nprasad2077/nbaStats
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advanced and totals data scraped success

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nprasad2077 committed 2023-04-27 17:57:26 -05:00
1 parent 9a845ade4a
commit daf96cd270
2 files changed
+141 -36
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nba_data/nba_scraper_advanced.py
+34 -36
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@@ -15,11 +15,10 @@ django.setup()
from nba_data.models import PlayerAdvancedData
# If season is 2014, then change CHO to CHA
teams = ['HOU' ,'PHI', 'BOS', 'NYK', 'BRK', 'TOR', 'MEM', 'NOP', 'DAL', 'SAS', 'DEN', 'MIN', 'OKC', 'UTA', 'POR', 'MIL', 'CLE', 'CHI', 'IND', 'DET', 'SAC', 'PHO', 'GSW', 'LAC', 'LAL', 'MIA', 'ATL', 'WAS', 'ORL', 'CHO']
team_abbreviations = ['ATL', 'BOS', 'BRK', 'CHI', 'CHO', 'CLE', 'DAL', 'DEN', 'DET', 'GSW', 'HOU', 'IND', 'LAC', 'LAL', 'MEM', 'MIA', 'MIL', 'MIN', 'NOP', 'NYK', 'OKC', 'ORL', 'PHI', 'PHO', 'POR', 'SAC', 'SAS', 'TOR', 'UTA', 'WAS']
# team = input('What team? ')
# OMIT above. Will now only ask for season and iterate thru teams list.
season = input('What season? ')
for team in teams:
@@ -70,40 +69,39 @@ for team in teams:
with open(json_output_path, 'w') as jsonfile:
json.dump(data, jsonfile)
# # save data to database
# for row in data:
# player_data = PlayerData(
# name=row['Player'],
# age=row['Age'],
# games=row['G'],
# games_started=row['GS'],
# minutes_pg=row['MP'],
# field_goals=row['FG'],
# field_attempts=row['FGA'],
# field_percent=row['FG%'],
# three_fg=row['3P'],
# three_attempts=row['3PA'],
# three_percent=row['3P%'],
# two_fg=row['2P'],
# two_attempts=row['2PA'],
# two_percent=row['2P%'],
# effect_fg_percent=row['eFG%'],
# ft=row['FT'],
# fta=row['FTA'],
# ft_percent=row['FT%'],
# ORB=row['ORB'],
# DRB=row['DRB'],
# TRB=row['TRB'],
# AST=row['AST'],
# STL=row['STL'],
# BLK=row['BLK'],
# TOV=row['TOV'],
# PF=row['PF'],
# PTS=row['PTS'],
# team=row['team'],
# season=row['season'],
# )
# player_data.save()
# save data to database
for row in data:
player_data = PlayerAdvancedData(
player_name = row['Player'],
age = row['Age'],
games = row['G'],
minutes_played = row['MP'],
PER = row['PER'],
TS_percent = row['TS%'],
three_p_attempt_rate = row['3PAr'],
ft_attempt_rate = row['FTr'],
orb_percent = row['ORB%'],
drb_percent = row['DRB%'],
trb_percent = row['TRB%'],
ast_percent = row['AST%'],
stl_percent = row['STL%'],
blk_percent = row['BLK%'],
tov_percent = row['TOV%'],
usg_percent = row['USG%'],
ows = row['OWS'],
dws = row['DWS'],
ws = row['WS'],
ws_per_48 = row['WS/48'],
obpm = row['OBPM'],
dbpm = row['DBPM'],
bpm = row['BPM'],
vorp = row['VORP'],
team = row['team'],
season = row['season'],
)
player_data.save()
print('success')