203416': 2,\n",
       "    '203822': 2,\n",
       "    '1627674': 6,\n",
       "    '1628922': 4,\n",
       "    '1630113': 2,\n",
       "    '1630389': 5},\n",
       "   {'stat': 'True Shot Attempts',\n",
       "    '201496': 8,\n",
       "    '201516': 4,\n",
       "    '202664': 4,\n",
       "    '203416': 4,\n",
       "    '203822': 1,\n",
       "    '1627674': 8,\n",
       "    '1628922': 3,\n",
       "    '1630113': 1,\n",
       "    '1630389': 3},\n",
       "   {'stat': 'Minutes',\n",
       "    '201496': '12:30',\n",
       "    '201516': '10:21',\n",
       "    '202664': '10:21',\n",
       "    '203416': '10:03',\n",
       "    '203822': '07:22',\n",
       "    '1627674': '11:18',\n",
       "    '1628922': '10:13',\n",
       "    '1630113': '05:09',\n",
       "    '1630389': '06:23'},\n",
       "   {'stat': 'Shot Quality',\n",
       "    '201496': 0.475,\n",
       "    '201516': 0.4,\n",
       "    '202664': 0.55,\n",
       "    '203416': 0.475,\n",
       "    '203822': 0.4,\n",
       "    '1627674': 0.471,\n",
       "    '1628922': 0.5,\n",
       "    '1630113': 0.6,\n",
       "    '1630389': 0.6},\n",
       "   {'stat': 'eFG%',\n",
       "    '201496': 0.438,\n",
       "    '201516': 0.0,\n",
       "    '202664': 0.625,\n",
       "    '203416': 0.25,\n",
       "    '203822': 1.0,\n",
       "    '1627674': 0.357,\n",
       "    '1628922': 0.667,\n",
       "    '1630113': 1.0,\n",
       "    '1630389': 0.833},\n",
       "   {'stat': 'TS%',\n",
       "    '201496': 0.438,\n",
       "    '201516': 0.0,\n",
       "    '202664': 0.625,\n",
       "    '203416': 0.25,\n",
       "    '203822': 1.0,\n",
       "    '1627674': 0.375,\n",
       "    '1628922': 0.667,\n",
       "    '1630113': 1.0,\n",
       "    '1630389': 0.833},\n",
       "   {'stat': '2pt FG%',\n",
       "    '201496': '0.667 (2/3)',\n",
       "    '201516': '0.0 (0/3)',\n",
       "    '202664': '0.5 (1/2)',\n",
       "    '203416': '0.333 (1/3)',\n",
       "    '203822': '1.0 (1/1)',\n",
       "    '1627674': '0.2 (1/5)',\n",
       "    '1628922': '1.0 (2/2)',\n",
       "    '1630113': '1.0 (1/1)',\n",
       "    '1630389': '1.0 (1/1)'},\n",
       "   {'stat': '3pt FG%',\n",
       "    '201496': '0.2 (1/5)',\n",
       "    '201516': '0.0 (0/1)',\n",
       "    '202664': '0.5 (1/2)',\n",
       "    '203416': '0.0 (0/1)',\n",
       "    '203822': '0 (0/0)',\n",
       "    '1627674': '0.5 (1/2)',\n",
       "    '1628922': '0.0 (0/1)',\n",
       "    '1630113': '0 (0/0)',\n",
       "    '1630389': '0.5 (1/2)'},\n",
       "   {'stat': 'FT%',\n",
       "    '201496': '0 (0/0)',\n",
       "    '201516': '0 (0/0)',\n",
       "    '202664': '0 (0/0)',\n",
       "    '203416': '0 (0/0)',\n",
       "    '203822': '0 (0/0)',\n",
       "    '1627674': '0.5 (1/2)',\n",
       "    '1628922': '0 (0/0)',\n",
       "    '1630113': '0 (0/0)',\n",
       "    '1630389': '0 (0/0)'},\n",
       "   {'stat': 'Avg 2pt Shot Distance',\n",
       "    '201496': 7.567,\n",
       "    '201516': 13.8,\n",
       "    '202664': 7.3,\n",
       "    '203416': 9.2,\n",
       "    '203822': 19.8,\n",
       "    '1627674': 8.22,\n",
       "    '1628922': 6.25,\n",
       "    '1630113': 1.8,\n",
       "    '1630389': 1.5},\n",
       "   {'stat': 'Putbacks',\n",
       "    '201496': 0,\n",
       "    '201516': 0,\n",
       "    '202664': 0,\n",
       "    '203416': 0,\n",
       "    '203822': 0,\n",
       "    '1627674': 0,\n",
       "    '1628922': 0,\n",
       "    '1630113': 0,\n",
       "    '1630389': 0},\n",
       "   {'stat': '0-4ft',\n",
       "    '201496': '1.0 (1/1)',\n",
       "    '201516': '0 (0/0)',\n",
       "    '202664': '0.0 (0/1)',\n",
       "    '203416': '1.0 (1/1)',\n",
       "    '203822': '0 (0/0)',\n",
       "    '1627674': '0.5 (1/2)',\n",
       "    '1628922': '1.0 (1/1)',\n",
       "    '1630113': '1.0 (1/1)',\n",
       "    '1630389': '1.0 (1/1)'},\n",
       "   {'stat': '4-14ft',\n",
       "    '201496': '0.5 (1/2)',\n",
       "    '201516': '0.0 (0/2)',\n",
       "    '202664': '1.0 (1/1)',\n",
       "    '203416': '0.0 (0/2)',\n",
       "    '203822': '0 (0/0)',\n",
       "    '1627674': '0.0 (0/1)',\n",
       "    '1628922': '1.0 (1/1)',\n",
       "    '1630113': '0 (0/0)',\n",
       "    '1630389': '0 (0/0)'},\n",
       "   {'stat': '14ft-3pt',\n",
       "    '201496': '0 (0/0)',\n",
       "    '201516': '0.0 (0/1)',\n",
       "    '202664': '0 (0/0)',\n",
       "    '203416': '0 (0/0)',\n",
       "    '203822': '1.0 (1/1)',\n",
       "    '1627674': '0.0 (0/2)',\n",
       "    '1628922': '0 (0/0)',\n",
       "    '1630113': '0 (0/0)',\n",
       "    '1630389': '0 (0/0)'},\n",
       "   {'stat': 'Above Break 3',\n",
       "    '201496': '0.2 (1/5)',\n",
       "    '201516': '0.0 (0/1)',\n",
       "    '202664': '0.0 (0/1)',\n",
       "    '203416': '0.0 (0/1)',\n",
       "    '203822': '0 (0/0)',\n",
       "    '1627674': '0.0 (0/1)',\n",
       "    '1628922': '0.0 (0/1)',\n",
       "    '1630113': '0 (0/0)',\n",
       "    '1630389': '0.5 (1/2)'},\n",
       "   {'stat': 'Corner 3',\n",
       "    '201496': '0 (0/0)',\n",
       "    '201516': '0 (0/0)',\n",
       "    '202664': '1.0 (1/1)',\n",
       "    '203416': '0 (0/0)',\n",
       "    '203822': '0 (0/0)',\n",
       "    '1627674': '1.0 (1/1)',\n",
       "    '1628922': '0 (0/0)',\n",
       "    '1630113': '0 (0/0)',\n",
       "    '1630389': '0 (0/0)'},\n",
       "   {'stat': '3PAr',\n",
       "    '201496': 0.625,\n",
       "    '201516': 0.25,\n",
       "    '202664': 0.5,\n",
       "    '203416': 0.25,\n",
       "    '203822': 0.0,\n",
       "    '1627674': 0.286,\n",
       "    '1628922': 0.333,\n",
       "    '1630113': 0.0,\n",
       "    '1630389': 0.667},\n",
       "   {'stat': 'Rim or 3 Frequency',\n",
       "    '201496': 0.75,\n",
       "    '201516': 0.25,\n",
       "    '202664': 0.75,\n",
       "    '203416': 0.5,\n",
       "    '203822': 0.0,\n",
       "    '1627674': 0.571,\n",
       "    '1628922': 0.667,\n",
       "    '1630113': 1.0,\n",
       "    '1630389': 1.0},\n",
       "   {'stat': 'Usage',\n",
       "    '201496': 28.571,\n",
       "    '201516': 19.231,\n",
       "    '202664': 15.385,\n",
       "    '203416': 15.385,\n",
       "    '203822': 13.333,\n",
       "    '1627674': 27.586,\n",
       "    '1628922': 13.636,\n",
       "    '1630113': 10.0,\n",
       "    '1630389': 23.077},\n",
       "   {'stat': 'Live Ball TO%',\n",
       "    '201496': '0 (0/0)',\n",
       "    '201516': '0.0 (0/1)',\n",
       "    '202664': '0 (0/0)',\n",
       "    '203416': '0 (0/0)',\n",
       "    '203822': '0.0 (0/1)',\n",
       "    '1627674': '0 (0/0)',\n",
       "    '1628922': '0 (0/0)',\n",
       "    '1630113': '0 (0/0)',\n",
       "    '1630389': '0 (0/0)'},\n",
       "   {'stat': '0-4ft OReb%',\n",
       "    '201496': 0.0,\n",
       "    '201516': 0.0,\n",
       "    '202664': 0.0,\n",
       "    '203416': 0.0,\n",
       "    '203822': 0,\n",
       "    '1627674': 0.0,\n",
       "    '1628922': 0,\n",
       "    '1630113': 0,\n",
       "    '1630389': 0},\n",
       "   {'stat': '4-14ft OReb%',\n",
       "    '201496': 0.0,\n",
       "    '201516': 0.0,\n",
       "    '202664': 0.0,\n",
       "    '203416': 0.0,\n",
       "    '203822': 0.0,\n",
       "    '1627674': 0.2,\n",
       "    '1628922': 0.0,\n",
       "    '1630113': 0.0,\n",
       "    '1630389': 0.0},\n",
       "   {'stat': '14ft-3pt OReb%',\n",
       "    '201496': 0.0,\n",
       "    '201516': 0.0,\n",
       "    '202664': 0.0,\n",
       "    '203416': 0.667,\n",
       "    '203822': 0,\n",
       "    '1627674': 0.0,\n",
       "    '1628922': 0,\n",
       "    '1630113': 0,\n",
       "    '1630389': 0},\n",
       "   {'stat': 'Above Break 3 OReb%',\n",
       "    '201496': 0.125,\n",
       "    '201516': 0.0,\n",
       "    '202664': 0.0,\n",
       "    '203416': 0.0,\n",
       "    '203822': 0.0,\n",
       "    '1627674': 0.0,\n",
       "    '1628922': 0.0,\n",
       "    '1630113': 0.0,\n",
       "    '1630389': 0.0},\n",
       "   {'stat': 'Corner 3 OReb%',\n",
       "    '201496': 0,\n",
       "    '201516': 0,\n",
       "    '202664': 0,\n",
       "    '203416': 0,\n",
       "    '203822': 0,\n",
       "    '1627674': 0,\n",
       "    '1628922': 0,\n",
       "    '1630113': 0,\n",
       "    '1630389': 0},\n",
       "   {'stat': '2pt OReb%',\n",
       "    '201496': '0.0 (0/8)',\n",
       "    '201516': '0.0 (0/10)',\n",
       "    '202664': '0.0 (0/10)',\n",
       "    '203416': '0.222 (2/9)',\n",
       "    '203822': '0.0 (0/2)',\n",
       "    '1627674': '0.1 (1/10)',\n",
       "    '1628922': '0.0 (0/4)',\n",
       "    '1630113': '0.0 (0/1)',\n",
       "    '1630389': '0.0 (0/1)'},\n",
       "   {'stat': '3pt OReb%',\n",
       "    '201496': '0.125 (1/8)',\n",
       "    '201516': '0.0 (0/7)',\n",
       "    '202664': '0.0 (0/7)',\n",
       "    '203416': '0.0 (0/6)',\n",
       "    '203822': '0.0 (0/2)',\n",
       "    '1627674': '0.0 (0/7)',\n",
       "    '1628922': '0.0 (0/4)',\n",
       "    '1630113': '0.0 (0/2)',\n",
       "    '1630389': '0.0 (0/2)'},\n",
       "   {'stat': 'FT OReb%',\n",
       "    '201496': '0 (0/0)',\n",
       "    '201516': '0 (0/0)',\n",
       "    '202664': '0 (0/0)',\n",
       "    '203416': '0.0 (0/1)',\n",
       "    '203822': '0.0 (0/1)',\n",
       "    '1627674': '0.0 (0/1)',\n",
       "    '1628922': '0.0 (0/1)',\n",
       "    '1630113': '0 (0/0)',\n",
       "    '1630389': '0.0 (0/1)'},\n",
       "   {'stat': '2pt Shooting Fouls Drawn',\n",
       "    '201496': 0,\n",
       "    '201516': 0,\n",
       "    '202664': 0,\n",
       "    '203416': 0,\n",
       "    '203822': 0,\n",
       "    '1627674': 1,\n",
       "    '1628922': 0,\n",
       "    '1630113': 0,\n",
       "    '1630389': 0},\n",
       "   {'stat': '2pt And1s',\n",
       "    '201496': 0,\n",
       "    '201516': 0,\n",
       "    '202664': 0,\n",
       "    '203416': 0,\n",
       "    '203822': 0,\n",
       "    '1627674': 0,\n",
       "    '1628922': 0,\n",
       "    '1630113': 0,\n",
       "    '1630389': 0},\n",
       "   {'stat': '3pt Shooting Fouls Drawn',\n",
       "    '201496': 0,\n",
       "    '201516': 0,\n",
       "    '202664': 0,\n",
       "    '203416': 0,\n",
       "    '203822': 0,\n",
       "    '1627674': 0,\n",
       "    '1628922': 0,\n",
       "    '1630113': 0,\n",
       "    '1630389': 0},\n",
       "   {'stat': '3pt And1s',\n",
       "    '201496': 0,\n",
       "    '201516': 0,\n",
       "    '202664': 0,\n",
       "    '203416': 0,\n",
       "    '203822': 0,\n",
       "    '1627674': 0,\n",
       "    '1628922': 0,\n",
       "    '1630113': 0,\n",
       "    '1630389': 0},\n",
       "   {'stat': 'Non-shooting Free Throw Trips',\n",
       "    '201496': 0,\n",
       "    '201516': 0,\n",
       "    '202664': 0,\n",
       "    '203416': 0,\n",
       "    '203822': 0,\n",
       "    '1627674': 0,\n",
       "    '1628922': 0,\n",
       "    '1630113': 0,\n",
       "    '1630389': 0},\n",
       "   {'stat': '0-4ft Assists',\n",
       "    '201496': 0,\n",
       "    '201516': 1,\n",
       "    '202664': 2,\n",
       "    '203416': 1,\n",
       "    '203822': 1,\n",
       "    '1627674': 0,\n",
       "    '1628922': 0,\n",
       "    '1630113': 0,\n",
       "    '1630389': 0},\n",
       "   {'stat': '4-14ft Assists',\n",
       "    '201496': 0,\n",
       "    '201516': 0,\n",
       "    '202664': 0,\n",
       "    '203416': 0,\n",
       "    '203822': 0,\n",
       "    '1627674': 0,\n",
       "    '1628922': 0,\n",
       "    '1630113': 0,\n",
       "    '1630389': 0},\n",
       "   {'stat': '14ft-3pt Assists',\n",
       "    '201496': 1,\n",
       "    '201516': 0,\n",
       "    '202664': 0,\n",
       "    '203416': 0,\n",
       "    '203822': 0,\n",
       "    '1627674': 0,\n",
       "    '1628922': 0,\n",
       "    '1630113': 0,\n",
       "    '1630389': 0},\n",
       "   {'stat': 'Above Break 3 Assists',\n",
       "    '201496': 0,\n",
       "    '201516': 0,\n",
       "    '202664': 0,\n",
       "    '203416': 0,\n",
       "    '203822': 0,\n",
       "    '1627674': 1,\n",
       "    '1628922': 0,\n",
       "    '1630113': 0,\n",
       "    '1630389': 1},\n",
       "   {'stat': 'Corner 3 Assists',\n",
       "    '201496': 1,\n",
       "    '201516': 0,\n",
       "    '202664': 0,\n",
       "    '203416': 1,\n",
       "    '203822': 0,\n",
       "    '1627674': 0,\n",
       "    '1628922': 0,\n",
       "    '1630113': 0,\n",
       "    '1630389': 0},\n",
       "   {'stat': 'Assist Points',\n",
       "    '201496': 5,\n",
       "    '201516': 2,\n",
       "    '202664': 4,\n",
       "    '203416': 5,\n",
       "    '203822': 2,\n",
       "    '1627674': 3,\n",
       "    '1628922': 0,\n",
       "    '1630113': 0,\n",
       "    '1630389': 3},\n",
       "   {'stat': 'Fouls',\n",
       "    '201496': 1,\n",
       "    '201516': 2,\n",
       "    '202664': 1,\n",
       "    '203416': 1,\n",
       "    '203822': 1,\n",
       "    '1627674': 1,\n",
       "    '1628922': 0,\n",
       "    '1630113': 1,\n",
       "    '1630389': 0}],\n",
       "  'visitor_rows': [{'stat': 'Offensive Possessions',\n",
       "    '203833': 28,\n",
       "    '203849': 12,\n",
       "    '204324': 27,\n",
       "    '204329': 11,\n",
       "    '1628276': 29,\n",
       "    '1628932': 23,\n",
       "    '1629498': 29,\n",
       "    '1631013': 11},\n",
       "   {'stat': 'Points',\n",
       "    '203833': 10,\n",
       "    '203849': 0,\n",
       "    '204324': 10,\n",
       "    '204329': 0,\n",
       "    '1628276': 14,\n",
       "    '1628932': 8,\n",
       "    '1629498': 1,\n",
       "    '1631013': 0},\n",
       "   {'stat': 'True Shot Attempts',\n",
       "    '203833': 5,\n",
       "    '203849': 3,\n",
       "    '204324': 8,\n",
       "    '204329': 0,\n",
       "    '1628276': 7,\n",
       "    '1628932': 8,\n",
       "    '1629498': 6,\n",
       "    '1631013': 0},\n",
       "   {'stat': 'Minutes',\n",
       "    '203833': '13:36',\n",
       "    '203849': '06:23',\n",
       "    '204324': '13:15',\n",
       "    '204329': '06:02',\n",
       "    '1628276': '13:50',\n",
       "    '1628932': '10:42',\n",
       "    '1629498': '13:50',\n",
       "    '1631013': '06:02'},\n",
       "   {'stat': 'Shot Quality',\n",
       "    '203833': 0.45,\n",
       "    '203849': 0.567,\n",
       "    '204324': 0.586,\n",
       "    '204329': 0,\n",
       "    '1628276': 0.586,\n",
       "    '1628932': 0.5,\n",
       "    '1629498': 0.5,\n",
       "    '1631013': 0},\n",
       "   {'stat': 'eFG%',\n",
       "    '203833': 0.875,\n",
       "    '203849': 0.0,\n",
       "    '204324': 0.571,\n",
       "    '204329': 0,\n",
       "    '1628276': 1.0,\n",
       "    '1628932': 0.429,\n",
       "    '1629498': 0.0,\n",
       "    '1631013': 0},\n",
       "   {'stat': 'TS%',\n",
       "    '203833': 1.0,\n",
       "    '203849': 0.0,\n",
       "    '204324': 0.625,\n",
       "    '204329': 0,\n",
       "    '1628276': 1.0,\n",
       "    '1628932': 0.5,\n",
       "    '1629498': 0.083,\n",
       "    '1631013': 0},\n",
       "   {'stat': '2pt FG%',\n",
       "    '203833': '0.667 (2/3)',\n",
       "    '203849': '0.0 (0/1)',\n",
       "    '204324': '0.571 (4/7)',\n",
       "    '204329': '0 (0/0)',\n",
       "    '1628276': '1.0 (4/4)',\n",
       "    '1628932': '0.6 (3/5)',\n",
       "    '1629498': '0.0 (0/4)',\n",
       "    '1631013': '0 (0/0)'},\n",
       "   {'stat': '3pt FG%',\n",
       "    '203833': '1.0 (1/1)',\n",
       "    '203849': '0.0 (0/2)',\n",
       "    '204324': '0 (0/0)',\n",
       "    '204329': '0 (0/0)',\n",
       "    '1628276': '0.667 (2/3)',\n",
       "    '1628932': '0.0 (0/2)',\n",
       "    '1629498': '0.0 (0/1)',\n",
       "    '1631013': '0 (0/0)'},\n",
       "   {'stat': 'FT%',\n",
       "    '203833': '1.0 (3/3)',\n",
       "    '203849': '0 (0/0)',\n",
       "    '204324': '0.667 (2/3)',\n",
       "    '204329': '0 (0/0)',\n",
       "    '1628276': '0 (0/0)',\n",
       "    '1628932': '1.0 (2/2)',\n",
       "    '1629498': '0.5 (1/2)',\n",
       "    '1631013': '0 (0/0)'},\n",
       "   {'stat': 'Avg 2pt Shot Distance',\n",
       "    '203833': 10.1,\n",
       "    '203849': 1.6,\n",
       "    '204324': 3.029,\n",
       "    '204329': 0,\n",
       "    '1628276': 4.9,\n",
       "    '1628932': 8.8,\n",
       "    '1629498': 7.125,\n",
       "    '1631013': 0},\n",
       "   {'stat': 'Putbacks',\n",
       "    '203833': 0,\n",
       "    '203849': 0,\n",
       "    '204324': 0,\n",
       "    '204329': 0,\n",
       "    '1628276': 0,\n",
       "    '1628932': 0,\n",
       "    '1629498': 0,\n",
       "    '1631013': 0},\n",
       "   {'stat': '0-4ft',\n",
       "    '203833': '1.0 (1/1)',\n",
       "    '203849': '0.0 (0/1)',\n",
       "    '204324': '0.667 (4/6)',\n",
       "    '204329': '0 (0/0)',\n",
       "    '1628276': '1.0 (3/3)',\n",
       "    '1628932': '0.5 (1/2)',\n",
       "    '1629498': '0.0 (0/1)',\n",
       "    '1631013': '0 (0/0)'},\n",
       "   {'stat': '4-14ft',\n",
       "    '203833': '0.0 (0/1)',\n",
       "    '203849': '0 (0/0)',\n",
       "    '204324': '0.0 (0/1)',\n",
       "    '204329': '0 (0/0)',\n",
       "    '1628276': '0 (0/0)',\n",
       "    '1628932': '1.0 (1/1)',\n",
       "    '1629498': '0.0 (0/2)',\n",
       "    '1631013': '0 (0/0)'},\n",
       "   {'stat': '14ft-3pt',\n",
       "    '203833': '1.0 (1/1)',\n",
       "    '203849': '0 (0/0)',\n",
       "    '204324': '0 (0/0)',\n",
       "    '204329': '0 (0/0)',\n",
       "    '1628276': '1.0 (1/1)',\n",
       "    '1628932': '0.5 (1/2)',\n",
       "    '1629498': '0.0 (0/1)',\n",
       "    '1631013': '0 (0/0)'},\n",
       "   {'stat': 'Above Break 3',\n",
       "    '203833': '1.0 (1/1)',\n",
       "    '203849': '0.0 (0/1)',\n",
       "    '204324': '0 (0/0)',\n",
       "    '204329': '0 (0/0)',\n",
       "    '1628276': '0.667 (2/3)',\n",
       "    '1628932': '0.0 (0/2)',\n",
       "    '1629498': '0 (0/0)',\n",
       "    '1631013': '0 (0/0)'},\n",
       "   {'stat': 'Corner 3',\n",
       "    '203833': '0 (0/0)',\n",
       "    '203849': '0.0 (0/1)',\n",
       "    '204324': '0 (0/0)',\n",
       "    '204329': '0 (0/0)',\n",
       "    '1628276': '0 (0/0)',\n",
       "    '1628932': '0 (0/0)',\n",
       "    '1629498': '0.0 (0/1)',\n",
       "    '1631013': '0 (0/0)'},\n",
       "   {'stat': '3PAr',\n",
       "    '203833': 0.25,\n",
       "    '203849': 0.667,\n",
       "    '204324': 0.0,\n",
       "    '204329': 0,\n",
       "    '1628276': 0.429,\n",
       "    '1628932': 0.286,\n",
       "    '1629498': 0.2,\n",
       "    '1631013': 0},\n",
       "   {'stat': 'Rim or 3 Frequency',\n",
       "    '203833': 0.5,\n",
       "    '203849': 1.0,\n",
       "    '204324': 0.857,\n",
       "    '204329': 0,\n",
       "    '1628276': 0.857,\n",
       "    '1628932': 0.571,\n",
       "    '1629498': 0.4,\n",
       "    '1631013': 0},\n",
       "   {'stat': 'Usage',\n",
       "    '203833': 16.129,\n",
       "    '203849': 21.429,\n",
       "    '204324': 26.667,\n",
       "    '204329': 0.0,\n",
       "    '1628276': 21.875,\n",
       "    '1628932': 32.0,\n",
       "    '1629498': 18.75,\n",
       "    '1631013': 0.0},\n",
       "   {'stat': 'Live Ball TO%',\n",
       "    '203833': '0 (0/0)',\n",
       "    '203849': '0 (0/0)',\n",
       "    '204324': '0 (0/0)',\n",
       "    '204329': '0 (0/0)',\n",
       "    '1628276': '0 (0/0)',\n",
       "    '1628932': '0 (0/0)',\n",
       "    '1629498': '0 (0/0)',\n",
       "    '1631013': '0 (0/0)'},\n",
       "   {'stat': '0-4ft OReb%',\n",
       "    '203833': 0.0,\n",
       "    '203849': 0.0,\n",
       "    '204324': 0.333,\n",
       "    '204329': 0.0,\n",
       "    '1628276': 0.0,\n",
       "    '1628932': 0.0,\n",
       "    '1629498': 0.0,\n",
       "    '1631013': 0.0},\n",
       "   {'stat': '4-14ft OReb%',\n",
       "    '203833': 0.0,\n",
       "    '203849': 0.0,\n",
       "    '204324': 0.0,\n",
       "    '204329': 0.0,\n",
       "    '1628276': 0.0,\n",
       "    '1628932': 0.0,\n",
       "    '1629498': 0.0,\n",
       "    '1631013': 0.0},\n",
       "   {'stat': '14ft-3pt OReb%',\n",
       "    '203833': 0.0,\n",
       "    '203849': 0,\n",
       "    '204324': 0.5,\n",
       "    '204329': 0,\n",
       "    '1628276': 0.0,\n",
       "    '1628932': 0.0,\n",
       "    '1629498': 0.0,\n",
       "    '1631013': 0},\n",
       "   {'stat': 'Above Break 3 OReb%',\n",
       "    '203833': 0.0,\n",
       "    '203849': 0.0,\n",
       "    '204324': 0.0,\n",
       "    '204329': 0.5,\n",
       "    '1628276': 0.0,\n",
       "    '1628932': 0.0,\n",
       "    '1629498': 0.25,\n",
       "    '1631013': 0.0},\n",
       "   {'stat': 'Corner 3 OReb%',\n",
       "    '203833': 0.0,\n",
       "    '203849': 0.0,\n",
       "    '204324': 0.0,\n",
       "    '204329': 0.0,\n",
       "    '1628276': 0.0,\n",
       "    '1628932': 0.0,\n",
       "    '1629498': 0.0,\n",
       "    '1631013': 0.0},\n",
       "   {'stat': '2pt OReb%',\n",
       "    '203833': '0.0 (0/9)',\n",
       "    '203849': '0.0 (0/4)',\n",
       "    '204324': '0.222 (2/9)',\n",
       "    '204329': '0.0 (0/4)',\n",
       "    '1628276': '0.0 (0/9)',\n",
       "    '1628932': '0.0 (0/7)',\n",
       "    '1629498': '0.0 (0/9)',\n",
       "    '1631013': '0.0 (0/4)'},\n",
       "   {'stat': '3pt OReb%',\n",
       "    '203833': '0.0 (0/3)',\n",
       "    '203849': '0.0 (0/3)',\n",
       "    '204324': '0.0 (0/3)',\n",
       "    '204329': '0.333 (1/3)',\n",
       "    '1628276': '0.0 (0/6)',\n",
       "    '1628932': '0.0 (0/3)',\n",
       "    '1629498': '0.167 (1/6)',\n",
       "    '1631013': '0.0 (0/3)'},\n",
       "   {'stat': 'FT OReb%',\n",
       "    '203833': '0.0 (0/1)',\n",
       "    '203849': '0 (0/0)',\n",
       "    '204324': '0.0 (0/1)',\n",
       "    '204329': '0 (0/0)',\n",
       "    '1628276': '0.0 (0/1)',\n",
       "    '1628932': '0.0 (0/1)',\n",
       "    '1629498': '0.0 (0/1)',\n",
       "    '1631013': '0 (0/0)'},\n",
       "   {'stat': '2pt Shooting Fouls Drawn',\n",
       "    '203833': 0,\n",
       "    '203849': 0,\n",
       "    '204324': 2,\n",
       "    '204329': 0,\n",
       "    '1628276': 0,\n",
       "    '1628932': 1,\n",
       "    '1629498': 1,\n",
       "    '1631013': 0},\n",
       "   {'stat': '2pt And1s',\n",
       "    '203833': 0,\n",
       "    '203849': 0,\n",
       "    '204324': 1,\n",
       "    '204329': 0,\n",
       "    '1628276': 0,\n",
       "    '1628932': 0,\n",
       "    '1629498': 0,\n",
       "    '1631013': 0},\n",
       "   {'stat': '3pt Shooting Fouls Drawn',\n",
       "    '203833': 1,\n",
       "    '203849': 0,\n",
       "    '204324': 0,\n",
       "    '204329': 0,\n",
       "    '1628276': 0,\n",
       "    '1628932': 0,\n",
       "    '1629498': 0,\n",
       "    '1631013': 0},\n",
       "   {'stat': '3pt And1s',\n",
       "    '203833': 0,\n",
       "    '203849': 0,\n",
       "    '204324': 0,\n",
       "    '204329': 0,\n",
       "    '1628276': 0,\n",
       "    '1628932': 0,\n",
       "    '1629498': 0,\n",
       "    '1631013': 0},\n",
       "   {'stat': 'Non-shooting Free Throw Trips',\n",
       "    '203833': 0,\n",
       "    '203849': 0,\n",
       "    '204324': 0,\n",
       "    '204329': 0,\n",
       "    '1628276': 0,\n",
       "    '1628932': 0,\n",
       "    '1629498': 0,\n",
       "    '1631013': 0},\n",
       "   {'stat': '0-4ft Assists',\n",
       "    '203833': 2,\n",
       "    '203849': 0,\n",
       "    '204324': 0,\n",
       "    '204329': 0,\n",
       "    '1628276': 1,\n",
       "    '1628932': 0,\n",
       "    '1629498': 3,\n",
       "    '1631013': 0},\n",
       "   {'stat': '4-14ft Assists',\n",
       "    '203833': 0,\n",
       "    '203849': 0,\n",
       "    '204324': 0,\n",
       "    '204329': 0,\n",
       "    '1628276': 0,\n",
       "    '1628932': 0,\n",
       "    '1629498': 0,\n",
       "    '1631013': 0},\n",
       "   {'stat': '14ft-3pt Assists',\n",
       "    '203833': 0,\n",
       "    '203849': 0,\n",
       "    '204324': 0,\n",
       "    '204329': 0,\n",
       "    '1628276': 1,\n",
       "    '1628932': 0,\n",
       "    '1629498': 1,\n",
       "    '1631013': 0},\n",
       "   {'stat': 'Above Break 3 Assists',\n",
       "    '203833': 0,\n",
       "    '203849': 1,\n",
       "    '204324': 0,\n",
       "    '204329': 0,\n",
       "    '1628276': 0,\n",
       "    '1628932': 0,\n",
       "    '1629498': 1,\n",
       "    '1631013': 0},\n",
       "   {'stat': 'Corner 3 Assists',\n",
       "    '203833': 0,\n",
       "    '203849': 0,\n",
       "    '204324': 0,\n",
       "    '204329': 0,\n",
       "    '1628276': 0,\n",
       "    '1628932': 0,\n",
       "    '1629498': 0,\n",
       "    '1631013': 0},\n",
       "   {'stat': 'Assist Points',\n",
       "    '203833': 4,\n",
       "    '203849': 3,\n",
       "    '204324': 0,\n",
       "    '204329': 0,\n",
       "    '1628276': 4,\n",
       "    '1628932': 0,\n",
       "    '1629498': 11,\n",
       "    '1631013': 0},\n",
       "   {'stat': 'Fouls',\n",
       "    '203833': 0,\n",
       "    '203849': 1,\n",
       "    '204324': 0,\n",
       "    '204329': 0,\n",
       "    '1628276': 0,\n",
       "    '1628932': 0,\n",
       "    '1629498': 0,\n",
       "    '1631013': 0}],\n",
       "  'game_info': {'home_score': 33,\n",
       "   'home_team': 'Chicago Sky',\n",
       "   'visitor_score': 43,\n",
       "   'visitor_team': 'Las Vegas Aces',\n",
       "   'status': 'Q2 03:10',\n",
       "   'clock': ''},\n",
       "  'home_headers': [{'field': 'stat', 'label': 'Stat'},\n",
       "   {'field': '1627674', 'label': 'Kahleah Copper*'},\n",
       "   {'field': '203416', 'label': 'Emma Meesseman*'},\n",
       "   {'field': '201496', 'label': 'Candace Parker'},\n",
       "   {'field': '201516', 'label': 'Allie Quigley*'},\n",
       "   {'field': '202664', 'label': 'Courtney Vandersloot*'},\n",
       "   {'field': '1630389', 'label': 'Dana Evans'},\n",
       "   {'field': '1628922', 'label': 'Azurá Stevens*'},\n",
       "   {'field': '203822', 'label': 'Rebekah Gardner'},\n",
       "   {'field': '1630113', 'label': 'Ruthy Hebard'}],\n",
       "  'visitor_headers': [{'field': 'stat', 'label': 'Stat'},\n",
       "   {'field': '1629498', 'label': 'Jackie Young*'},\n",
       "   {'field': '204324', 'label': 'Dearica Hamby*'},\n",
       "   {'field': '1628932', 'label': \"A'ja Wilson*\"},\n",
       "   {'field': '1628276', 'label': 'Kelsey Plum*'},\n",
       "   {'field': '203833', 'label': 'Chelsea Gray*'},\n",
       "   {'field': '203849', 'label': 'Theresa Plaisance'},\n",
       "   {'field': '1631013', 'label': 'Aisha Sheppard'},\n",
       "   {'field': '204329', 'label': 'Kiah Stokes'}]}}"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "game_id = \"1022200047\"\n",
    "result_type = \"player\"\n",
    "url = f\"https://api.pbpstats.com/live/game/{game_id}/{result_type}\"\n",
    "response = requests.get(url)\n",
    "response_json = response.json()\n",
    "response_json # rows map player id to stat value"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3e8905d6-a652-4de8-ac31-3734649dbdc8",
   "metadata": {},
   "source": [
    "### Possession Start Stats"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "72788977-c562-427b-a54b-1cd9af1b9665",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': 'Q2 03:10',\n",
       " 'game_data': {'rows': [{'mode': 'span',\n",
       "    'label': 'All',\n",
       "    'html': False,\n",
       "    'children': [{'stat': 'Points', 'home': 33.0, 'visitor': 43.0},\n",
       "     {'stat': 'Possessions', 'home': 34.0, 'visitor': 34.0},\n",
       "     {'stat': 'Seconds Per Possession', 'home': 15.0, 'visitor': 14.5}]},\n",
       "   {'mode': 'span',\n",
       "    'label': 'Off Any Missed FG',\n",
       "    'html': False,\n",
       "    'children': [{'stat': 'Points', 'home': 18.0, 'visitor': 18.0},\n",
       "     {'stat': 'Possessions', 'home': 13.0, 'visitor': 14.0},\n",
       "     {'stat': 'Seconds Per Possession', 'home': 10.1, 'visitor': 10.5}]},\n",
       "   {'mode': 'span',\n",
       "    'label': 'Off Any Missed 2',\n",
       "    'html': False,\n",
       "    'children': [{'stat': 'Points', 'home': 10.0, 'visitor': 6.0},\n",
       "     {'stat': 'Possessions', 'home': 9.0, 'visitor': 6.0},\n",
       "     {'stat': 'Seconds Per Possession', 'home': 9.1, 'visitor': 11.0}]},\n",
       "   {'mode': 'span',\n",
       "    'label': 'Off Any Missed 3',\n",
       "    'html': False,\n",
       "    'children': [{'stat': 'Points', 'home': 8.0, 'visitor': 12.0},\n",
       "     {'stat': 'Possessions', 'home': 4.0, 'visitor': 8.0},\n",
       "     {'stat': 'Seconds Per Possession', 'home': 12.3, 'visitor': 10.1}]},\n",
       "   {'mode': 'span',\n",
       "    'label': 'Off Any Made FG',\n",
       "    'html': False,\n",
       "    'children': [{'stat': 'Points', 'home': 15.0, 'visitor': 16.0},\n",
       "     {'stat': 'Possessions', 'home': 13.0, 'visitor': 12.0},\n",
       "     {'stat': 'Seconds Per Possession', 'home': 16.7, 'visitor': 18.9}]},\n",
       "   {'mode': 'span',\n",
       "    'label': 'Off FT Make',\n",
       "    'html': False,\n",
       "    'children': [{'stat': 'Points', 'home': 0, 'visitor': 0},\n",
       "     {'stat': 'Possessions', 'home': 4.0, 'visitor': 0},\n",
       "     {'stat': 'Seconds Per Possession', 'home': 22.0, 'visitor': 0}]},\n",
       "   {'mode': 'span',\n",
       "    'label': 'Off FT Miss',\n",
       "    'html': False,\n",
       "    'children': [{'stat': 'Points', 'home': 0, 'visitor': 0},\n",
       "     {'stat': 'Possessions', 'home': 1.0, 'visitor': 1.0},\n",
       "     {'stat': 'Seconds Per Possession', 'home': 30.0, 'visitor': 17.0}]},\n",
       "   {'mode': 'span',\n",
       "    'label': 'Off Steal',\n",
       "    'html': False,\n",
       "    'children': [{'stat': 'Points', 'home': 0, 'visitor': 0},\n",
       "     {'stat': 'Possessions', 'home': 0, 'visitor': 1.0},\n",
       "     {'stat': 'Seconds Per Possession', 'home': 0, 'visitor': 6.0}]},\n",
       "   {'mode': 'span',\n",
       "    'label': 'Off Dead Ball',\n",
       "    'html': False,\n",
       "    'children': [{'stat': 'Points', 'home': 0, 'visitor': 4.0},\n",
       "     {'stat': 'Possessions', 'home': 2.0, 'visitor': 4.0},\n",
       "     {'stat': 'Seconds Per Possession', 'home': 12.0, 'visitor': 17.2}]},\n",
       "   {'mode': 'span',\n",
       "    'label': 'Off Timeout',\n",
       "    'html': False,\n",
       "    'children': [{'stat': 'Points', 'home': 0, 'visitor': 5.0},\n",
       "     {'stat': 'Possessions', 'home': 1.0, 'visitor': 2.0},\n",
       "     {'stat': 'Seconds Per Possession', 'home': 20.0, 'visitor': 14.5}]}],\n",
       "  'game_info': {'home_score': 33,\n",
       "   'home_team': 'Chicago Sky',\n",
       "   'visitor_score': 43,\n",
       "   'visitor_team': 'Las Vegas Aces',\n",
       "   'status': 'Q2 03:10',\n",
       "   'clock': ''},\n",
       "  'headers': [{'field': 'stat', 'label': 'Stat'},\n",
       "   {'field': 'home', 'label': 'Chicago Sky'},\n",
       "   {'field': 'visitor', 'label': 'Las Vegas Aces'}]}}"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "game_id = \"1022200047\"\n",
    "result_type = \"possession-start\"\n",
    "url = f\"https://api.pbpstats.com/live/game/{game_id}/{result_type}\"\n",
    "response = requests.get(url)\n",
    "response_json = response.json()\n",
    "response_json"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "74a606ef-55b4-4603-92ee-ad46a14f2084",
   "metadata": {},
   "source": [
    "### Game Flow"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "e3d1bf34-9dec-409c-a847-40365b33b503",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': 'Q2 03:10',\n",
       " 'game_data': {'home_stints': [{'name': 'Kahleah Copper',\n",
       "    'stints': [{'start_time': 0.0, 'end_time': 507.0},\n",
       "     {'start_time': 833.0, 'end_time': 1004.0}]},\n",
       "   {'name': 'Emma Meesseman',\n",
       "    'stints': [{'start_time': 0.0, 'end_time': 465.0},\n",
       "     {'start_time': 866.0, 'end_time': 1004.0}]},\n",
       "   {'name': 'Candace Parker',\n",
       "    'stints': [{'start_time': 0.0, 'end_time': 391.0},\n",
       "     {'start_time': 507.0, 'end_time': 600.0},\n",
       "     {'start_time': 600.0, 'end_time': 866.0}]},\n",
       "   {'name': 'Allie Quigley',\n",
       "    'stints': [{'start_time': 0.0, 'end_time': 391.0},\n",
       "     {'start_time': 774.0, 'end_time': 1004.0}]},\n",
       "   {'name': 'Courtney Vandersloot',\n",
       "    'stints': [{'start_time': 0.0, 'end_time': 391.0},\n",
       "     {'start_time': 774.0, 'end_time': 1004.0}]},\n",
       "   {'name': 'Dana Evans',\n",
       "    'stints': [{'start_time': 391.0, 'end_time': 600.0},\n",
       "     {'start_time': 600.0, 'end_time': 774.0}]},\n",
       "   {'name': 'Azurá Stevens',\n",
       "    'stints': [{'start_time': 391.0, 'end_time': 600.0},\n",
       "     {'start_time': 600.0, 'end_time': 1004.0}]},\n",
       "   {'name': 'Rebekah Gardner',\n",
       "    'stints': [{'start_time': 391.0, 'end_time': 600.0},\n",
       "     {'start_time': 600.0, 'end_time': 833.0}]},\n",
       "   {'name': 'Ruthy Hebard',\n",
       "    'stints': [{'start_time': 465.0, 'end_time': 600.0},\n",
       "     {'start_time': 600.0, 'end_time': 774.0}]}],\n",
       "  'visitor_stints': [{'name': 'Jackie Young',\n",
       "    'stints': [{'start_time': 0.0, 'end_time': 600.0},\n",
       "     {'start_time': 774.0, 'end_time': 1004.0}]},\n",
       "   {'name': 'Dearica Hamby',\n",
       "    'stints': [{'start_time': 0.0, 'end_time': 391.0},\n",
       "     {'start_time': 600.0, 'end_time': 1004.0}]},\n",
       "   {'name': \"A'ja Wilson\",\n",
       "    'stints': [{'start_time': 0.0, 'end_time': 412.0},\n",
       "     {'start_time': 774.0, 'end_time': 1004.0}]},\n",
       "   {'name': 'Kelsey Plum',\n",
       "    'stints': [{'start_time': 0.0, 'end_time': 600.0},\n",
       "     {'start_time': 774.0, 'end_time': 1004.0}]},\n",
       "   {'name': 'Chelsea Gray',\n",
       "    'stints': [{'start_time': 0.0, 'end_time': 412.0},\n",
       "     {'start_time': 600.0, 'end_time': 1004.0}]},\n",
       "   {'name': 'Theresa Plaisance',\n",
       "    'stints': [{'start_time': 391.0, 'end_time': 600.0},\n",
       "     {'start_time': 600.0, 'end_time': 774.0}]},\n",
       "   {'name': 'Aisha Sheppard',\n",
       "    'stints': [{'start_time': 412.0, 'end_time': 600.0},\n",
       "     {'start_time': 600.0, 'end_time': 774.0}]},\n",
       "   {'name': 'Kiah Stokes',\n",
       "    'stints': [{'start_time': 412.0, 'end_time': 600.0},\n",
       "     {'start_time': 600.0, 'end_time': 774.0}]}],\n",
       "  'game_info': {'home_score': 33,\n",
       "   'home_team': 'Chicago Sky',\n",
       "   'visitor_score': 43,\n",
       "   'visitor_team': 'Las Vegas Aces',\n",
       "   'status': 'Q2 03:10',\n",
       "   'clock': ''},\n",
       "  'score_margins': [{'start_time': 0.0, 'end_time': 4.0, 'margin': 0},\n",
       "   {'start_time': 4.0, 'end_time': 15.0, 'margin': 0},\n",
       "   {'start_time': 15.0, 'end_time': 17.0, 'margin': 0},\n",
       "   {'start_time': 17.0, 'end_time': 23.0, 'margin': 0},\n",
       "   {'start_time': 23.0, 'end_time': 44.0, 'margin': 2},\n",
       "   {'start_time': 44.0, 'end_time': 46.0, 'margin': 2},\n",
       "   {'start_time': 46.0, 'end_time': 52.0, 'margin': 2},\n",
       "   {'start_time': 52.0, 'end_time': 56.0, 'margin': 2},\n",
       "   {'start_time': 56.0, 'end_time': 65.0, 'margin': 2},\n",
       "   {'start_time': 65.0, 'end_time': 81.0, 'margin': 0},\n",
       "   {'start_time': 81.0, 'end_time': 82.0, 'margin': 0},\n",
       "   {'start_time': 82.0, 'end_time': 99.0, 'margin': 0},\n",
       "   {'start_time': 99.0, 'end_time': 111.0, 'margin': -2},\n",
       "   {'start_time': 111.0, 'end_time': 112.0, 'margin': -2},\n",
       "   {'start_time': 112.0, 'end_time': 114.0, 'margin': -2},\n",
       "   {'start_time': 114.0, 'end_time': 117.0, 'margin': -2},\n",
       "   {'start_time': 117.0, 'end_time': 126.0, 'margin': -2},\n",
       "   {'start_time': 126.0, 'end_time': 132.0, 'margin': -2},\n",
       "   {'start_time': 132.0, 'end_time': 140.0, 'margin': -2},\n",
       "   {'start_time': 140.0, 'end_time': 145.0, 'margin': -2},\n",
       "   {'start_time': 145.0, 'end_time': 160.0, 'margin': 0},\n",
       "   {'start_time': 160.0, 'end_time': 173.0, 'margin': -2},\n",
       "   {'start_time': 173.0, 'end_time': 191.0, 'margin': 1},\n",
       "   {'start_time': 191.0, 'end_time': 203.0, 'margin': -1},\n",
       "   {'start_time': 203.0, 'end_time': 207.0, 'margin': -1},\n",
       "   {'start_time': 207.0, 'end_time': 214.0, 'margin': -1},\n",
       "   {'start_time': 214.0, 'end_time': 217.0, 'margin': -1},\n",
       "   {'start_time': 217.0, 'end_time': 226.0, 'margin': -1},\n",
       "   {'start_time': 226.0, 'end_time': 227.0, 'margin': -1},\n",
       "   {'start_time': 227.0, 'end_time': 235.0, 'margin': -1},\n",
       "   {'start_time': 235.0, 'end_time': 252.0, 'margin': -3},\n",
       "   {'start_time': 252.0, 'end_time': 256.0, 'margin': -3},\n",
       "   {'start_time': 256.0, 'end_time': 260.0, 'margin': -3},\n",
       "   {'start_time': 260.0, 'end_time': 264.0, 'margin': -5},\n",
       "   {'start_time': 264.0, 'end_time': 285.0, 'margin': -5},\n",
       "   {'start_time': 285.0, 'end_time': 287.0, 'margin': -5},\n",
       "   {'start_time': 287.0, 'end_time': 292.0, 'margin': -5},\n",
       "   {'start_time': 292.0, 'end_time': 294.0, 'margin': -5},\n",
       "   {'start_time': 294.0, 'end_time': 307.0, 'margin': -5},\n",
       "   {'start_time': 307.0, 'end_time': 326.0, 'margin': -7},\n",
       "   {'start_time': 326.0, 'end_time': 343.0, 'margin': -5},\n",
       "   {'start_time': 343.0, 'end_time': 346.0, 'margin': -5},\n",
       "   {'start_time': 346.0, 'end_time': 358.0, 'margin': -5},\n",
       "   {'start_time': 358.0, 'end_time': 360.0, 'margin': -5},\n",
       "   {'start_time': 360.0, 'end_time': 362.0, 'margin': -5},\n",
       "   {'start_time': 362.0, 'end_time': 365.0, 'margin': -5},\n",
       "   {'start_time': 365.0, 'end_time': 371.0, 'margin': -5},\n",
       "   {'start_time': 371.0, 'end_time': 376.0, 'margin': -5},\n",
       "   {'start_time': 376.0, 'end_time': 385.0, 'margin': -5},\n",
       "   {'start_time': 385.0, 'end_time': 391.0, 'margin': -2},\n",
       "   {'start_time': 391.0, 'end_time': 397.0, 'margin': -2},\n",
       "   {'start_time': 397.0, 'end_time': 412.0, 'margin': -4},\n",
       "   {'start_time': 412.0, 'end_time': 414.0, 'margin': -3},\n",
       "   {'start_time': 414.0, 'end_time': 429.0, 'margin': -3},\n",
       "   {'start_time': 429.0, 'end_time': 431.0, 'margin': -3},\n",
       "   {'start_time': 431.0, 'end_time': 441.0, 'margin': -3},\n",
       "   {'start_time': 441.0, 'end_time': 452.0, 'margin': -1},\n",
       "   {'start_time': 452.0, 'end_time': 465.0, 'margin': -4},\n",
       "   {'start_time': 465.0, 'end_time': 467.0, 'margin': -4},\n",
       "   {'start_time': 467.0, 'end_time': 480.0, 'margin': -4},\n",
       "   {'start_time': 480.0, 'end_time': 485.0, 'margin': -4},\n",
       "   {'start_time': 485.0, 'end_time': 504.0, 'margin': -4},\n",
       "   {'start_time': 504.0, 'end_time': 506.0, 'margin': -4},\n",
       "   {'start_time': 506.0, 'end_time': 507.0, 'margin': -1},\n",
       "   {'start_time': 507.0, 'end_time': 523.0, 'margin': -1},\n",
       "   {'start_time': 523.0, 'end_time': 540.0, 'margin': -4},\n",
       "   {'start_time': 540.0, 'end_time': 551.5, 'margin': -1},\n",
       "   {'start_time': 551.5, 'end_time': 553.3, 'margin': -1},\n",
       "   {'start_time': 553.3, 'end_time': 562.4, 'margin': -1},\n",
       "   {'start_time': 562.4, 'end_time': 575.8, 'margin': 1},\n",
       "   {'start_time': 575.8, 'end_time': 580.4, 'margin': 1},\n",
       "   {'start_time': 580.4, 'end_time': 588.8, 'margin': 1},\n",
       "   {'start_time': 588.8, 'end_time': 590.4, 'margin': 1},\n",
       "   {'start_time': 590.4, 'end_time': 600.0, 'margin': 1},\n",
       "   {'start_time': 600.0, 'end_time': 622.0, 'margin': 1},\n",
       "   {'start_time': 622.0, 'end_time': 624.0, 'margin': 1},\n",
       "   {'start_time': 624.0, 'end_time': 633.0, 'margin': 1},\n",
       "   {'start_time': 633.0, 'end_time': 634.0, 'margin': 1},\n",
       "   {'start_time': 634.0, 'end_time': 635.0, 'margin': 1},\n",
       "   {'start_time': 635.0, 'end_time': 653.0, 'margin': -1},\n",
       "   {'start_time': 653.0, 'end_time': 656.0, 'margin': -1},\n",
       "   {'start_time': 656.0, 'end_time': 669.0, 'margin': -1},\n",
       "   {'start_time': 669.0, 'end_time': 686.0, 'margin': -4},\n",
       "   {'start_time': 686.0, 'end_time': 714.0, 'margin': -2},\n",
       "   {'start_time': 714.0, 'end_time': 716.0, 'margin': -2},\n",
       "   {'start_time': 716.0, 'end_time': 725.0, 'margin': -2},\n",
       "   {'start_time': 725.0, 'end_time': 742.0, 'margin': 0},\n",
       "   {'start_time': 742.0, 'end_time': 753.0, 'margin': -2},\n",
       "   {'start_time': 753.0, 'end_time': 774.0, 'margin': 0},\n",
       "   {'start_time': 774.0, 'end_time': 785.0, 'margin': -3},\n",
       "   {'start_time': 785.0, 'end_time': 801.0, 'margin': -3},\n",
       "   {'start_time': 801.0, 'end_time': 802.0, 'margin': -3},\n",
       "   {'start_time': 802.0, 'end_time': 805.0, 'margin': -3},\n",
       "   {'start_time': 805.0, 'end_time': 818.0, 'margin': -5},\n",
       "   {'start_time': 818.0, 'end_time': 833.0, 'margin': -5},\n",
       "   {'start_time': 833.0, 'end_time': 846.0, 'margin': -7},\n",
       "   {'start_time': 846.0, 'end_time': 849.0, 'margin': -7},\n",
       "   {'start_time': 849.0, 'end_time': 856.0, 'margin': -7},\n",
       "   {'start_time': 856.0, 'end_time': 859.0, 'margin': -7},\n",
       "   {'start_time': 859.0, 'end_time': 861.0, 'margin': -7},\n",
       "   {'start_time': 861.0, 'end_time': 866.0, 'margin': -9},\n",
       "   {'start_time': 866.0, 'end_time': 879.0, 'margin': -9},\n",
       "   {'start_time': 879.0, 'end_time': 881.0, 'margin': -9},\n",
       "   {'start_time': 881.0, 'end_time': 894.0, 'margin': -9},\n",
       "   {'start_time': 894.0, 'end_time': 906.0, 'margin': -9},\n",
       "   {'start_time': 906.0, 'end_time': 908.0, 'margin': -9},\n",
       "   {'start_time': 908.0, 'end_time': 917.0, 'margin': -9},\n",
       "   {'start_time': 917.0, 'end_time': 924.0, 'margin': -9},\n",
       "   {'start_time': 924.0, 'end_time': 939.0, 'margin': -10},\n",
       "   {'start_time': 939.0, 'end_time': 945.0, 'margin': -10},\n",
       "   {'start_time': 945.0, 'end_time': 947.0, 'margin': -10},\n",
       "   {'start_time': 947.0, 'end_time': 952.0, 'margin': -10},\n",
       "   {'start_time': 952.0, 'end_time': 954.0, 'margin': -10},\n",
       "   {'start_time': 954.0, 'end_time': 958.0, 'margin': -10},\n",
       "   {'start_time': 958.0, 'end_time': 970.0, 'margin': -8},\n",
       "   {'start_time': 970.0, 'end_time': 980.0, 'margin': -10},\n",
       "   {'start_time': 980.0, 'end_time': 993.0, 'margin': -8},\n",
       "   {'start_time': 993.0, 'end_time': 998.0, 'margin': -10},\n",
       "   {'start_time': 998.0, 'end_time': 1002.0, 'margin': -10},\n",
       "   {'start_time': 1002.0, 'end_time': 1004.0, 'margin': -10},\n",
       "   {'start_time': 1002.0, 'end_time': 1004.0, 'margin': -10}],\n",
       "  'max_time': 2400}}"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "game_id = \"1022200047\"\n",
    "result_type = \"game-flow\"\n",
    "url = f\"https://api.pbpstats.com/live/game/{game_id}/{result_type}\"\n",
    "response = requests.get(url)\n",
    "response_json = response.json()\n",
    "response_json # start time and end time here are seconds into the game"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9931d059-6044-405f-85a0-1fbdd63491f4",
   "metadata": {},
   "source": [
    "### Possession-by-possession"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "2c00853d-321f-4829-ab36-ec6c9d4ff919",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': 'Q2 03:10',\n",
       " 'game_data': {'possessions': [{'home_team_on_offense': False,\n",
       "    'start_type': 'OffDeadball',\n",
       "    'possession_length': 17.0,\n",
       "    'events': ['10:00 Start Period',\n",
       "     '09:56 Jump Ball Wilson vs Meesseman (Gray gains possession)',\n",
       "     '09:45 Hamby Jump Bank Shot: Missed',\n",
       "     '09:43 Parker Rebound (Off:0 Def:1)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': True,\n",
       "    'number': 1,\n",
       "    'score': '0 - 0'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffShortMidRangeMiss',\n",
       "    'possession_length': 6.0,\n",
       "    'events': ['09:37 Parker Driving Layup Shot: Made (2 PTS)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 2,\n",
       "    'score': '2 - 0'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffAtRimMake',\n",
       "    'possession_length': 23.0,\n",
       "    'events': ['09:16 Hamby Driving Layup Shot: Missed',\n",
       "     '09:14 Vandersloot Rebound (Off:0 Def:1)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 3,\n",
       "    'score': '2 - 0'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffAtRimMiss',\n",
       "    'possession_length': 10.0,\n",
       "    'events': ['09:08 Parker 3pt Shot: Missed',\n",
       "     '09:04 Wilson Rebound (Off:0 Def:1)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 4,\n",
       "    'score': '2 - 0'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffArc3Miss',\n",
       "    'possession_length': 9.0,\n",
       "    'events': ['08:55 Wilson Pullup Jump shot: Made (2 PTS)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 5,\n",
       "    'score': '2 - 2'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffShortMidRangeMake',\n",
       "    'possession_length': 17.0,\n",
       "    'events': ['08:39 Meesseman Jump Shot: Missed', '08:38 Team Rebound'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 6,\n",
       "    'score': '2 - 2'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffDeadball',\n",
       "    'possession_length': 17.0,\n",
       "    'events': ['08:38 Meesseman Foul: Loose Ball (1 PF)',\n",
       "     '08:21 Plum Driving Layup Shot: Made (2 PTS)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 7,\n",
       "    'score': '2 - 4'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffAtRimMake',\n",
       "    'possession_length': 33.0,\n",
       "    'events': ['08:09 Vandersloot Driving Reverse Layup Shot: Missed',\n",
       "     '08:08 Team Rebound',\n",
       "     '08:08 Stoppage: Out-of-Bounds',\n",
       "     '08:06 Copper Jump Shot: Missed',\n",
       "     '08:03 Meesseman Rebound (Off:1 Def:0)',\n",
       "     '07:54 Quigley Pullup Jump shot: Missed',\n",
       "     '07:48 Hamby Rebound (Off:0 Def:1)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 8,\n",
       "    'score': '2 - 4'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffLongMidRangeMiss',\n",
       "    'possession_length': 8.0,\n",
       "    'events': ['07:40 Young Driving Floating Bank Jump Shot: Missed',\n",
       "     '07:40 Vandersloot Rebound (Off:0 Def:2)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 9,\n",
       "    'score': '2 - 4'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffShortMidRangeMiss',\n",
       "    'possession_length': 5.0,\n",
       "    'events': ['07:35 Vandersloot Running Pull-Up Jump Shot: Made (2 PTS)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 10,\n",
       "    'score': '4 - 4'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffShortMidRangeMake',\n",
       "    'possession_length': 15.0,\n",
       "    'events': ['07:20 Wilson Jump Shot: Made (4 PTS) Assist: Plum (1 AST)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 11,\n",
       "    'score': '4 - 6'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffLongMidRangeMake',\n",
       "    'possession_length': 13.0,\n",
       "    'events': ['07:07 Vandersloot 3pt Shot: Made (5 PTS) Assist: Parker (1 AST)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 12,\n",
       "    'score': '7 - 6'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffCorner3Make',\n",
       "    'possession_length': 18.0,\n",
       "    'events': ['06:49 Gray Pullup Jump shot: Made (2 PTS)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 13,\n",
       "    'score': '7 - 8'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffLongMidRangeMake',\n",
       "    'possession_length': 16.0,\n",
       "    'events': ['06:37 Parker 3pt Shot: Missed',\n",
       "     '06:33 Plum Rebound (Off:0 Def:1)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 14,\n",
       "    'score': '7 - 8'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffArc3Miss',\n",
       "    'possession_length': 10.0,\n",
       "    'events': ['06:26 Wilson 3pt Shot: Missed',\n",
       "     '06:23 Meesseman Rebound (Off:1 Def:1)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 15,\n",
       "    'score': '7 - 8'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffArc3Miss',\n",
       "    'possession_length': 10.0,\n",
       "    'events': ['06:14 Quigley Driving Floating Jump Shot: Missed',\n",
       "     '06:13 Plum Rebound (Off:0 Def:2)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 16,\n",
       "    'score': '7 - 8'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffShortMidRangeMiss',\n",
       "    'possession_length': 8.0,\n",
       "    'events': ['06:05 Wilson Driving Layup Shot: Made (6 PTS) Assist: Gray (1 AST)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 17,\n",
       "    'score': '7 - 10'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffAtRimMake',\n",
       "    'possession_length': 21.0,\n",
       "    'events': ['05:48 Copper 3pt Shot: Missed',\n",
       "     '05:44 Hamby Rebound (Off:0 Def:2)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 18,\n",
       "    'score': '7 - 10'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffArc3Miss',\n",
       "    'possession_length': 8.0,\n",
       "    'events': ['05:40 Hamby Driving Layup Shot: Made (2 PTS) Assist: Plum (2 AST)',\n",
       "     '05:40 Parker Foul: Shooting (1 PF) (1 FTA)',\n",
       "     '05:40 Hamby Free Throw 1 of 1 Missed',\n",
       "     '05:36 Meesseman Rebound (Off:1 Def:2)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 19,\n",
       "    'score': '7 - 12'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffFTMiss',\n",
       "    'possession_length': 30.0,\n",
       "    'events': ['05:15 Copper Pullup Jump shot: Missed',\n",
       "     '05:13 Meesseman Rebound (Off:2 Def:2)',\n",
       "     '05:08 Copper Reverse Layup Shot: Missed',\n",
       "     '05:06 Wilson Rebound (Off:0 Def:2)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 20,\n",
       "    'score': '7 - 12'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffAtRimMiss',\n",
       "    'possession_length': 13.0,\n",
       "    'events': ['04:53 Hamby Cutting Layup Shot: Made (4 PTS) Assist: Young (1 AST)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 21,\n",
       "    'score': '7 - 14'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffAtRimMake',\n",
       "    'possession_length': 19.0,\n",
       "    'events': ['04:34 Meesseman Layup Shot: Made (2 PTS) Assist: Vandersloot (1 AST)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 22,\n",
       "    'score': '9 - 14'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffAtRimMake',\n",
       "    'possession_length': 20.0,\n",
       "    'events': ['04:17 Wilson Jump Shot: Missed',\n",
       "     '04:14 Parker Rebound (Off:0 Def:2)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 23,\n",
       "    'score': '9 - 14'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffLongMidRangeMiss',\n",
       "    'possession_length': 19.0,\n",
       "    'events': ['04:02 Quigley 3pt Shot: Missed',\n",
       "     '04:00 Parker Rebound (Off:1 Def:2)',\n",
       "     '03:58 Vandersloot 3pt Shot: Missed',\n",
       "     '03:55 Hamby Rebound (Off:0 Def:3)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 24,\n",
       "    'score': '9 - 14'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffArc3Miss',\n",
       "    'possession_length': 11.0,\n",
       "    'events': ['03:49 Young 3pt Shot: Missed',\n",
       "     '03:44 Quigley Rebound (Off:0 Def:1)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 25,\n",
       "    'score': '9 - 14'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffCorner3Miss',\n",
       "    'possession_length': 9.0,\n",
       "    'events': ['03:35 Copper 3pt Shot: Made (3 PTS) Assist: Meesseman (1 AST)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 26,\n",
       "    'score': '12 - 14'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffTimeout',\n",
       "    'possession_length': 12.0,\n",
       "    'events': ['03:29 Quigley Foul: Personal (1 PF)',\n",
       "     '03:29 Timeout Officials',\n",
       "     '03:29 Parker Substitution replaced by Gardner',\n",
       "     '03:29 Quigley Substitution replaced by Stevens',\n",
       "     '03:29 Vandersloot Substitution replaced by Evans',\n",
       "     '03:29 Hamby Substitution replaced by Plaisance',\n",
       "     '03:23 Plum Driving Layup Shot: Made (4 PTS)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 27,\n",
       "    'score': '12 - 16'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffAtRimMake',\n",
       "    'possession_length': 17.0,\n",
       "    'events': ['03:08 Plaisance Foul: Shooting (1 PF) (2 FTA)',\n",
       "     '03:08 Copper Free Throw 1 of 2 (4 PTS)',\n",
       "     '03:08 Gray Substitution replaced by Stokes',\n",
       "     '03:08 Wilson Substitution replaced by Sheppard',\n",
       "     '03:08 Copper Free Throw 2 of 2 Missed',\n",
       "     '03:06 Stokes Rebound (Off:0 Def:1)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 28,\n",
       "    'score': '13 - 16'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffFTMiss',\n",
       "    'possession_length': 17.0,\n",
       "    'events': ['02:51 Young Driving Layup Shot: Missed',\n",
       "     '02:49 Stevens Rebound (Off:0 Def:1)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 29,\n",
       "    'score': '13 - 16'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffAtRimMiss',\n",
       "    'possession_length': 10.0,\n",
       "    'events': ['02:39 Evans Driving Layup Shot: Made (2 PTS) Assist: Meesseman (2 AST)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 30,\n",
       "    'score': '15 - 16'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffAtRimMake',\n",
       "    'possession_length': 11.0,\n",
       "    'events': ['02:28 Plum 3pt Shot: Made (7 PTS) Assist: Young (2 AST)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 31,\n",
       "    'score': '15 - 19'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffArc3Make',\n",
       "    'possession_length': 13.0,\n",
       "    'events': ['02:15 Gardner Turnover : Out of Bounds - Bad Pass Turnover (1 TO)'],\n",
       "    'possession_result': 'turnover',\n",
       "    'start_period': False,\n",
       "    'number': 32,\n",
       "    'score': '15 - 19'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffDeadball',\n",
       "    'possession_length': 20.0,\n",
       "    'events': ['02:15 Meesseman Substitution replaced by Hebard',\n",
       "     '02:13 Stoppage: Out-of-Bounds',\n",
       "     '02:00 Plaisance 3pt Shot: Missed',\n",
       "     '01:55 Stevens Rebound (Off:0 Def:2)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 33,\n",
       "    'score': '15 - 19'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffCorner3Miss',\n",
       "    'possession_length': 21.0,\n",
       "    'events': ['01:36 Copper Pullup Jump shot: Missed',\n",
       "     '01:34 Copper Rebound (Off:1 Def:0)',\n",
       "     '01:34 Evans 3pt Shot: Made (5 PTS) Assist: Copper (1 AST)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 34,\n",
       "    'score': '18 - 19'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffTimeout',\n",
       "    'possession_length': 17.0,\n",
       "    'events': ['01:33 Team Timeout : Regular',\n",
       "     '01:33 Copper Substitution replaced by Parker',\n",
       "     '01:17 Plum 3pt Shot: Made (10 PTS) Assist: Plaisance (1 AST)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 35,\n",
       "    'score': '18 - 22'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffArc3Make',\n",
       "    'possession_length': 17.0,\n",
       "    'events': ['01:00 Parker 3pt Shot: Made (5 PTS) Assist: Evans (1 AST)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 36,\n",
       "    'score': '21 - 22'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffArc3Make',\n",
       "    'possession_length': 13.0,\n",
       "    'events': ['00:48.5 Plum 3pt Shot: Missed',\n",
       "     '00:46.7 Evans Rebound (Off:0 Def:1)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 37,\n",
       "    'score': '21 - 22'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffArc3Miss',\n",
       "    'possession_length': 9.0,\n",
       "    'events': ['00:37.6 Parker Turnaround Fadeaway shot: Made (7 PTS)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 38,\n",
       "    'score': '23 - 22'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffShortMidRangeMake',\n",
       "    'possession_length': 28.0,\n",
       "    'events': ['00:24.2 Plaisance 3pt Shot: Missed',\n",
       "     '00:19.6 Stokes Rebound (Off:1 Def:1)',\n",
       "     '00:11.2 Plaisance Cutting Layup Shot: Missed',\n",
       "     '00:09.6 Evans Rebound (Off:0 Def:2)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 39,\n",
       "    'score': '23 - 22'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffAtRimMiss',\n",
       "    'possession_length': 10.0,\n",
       "    'events': ['00:00.0 Parker 3pt Shot: Missed',\n",
       "     '00:00.0 Team Rebound',\n",
       "     '00:00.0 End Period'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 40,\n",
       "    'score': '23 - 22'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffDeadball',\n",
       "    'possession_length': 24.0,\n",
       "    'events': ['10:00 Start Period',\n",
       "     '09:38 Stevens 3pt Shot: Missed',\n",
       "     '09:36 Stokes Rebound (Off:1 Def:2)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': True,\n",
       "    'number': 41,\n",
       "    'score': '23 - 22'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffArc3Miss',\n",
       "    'possession_length': 11.0,\n",
       "    'events': ['09:27 Hamby Cutting Layup Shot: Missed',\n",
       "     '09:26 Hamby Rebound (Off:1 Def:3)',\n",
       "     '09:25 Hebard Foul: Shooting (1 PF) (2 FTA)',\n",
       "     '09:25 Hamby Free Throw 1 of 2 (5 PTS)',\n",
       "     '09:25 Hamby Free Throw 2 of 2 (6 PTS)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 42,\n",
       "    'score': '23 - 24'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffFTMake',\n",
       "    'possession_length': 21.0,\n",
       "    'events': ['09:07 Evans 3pt Shot: Missed',\n",
       "     '09:04 Sheppard Rebound (Off:0 Def:1)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 43,\n",
       "    'score': '23 - 24'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffArc3Miss',\n",
       "    'possession_length': 13.0,\n",
       "    'events': ['08:51 Gray 3pt Shot: Made (5 PTS)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 44,\n",
       "    'score': '23 - 27'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffArc3Make',\n",
       "    'possession_length': 17.0,\n",
       "    'events': ['08:34 Gardner Pullup Jump shot: Made (2 PTS) Assist: Parker (2 AST)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 45,\n",
       "    'score': '25 - 27'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffLongMidRangeMake',\n",
       "    'possession_length': 30.0,\n",
       "    'events': ['08:06 Gray Fadeaway Jump Shot: Missed',\n",
       "     '08:04 Parker Rebound (Off:1 Def:3)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 46,\n",
       "    'score': '25 - 27'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffShortMidRangeMiss',\n",
       "    'possession_length': 9.0,\n",
       "    'events': ['07:55 Stevens Turnaround Jump Shot: Made (2 PTS)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 47,\n",
       "    'score': '27 - 27'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffShortMidRangeMake',\n",
       "    'possession_length': 17.0,\n",
       "    'events': ['07:38 Gray Driving Layup Shot: Made (7 PTS)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 48,\n",
       "    'score': '27 - 29'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffAtRimMake',\n",
       "    'possession_length': 11.0,\n",
       "    'events': ['07:27 Hebard Cutting Layup Shot: Made (2 PTS) Assist: Gardner (1 AST)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 49,\n",
       "    'score': '29 - 29'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffAtRimMake',\n",
       "    'possession_length': 21.0,\n",
       "    'events': ['07:06 Gardner Foul: Shooting (1 PF) (3 FTA)',\n",
       "     '07:06 Gray Free Throw 1 of 3 (8 PTS)',\n",
       "     '07:06 Gray Free Throw 2 of 3 (9 PTS)',\n",
       "     '07:06 Evans Substitution replaced by Vandersloot',\n",
       "     '07:06 Hebard Substitution replaced by Quigley',\n",
       "     '07:06 Sheppard Substitution replaced by Wilson',\n",
       "     '07:06 Stokes Substitution replaced by Young',\n",
       "     '07:06 Plaisance Substitution replaced by Plum',\n",
       "     '07:06 Gray Free Throw 3 of 3 (10 PTS)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 50,\n",
       "    'score': '29 - 32'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffFTMake',\n",
       "    'possession_length': 28.0,\n",
       "    'events': ['06:55 Stoppage: Out-of-Bounds',\n",
       "     '06:39 Parker Turnaround Fadeaway shot: Missed',\n",
       "     '06:38 Wilson Rebound (Off:0 Def:3)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 51,\n",
       "    'score': '29 - 32'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffShortMidRangeMiss',\n",
       "    'possession_length': 3.0,\n",
       "    'events': ['06:35 Hamby Running Layup Shot: Made (8 PTS) Assist: Young (3 AST)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 52,\n",
       "    'score': '29 - 34'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffAtRimMake',\n",
       "    'possession_length': 13.0,\n",
       "    'events': ['06:22 Quigley Turnover : Traveling (1 TO)'],\n",
       "    'possession_result': 'turnover',\n",
       "    'start_period': False,\n",
       "    'number': 53,\n",
       "    'score': '29 - 34'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffDeadball',\n",
       "    'possession_length': 15.0,\n",
       "    'events': ['06:07 Quigley Foul: Shooting (2 PF) (2 FTA)',\n",
       "     '06:07 Wilson Free Throw 1 of 2 (7 PTS)',\n",
       "     '06:07 Gardner Substitution replaced by Copper',\n",
       "     '06:07 Wilson Free Throw 2 of 2 (8 PTS)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 54,\n",
       "    'score': '29 - 36'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffFTMake',\n",
       "    'possession_length': 16.0,\n",
       "    'events': ['05:54 Parker 3pt Shot: Missed',\n",
       "     '05:51 Wilson Rebound (Off:0 Def:4)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 55,\n",
       "    'score': '29 - 36'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffArc3Miss',\n",
       "    'possession_length': 12.0,\n",
       "    'events': ['05:44 Wilson 3pt Shot: Missed',\n",
       "     '05:41 Young Rebound (Off:1 Def:0)',\n",
       "     '05:39 Plum Pullup Jump shot: Made (12 PTS) Assist: Young (4 AST)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 56,\n",
       "    'score': '29 - 38'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffTimeout',\n",
       "    'possession_length': 20.0,\n",
       "    'events': ['05:34 Team Timeout : Regular',\n",
       "     '05:34 Parker Substitution replaced by Meesseman',\n",
       "     '05:21 Meesseman Turnaround Jump Shot: Missed',\n",
       "     '05:19 Hamby Rebound (Off:1 Def:4)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 57,\n",
       "    'score': '29 - 38'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffShortMidRangeMiss',\n",
       "    'possession_length': 27.0,\n",
       "    'events': ['05:06 Vandersloot Foul: Personal (1 PF)',\n",
       "     '04:54 Young Jump Shot: Missed',\n",
       "     '04:52 Stevens Rebound (Off:0 Def:3)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 58,\n",
       "    'score': '29 - 38'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffShortMidRangeMiss',\n",
       "    'possession_length': 9.0,\n",
       "    'events': ['04:43 Meesseman 3pt Shot: Missed',\n",
       "     '04:43 Young Rebound (Off:1 Def:1)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 59,\n",
       "    'score': '29 - 38'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffArc3Miss',\n",
       "    'possession_length': 7.0,\n",
       "    'events': ['04:36 Copper Foul: Shooting (1 PF)',\n",
       "     '04:36 Young Free Throw 1 of 2 Missed',\n",
       "     '04:36 Team Rebound',\n",
       "     '04:36 Young Free Throw 2 of 2 (1 PTS)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 60,\n",
       "    'score': '29 - 39'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffFTMake',\n",
       "    'possession_length': 23.0,\n",
       "    'events': ['04:21 Hamby Violation:Kicked Ball',\n",
       "     '04:15 Quigley Jump Shot: Missed',\n",
       "     '04:13 Hamby Rebound (Off:1 Def:5)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 61,\n",
       "    'score': '29 - 39'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffShortMidRangeMiss',\n",
       "    'possession_length': 7.0,\n",
       "    'events': ['04:08 Wilson Jump Shot: Missed',\n",
       "     '04:06 Vandersloot Rebound (Off:0 Def:3)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 62,\n",
       "    'score': '29 - 39'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffAtRimBlock',\n",
       "    'possession_length': 4.0,\n",
       "    'events': ['04:02 Copper Cutting Layup Shot: Made (6 PTS) Assist: Quigley (1 AST)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 63,\n",
       "    'score': '31 - 39'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffAtRimMake',\n",
       "    'possession_length': 12.0,\n",
       "    'events': ['03:50 Hamby Cutting Layup Shot: Made (10 PTS) Assist: Young (5 AST)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 64,\n",
       "    'score': '31 - 41'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffAtRimMake',\n",
       "    'possession_length': 10.0,\n",
       "    'events': ['03:40 Stevens Alley Oop Layup shot: Made (4 PTS) Assist: Vandersloot (2 AST)'],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 65,\n",
       "    'score': '33 - 41'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffAtRimMake',\n",
       "    'possession_length': 18.0,\n",
       "    'events': ['03:27 Plum Jump Shot: Made (14 PTS) Assist: Gray (2 AST)',\n",
       "     '03:22 Team Turnover :  '],\n",
       "    'possession_result': 'scored',\n",
       "    'start_period': False,\n",
       "    'number': 66,\n",
       "    'score': '33 - 43'},\n",
       "   {'home_team_on_offense': True,\n",
       "    'start_type': 'OffDeadball',\n",
       "    'possession_length': 0.0,\n",
       "    'events': ['03:22 Meesseman Turnover :   (1 TO) Steal:Young (1 ST)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 67,\n",
       "    'score': '33 - 43'},\n",
       "   {'home_team_on_offense': False,\n",
       "    'start_type': 'OffLiveBallTurnover',\n",
       "    'possession_length': 6.0,\n",
       "    'events': ['03:18 Young Jump Shot: Missed',\n",
       "     '03:16 Hamby Rebound (Off:2 Def:5)'],\n",
       "    'possession_result': None,\n",
       "    'start_period': False,\n",
       "    'number': 68,\n",
       "    'score': '33 - 43'}],\n",
       "  'game_info': {'home_score': 33,\n",
       "   'home_team': 'Chicago Sky',\n",
       "   'visitor_score': 43,\n",
       "   'visitor_team': 'Las Vegas Aces',\n",
       "   'status': 'Q2 03:10',\n",
       "   'clock': ''}}}"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "game_id = \"1022200047\"\n",
    "result_type = \"possession-by-possession\"\n",
    "url = f\"https://api.pbpstats.com/live/game/{game_id}/{result_type}\"\n",
    "response = requests.get(url)\n",
    "response_json = response.json()\n",
    "response_json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4a22a5e2-b5c5-43cf-8ee0-ea369fa8b762",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "playground",
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   "name": "playground"
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   "name": "python",
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