get-shots.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "6cb1163b-e2ae-40a9-bd9a-5ac70306814a",
   "metadata": {},
   "source": [
    "This endpoint can be used to get shots based on score and time parameters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "e825d2ac-e699-497a-bc58-24352bf7924f",
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bc951bd7-1eeb-44b8-afa0-ab2cd3176068",
   "metadata": {},
   "source": [
    "### Blocked 3s by the Raptors"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "9d779d2c-77a6-4708-9fe4-a725b43f79f8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'assist_player': None,\n",
       "  'assist_player_id': None,\n",
       "  'assisted': None,\n",
       "  'block_player': 'Precious Achiuwa',\n",
       "  'block_player_id': 1630173,\n",
       "  'blocked': True,\n",
       "  'dtid': 1610612761,\n",
       "  'end_time': 0.0,\n",
       "  'event_num': 136,\n",
       "  'game_date': '2022-03-28',\n",
       "  'gid': '0022101127',\n",
       "  'lineup_id': '1628401-1628436-1629684-1630202-1630573',\n",
       "  'made': False,\n",
       "  'opponent': 'TOR',\n",
       "  'opponent_lineup_id': '1627832-1628449-1629018-1630173-1630567',\n",
       "  'oreb_rebound_player': None,\n",
       "  'oreb_rebound_player_id': None,\n",
       "  'oreb_shot_player': None,\n",
       "  'oreb_shot_player_id': None,\n",
       "  'oreb_shot_type': None,\n",
       "  'otid': 1610612738,\n",
       "  'period': 1,\n",
       "  'player': 'Payton Pritchard',\n",
       "  'player_id': 1630202,\n",
       "  'poss_num': 46,\n",
       "  'possession_start_time': '00:10',\n",
       "  'previous_poss_end_rebound_pid': 0,\n",
       "  'previous_poss_end_rebound_player': None,\n",
       "  'previous_poss_end_shooter_pid': 1630567,\n",
       "  'previous_poss_end_shooter_player': 'Scottie Barnes',\n",
       "  'previous_poss_end_steal_pid': 0,\n",
       "  'previous_poss_end_steal_player': None,\n",
       "  'previous_poss_end_turnover_pid': 0,\n",
       "  'previous_poss_end_turnover_player': None,\n",
       "  'putback': False,\n",
       "  'score_margin': 6,\n",
       "  'seconds_since_oreb': None,\n",
       "  'shot_distance': 30.5,\n",
       "  'shot_quality': 0.2474,\n",
       "  'shot_time': 3.0,\n",
       "  'shot_type': 'Arc3',\n",
       "  'shot_value': 3,\n",
       "  'start_time': 10.0,\n",
       "  'start_type': 'OffShortMidRangeMake',\n",
       "  'team': 'BOS',\n",
       "  'time': '00:03',\n",
       "  'url': 'https://videos.nba.com/nba/pbp/media/2022/03/28/0022101127/136/6b91f09d-7c95-2ab5-d57c-75ab246217ee_960x540.mp4',\n",
       "  'x': -164,\n",
       "  'y': 257},\n",
       " {'assist_player': None,\n",
       "  'assist_player_id': None,\n",
       "  'assisted': None,\n",
       "  'block_player': 'Chris Boucher',\n",
       "  'block_player_id': 1628449,\n",
       "  'blocked': True,\n",
       "  'dtid': 1610612761,\n",
       "  'end_time': 102.0,\n",
       "  'event_num': 131,\n",
       "  'game_date': '2022-03-12',\n",
       "  'gid': '0022101009',\n",
       "  'lineup_id': '1627854-1630538-202326-203085-203210',\n",
       "  'made': False,\n",
       "  'opponent': 'TOR',\n",
       "  'opponent_lineup_id': '1628449-1629018-1630567-1630625-201152',\n",
       "  'oreb_rebound_player': 'JaMychal Green',\n",
       "  'oreb_rebound_player_id': 203210,\n",
       "  'oreb_shot_player': 'Bones Hyland',\n",
       "  'oreb_shot_player_id': 1630538,\n",
       "  'oreb_shot_type': 'Arc3',\n",
       "  'otid': 1610612743,\n",
       "  'period': 1,\n",
       "  'player': 'Bryn Forbes',\n",
       "  'player_id': 1627854,\n",
       "  'poss_num': 43,\n",
       "  'possession_start_time': '02:03',\n",
       "  'previous_poss_end_rebound_pid': 1630538,\n",
       "  'previous_poss_end_rebound_player': 'Bones Hyland',\n",
       "  'previous_poss_end_shooter_pid': 1630567,\n",
       "  'previous_poss_end_shooter_player': 'Scottie Barnes',\n",
       "  'previous_poss_end_steal_pid': 0,\n",
       "  'previous_poss_end_steal_player': None,\n",
       "  'previous_poss_end_turnover_pid': 0,\n",
       "  'previous_poss_end_turnover_player': None,\n",
       "  'putback': False,\n",
       "  'score_margin': -3,\n",
       "  'seconds_since_oreb': 6.0,\n",
       "  'shot_distance': 23.9,\n",
       "  'shot_quality': 0.3961,\n",
       "  'shot_time': 109.0,\n",
       "  'shot_type': 'Corner3',\n",
       "  'shot_value': 3,\n",
       "  'start_time': 123.0,\n",
       "  'start_type': 'OffFTMiss',\n",
       "  'team': 'DEN',\n",
       "  'time': '01:49',\n",
       "  'url': 'https://videos.nba.com/nba/pbp/media/2022/03/12/0022101009/131/b48ec4f0-dd3a-6b6b-7690-b82aa82e41b1_960x540.mp4',\n",
       "  'x': 237,\n",
       "  'y': 32},\n",
       " {'assist_player': None,\n",
       "  'assist_player_id': None,\n",
       "  'assisted': None,\n",
       "  'block_player': 'Scottie Barnes',\n",
       "  'block_player_id': 1630567,\n",
       "  'blocked': True,\n",
       "  'dtid': 1610612761,\n",
       "  'end_time': 450.0,\n",
       "  'event_num': 370,\n",
       "  'game_date': '2022-02-14',\n",
       "  'gid': '0022100863',\n",
       "  'lineup_id': '1627742-1628984-1630529-202685-203468',\n",
       "  'made': False,\n",
       "  'opponent': 'TOR',\n",
       "  'opponent_lineup_id': '1627783-1627832-1628384-1629018-1630567',\n",
       "  'oreb_rebound_player': None,\n",
       "  'oreb_rebound_player_id': None,\n",
       "  'oreb_shot_player': None,\n",
       "  'oreb_shot_player_id': None,\n",
       "  'oreb_shot_type': None,\n",
       "  'otid': 1610612740,\n",
       "  'period': 3,\n",
       "  'player': 'Brandon Ingram',\n",
       "  'player_id': 1627742,\n",
       "  'poss_num': 17,\n",
       "  'possession_start_time': '07:43',\n",
       "  'previous_poss_end_rebound_pid': 1627742,\n",
       "  'previous_poss_end_rebound_player': 'Brandon Ingram',\n",
       "  'previous_poss_end_shooter_pid': 1630567,\n",
       "  'previous_poss_end_shooter_player': 'Scottie Barnes',\n",
       "  'previous_poss_end_steal_pid': 0,\n",
       "  'previous_poss_end_steal_player': None,\n",
       "  'previous_poss_end_turnover_pid': 0,\n",
       "  'previous_poss_end_turnover_player': None,\n",
       "  'putback': False,\n",
       "  'score_margin': 20,\n",
       "  'seconds_since_oreb': None,\n",
       "  'shot_distance': 26.1,\n",
       "  'shot_quality': 0.3644,\n",
       "  'shot_time': 452.0,\n",
       "  'shot_type': 'Arc3',\n",
       "  'shot_value': 3,\n",
       "  'start_time': 463.0,\n",
       "  'start_type': 'OffFTMiss',\n",
       "  'team': 'NOP',\n",
       "  'time': '07:32',\n",
       "  'url': 'https://videos.nba.com/nba/pbp/media/2022/02/14/0022100863/370/c0fbaa88-26f3-63fa-3e67-0fbcd61e7d2a_960x540.mp4',\n",
       "  'x': -179,\n",
       "  'y': 190},\n",
       " {'assist_player': None,\n",
       "  'assist_player_id': None,\n",
       "  'assisted': None,\n",
       "  'block_player': 'OG Anunoby',\n",
       "  'block_player_id': 1628384,\n",
       "  'blocked': True,\n",
       "  'dtid': 1610612761,\n",
       "  'end_time': 124.0,\n",
       "  'event_num': 579,\n",
       "  'game_date': '2022-02-04',\n",
       "  'gid': '0022100790',\n",
       "  'lineup_id': '1628381-1628989-1629027-1629631-203992',\n",
       "  'made': False,\n",
       "  'opponent': 'TOR',\n",
       "  'opponent_lineup_id': '1627783-1627832-1628384-1629018-1630567',\n",
       "  'oreb_rebound_player': None,\n",
       "  'oreb_rebound_player_id': None,\n",
       "  'oreb_shot_player': None,\n",
       "  'oreb_shot_player_id': None,\n",
       "  'oreb_shot_type': None,\n",
       "  'otid': 1610612737,\n",
       "  'period': 4,\n",
       "  'player': 'Trae Young',\n",
       "  'player_id': 1629027,\n",
       "  'poss_num': 39,\n",
       "  'possession_start_time': '02:20',\n",
       "  'previous_poss_end_rebound_pid': 0,\n",
       "  'previous_poss_end_rebound_player': None,\n",
       "  'previous_poss_end_shooter_pid': 1630567,\n",
       "  'previous_poss_end_shooter_player': 'Scottie Barnes',\n",
       "  'previous_poss_end_steal_pid': 0,\n",
       "  'previous_poss_end_steal_player': None,\n",
       "  'previous_poss_end_turnover_pid': 0,\n",
       "  'previous_poss_end_turnover_player': None,\n",
       "  'putback': False,\n",
       "  'score_margin': -5,\n",
       "  'seconds_since_oreb': None,\n",
       "  'shot_distance': 26.4,\n",
       "  'shot_quality': 0.3524,\n",
       "  'shot_time': 130.0,\n",
       "  'shot_type': 'Arc3',\n",
       "  'shot_value': 3,\n",
       "  'start_time': 140.0,\n",
       "  'start_type': 'OffAtRimMake',\n",
       "  'team': 'ATL',\n",
       "  'time': '02:10',\n",
       "  'url': 'https://videos.nba.com/nba/pbp/media/2022/02/04/0022100790/579/cf588d28-0fbe-0769-b2c8-7541fc487e45_960x540.mp4',\n",
       "  'x': 142,\n",
       "  'y': 223},\n",
       " {'assist_player': None,\n",
       "  'assist_player_id': None,\n",
       "  'assisted': None,\n",
       "  'block_player': 'Chris Boucher',\n",
       "  'block_player_id': 1628449,\n",
       "  'blocked': True,\n",
       "  'dtid': 1610612761,\n",
       "  'end_time': 162.0,\n",
       "  'event_num': 109,\n",
       "  'game_date': '2022-02-04',\n",
       "  'gid': '0022100790',\n",
       "  'lineup_id': '1626153-1628381-1629027-1630168-203992',\n",
       "  'made': False,\n",
       "  'opponent': 'TOR',\n",
       "  'opponent_lineup_id': '1627783-1627832-1628449-1629018-1630173',\n",
       "  'oreb_rebound_player': None,\n",
       "  'oreb_rebound_player_id': None,\n",
       "  'oreb_shot_player': None,\n",
       "  'oreb_shot_player_id': None,\n",
       "  'oreb_shot_type': None,\n",
       "  'otid': 1610612737,\n",
       "  'period': 1,\n",
       "  'player': 'Bogdan Bogdanovic',\n",
       "  'player_id': 203992,\n",
       "  'poss_num': 37,\n",
       "  'possession_start_time': '03:05',\n",
       "  'previous_poss_end_rebound_pid': 0,\n",
       "  'previous_poss_end_rebound_player': None,\n",
       "  'previous_poss_end_shooter_pid': 0,\n",
       "  'previous_poss_end_shooter_player': None,\n",
       "  'previous_poss_end_steal_pid': 0,\n",
       "  'previous_poss_end_steal_player': None,\n",
       "  'previous_poss_end_turnover_pid': 0,\n",
       "  'previous_poss_end_turnover_player': None,\n",
       "  'putback': False,\n",
       "  'score_margin': -10,\n",
       "  'seconds_since_oreb': None,\n",
       "  'shot_distance': 24.1,\n",
       "  'shot_quality': 0.3837,\n",
       "  'shot_time': 166.0,\n",
       "  'shot_type': 'Corner3',\n",
       "  'shot_value': 3,\n",
       "  'start_time': 185.0,\n",
       "  'start_type': 'OffFTMake',\n",
       "  'team': 'ATL',\n",
       "  'time': '02:46',\n",
       "  'url': 'https://videos.nba.com/nba/pbp/media/2022/02/04/0022100790/109/35df2e57-f53f-12c3-5e57-94f9319aa6cb_960x540.mp4',\n",
       "  'x': 233,\n",
       "  'y': 61},\n",
       " {'assist_player': None,\n",
       "  'assist_player_id': None,\n",
       "  'assisted': None,\n",
       "  'block_player': 'Fred VanVleet',\n",
       "  'block_player_id': 1627832,\n",
       "  'blocked': True,\n",
       "  'dtid': 1610612761,\n",
       "  'end_time': 67.0,\n",
       "  'event_num': 623,\n",
       "  'game_date': '2022-02-01',\n",
       "  'gid': '0022100784',\n",
       "  'lineup_id': '1628389-1629622-1629639-200782-202710',\n",
       "  'made': False,\n",
       "  'opponent': 'TOR',\n",
       "  'opponent_lineup_id': '1627783-1627832-1628384-1629018-1630567',\n",
       "  'oreb_rebound_player': None,\n",
       "  'oreb_rebound_player_id': None,\n",
       "  'oreb_shot_player': None,\n",
       "  'oreb_shot_player_id': None,\n",
       "  'oreb_shot_type': None,\n",
       "  'otid': 1610612748,\n",
       "  'period': 4,\n",
       "  'player': 'Jimmy Butler',\n",
       "  'player_id': 202710,\n",
       "  'poss_num': 41,\n",
       "  'possession_start_time': '01:16',\n",
       "  'previous_poss_end_rebound_pid': 0,\n",
       "  'previous_poss_end_rebound_player': None,\n",
       "  'previous_poss_end_shooter_pid': 0,\n",
       "  'previous_poss_end_shooter_player': None,\n",
       "  'previous_poss_end_steal_pid': 200782,\n",
       "  'previous_poss_end_steal_player': 'P.J. Tucker',\n",
       "  'previous_poss_end_turnover_pid': 1627783,\n",
       "  'previous_poss_end_turnover_player': 'Pascal Siakam',\n",
       "  'putback': False,\n",
       "  'score_margin': -6,\n",
       "  'seconds_since_oreb': None,\n",
       "  'shot_distance': 24.9,\n",
       "  'shot_quality': 0.3629,\n",
       "  'shot_time': 67.0,\n",
       "  'shot_type': 'Arc3',\n",
       "  'shot_value': 3,\n",
       "  'start_time': 76.0,\n",
       "  'start_type': 'OffLiveBallTurnover',\n",
       "  'team': 'MIA',\n",
       "  'time': '01:07',\n",
       "  'url': 'https://videos.nba.com/nba/pbp/media/2022/02/01/0022100784/623/d8952650-bee5-8540-7410-73bb03fe0bb5_960x540.mp4',\n",
       "  'x': 233,\n",
       "  'y': 89},\n",
       " {'assist_player': None,\n",
       "  'assist_player_id': None,\n",
       "  'assisted': None,\n",
       "  'block_player': 'OG Anunoby',\n",
       "  'block_player_id': 1628384,\n",
       "  'blocked': True,\n",
       "  'dtid': 1610612761,\n",
       "  'end_time': 0.0,\n",
       "  'event_num': 160,\n",
       "  'game_date': '2022-01-29',\n",
       "  'gid': '0022100748',\n",
       "  'lineup_id': '1628997-1629216-1629622-1629639-203473',\n",
       "  'made': False,\n",
       "  'opponent': 'TOR',\n",
       "  'opponent_lineup_id': '1627832-1628384-1629018-1630173-1630567',\n",
       "  'oreb_rebound_player': None,\n",
       "  'oreb_rebound_player_id': None,\n",
       "  'oreb_shot_player': None,\n",
       "  'oreb_shot_player_id': None,\n",
       "  'oreb_shot_type': None,\n",
       "  'otid': 1610612748,\n",
       "  'period': 1,\n",
       "  'player': 'Caleb Martin',\n",
       "  'player_id': 1628997,\n",
       "  'poss_num': 41,\n",
       "  'possession_start_time': '00:13',\n",
       "  'previous_poss_end_rebound_pid': 1629639,\n",
       "  'previous_poss_end_rebound_player': 'Tyler Herro',\n",
       "  'previous_poss_end_shooter_pid': 1628384,\n",
       "  'previous_poss_end_shooter_player': 'OG Anunoby',\n",
       "  'previous_poss_end_steal_pid': 0,\n",
       "  'previous_poss_end_steal_player': None,\n",
       "  'previous_poss_end_turnover_pid': 0,\n",
       "  'previous_poss_end_turnover_player': None,\n",
       "  'putback': False,\n",
       "  'score_margin': -1,\n",
       "  'seconds_since_oreb': None,\n",
       "  'shot_distance': 23.3,\n",
       "  'shot_quality': 0.3505,\n",
       "  'shot_time': 2.0,\n",
       "  'shot_type': 'Corner3',\n",
       "  'shot_value': 3,\n",
       "  'start_time': 13.0,\n",
       "  'start_type': 'OffFTMiss',\n",
       "  'team': 'MIA',\n",
       "  'time': '00:02',\n",
       "  'url': 'https://videos.nba.com/nba/pbp/media/2022/01/29/0022100748/160/ef00c1e4-a3e0-603c-0ea0-d910721caf18_960x540.mp4',\n",
       "  'x': -233,\n",
       "  'y': -8},\n",
       " {'assist_player': None,\n",
       "  'assist_player_id': None,\n",
       "  'assisted': None,\n",
       "  'block_player': 'Chris Boucher',\n",
       "  'block_player_id': 1628449,\n",
       "  'blocked': True,\n",
       "  'dtid': 1610612761,\n",
       "  'end_time': 614.0,\n",
       "  'event_num': 18,\n",
       "  'game_date': '2022-01-25',\n",
       "  'gid': '0022100715',\n",
       "  'lineup_id': '1626179-1628970-1628998-1630163-203486',\n",
       "  'made': False,\n",
       "  'opponent': 'TOR',\n",
       "  'opponent_lineup_id': '1627783-1628384-1628449-1629018-1630173',\n",
       "  'oreb_rebound_player': None,\n",
       "  'oreb_rebound_player_id': None,\n",
       "  'oreb_shot_player': None,\n",
       "  'oreb_shot_player_id': None,\n",
       "  'oreb_shot_type': None,\n",
       "  'otid': 1610612766,\n",
       "  'period': 1,\n",
       "  'player': 'Terry Rozier',\n",
       "  'player_id': 1626179,\n",
       "  'poss_num': 7,\n",
       "  'possession_start_time': '10:28',\n",
       "  'previous_poss_end_rebound_pid': 0,\n",
       "  'previous_poss_end_rebound_player': None,\n",
       "  'previous_poss_end_shooter_pid': 0,\n",
       "  'previous_poss_end_shooter_player': None,\n",
       "  'previous_poss_end_steal_pid': 0,\n",
       "  'previous_poss_end_steal_player': None,\n",
       "  'previous_poss_end_turnover_pid': 0,\n",
       "  'previous_poss_end_turnover_player': None,\n",
       "  'putback': False,\n",
       "  'score_margin': 0,\n",
       "  'seconds_since_oreb': None,\n",
       "  'shot_distance': 24.0,\n",
       "  'shot_quality': 0.4147,\n",
       "  'shot_time': 619.0,\n",
       "  'shot_type': 'Corner3',\n",
       "  'shot_value': 3,\n",
       "  'start_time': 628.0,\n",
       "  'start_type': 'OffDeadball',\n",
       "  'team': 'CHA',\n",
       "  'time': '10:19',\n",
       "  'url': 'https://videos.nba.com/nba/pbp/media/2022/01/25/0022100715/18/56c55d95-e697-0a9e-f389-ef49778abe74_960x540.mp4',\n",
       "  'x': 239,\n",
       "  'y': 16},\n",
       " {'assist_player': None,\n",
       "  'assist_player_id': None,\n",
       "  'assisted': None,\n",
       "  'block_player': 'OG Anunoby',\n",
       "  'block_player_id': 1628384,\n",
       "  'blocked': True,\n",
       "  'dtid': 1610612761,\n",
       "  'end_time': 191.0,\n",
       "  'event_num': 545,\n",
       "  'game_date': '2022-01-21',\n",
       "  'gid': '0022100689',\n",
       "  'lineup_id': '1626149-1630166-203078-203484-203915',\n",
       "  'made': False,\n",
       "  'opponent': 'TOR',\n",
       "  'opponent_lineup_id': '1627783-1627832-1628384-1629018-1630567',\n",
       "  'oreb_rebound_player': None,\n",
       "  'oreb_rebound_player_id': None,\n",
       "  'oreb_shot_player': None,\n",
       "  'oreb_shot_player_id': None,\n",
       "  'oreb_shot_type': None,\n",
       "  'otid': 1610612764,\n",
       "  'period': 4,\n",
       "  'player': 'Bradley Beal',\n",
       "  'player_id': 203078,\n",
       "  'poss_num': 30,\n",
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       "  'otid': 1610612755,\n",
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       "  'player': 'Tyler Johnson',\n",
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       "  'team': 'PHI',\n",
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       "  'block_player': 'OG Anunoby',\n",
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       "  'event_num': 482,\n",
       "  'game_date': '2022-01-26',\n",
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       "  'event_num': 420,\n",
       "  'game_date': '2021-11-05',\n",
       "  'gid': '0022100127',\n",
       "  'lineup_id': '1626224-1628386-1629685-1630205-201937',\n",
       "  'made': False,\n",
       "  'opponent': 'TOR',\n",
       "  'opponent_lineup_id': '1628384-1629004-1629018-1630625-203920',\n",
       "  'oreb_rebound_player': None,\n",
       "  'oreb_rebound_player_id': None,\n",
       "  'oreb_shot_player': None,\n",
       "  'oreb_shot_player_id': None,\n",
       "  'oreb_shot_type': None,\n",
       "  'otid': 1610612739,\n",
       "  'period': 3,\n",
       "  'player': 'Dylan Windler',\n",
       "  'player_id': 1629685,\n",
       "  'poss_num': 34,\n",
       "  'possession_start_time': '03:12',\n",
       "  'previous_poss_end_rebound_pid': 1630205,\n",
       "  'previous_poss_end_rebound_player': 'Lamar Stevens',\n",
       "  'previous_poss_end_shooter_pid': 1628384,\n",
       "  'previous_poss_end_shooter_player': 'OG Anunoby',\n",
       "  'previous_poss_end_steal_pid': 0,\n",
       "  'previous_poss_end_steal_player': None,\n",
       "  'previous_poss_end_turnover_pid': 0,\n",
       "  'previous_poss_end_turnover_player': None,\n",
       "  'putback': False,\n",
       "  'score_margin': -7,\n",
       "  'seconds_since_oreb': None,\n",
       "  'shot_distance': 22.1,\n",
       "  'shot_quality': 0.3679,\n",
       "  'shot_time': 182.0,\n",
       "  'shot_type': 'Corner3',\n",
       "  'shot_value': 3,\n",
       "  'start_time': 192.0,\n",
       "  'start_type': 'OffLongMidRangeMiss',\n",
       "  'team': 'CLE',\n",
       "  'time': '03:02',\n",
       "  'url': 'https://videos.nba.com/nba/pbp/media/2021/11/05/0022100127/420/33844fc7-e870-ddfb-7571-a732bf0b50ee_960x540.mp4',\n",
       "  'x': -221,\n",
       "  'y': -3},\n",
       " {'assist_player': None,\n",
       "  'assist_player_id': None,\n",
       "  'assisted': None,\n",
       "  'block_player': 'OG Anunoby',\n",
       "  'block_player_id': 1628384,\n",
       "  'blocked': True,\n",
       "  'dtid': 1610612761,\n",
       "  'end_time': 2.0,\n",
       "  'event_num': 312,\n",
       "  'game_date': '2021-11-03',\n",
       "  'gid': '0022100112',\n",
       "  'lineup_id': '1626149-1628398-203078-203484-203915',\n",
       "  'made': False,\n",
       "  'opponent': 'TOR',\n",
       "  'opponent_lineup_id': '1627832-1628384-1629004-1629018-1630173',\n",
       "  'oreb_rebound_player': None,\n",
       "  'oreb_rebound_player_id': None,\n",
       "  'oreb_shot_player': None,\n",
       "  'oreb_shot_player_id': None,\n",
       "  'oreb_shot_type': None,\n",
       "  'otid': 1610612764,\n",
       "  'period': 2,\n",
       "  'player': 'Kentavious Caldwell-Pope',\n",
       "  'player_id': 203484,\n",
       "  'poss_num': 47,\n",
       "  'possession_start_time': '00:26',\n",
       "  'previous_poss_end_rebound_pid': 1626149,\n",
       "  'previous_poss_end_rebound_player': 'Montrezl Harrell',\n",
       "  'previous_poss_end_shooter_pid': 1627832,\n",
       "  'previous_poss_end_shooter_player': 'Fred VanVleet',\n",
       "  'previous_poss_end_steal_pid': 0,\n",
       "  'previous_poss_end_steal_player': None,\n",
       "  'previous_poss_end_turnover_pid': 0,\n",
       "  'previous_poss_end_turnover_player': None,\n",
       "  'putback': False,\n",
       "  'score_margin': -8,\n",
       "  'seconds_since_oreb': None,\n",
       "  'shot_distance': 23.7,\n",
       "  'shot_quality': 0.3568,\n",
       "  'shot_time': 5.0,\n",
       "  'shot_type': 'Corner3',\n",
       "  'shot_value': 3,\n",
       "  'start_time': 26.0,\n",
       "  'start_type': 'OffShortMidRangeMiss',\n",
       "  'team': 'WAS',\n",
       "  'time': '00:05',\n",
       "  'url': 'https://videos.nba.com/nba/pbp/media/2021/11/03/0022100112/312/70646977-ebb6-d8d9-814e-8caa17c04291_960x540.mp4',\n",
       "  'x': -237,\n",
       "  'y': -3},\n",
       " {'assist_player': None,\n",
       "  'assist_player_id': None,\n",
       "  'assisted': None,\n",
       "  'block_player': 'Chris Boucher',\n",
       "  'block_player_id': 1628449,\n",
       "  'blocked': True,\n",
       "  'dtid': 1610612761,\n",
       "  'end_time': 653.0,\n",
       "  'event_num': 472,\n",
       "  'game_date': '2021-11-01',\n",
       "  'gid': '0022100099',\n",
       "  'lineup_id': '1630167-1630193-1630579-201565-202692',\n",
       "  'made': False,\n",
       "  'opponent': 'TOR',\n",
       "  'opponent_lineup_id': '1627832-1628449-1629018-1630173-1630201',\n",
       "  'oreb_rebound_player': None,\n",
       "  'oreb_rebound_player_id': None,\n",
       "  'oreb_shot_player': None,\n",
       "  'oreb_shot_player_id': None,\n",
       "  'oreb_shot_type': None,\n",
       "  'otid': 1610612752,\n",
       "  'period': 4,\n",
       "  'player': 'Derrick Rose',\n",
       "  'player_id': 201565,\n",
       "  'poss_num': 5,\n",
       "  'possession_start_time': '11:03',\n",
       "  'previous_poss_end_rebound_pid': 1630579,\n",
       "  'previous_poss_end_rebound_player': 'Jericho Sims',\n",
       "  'previous_poss_end_shooter_pid': 1628449,\n",
       "  'previous_poss_end_shooter_player': 'Chris Boucher',\n",
       "  'previous_poss_end_steal_pid': 0,\n",
       "  'previous_poss_end_steal_player': None,\n",
       "  'previous_poss_end_turnover_pid': 0,\n",
       "  'previous_poss_end_turnover_player': None,\n",
       "  'putback': False,\n",
       "  'score_margin': -12,\n",
       "  'seconds_since_oreb': None,\n",
       "  'shot_distance': 24.0,\n",
       "  'shot_quality': 0.3861,\n",
       "  'shot_time': 655.0,\n",
       "  'shot_type': 'Corner3',\n",
       "  'shot_value': 3,\n",
       "  'start_time': 663.0,\n",
       "  'start_type': 'OffArc3Miss',\n",
       "  'team': 'NYK',\n",
       "  'time': '10:55',\n",
       "  'url': 'https://videos.nba.com/nba/pbp/media/2021/11/01/0022100099/472/f606354c-3b96-d902-e5ca-5e8afaa4b1fb_960x540.mp4',\n",
       "  'x': 239,\n",
       "  'y': 21},\n",
       " {'assist_player': None,\n",
       "  'assist_player_id': None,\n",
       "  'assisted': None,\n",
       "  'block_player': 'Dalano Banton',\n",
       "  'block_player_id': 1630625,\n",
       "  'blocked': True,\n",
       "  'dtid': 1610612761,\n",
       "  'end_time': 676.0,\n",
       "  'event_num': 145,\n",
       "  'game_date': '2021-11-01',\n",
       "  'gid': '0022100099',\n",
       "  'lineup_id': '1630167-1630193-201565-201959-202692',\n",
       "  'made': False,\n",
       "  'opponent': 'TOR',\n",
       "  'opponent_lineup_id': '1627832-1628449-1629004-1630625-203920',\n",
       "  'oreb_rebound_player': None,\n",
       "  'oreb_rebound_player_id': None,\n",
       "  'oreb_shot_player': None,\n",
       "  'oreb_shot_player_id': None,\n",
       "  'oreb_shot_type': None,\n",
       "  'otid': 1610612752,\n",
       "  'period': 2,\n",
       "  'player': 'Immanuel Quickley',\n",
       "  'player_id': 1630193,\n",
       "  'poss_num': 2,\n",
       "  'possession_start_time': '11:42',\n",
       "  'previous_poss_end_rebound_pid': 0,\n",
       "  'previous_poss_end_rebound_player': None,\n",
       "  'previous_poss_end_shooter_pid': 0,\n",
       "  'previous_poss_end_shooter_player': None,\n",
       "  'previous_poss_end_steal_pid': 0,\n",
       "  'previous_poss_end_steal_player': None,\n",
       "  'previous_poss_end_turnover_pid': 0,\n",
       "  'previous_poss_end_turnover_player': None,\n",
       "  'putback': False,\n",
       "  'score_margin': 8,\n",
       "  'seconds_since_oreb': None,\n",
       "  'shot_distance': 22.8,\n",
       "  'shot_quality': 0.3807,\n",
       "  'shot_time': 684.0,\n",
       "  'shot_type': 'Corner3',\n",
       "  'shot_value': 3,\n",
       "  'start_time': 702.0,\n",
       "  'start_type': 'OffDeadball',\n",
       "  'team': 'NYK',\n",
       "  'time': '11:24',\n",
       "  'url': 'https://videos.nba.com/nba/pbp/media/2021/11/01/0022100099/145/1af97337-50cd-b1c4-9101-be46c51d7fc1_960x540.mp4',\n",
       "  'x': 228,\n",
       "  'y': -15},\n",
       " {'assist_player': None,\n",
       "  'assist_player_id': None,\n",
       "  'assisted': None,\n",
       "  'block_player': 'Chris Boucher',\n",
       "  'block_player_id': 1628449,\n",
       "  'blocked': True,\n",
       "  'dtid': 1610612761,\n",
       "  'end_time': 290.0,\n",
       "  'event_num': 87,\n",
       "  'game_date': '2021-10-30',\n",
       "  'gid': '0022100081',\n",
       "  'lineup_id': '1626167-1627734-1630537-203200-204456',\n",
       "  'made': False,\n",
       "  'opponent': 'TOR',\n",
       "  'opponent_lineup_id': '1628384-1628449-1629018-1630625-203920',\n",
       "  'oreb_rebound_player': None,\n",
       "  'oreb_rebound_player_id': None,\n",
       "  'oreb_shot_player': None,\n",
       "  'oreb_shot_player_id': None,\n",
       "  'oreb_shot_type': None,\n",
       "  'otid': 1610612754,\n",
       "  'period': 1,\n",
       "  'player': 'Domantas Sabonis',\n",
       "  'player_id': 1627734,\n",
       "  'poss_num': 32,\n",
       "  'possession_start_time': '05:18',\n",
       "  'previous_poss_end_rebound_pid': 0,\n",
       "  'previous_poss_end_rebound_player': None,\n",
       "  'previous_poss_end_shooter_pid': 0,\n",
       "  'previous_poss_end_shooter_player': None,\n",
       "  'previous_poss_end_steal_pid': 0,\n",
       "  'previous_poss_end_steal_player': None,\n",
       "  'previous_poss_end_turnover_pid': 0,\n",
       "  'previous_poss_end_turnover_player': None,\n",
       "  'putback': False,\n",
       "  'score_margin': -1,\n",
       "  'seconds_since_oreb': None,\n",
       "  'shot_distance': 25.9,\n",
       "  'shot_quality': 0.3876,\n",
       "  'shot_time': 309.0,\n",
       "  'shot_type': 'Arc3',\n",
       "  'shot_value': 3,\n",
       "  'start_time': 318.0,\n",
       "  'start_type': 'OffDeadball',\n",
       "  'team': 'IND',\n",
       "  'time': '05:09',\n",
       "  'url': 'https://videos.nba.com/nba/pbp/media/2021/10/30/0022100081/87/b9b12099-868a-72e0-53c1-e56488ea1e09_960x540.mp4',\n",
       "  'x': 16,\n",
       "  'y': 259},\n",
       " {'assist_player': None,\n",
       "  'assist_player_id': None,\n",
       "  'assisted': None,\n",
       "  'block_player': 'OG Anunoby',\n",
       "  'block_player_id': 1628384,\n",
       "  'blocked': True,\n",
       "  'dtid': 1610612761,\n",
       "  'end_time': 27.0,\n",
       "  'event_num': 356,\n",
       "  'game_date': '2021-10-27',\n",
       "  'gid': '0022100058',\n",
       "  'lineup_id': '1627734-1627763-1629052-1630537-203087',\n",
       "  'made': False,\n",
       "  'opponent': 'TOR',\n",
       "  'opponent_lineup_id': '1627832-1628384-1629018-1630173-1630567',\n",
       "  'oreb_rebound_player': None,\n",
       "  'oreb_rebound_player_id': None,\n",
       "  'oreb_shot_player': None,\n",
       "  'oreb_shot_player_id': None,\n",
       "  'oreb_shot_type': None,\n",
       "  'otid': 1610612754,\n",
       "  'period': 2,\n",
       "  'player': 'Malcolm Brogdon',\n",
       "  'player_id': 1627763,\n",
       "  'poss_num': 49,\n",
       "  'possession_start_time': '00:47',\n",
       "  'previous_poss_end_rebound_pid': 0,\n",
       "  'previous_poss_end_rebound_player': None,\n",
       "  'previous_poss_end_shooter_pid': 1630173,\n",
       "  'previous_poss_end_shooter_player': 'Precious Achiuwa',\n",
       "  'previous_poss_end_steal_pid': 0,\n",
       "  'previous_poss_end_steal_player': None,\n",
       "  'previous_poss_end_turnover_pid': 0,\n",
       "  'previous_poss_end_turnover_player': None,\n",
       "  'putback': False,\n",
       "  'score_margin': -8,\n",
       "  'seconds_since_oreb': None,\n",
       "  'shot_distance': 26.0,\n",
       "  'shot_quality': 0.3475,\n",
       "  'shot_time': 30.0,\n",
       "  'shot_type': 'Arc3',\n",
       "  'shot_value': 3,\n",
       "  'start_time': 47.0,\n",
       "  'start_type': 'OffShortMidRangeMake',\n",
       "  'team': 'IND',\n",
       "  'time': '00:30',\n",
       "  'url': 'https://videos.nba.com/nba/pbp/media/2021/10/27/0022100058/356/75185699-37cb-88f6-dcd3-79233eb502ae_960x540.mp4',\n",
       "  'x': 163,\n",
       "  'y': 203},\n",
       " {'assist_player': None,\n",
       "  'assist_player_id': None,\n",
       "  'assisted': None,\n",
       "  'block_player': 'Chris Boucher',\n",
       "  'block_player_id': 1628449,\n",
       "  'blocked': True,\n",
       "  'dtid': 1610612761,\n",
       "  'end_time': 550.0,\n",
       "  'event_num': 207,\n",
       "  'game_date': '2021-10-23',\n",
       "  'gid': '0022100029',\n",
       "  'lineup_id': '1628425-1628467-1628973-203493-204001',\n",
       "  'made': False,\n",
       "  'opponent': 'TOR',\n",
       "  'opponent_lineup_id': '1627832-1628384-1628449-1630173-201609',\n",
       "  'oreb_rebound_player': None,\n",
       "  'oreb_rebound_player_id': None,\n",
       "  'oreb_shot_player': None,\n",
       "  'oreb_shot_player_id': None,\n",
       "  'oreb_shot_type': None,\n",
       "  'otid': 1610612742,\n",
       "  'period': 2,\n",
       "  'player': 'Sterling Brown',\n",
       "  'player_id': 1628425,\n",
       "  'poss_num': 14,\n",
       "  'possession_start_time': '09:25',\n",
       "  'previous_poss_end_rebound_pid': 1628467,\n",
       "  'previous_poss_end_rebound_player': 'Maxi Kleber',\n",
       "  'previous_poss_end_shooter_pid': 1628449,\n",
       "  'previous_poss_end_shooter_player': 'Chris Boucher',\n",
       "  'previous_poss_end_steal_pid': 0,\n",
       "  'previous_poss_end_steal_player': None,\n",
       "  'previous_poss_end_turnover_pid': 0,\n",
       "  'previous_poss_end_turnover_player': None,\n",
       "  'putback': False,\n",
       "  'score_margin': -7,\n",
       "  'seconds_since_oreb': None,\n",
       "  'shot_distance': 25.0,\n",
       "  'shot_quality': 0.3835,\n",
       "  'shot_time': 561.0,\n",
       "  'shot_type': 'Arc3',\n",
       "  'shot_value': 3,\n",
       "  'start_time': 565.0,\n",
       "  'start_type': 'OffCorner3Miss',\n",
       "  'team': 'DAL',\n",
       "  'time': '09:21',\n",
       "  'url': 'https://videos.nba.com/nba/pbp/media/2021/10/23/0022100029/207/ce876ff3-f6c0-3c19-a19e-f2491a013ed9_960x540.mp4',\n",
       "  'x': -206,\n",
       "  'y': 141}]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "url = \"https://api.pbpstats.com/get-shots/nba\"\n",
    "params = {\n",
    "    \"Season\": \"2021-22\",\n",
    "    \"SeasonType\": \"Regular Season\",\n",
    "    \"EntityType\": \"Opponent\",\n",
    "    \"EntityId\": \"1610612761\",\n",
    "    \"StartType\": \"All\",\n",
    "    \"Blocked\": \"true\",\n",
    "    \"ShotValue\": 3\n",
    "}\n",
    "response = requests.get(url, params=params)\n",
    "response_json = response.json()\n",
    "response_json[\"results\"]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f11c36ab-e774-4753-891c-4574a07094e0",
   "metadata": {},
   "source": [
    "### Hawks shots within 4 seconds of getting an offensive rebound from a missed 3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "8c242f0f-87ce-430d-a905-b9615ddeaea6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'assist_player': None,\n",
       "  'assist_player_id': None,\n",
       "  'assisted': None,\n",
       "  'block_player': 'Onyeka Okongwu',\n",
       "  'block_player_id': 1630168,\n",
       "  'blocked': True,\n",
       "  'dtid': 1610612737,\n",
       "  'end_time': 320.0,\n",
       "  'event_num': 564,\n",
       "  'game_date': '2022-03-22',\n",
       "  'gid': '0022101081',\n",
       "  'lineup_id': '1629011-1629628-1630193-201959-202692',\n",
       "  'made': False,\n",
       "  'opponent': 'ATL',\n",
       "  'opponent_lineup_id': '1628989-1629027-1630168-201568-203992',\n",
       "  'oreb_rebound_player': 'Taj Gibson',\n",
       "  'oreb_rebound_player_id': 201959,\n",
       "  'oreb_shot_player': 'Immanuel Quickley',\n",
       "  'oreb_shot_player_id': 1630193,\n",
       "  'oreb_shot_type': 'Arc3',\n",
       "  'otid': 1610612752,\n",
       "  'period': 4,\n",
       "  'player': 'Taj Gibson',\n",
       "  'player_id': 201959,\n",
       "  'poss_num': 24,\n",
       "  'possession_start_time': '05:40',\n",
       "  'previous_poss_end_rebound_pid': 1629628,\n",
       "  'previous_poss_end_rebound_player': 'RJ Barrett',\n",
       "  'previous_poss_end_shooter_pid': 1629027,\n",
       "  'previous_poss_end_shooter_player': 'Trae Young',\n",
       "  'previous_poss_end_steal_pid': 0,\n",
       "  'previous_poss_end_steal_player': None,\n",
       "  'previous_poss_end_turnover_pid': 0,\n",
       "  'previous_poss_end_turnover_player': None,\n",
       "  'putback': True,\n",
       "  'score_margin': 3,\n",
       "  'seconds_since_oreb': 1.0,\n",
       "  'shot_distance': 0.9,\n",
       "  'shot_quality': 0.6648,\n",
       "  'shot_time': 324.0,\n",
       "  'shot_type': 'AtRim',\n",
       "  'shot_value': 2,\n",
       "  'start_time': 340.0,\n",
       "  'start_type': 'OffArc3Miss',\n",
       "  'team': 'NYK',\n",
       "  'time': '05:24',\n",
       "  'url': 'https://videos.nba.com/nba/pbp/media/2022/03/22/0022101081/564/360ae3b6-8745-d3b3-d824-4db39cf1474f_960x540.mp4',\n",
       "  'x': -4,\n",
       "  'y': 8},\n",
       " {'assist_player': None,\n",
       "  'assist_player_id': None,\n",
       "  'assisted': None,\n",
       "  'block_player': 'Delon Wright',\n",
       "  'block_player_id': 1626153,\n",
       "  'blocked': True,\n",
       "  'dtid': 1610612737,\n",
       "  'end_time': 474.0,\n",
       "  'event_num': 420,\n",
       "  'game_date': '2022-03-14',\n",
       "  'gid': '0022101021',\n",
       "  'lineup_id': '1628404-1629604-1630314-1630535-1630570',\n",
       "  'made': False,\n",
       "  'opponent': 'ATL',\n",
       "  'opponent_lineup_id': '1626153-1628989-1629027-1629631-203991',\n",
       "  'oreb_rebound_player': 'CJ Elleby',\n",
       "  'oreb_rebound_player_id': 1629604,\n",
       "  'oreb_shot_player': 'CJ Elleby',\n",
       "  'oreb_shot_player_id': 1629604,\n",
       "  'oreb_shot_type': 'Arc3',\n",
       "  'otid': 1610612757,\n",
       "  'period': 3,\n",
       "  'player': 'Josh Hart',\n",
       "  'player_id': 1628404,\n",
       "  'poss_num': 18,\n",
       "  'possession_start_time': '08:18',\n",
       "  'previous_poss_end_rebound_pid': 0,\n",
       "  'previous_poss_end_rebound_player': None,\n",
       "  'previous_poss_end_shooter_pid': 0,\n",
       "  'previous_poss_end_shooter_player': None,\n",
       "  'previous_poss_end_steal_pid': 0,\n",
       "  'previous_poss_end_steal_player': None,\n",
       "  'previous_poss_end_turnover_pid': 0,\n",
       "  'previous_poss_end_turnover_player': None,\n",
       "  'putback': False,\n",
       "  'score_margin': 7,\n",
       "  'seconds_since_oreb': 4.0,\n",
       "  'shot_distance': 3.4,\n",
       "  'shot_quality': 0.4233,\n",
       "  'shot_time': 475.0,\n",
       "  'shot_type': 'AtRim',\n",
       "  'shot_value': 2,\n",
       "  'start_time': 498.0,\n",
       "  'start_type': 'OffTimeout',\n",
       "  'team': 'POR',\n",
       "  'time': '07:55',\n",
       "  'url': 'https://videos.nba.com/nba/pbp/media/2022/03/14/0022101021/420/ea63ca47-6b6b-7335-11ee-aea440f87ed7_960x540.mp4',\n",
       "  'x': -26,\n",
       "  'y': 22},\n",
       " {'assist_player': None,\n",
       "  'assist_player_id': None,\n",
       "  'assisted': None,\n",
       "  'block_player': 'Clint Capela',\n",
       "  'block_player_id': 203991,\n",
       "  'blocked': True,\n",
       "  'dtid': 1610612737,\n",
       "  'end_time': 34.0,\n",
       "  'event_num': 610,\n",
       "  'game_date': '2022-02-13',\n",
       "  'gid': '0022100856',\n",
       "  'lineup_id': '1627759-1628369-1628401-1629057-203935',\n",
       "  'made': False,\n",
       "  'opponent': 'ATL',\n",
       "  'opponent_lineup_id': '1628989-1629027-1629631-203991-203992',\n",
       "  'oreb_rebound_player': 'Jaylen Brown',\n",
       "  'oreb_rebound_player_id': 1627759,\n",
       "  'oreb_shot_player': 'Marcus Smart',\n",
       "  'oreb_shot_player_id': 203935,\n",
       "  'oreb_shot_type': 'Arc3',\n",
       "  'otid': 1610612738,\n",
       "  'period': 4,\n",
       "  'player': 'Jayson Tatum',\n",
       "  'player_id': 1628369,\n",
       "  'poss_num': 45,\n",
       "  'possession_start_time': '01:05',\n",
       "  'previous_poss_end_rebound_pid': 1628401,\n",
       "  'previous_poss_end_rebound_player': 'Derrick White',\n",
       "  'previous_poss_end_shooter_pid': 1629631,\n",
       "  'previous_poss_end_shooter_player': \"De'Andre Hunter\",\n",
       "  'previous_poss_end_steal_pid': 0,\n",
       "  'previous_poss_end_steal_player': None,\n",
       "  'previous_poss_end_turnover_pid': 0,\n",
       "  'previous_poss_end_turnover_player': None,\n",
       "  'putback': False,\n",
       "  'score_margin': 8,\n",
       "  'seconds_since_oreb': 3.0,\n",
       "  'shot_distance': 3.3,\n",
       "  'shot_quality': 0.4978,\n",
       "  'shot_time': 43.0,\n",
       "  'shot_type': 'AtRim',\n",
       "  'shot_value': 2,\n",
       "  'start_time': 65.0,\n",
       "  'start_type': 'OffShortMidRangeMiss',\n",
       "  'team': 'BOS',\n",
       "  'time': '00:43',\n",
       "  'url': 'https://videos.nba.com/nba/pbp/media/2022/02/13/0022100856/610/fa60262e-4fcd-6252-16d1-3f6f46285244_960x540.mp4',\n",
       "  'x': 32,\n",
       "  'y': 8},\n",
       " {'assist_player': None,\n",
       "  'assist_player_id': None,\n",
       "  'assisted': None,\n",
       "  'block_player': 'John Collins',\n",
       "  'block_player_id': 1628381,\n",
       "  'blocked': True,\n",
       "  'dtid': 1610612737,\n",
       "  'end_time': 478.0,\n",
       "  'event_num': 211,\n",
       "  'game_date': '2022-01-17',\n",
       "  'gid': '0022100660',\n",
       "  'lineup_id': '1626192-1628960-1628978-1629670-203507',\n",
       "  'made': False,\n",
       "  'opponent': 'ATL',\n",
       "  'opponent_lineup_id': '1628381-1628989-1629027-1629631-201568',\n",
       "  'oreb_rebound_player': 'Giannis Antetokounmpo',\n",
       "  'oreb_rebound_player_id': 203507,\n",
       "  'oreb_shot_player': 'Jordan Nwora',\n",
       "  'oreb_shot_player_id': 1629670,\n",
       "  'oreb_shot_type': 'Arc3',\n",
       "  'otid': 1610612749,\n",
       "  'period': 2,\n",
       "  'player': 'Donte DiVincenzo',\n",
       "  'player_id': 1628978,\n",
       "  'poss_num': 18,\n",
       "  'possession_start_time': '08:14',\n",
       "  'previous_poss_end_rebound_pid': 0,\n",
       "  'previous_poss_end_rebound_player': None,\n",
       "  'previous_poss_end_shooter_pid': 0,\n",
       "  'previous_poss_end_shooter_player': None,\n",
       "  'previous_poss_end_steal_pid': 0,\n",
       "  'previous_poss_end_steal_player': None,\n",
       "  'previous_poss_end_turnover_pid': 0,\n",
       "  'previous_poss_end_turnover_player': None,\n",
       "  'putback': False,\n",
       "  'score_margin': 9,\n",
       "  'seconds_since_oreb': 1.0,\n",
       "  'shot_distance': 2.6,\n",
       "  'shot_quality': 0.6075,\n",
       "  'shot_time': 478.0,\n",
       "  'shot_type': 'AtRim',\n",
       "  'shot_value': 2,\n",
       "  'start_time': 494.0,\n",
       "  'start_type': 'OffTimeout',\n",
       "  'team': 'MIL',\n",
       "  'time': '07:58',\n",
       "  'url': 'https://videos.nba.com/nba/pbp/media/2022/01/17/0022100660/211/c2a60a99-a598-c3aa-f811-347ed3d185e3_960x540.mp4',\n",
       "  'x': -20,\n",
       "  'y': 16},\n",
       " {'assist_player': None,\n",
       "  'assist_player_id': None,\n",
       "  'assisted': None,\n",
       "  'block_player': 'John Collins',\n",
       "  'block_player_id': 1628381,\n",
       "  'blocked': True,\n",
       "  'dtid': 1610612737,\n",
       "  'end_time': 401.0,\n",
       "  'event_num': 415,\n",
       "  'game_date': '2021-11-22',\n",
       "  'gid': '0022100255',\n",
       "  'lineup_id': '1629647-1629652-1630526-1630581-202324',\n",
       "  'made': False,\n",
       "  'opponent': 'ATL',\n",
       "  'opponent_lineup_id': '1628381-1628989-1629027-203991-203992',\n",
       "  'oreb_rebound_player': 'Derrick Favors',\n",
       "  'oreb_rebound_player_id': 202324,\n",
       "  'oreb_shot_player': 'Luguentz Dort',\n",
       "  'oreb_shot_player_id': 1629652,\n",
       "  'oreb_shot_type': 'Corner3',\n",
       "  'otid': 1610612760,\n",
       "  'period': 3,\n",
       "  'player': 'Derrick Favors',\n",
       "  'player_id': 202324,\n",
       "  'poss_num': 20,\n",
       "  'possession_start_time': '07:09',\n",
       "  'previous_poss_end_rebound_pid': 0,\n",
       "  'previous_poss_end_rebound_player': None,\n",
       "  'previous_poss_end_shooter_pid': 0,\n",
       "  'previous_poss_end_shooter_player': None,\n",
       "  'previous_poss_end_steal_pid': 0,\n",
       "  'previous_poss_end_steal_player': None,\n",
       "  'previous_poss_end_turnover_pid': 0,\n",
       "  'previous_poss_end_turnover_player': None,\n",
       "  'putback': True,\n",
       "  'score_margin': -14,\n",
       "  'seconds_since_oreb': 1.0,\n",
       "  'shot_distance': 2.6,\n",
       "  'shot_quality': 0.4854,\n",
       "  'shot_time': 402.0,\n",
       "  'shot_type': 'AtRim',\n",
       "  'shot_value': 2,\n",
       "  'start_time': 429.0,\n",
       "  'start_type': 'OffTimeout',\n",
       "  'team': 'OKC',\n",
       "  'time': '06:42',\n",
       "  'url': 'https://videos.nba.com/nba/pbp/media/2021/11/22/0022100255/415/a0d07eea-f33d-d03c-fd45-5a43bdc9745d_960x540.mp4',\n",
       "  'x': 1,\n",
       "  'y': 26}]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "url = \"https://api.pbpstats.com/get-shots/nba\"\n",
    "params = {\n",
    "    \"Season\": \"2021-22\",\n",
    "    \"SeasonType\": \"Regular Season\",\n",
    "    \"EntityType\": \"Opponent\",\n",
    "    \"EntityId\": \"1610612737\",\n",
    "    \"StartType\": \"All\",\n",
    "    \"Blocked\": \"true\",\n",
    "    \"OrebShotType\": \"Missed3\", # set possible values for OrebShotType below\n",
    "    \"SecondsSinceOrebLte\": 4\n",
    "}\n",
    "response = requests.get(url, params=params)\n",
    "response_json = response.json()\n",
    "response_json[\"results\"]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "30f3c843-fddf-4fd8-9c45-1f80c840193f",
   "metadata": {},
   "source": [
    "#### possible values for OrebShotType"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "95b60e2e-8ddf-4fbe-a3d8-df46572462e2",
   "metadata": {},
   "outputs": [],
   "source": [
    "oreb_shot_types = [\n",
    "    \"MissedFG\", # Any Missed FG\n",
    "    \"Missed2\", # Any Missed 2\n",
    "    \"MissedMidRange\", # Any Mid Range Miss\n",
    "    \"Missed3\", # Any Missed 3\n",
    "    \"AtRim\", # Any At Rim Miss\n",
    "    \"AtRimBlocked\", # Any At Rim Blocked\n",
    "    \"ShortMidRange\", # Any Short Mid Range Miss\n",
    "    \"LongMidRange\", # Any Long Mid Range Miss\n",
    "    \"Arc3\", # Any Above the Break 3 Miss\n",
    "    \"Corner3\", # Any Corner 3 Miss\n",
    "    \"FT\", # Any Free Throw Miss\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4883836f-b9ab-40d2-bc59-3a7353af9d5a",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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