Shooting statistics by defender distance

defender_dist.py

import pandas as pd
from py_ball import player, league

HEADERS = {'Connection': 'close',
           'Host': 'stats.nba.com',
           'Origin': 'http://stats.nba.com',
           'Upgrade-Insecure-Requests': '1',
           'Referer': 'stats.nba.com',
           'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_13_2)' + \
                         'AppleWebKit/537.36 (KHTML, like Gecko) ' + \
                         'Chrome/66.0.3359.117 Safari/537.36'}

pd.options.mode.chained_assignment = None  # Disabling pandas SetWithCopyWarnings

league_id = '00' #NBA
player_id = '202710'
season = '2018-19'
team_id = '0'
game_id = '0'
per_mode = 'Totals'

players = player.Player(headers=HEADERS,
                        endpoint='playerdashptshots',
                        league_id=league_id,
                        player_id=player_id,
                        season=season,
                        team_id=team_id,
                        game_id=game_id,
                        per_mode=per_mode)

players.data.keys()
defender_dist_df = pd.DataFrame(players.data['ClosestDefenderShooting'])
defender_dist_df.T