└── scrape_NBA_data.py


/scrape_NBA_data.py:
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 1 | # -*- coding: utf-8 -*-
 2 | """
 3 | Created on Sun Dec 22 11:37:10 2019
 4 | 
 5 | @author: Ken
 6 | """
 7 | 
 8 | 
 9 | #Things you need: Player & Team IDs
10 | 
11 | #eswan18
12 | 
13 | # find player Ids 
14 | from nba_api.stats.static import players
15 | player_dict = players.get_players()
16 | 
17 | # Use ternary operator or write function 
18 | bron = [player for player in player_dict if player['full_name'] == 'LeBron James'][0]
19 | bron_id = bron['id']
20 | 
21 | # find team Ids
22 | from nba_api.stats.static import teams 
23 | teams = teams.get_teams()
24 | GSW = [x for x in teams if x['full_name'] == 'Golden State Warriors'][0]
25 | GSW_id = GSW['id']
26 | 
27 | #game_stats_player
28 | #could not get DateFrom to work, just use loop with years if necessary 
29 | from nba_api.stats.library.parameters import SeasonAll
30 | from nba_api.stats.endpoints import playergamelog
31 | import pandas as pd 
32 | 
33 | gamelog_bron = playergamelog.PlayerGameLog(player_id='2544', season = '2018')
34 | df_bron_games_2018 = gamelog_bron.get_data_frames()
35 | 
36 | gamelog_bron_all = playergamelog.PlayerGameLog(player_id='2544', season = SeasonAll.all)
37 | df_bron_games_all = gamelog_bron_all.get_data_frames()
38 | 
39 | #find games played by a team or player
40 | from nba_api.stats.endpoints import leaguegamefinder
41 | GSW_games = leaguegamefinder.LeagueGameFinder(team_id_nullable=GSW_id).get_data_frames()[0]
42 | 
43 | # game play by play data 
44 | from nba_api.stats.endpoints import playbyplay
45 | pbp = playbyplay.PlayByPlay('0021900429').get_data_frames()[0]
46 | 
47 | 
48 | 
49 | 
50 | 
51 | 


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