get-playing-time-distribution.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "176da14d-ceaf-4b8c-9088-95cc9445145c",
   "metadata": {},
   "source": [
    "This endpoint can be used to get a breakdown of when a player was on the floor for each game"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "c86f94ff-6d5b-4966-9de8-a5f25e2b8740",
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2bc2a218-2c02-442d-bd19-c74180cace74",
   "metadata": {},
   "source": [
    "### Kevin Durant"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "8b626b80-6c07-4084-a7e6-3c19c870b02e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'Date': '2021-10-19',\n",
       "  'GameId': '0022100001',\n",
       "  'Opponent': ' at MIL',\n",
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       "   {'ScoreMargin': 25, 'StartTime': 1096, 'EndTime': 1102}]},\n",
       " {'Date': '2022-01-17',\n",
       "  'GameId': '0022100657',\n",
       "  'Opponent': ' at CLE',\n",
       "  'Possessions': []},\n",
       " {'Date': '2022-01-19',\n",
       "  'GameId': '0022100669',\n",
       "  'Opponent': ' at WAS',\n",
       "  'Possessions': []},\n",
       " {'Date': '2022-01-21',\n",
       "  'GameId': '0022100691',\n",
       "  'Opponent': ' at SAS',\n",
       "  'Possessions': []},\n",
       " {'Date': '2022-01-23',\n",
       "  'GameId': '0022100706',\n",
       "  'Opponent': ' at MIN',\n",
       "  'Possessions': []},\n",
       " {'Date': '2022-01-25',\n",
       "  'GameId': '0022100718',\n",
       "  'Opponent': ' vs LAL',\n",
       "  'Possessions': []},\n",
       " {'Date': '2022-01-26',\n",
       "  'GameId': '0022100453',\n",
       "  'Opponent': ' vs DEN',\n",
       "  'Possessions': []},\n",
       " {'Date': '2022-01-29',\n",
       "  'GameId': '0022100750',\n",
       "  'Opponent': ' at GSW',\n",
       "  'Possessions': []},\n",
       " {'Date': '2022-02-01',\n",
       "  'GameId': '0022100772',\n",
       "  'Opponent': ' at PHX',\n",
       "  'Possessions': []},\n",
       " {'Date': '2022-02-02',\n",
       "  'GameId': '0022100780',\n",
       "  'Opponent': ' at SAC',\n",
       "  'Possessions': []},\n",
       " {'Date': '2022-02-04',\n",
       "  'GameId': '0022100793',\n",
       "  'Opponent': ' at UTA',\n",
       "  'Possessions': []},\n",
       " {'Date': '2022-02-06',\n",
       "  'GameId': '0022100804',\n",
       "  'Opponent': ' at DEN',\n",
       "  'Possessions': []},\n",
       " {'Date': '2022-02-08',\n",
       "  'GameId': '0022100817',\n",
       "  'Opponent': ' vs BOS',\n",
       "  'Possessions': []},\n",
       " {'Date': '2022-02-10',\n",
       "  'GameId': '0022100832',\n",
       "  'Opponent': ' at WAS',\n",
       "  'Possessions': []},\n",
       " {'Date': '2022-02-12',\n",
       "  'GameId': '0022100851',\n",
       "  'Opponent': ' at MIA',\n",
       "  'Possessions': []},\n",
       " {'Date': '2022-02-14',\n",
       "  'GameId': '0022100859',\n",
       "  'Opponent': ' vs SAC',\n",
       "  'Possessions': []},\n",
       " {'Date': '2022-02-16',\n",
       "  'GameId': '0022100877',\n",
       "  'Opponent': ' at NYK',\n",
       "  'Possessions': []},\n",
       " {'Date': '2022-02-17',\n",
       "  'GameId': '0022100464',\n",
       "  'Opponent': ' vs WAS',\n",
       "  'Possessions': []},\n",
       " {'Date': '2022-02-24',\n",
       "  'GameId': '0022100890',\n",
       "  'Opponent': ' vs BOS',\n",
       "  'Possessions': []},\n",
       " {'Date': '2022-02-26',\n",
       "  'GameId': '0022100910',\n",
       "  'Opponent': ' at MIL',\n",
       "  'Possessions': []},\n",
       " {'Date': '2022-02-28',\n",
       "  'GameId': '0022100726',\n",
       "  'Opponent': ' vs TOR',\n",
       "  'Possessions': []},\n",
       " {'Date': '2022-03-01',\n",
       "  'GameId': '0022100928',\n",
       "  'Opponent': ' at TOR',\n",
       "  'Possessions': []},\n",
       " {'Date': '2022-03-03',\n",
       "  'GameId': '0022100941',\n",
       "  'Opponent': ' vs MIA',\n",
       "  'Possessions': [{'ScoreMargin': 0, 'StartTime': 0, 'EndTime': 23},\n",
       "   {'ScoreMargin': 0, 'StartTime': 26, 'EndTime': 36},\n",
       "   {'ScoreMargin': 0, 'StartTime': 47, 'EndTime': 65},\n",
       "   {'ScoreMargin': 3, 'StartTime': 95, 'EndTime': 99},\n",
       "   {'ScoreMargin': 2, 'StartTime': 124, 'EndTime': 147},\n",
       "   {'ScoreMargin': 2, 'StartTime': 159, 'EndTime': 179},\n",
       "   {'ScoreMargin': 0, 'StartTime': 209, 'EndTime': 225},\n",
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       "   {'ScoreMargin': 5, 'StartTime': 271, 'EndTime': 277},\n",
       "   {'ScoreMargin': 8, 'StartTime': 298, 'EndTime': 306},\n",
       "   {'ScoreMargin': 9, 'StartTime': 317, 'EndTime': 332},\n",
       "   {'ScoreMargin': 11, 'StartTime': 351, 'EndTime': 378},\n",
       "   {'ScoreMargin': 8, 'StartTime': 386, 'EndTime': 411},\n",
       "   {'ScoreMargin': 8, 'StartTime': 424, 'EndTime': 439},\n",
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       " {'Date': '2022-03-06',\n",
       "  'GameId': '0022100960',\n",
       "  'Opponent': ' at BOS',\n",
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       "   {'ScoreMargin': -5, 'StartTime': 2133, 'EndTime': 2160},\n",
       "   {'ScoreMargin': -2, 'StartTime': 2259, 'EndTime': 2271},\n",
       "   {'ScoreMargin': -2, 'StartTime': 2285, 'EndTime': 2288},\n",
       "   {'ScoreMargin': -4, 'StartTime': 2308, 'EndTime': 2313},\n",
       "   {'ScoreMargin': -1, 'StartTime': 2324, 'EndTime': 2345},\n",
       "   {'ScoreMargin': 2, 'StartTime': 2348, 'EndTime': 2366},\n",
       "   {'ScoreMargin': 4, 'StartTime': 2386, 'EndTime': 2402},\n",
       "   {'ScoreMargin': 4, 'StartTime': 2418, 'EndTime': 2428},\n",
       "   {'ScoreMargin': 6, 'StartTime': 2431, 'EndTime': 2449},\n",
       "   {'ScoreMargin': 4, 'StartTime': 2461, 'EndTime': 2465},\n",
       "   {'ScoreMargin': 5, 'StartTime': 2489, 'EndTime': 2512},\n",
       "   {'ScoreMargin': 8, 'StartTime': 2533, 'EndTime': 2552},\n",
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       "   {'ScoreMargin': 10, 'StartTime': 2634, 'EndTime': 2646},\n",
       "   {'ScoreMargin': 13, 'StartTime': 2661, 'EndTime': 2674},\n",
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       "   {'ScoreMargin': 15, 'StartTime': 2752, 'EndTime': 2772},\n",
       "   {'ScoreMargin': 15, 'StartTime': 2786, 'EndTime': 2796}]},\n",
       " {'Date': '2022-04-10',\n",
       "  'GameId': '0022101216',\n",
       "  'Opponent': ' vs IND',\n",
       "  'Possessions': [{'ScoreMargin': 0, 'StartTime': 0, 'EndTime': 22},\n",
       "   {'ScoreMargin': 2, 'StartTime': 49, 'EndTime': 54},\n",
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       "   {'ScoreMargin': 16, 'StartTime': 1234, 'EndTime': 1253},\n",
       "   {'ScoreMargin': 15, 'StartTime': 1262, 'EndTime': 1273},\n",
       "   {'ScoreMargin': 17, 'StartTime': 1294, 'EndTime': 1303},\n",
       "   {'ScoreMargin': 15, 'StartTime': 1307, 'EndTime': 1319},\n",
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       "   {'ScoreMargin': 0, 'StartTime': 1880, 'EndTime': 1900},\n",
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       "   {'ScoreMargin': 0, 'StartTime': 1980, 'EndTime': 1989},\n",
       "   {'ScoreMargin': 3, 'StartTime': 2004, 'EndTime': 2016},\n",
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       "   {'ScoreMargin': 4, 'StartTime': 2064, 'EndTime': 2086},\n",
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       "   {'ScoreMargin': 9, 'StartTime': 2145, 'EndTime': 2157},\n",
       "   {'ScoreMargin': 7, 'StartTime': 2266, 'EndTime': 2287},\n",
       "   {'ScoreMargin': 4, 'StartTime': 2301, 'EndTime': 2318},\n",
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       "   {'ScoreMargin': 8, 'StartTime': 2369, 'EndTime': 2382},\n",
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       "   {'ScoreMargin': 13, 'StartTime': 1077, 'EndTime': 1104},\n",
       "   {'ScoreMargin': 13, 'StartTime': 1129, 'EndTime': 1140},\n",
       "   {'ScoreMargin': 15, 'StartTime': 1147, 'EndTime': 1164},\n",
       "   {'ScoreMargin': 17, 'StartTime': 1174, 'EndTime': 1181},\n",
       "   {'ScoreMargin': 14, 'StartTime': 1202, 'EndTime': 1206},\n",
       "   {'ScoreMargin': 16, 'StartTime': 1218, 'EndTime': 1234},\n",
       "   {'ScoreMargin': 18, 'StartTime': 1253, 'EndTime': 1262},\n",
       "   {'ScoreMargin': 17, 'StartTime': 1273, 'EndTime': 1294},\n",
       "   {'ScoreMargin': 17, 'StartTime': 1303, 'EndTime': 1307},\n",
       "   {'ScoreMargin': 15, 'StartTime': 1319, 'EndTime': 1326},\n",
       "   {'ScoreMargin': 15, 'StartTime': 1347, 'EndTime': 1364},\n",
       "   {'ScoreMargin': 17, 'StartTime': 1366, 'EndTime': 1376},\n",
       "   {'ScoreMargin': 17, 'StartTime': 1386, 'EndTime': 1410},\n",
       "   {'ScoreMargin': 16, 'StartTime': 1430, 'EndTime': 1440},\n",
       "   {'ScoreMargin': 16, 'StartTime': 1440, 'EndTime': 1465},\n",
       "   {'ScoreMargin': 16, 'StartTime': 1481, 'EndTime': 1488},\n",
       "   {'ScoreMargin': 13, 'StartTime': 1512, 'EndTime': 1522},\n",
       "   {'ScoreMargin': 10, 'StartTime': 1545, 'EndTime': 1551},\n",
       "   {'ScoreMargin': 8, 'StartTime': 1567, 'EndTime': 1579},\n",
       "   {'ScoreMargin': 7, 'StartTime': 1601, 'EndTime': 1615},\n",
       "   {'ScoreMargin': 4, 'StartTime': 1636, 'EndTime': 1647},\n",
       "   {'ScoreMargin': 3, 'StartTime': 1665, 'EndTime': 1677},\n",
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       "   {'ScoreMargin': 6, 'StartTime': 1729, 'EndTime': 1738},\n",
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       "   {'ScoreMargin': 3, 'StartTime': 1807, 'EndTime': 1818},\n",
       "   {'ScoreMargin': 3, 'StartTime': 1821, 'EndTime': 1828},\n",
       "   {'ScoreMargin': 4, 'StartTime': 1841, 'EndTime': 1848},\n",
       "   {'ScoreMargin': 2, 'StartTime': 1875, 'EndTime': 1880},\n",
       "   {'ScoreMargin': 0, 'StartTime': 1900, 'EndTime': 1910},\n",
       "   {'ScoreMargin': 2, 'StartTime': 1915, 'EndTime': 1936},\n",
       "   {'ScoreMargin': 0, 'StartTime': 1950, 'EndTime': 1980},\n",
       "   {'ScoreMargin': 3, 'StartTime': 1989, 'EndTime': 2004},\n",
       "   {'ScoreMargin': 5, 'StartTime': 2016, 'EndTime': 2044},\n",
       "   {'ScoreMargin': 7, 'StartTime': 2048, 'EndTime': 2064},\n",
       "   {'ScoreMargin': 6, 'StartTime': 2086, 'EndTime': 2100},\n",
       "   {'ScoreMargin': 9, 'StartTime': 2114, 'EndTime': 2129},\n",
       "   {'ScoreMargin': 9, 'StartTime': 2135, 'EndTime': 2145},\n",
       "   {'ScoreMargin': 9, 'StartTime': 2157, 'EndTime': 2160},\n",
       "   {'ScoreMargin': 9, 'StartTime': 2242, 'EndTime': 2266},\n",
       "   {'ScoreMargin': 7, 'StartTime': 2287, 'EndTime': 2301},\n",
       "   {'ScoreMargin': 6, 'StartTime': 2318, 'EndTime': 2340},\n",
       "   {'ScoreMargin': 8, 'StartTime': 2344, 'EndTime': 2369},\n",
       "   {'ScoreMargin': 8, 'StartTime': 2382, 'EndTime': 2384},\n",
       "   {'ScoreMargin': 10, 'StartTime': 2402, 'EndTime': 2422},\n",
       "   {'ScoreMargin': 10, 'StartTime': 2439, 'EndTime': 2471},\n",
       "   {'ScoreMargin': 13, 'StartTime': 2475, 'EndTime': 2490},\n",
       "   {'ScoreMargin': 12, 'StartTime': 2510, 'EndTime': 2522},\n",
       "   {'ScoreMargin': 9, 'StartTime': 2543, 'EndTime': 2554},\n",
       "   {'ScoreMargin': 7, 'StartTime': 2576, 'EndTime': 2588},\n",
       "   {'ScoreMargin': 9, 'StartTime': 2591, 'EndTime': 2610},\n",
       "   {'ScoreMargin': 11, 'StartTime': 2619, 'EndTime': 2635},\n",
       "   {'ScoreMargin': 12, 'StartTime': 2654, 'EndTime': 2668},\n",
       "   {'ScoreMargin': 10, 'StartTime': 2690, 'EndTime': 2694},\n",
       "   {'ScoreMargin': 9, 'StartTime': 2714, 'EndTime': 2730},\n",
       "   {'ScoreMargin': 11, 'StartTime': 2730, 'EndTime': 2747},\n",
       "   {'ScoreMargin': 9, 'StartTime': 2762, 'EndTime': 2768},\n",
       "   {'ScoreMargin': 9, 'StartTime': 2789, 'EndTime': 2794},\n",
       "   {'ScoreMargin': 8, 'StartTime': 2821, 'EndTime': 2829},\n",
       "   {'ScoreMargin': 10, 'StartTime': 2844, 'EndTime': 2850},\n",
       "   {'ScoreMargin': 8, 'StartTime': 2874, 'EndTime': 2880}]}]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "url = \"https://api.pbpstats.com/get-playing-time-distribution/nba\"\n",
    "params = {\n",
    "    \"TeamId\": \"1610612751\",\n",
    "    \"Season\": \"2021-22\",\n",
    "    \"SeasonType\": \"Regular Season\",\n",
    "    \"PlayerId\": \"201142\"\n",
    "}\n",
    "response = requests.get(url, params=params)\n",
    "response_json = response.json()\n",
    "response_json[\"results\"] # start and end time in possession item are seconds into the game at the start and end of the possession"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c4adf248-639c-4ed6-9bf0-869be75c50e1",
   "metadata": {},
   "source": [
    "### Jackie Young"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "30e70805-cbe5-40a2-8bcf-5d057c2df984",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'Date': '2022-05-06',\n",
       "  'GameId': '1022200003',\n",
       "  'Opponent': ' at PHO',\n",
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       " {'Date': '2022-05-23',\n",
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       " {'Date': '2022-05-28',\n",
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       "   {'ScoreMargin': 8, 'StartTime': 2376, 'EndTime': 2382}]}]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "url = \"https://api.pbpstats.com/get-playing-time-distribution/wnba\"\n",
    "params = {\n",
    "    \"TeamId\": \"1611661319\",\n",
    "    \"Season\": \"2022\",\n",
    "    \"SeasonType\": \"Regular Season\",\n",
    "    \"PlayerId\": \"1629498\"\n",
    "}\n",
    "response = requests.get(url, params=params)\n",
    "response_json = response.json()\n",
    "response_json[\"results\"] # start and end time in possession item are seconds into the game at the start and end of the possession"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ed606297-8547-4f8b-bed5-ca158abdd098",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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