get-scatter-plots.ipynb

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 "cells": [
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   "cell_type": "markdown",
   "id": "0299ec69-61e3-455b-8db3-8fd436a95c11",
   "metadata": {},
   "source": [
    "This endpoint can be used to get stats for each team for the selected stats"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "8b7dd84d-9e56-4153-9f1a-832bafd44aad",
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a3e15076-0ee1-4ef3-b2c8-9976e24cea58",
   "metadata": {},
   "source": [
    "### Points per 100 possessions and seconds per possession"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "df6e5e2a-1327-4fe5-b0cc-1e9a4560d584",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'id': '1610612754',\n",
       "  'label': 'IND',\n",
       "  'x': 113.0768279104293,\n",
       "  'y': 14.594828652727948},\n",
       " {'id': '1610612751',\n",
       "  'label': 'BKN',\n",
       "  'x': 114.55085374907202,\n",
       "  'y': 14.616184112843355},\n",
       " {'id': '1610612764',\n",
       "  'label': 'WAS',\n",
       "  'x': 111.46289575772745,\n",
       "  'y': 15.134150919784759},\n",
       " {'id': '1610612739',\n",
       "  'label': 'CLE',\n",
       "  'x': 112.14158842933267,\n",
       "  'y': 15.47690941385435},\n",
       " {'id': '1610612742',\n",
       "  'label': 'DAL',\n",
       "  'x': 113.75369205085399,\n",
       "  'y': 15.722100937459869},\n",
       " {'id': '1610612747',\n",
       "  'label': 'LAL',\n",
       "  'x': 110.9876841342671,\n",
       "  'y': 14.503380825887467},\n",
       " {'id': '1610612745',\n",
       "  'label': 'HOU',\n",
       "  'x': 109.16039796165978,\n",
       "  'y': 14.597427808784275},\n",
       " {'id': '1610612737',\n",
       "  'label': 'ATL',\n",
       "  'x': 116.45269849183596,\n",
       "  'y': 14.768166521251402},\n",
       " {'id': '1610612746',\n",
       "  'label': 'LAC',\n",
       "  'x': 110.72362685265911,\n",
       "  'y': 14.813426329555362},\n",
       " {'id': '1610612741',\n",
       "  'label': 'CHI',\n",
       "  'x': 113.77424167081054,\n",
       "  'y': 14.674167081054202},\n",
       " {'id': '1610612740',\n",
       "  'label': 'NOP',\n",
       "  'x': 112.30576441102757,\n",
       "  'y': 14.885714285714286},\n",
       " {'id': '1610612761',\n",
       "  'label': 'TOR',\n",
       "  'x': 113.32912192040429,\n",
       "  'y': 15.11724573594441},\n",
       " {'id': '1610612748',\n",
       "  'label': 'MIA',\n",
       "  'x': 114.30381350563789,\n",
       "  'y': 15.106423413150893},\n",
       " {'id': '1610612765',\n",
       "  'label': 'DET',\n",
       "  'x': 106.67659468850832,\n",
       "  'y': 14.839041945892282},\n",
       " {'id': '1610612758',\n",
       "  'label': 'SAC',\n",
       "  'x': 110.68281938325991,\n",
       "  'y': 14.250489476260402},\n",
       " {'id': '1610612756',\n",
       "  'label': 'PHX',\n",
       "  'x': 115.6188605108055,\n",
       "  'y': 14.272838899803537},\n",
       " {'id': '1610612762',\n",
       "  'label': 'UTA',\n",
       "  'x': 117.46311940486697,\n",
       "  'y': 15.076913377884251},\n",
       " {'id': '1610612750',\n",
       "  'label': 'MIN',\n",
       "  'x': 114.81884057971016,\n",
       "  'y': 14.027415458937199},\n",
       " {'id': '1610612744',\n",
       "  'label': 'GSW',\n",
       "  'x': 113.26530612244898,\n",
       "  'y': 14.395470383275262},\n",
       " {'id': '1610612752',\n",
       "  'label': 'NYK',\n",
       "  'x': 110.95437793874699,\n",
       "  'y': 15.344516456983099},\n",
       " {'id': '1610612753',\n",
       "  'label': 'ORL',\n",
       "  'x': 104.84543670264966,\n",
       "  'y': 14.571270853778215},\n",
       " {'id': '1610612755',\n",
       "  'label': 'PHI',\n",
       "  'x': 114.21512732801216,\n",
       "  'y': 15.38654503990878},\n",
       " {'id': '1610612757',\n",
       "  'label': 'POR',\n",
       "  'x': 108.46718964014444,\n",
       "  'y': 14.803635910845474},\n",
       " {'id': '1610612766',\n",
       "  'label': 'CHA',\n",
       "  'x': 114.76941747572815,\n",
       "  'y': 14.186893203883495},\n",
       " {'id': '1610612749',\n",
       "  'label': 'MIL',\n",
       "  'x': 115.50189047444812,\n",
       "  'y': 13.977192340529333},\n",
       " {'id': '1610612759',\n",
       "  'label': 'SAS',\n",
       "  'x': 113.13094367227507,\n",
       "  'y': 14.084613508900269},\n",
       " {'id': '1610612743',\n",
       "  'label': 'DEN',\n",
       "  'x': 115.06286567907382,\n",
       "  'y': 15.004232540769326},\n",
       " {'id': '1610612760',\n",
       "  'label': 'OKC',\n",
       "  'x': 104.75369458128078,\n",
       "  'y': 14.620566502463054},\n",
       " {'id': '1610612763',\n",
       "  'label': 'MEM',\n",
       "  'x': 115.75091575091574,\n",
       "  'y': 14.41904761904762},\n",
       " {'id': '1610612738',\n",
       "  'label': 'BOS',\n",
       "  'x': 114.70772311928903,\n",
       "  'y': 14.968832144198272}]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "url = \"https://api.pbpstats.com/get-scatter-plots/nba\"\n",
    "params = {\n",
    "    \"Season\": \"2021-22\",\n",
    "    \"SeasonType\": \"Regular Season\",\n",
    "    \"Xaxis\": \"PtsPer100Poss\", # see list of available stat keys below\n",
    "    \"Yaxis\": \"SecondsPerPoss\", # see list of available stat keys below\n",
    "    \"XaxisType\": \"Team\", # Team or Opponent\n",
    "    \"YaxisType\": \"Team\" # Team or Opponent\n",
    "}\n",
    "response = requests.get(url, params=params)\n",
    "response_json = response.json()\n",
    "response_json['results']"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "555caf8f-a3ee-4b92-b729-6edca3687bc9",
   "metadata": {},
   "source": [
    "### Available axis stat key options"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "227eb00d-a5f9-46d2-beb5-d2a4ca291fe5",
   "metadata": {},
   "outputs": [],
   "source": [
    "stat_keys = [\n",
    "    \"PtsPer100Poss\", # Points Per 100 Possessions\n",
    "    \"SecondsPerPoss\", # Seconds Per Possession\n",
    "    \"FG3APct\", # 3 Point Rate\n",
    "    \"Fg3Pct\", # 3pt %\n",
    "    \"AtRimFrequency\", # At Rim Shot Frequency\n",
    "    \"AtRimAccuracy\", # At Rim FG%\n",
    "    \"AtRimPctAssisted\", # At Rim % Assisted\n",
    "    \"ShortMidRangeFrequency\", # Short Mid Range Shot Frequency\n",
    "    \"ShortMidRangeAccuracy\", # Short Mid Range FG%\n",
    "    \"ShortMidRangePctAssisted\", # Short Mid Range % Assisted\n",
    "    \"LongMidRangeFrequency\", # Long Mid Range Shot Frequency\n",
    "    \"LongMidRangeAccuracy\", # Long Mid Range FG%\n",
    "    \"LongMidRangePctAssisted\", # Long Mid % Assisted\n",
    "    \"Corner3Frequency\", # Corner 3 Shot Frequency\n",
    "    \"Corner3Accuracy\", # Corner 3 FG%\n",
    "    \"Corner3PctAssisted\", # Corner 3 % Assisted\n",
    "    \"Arc3Frequency\", # Above The Break 3 Shot Frequency\n",
    "    \"Arc3Accuracy\", # Above The Break 3 FG%\n",
    "    \"Arc3PctAssisted\", # Above The Break 3 % Assisted\n",
    "    \"LiveBallTurnoverPct\", # Live Ball TO%\n",
    "    \"EfgPct\", # eFG%\n",
    "    \"DefFTReboundPct\", # DReb% - Missed FTs\n",
    "    \"OffFTReboundPct\", # OReb% - Missed FTs\n",
    "    \"DefTwoPtReboundPct\", # DReb% - Missed 2s\n",
    "    \"OffTwoPtReboundPct\", # OReb% - Missed 2s\n",
    "    \"DefThreePtReboundPct\", # DReb% - Missed 3s\n",
    "    \"OffThreePtReboundPct\", # OReb% - Missed 3s\n",
    "    \"DefFGReboundPct\", # DReb% - Missed FGs\n",
    "    \"OffFGReboundPct\", # OReb% - Missed FGs\n",
    "    \"OffAtRimReboundPct\", # At Rim OReb%\n",
    "    \"OffShortMidRangeReboundPct\", # Short Mid-Range OReb%\n",
    "    \"OffLongMidRangeReboundPct\", # Long Mid-Range OReb%\n",
    "    \"OffArc3ReboundPct\", # Arc 3 OReb%\n",
    "    \"OffCorner3ReboundPct\", # Corner 3 OReb%\n",
    "    \"DefAtRimReboundPct\", # At Rim DReb%\n",
    "    \"DefShortMidRangeReboundPct\", # Short Mid-Range DReb%\n",
    "    \"DefLongMidRangeReboundPct\", # Long Mid-Range DReb%\n",
    "    \"DefArc3ReboundPct\", # Arc 3 DReb%\n",
    "    \"DefCorner3ReboundPct\", # Corner 3 DReb%\n",
    "    \"SecondChancePtsPer100PossSecondChance\", # Second Chance Efficiency\n",
    "    \"PenaltyPtsPer100PossPenalty\", # Penalty Efficiency\n",
    "    \"SecondChanceOffPossPer100Poss\", # Second Chance Possessions Per 100 Possessions\n",
    "    \"FirstChancePtsPer100Poss\", # First Chance Points Per 100 Possessions\n",
    "    \"SecondChancePtsPer100Poss\", # Second Chance Points Per 100 Possessions\n",
    "    \"PenaltyOffPossPer100Poss\", # Penalty Possessions Per 100 Possessions\n",
    "    \"Avg2ptShotDistance\", # Avg 2pt Shot Distance\n",
    "    \"Avg3ptShotDistance\" # Avg 3pt Shot Distance \n",
    "]"
   ]
  },
  {
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   "execution_count": null,
   "id": "03e9e88f-d75e-4ba9-9c9f-0c943bf2704f",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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