In [1]:
import os
import json
import numpy as np
In [2]:
try:
os.mkdir('afl_stats')
except:
pass
In [3]:
def save_json(data, filename, _dir='afl_stats'):
try: # make directory if it doesnt exist
os.mkdir(_dir)
except:
pass
with open(os.path.join(_dir,filename + '.json'), 'w') as fp:
json.dump(data, fp)
def load_json(filename, _dir='afl_stats'):
# try: # make directory if it doesnt exist
with open(os.path.join(_dir,filename), 'r') as fp:
return json.load(fp)
# except:
# raise ValueError()
In [4]:
# from http://stackoverflow.com/questions/23561759/cannot-fetch-javascript-element
import requests
# from bs4 import BeautifulSoup
# page_url = 'http://www.afl.com.au/afl/stats/player-ratings/overall-standings'
token_url = 'http://www.afl.com.au/api/cfs/afl/WMCTok'
# player_url = 'http://www.afl.com.au/api/cfs/afl/playerProfile/'
session = requests.Session()
# r = session.get(page_url)
# soup = BeautifulSoup(r.content)
token = session.post(token_url).json()['token']
In [5]:
data = session.post(token_url)
In [9]:
Out[9]:
{u'disclaimer': u'All content and material contained within this site is protected by copyright owned by or licensed to Telstra. Unauthorised reproduction, publishing, transmission, distribution, copying or other use is prohibited.',
u'token': u'82ad35bbe2a0068fb85cf95364136d4c'}
In [6]:
token
Out[6]:
u'fd19c3aece068484f199526ee8345bae'
FROM https://github.com/samvrlewis/afl-stats-database/blob/master/aflcomau_scraper_stub.py
Some code to get the JSON from the AFL.com.au stats api I found the header info by using the developer tools in Chrome:
- Visit http://www.afl.com.au/stats
- Open developer tools
- Change to network tab
- Add a filter for 'XHR'
- Change season to 2014, round to round 1 and match to collingwood vs freo
- There should be a GET request in the developer tools log
- Can examine the request to see the request headers, cookies etc
It only seems to work if the X-media-mis-token header is included, I'm not sure how this is generated I'm also not sure how the query string is generated but this could probably be found by looking at a few different requests and looking for the pattern competitionId I would guess is constant roundId and matchId might just be the date + game number or something?
In [7]:
import pandas as pd
In [8]:
# GET /api/cfs/afl/statsCentre/players?competitionId=CD_S2014014&roundId=CD_R201401401 HTTP/1.1
headers = {
"Host": "www.afl.com.au",
"Connection": "keep-alive",
"Accept": "application/json, text/javascript, */*; q=0.01",
"X-media-mis-token": token,
"X-Requested-With": "XMLHttpRequest",
"User-Agent": r'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_3) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.124 Safari/537.36',
"Referer": "http://www.afl.com.au/stats",
"Accept-Encoding": "gzip, deflate, sdch",
"Accept-Language": "en-GB,en-US;q=0.8,en;q=0.6",
}
In [9]:
query_string = 'http://www.afl.com.au/api/cfs/afl/matchItems/round/CD_R200101412'
response = session.get(query_string, headers=headers)
match_json = response.json()
match_json
Out[9]:
{u'byes': [],
u'items': [{u'liveVideos': [],
u'match': {u'abbr': u'ESS V ADEL',
u'awayTeam': {u'abbr': u'ADEL',
u'badgeAssetURL': None,
u'bio': None,
u'coachId': None,
u'flagAssetURL': None,
u'guid': None,
u'name': u'Adelaide Crows',
u'nickname': u'Crows',
u'photoURL': None,
u'players': None,
u'teamId': u'CD_T10',
u'timeZone': None},
u'awayTeamGuid': u'dd5bbb12fafb7310VgnVCM100000976fb70aRCRD',
u'awayTeamId': u'CD_T10',
u'awayTeamPostGameArticleURL': None,
u'awayTeamPreGameArticleURL': None,
u'chatId': None,
u'date': u'2001-06-15T04:10:00.000+0000',
u'guid': u'932abba74bdf7310VgnVCM100000976fb70aRCRD',
u'hash': u'5aca9bee04294c068427bf0acaf3a72b',
u'homeTeam': {u'abbr': u'ESS',
u'badgeAssetURL': None,
u'bio': None,
u'coachId': None,
u'flagAssetURL': None,
u'guid': None,
u'name': u'Essendon',
u'nickname': u'Bombers',
u'photoURL': None,
u'players': None,
u'teamId': u'CD_T50',
u'timeZone': None},
u'homeTeamGuid': u'945cbb12fafb7310VgnVCM100000976fb70aRCRD',
u'homeTeamId': u'CD_T50',
u'homeTeamPostGameArticleURL': None,
u'homeTeamPreGameArticleURL': None,
u'liveVideoChannel': None,
u'matchId': u'CD_M20010141201',
u'name': u'Essendon Vs Adelaide Crows',
u'postGameArticleGuid': None,
u'postGameArticleId': None,
u'postGameArticleURL': None,
u'preGameArticleGuid': None,
u'preGameArticleId': None,
u'preGameArticleURL': None,
u'round': u'CD_R200101412',
u'roundGuid': u'55b30dd83c5c7310VgnVCM100000976fb70aRCRD',
u'status': u'CONCLUDED',
u'ticketLink': None,
u'twitterHashTag': None,
u'utcStartTime': u'2001-06-15T04:10:00',
u'venue': u'CD_V190',
u'venueGuid': u'3610bb12fafb7310VgnVCM100000976fb70aRCRD',
u'venueLocalStartTime': u'2001-06-15T14:10:00'},
u'round': {u'abbreviation': u'Rd 12',
u'competitionId': u'CD_S2001014',
u'guid': u'55b30dd83c5c7310VgnVCM100000976fb70aRCRD',
u'name': u'Round 12',
u'roundId': u'CD_R200101412',
u'roundNumber': 12,
u'season': u'89a30dd83c5c7310VgnVCM100000976fb70aRCRD',
u'year': u'2001'},
u'score': None,
u'venue': {u'abbreviation': u'ES',
u'address': None,
u'androidStadiumLink': u'com.sportinginnovations.etihad',
u'capacity': None,
u'groundDimension': None,
u'guid': u'3610bb12fafb7310VgnVCM100000976fb70aRCRD',
u'imageURL': None,
u'iosStadiumLink': u'https://itunes.apple.com/au/app/etihad-live/id978176355?mt=8,uphoria-etihad://home',
u'latitude': None,
u'longitude': None,
u'name': u'Etihad Stadium',
u'state': None,
u'ticketProviderLink': None,
u'timeZone': u'Australia/Melbourne',
u'venueId': u'CD_V190'}},
{u'liveVideos': [],
u'match': {u'abbr': u'GEEL V WB',
u'awayTeam': {u'abbr': u'WB',
u'badgeAssetURL': None,
u'bio': None,
u'coachId': None,
u'flagAssetURL': None,
u'guid': None,
u'name': u'Western Bulldogs',
u'nickname': u'Bulldogs',
u'photoURL': None,
u'players': None,
u'teamId': u'CD_T140',
u'timeZone': None},
u'awayTeamGuid': u'b28fbb12fafb7310VgnVCM100000976fb70aRCRD',
u'awayTeamId': u'CD_T140',
u'awayTeamPostGameArticleURL': None,
u'awayTeamPreGameArticleURL': None,
u'chatId': None,
u'date': u'2001-06-16T04:10:00.000+0000',
u'guid': u'cf8abba74bdf7310VgnVCM100000976fb70aRCRD',
u'hash': u'e5a4cd33d9ecbe2e502767a4956050a5',
u'homeTeam': {u'abbr': u'GEEL',
u'badgeAssetURL': None,
u'bio': None,
u'coachId': None,
u'flagAssetURL': None,
u'guid': None,
u'name': u'Geelong Cats',
u'nickname': u'Cats',
u'photoURL': None,
u'players': None,
u'teamId': u'CD_T70',
u'timeZone': None},
u'homeTeamGuid': u'ef3dbb12fafb7310VgnVCM100000976fb70aRCRD',
u'homeTeamId': u'CD_T70',
u'homeTeamPostGameArticleURL': None,
u'homeTeamPreGameArticleURL': None,
u'liveVideoChannel': None,
u'matchId': u'CD_M20010141202',
u'name': u'Geelong Cats Vs Western Bulldogs',
u'postGameArticleGuid': None,
u'postGameArticleId': None,
u'postGameArticleURL': None,
u'preGameArticleGuid': None,
u'preGameArticleId': None,
u'preGameArticleURL': None,
u'round': u'CD_R200101412',
u'roundGuid': u'55b30dd83c5c7310VgnVCM100000976fb70aRCRD',
u'status': u'CONCLUDED',
u'ticketLink': None,
u'twitterHashTag': None,
u'utcStartTime': u'2001-06-16T04:10:00',
u'venue': u'CD_V30',
u'venueGuid': u'ba10bb12fafb7310VgnVCM100000976fb70aRCRD',
u'venueLocalStartTime': u'2001-06-16T14:10:00'},
u'round': {u'abbreviation': u'Rd 12',
u'competitionId': u'CD_S2001014',
u'guid': u'55b30dd83c5c7310VgnVCM100000976fb70aRCRD',
u'name': u'Round 12',
u'roundId': u'CD_R200101412',
u'roundNumber': 12,
u'season': u'89a30dd83c5c7310VgnVCM100000976fb70aRCRD',
u'year': u'2001'},
u'score': {u'awayTeamScore': {u'matchScore': {u'behinds': 4,
u'goals': 15,
u'superGoals': None,
u'totalScore': 94},
u'minutesInFront': None,
u'periodScore': [{u'periodNumber': 1,
u'score': {u'behinds': 0,
u'goals': 1,
u'superGoals': None,
u'totalScore': 6}},
{u'periodNumber': 2,
u'score': {u'behinds': 3,
u'goals': 6,
u'superGoals': None,
u'totalScore': 39}},
{u'periodNumber': 3,
u'score': {u'behinds': 1,
u'goals': 2,
u'superGoals': None,
u'totalScore': 13}},
{u'periodNumber': 4,
u'score': {u'behinds': 0,
u'goals': 6,
u'superGoals': None,
u'totalScore': 36}}],
u'rushedBehinds': 0},
u'awayTeamScoreChart': None,
u'homeTeamScore': {u'matchScore': {u'behinds': 9,
u'goals': 13,
u'superGoals': None,
u'totalScore': 87},
u'minutesInFront': None,
u'periodScore': [{u'periodNumber': 1,
u'score': {u'behinds': 1,
u'goals': 7,
u'superGoals': None,
u'totalScore': 43}},
{u'periodNumber': 2,
u'score': {u'behinds': 1,
u'goals': 3,
u'superGoals': None,
u'totalScore': 19}},
{u'periodNumber': 3,
u'score': {u'behinds': 2,
u'goals': 2,
u'superGoals': None,
u'totalScore': 14}},
{u'periodNumber': 4,
u'score': {u'behinds': 5,
u'goals': 1,
u'superGoals': None,
u'totalScore': 11}}],
u'rushedBehinds': 1},
u'homeTeamScoreChart': None,
u'matchClock': {u'periods': [{u'periodCompleted': True,
u'periodNumber': 1,
u'periodSeconds': 1694},
{u'periodCompleted': True, u'periodNumber': 2, u'periodSeconds': 1900},
{u'periodCompleted': True, u'periodNumber': 3, u'periodSeconds': 1659},
{u'periodCompleted': True, u'periodNumber': 4, u'periodSeconds': 1755}]},
u'matchId': u'CD_M20010141202',
u'scoreMap': None,
u'scoreWorm': None,
u'status': u'CONCLUDED',
u'weather': {u'description': u'Mostly Sunny',
u'tempInCelsius': 18.0,
u'weatherType': u'MOSTLY_SUNNY'}},
u'venue': {u'abbreviation': u'SS',
u'address': None,
u'androidStadiumLink': None,
u'capacity': None,
u'groundDimension': None,
u'guid': u'ba10bb12fafb7310VgnVCM100000976fb70aRCRD',
u'imageURL': None,
u'iosStadiumLink': None,
u'latitude': None,
u'longitude': None,
u'name': u'Simonds Stadium',
u'state': None,
u'ticketProviderLink': None,
u'timeZone': u'Australia/Melbourne',
u'venueId': u'CD_V30'}},
{u'liveVideos': [],
u'match': {u'abbr': u'FRE V STK',
u'awayTeam': {u'abbr': u'STK',
u'badgeAssetURL': None,
u'bio': None,
u'coachId': None,
u'flagAssetURL': None,
u'guid': None,
u'name': u'St Kilda',
u'nickname': u'Saints',
u'photoURL': None,
u'players': None,
u'teamId': u'CD_T130',
u'timeZone': None},
u'awayTeamGuid': u'dfeebb12fafb7310VgnVCM100000976fb70aRCRD',
u'awayTeamId': u'CD_T130',
u'awayTeamPostGameArticleURL': None,
u'awayTeamPreGameArticleURL': None,
u'chatId': None,
u'date': u'2001-06-16T06:10:00.000+0000',
u'guid': u'a1aabba74bdf7310VgnVCM100000976fb70aRCRD',
u'hash': u'b6eb886b89f286f540fba0fbcdd56cde',
u'homeTeam': {u'abbr': u'FRE',
u'badgeAssetURL': None,
u'bio': None,
u'coachId': None,
u'flagAssetURL': None,
u'guid': None,
u'name': u'Fremantle',
u'nickname': u'Dockers',
u'photoURL': None,
u'players': None,
u'teamId': u'CD_T60',
u'timeZone': None},
u'homeTeamGuid': u'de9cbb12fafb7310VgnVCM100000976fb70aRCRD',
u'homeTeamId': u'CD_T60',
u'homeTeamPostGameArticleURL': None,
u'homeTeamPreGameArticleURL': None,
u'liveVideoChannel': None,
u'matchId': u'CD_M20010141203',
u'name': u'Fremantle Vs St Kilda',
u'postGameArticleGuid': None,
u'postGameArticleId': None,
u'postGameArticleURL': None,
u'preGameArticleGuid': None,
u'preGameArticleId': None,
u'preGameArticleURL': None,
u'round': u'CD_R200101412',
u'roundGuid': u'55b30dd83c5c7310VgnVCM100000976fb70aRCRD',
u'status': u'CONCLUDED',
u'ticketLink': None,
u'twitterHashTag': None,
u'utcStartTime': u'2001-06-16T06:10:00',
u'venue': u'CD_V70',
u'venueGuid': u'1e10bb12fafb7310VgnVCM100000976fb70aRCRD',
u'venueLocalStartTime': u'2001-06-16T14:10:00'},
u'round': {u'abbreviation': u'Rd 12',
u'competitionId': u'CD_S2001014',
u'guid': u'55b30dd83c5c7310VgnVCM100000976fb70aRCRD',
u'name': u'Round 12',
u'roundId': u'CD_R200101412',
u'roundNumber': 12,
u'season': u'89a30dd83c5c7310VgnVCM100000976fb70aRCRD',
u'year': u'2001'},
u'score': {u'awayTeamScore': {u'matchScore': {u'behinds': 18,
u'goals': 12,
u'superGoals': None,
u'totalScore': 90},
u'minutesInFront': None,
u'periodScore': [{u'periodNumber': 1,
u'score': {u'behinds': 3,
u'goals': 5,
u'superGoals': None,
u'totalScore': 33}},
{u'periodNumber': 2,
u'score': {u'behinds': 4,
u'goals': 3,
u'superGoals': None,
u'totalScore': 22}},
{u'periodNumber': 3,
u'score': {u'behinds': 4,
u'goals': 1,
u'superGoals': None,
u'totalScore': 10}},
{u'periodNumber': 4,
u'score': {u'behinds': 7,
u'goals': 3,
u'superGoals': None,
u'totalScore': 25}}],
u'rushedBehinds': 4},
u'awayTeamScoreChart': None,
u'homeTeamScore': {u'matchScore': {u'behinds': 14,
u'goals': 11,
u'superGoals': None,
u'totalScore': 80},
u'minutesInFront': None,
u'periodScore': [{u'periodNumber': 1,
u'score': {u'behinds': 6,
u'goals': 2,
u'superGoals': None,
u'totalScore': 18}},
{u'periodNumber': 2,
u'score': {u'behinds': 3,
u'goals': 3,
u'superGoals': None,
u'totalScore': 21}},
{u'periodNumber': 3,
u'score': {u'behinds': 4,
u'goals': 5,
u'superGoals': None,
u'totalScore': 34}},
{u'periodNumber': 4,
u'score': {u'behinds': 1,
u'goals': 1,
u'superGoals': None,
u'totalScore': 7}}],
u'rushedBehinds': 4},
u'homeTeamScoreChart': None,
u'matchClock': {u'periods': [{u'periodCompleted': True,
u'periodNumber': 1,
u'periodSeconds': 1931},
{u'periodCompleted': True, u'periodNumber': 2, u'periodSeconds': 1939},
{u'periodCompleted': True, u'periodNumber': 3, u'periodSeconds': 1711},
{u'periodCompleted': True, u'periodNumber': 4, u'periodSeconds': 1856}]},
u'matchId': u'CD_M20010141203',
u'scoreMap': None,
u'scoreWorm': None,
u'status': u'CONCLUDED',
u'weather': {u'description': u'Mostly Sunny',
u'tempInCelsius': 18.0,
u'weatherType': u'MOSTLY_SUNNY'}},
u'venue': {u'abbreviation': u'DS',
u'address': None,
u'androidStadiumLink': None,
u'capacity': None,
u'groundDimension': None,
u'guid': u'1e10bb12fafb7310VgnVCM100000976fb70aRCRD',
u'imageURL': None,
u'iosStadiumLink': None,
u'latitude': None,
u'longitude': None,
u'name': u'Domain Stadium',
u'state': None,
u'ticketProviderLink': None,
u'timeZone': u'Australia/Perth',
u'venueId': u'CD_V70'}},
{u'liveVideos': [],
u'match': {u'abbr': u'MELB V BL',
u'awayTeam': {u'abbr': u'BL',
u'badgeAssetURL': None,
u'bio': None,
u'coachId': None,
u'flagAssetURL': None,
u'guid': None,
u'name': u'Brisbane Lions',
u'nickname': u'Lions',
u'photoURL': None,
u'players': None,
u'teamId': u'CD_T20',
u'timeZone': None},
u'awayTeamGuid': u'aa0bbb12fafb7310VgnVCM100000976fb70aRCRD',
u'awayTeamId': u'CD_T20',
u'awayTeamPostGameArticleURL': None,
u'awayTeamPreGameArticleURL': None,
u'chatId': None,
u'date': u'2001-06-17T04:10:00.000+0000',
u'guid': u'ab6abba74bdf7310VgnVCM100000976fb70aRCRD',
u'hash': u'dab4d382e37b9216d870486db7239d4c',
u'homeTeam': {u'abbr': u'MELB',
u'badgeAssetURL': None,
u'bio': None,
u'coachId': None,
u'flagAssetURL': None,
u'guid': None,
u'name': u'Melbourne',
u'nickname': u'Demons',
u'photoURL': None,
u'players': None,
u'teamId': u'CD_T90',
u'timeZone': None},
u'homeTeamGuid': u'77ddbb12fafb7310VgnVCM100000976fb70aRCRD',
u'homeTeamId': u'CD_T90',
u'homeTeamPostGameArticleURL': None,
u'homeTeamPreGameArticleURL': None,
u'liveVideoChannel': None,
u'matchId': u'CD_M20010141204',
u'name': u'Melbourne Vs Brisbane Lions',
u'postGameArticleGuid': None,
u'postGameArticleId': None,
u'postGameArticleURL': None,
u'preGameArticleGuid': None,
u'preGameArticleId': None,
u'preGameArticleURL': None,
u'round': u'CD_R200101412',
u'roundGuid': u'55b30dd83c5c7310VgnVCM100000976fb70aRCRD',
u'status': u'CONCLUDED',
u'ticketLink': None,
u'twitterHashTag': None,
u'utcStartTime': u'2001-06-17T04:10:00',
u'venue': u'CD_V20',
u'venueGuid': u'7810bb12fafb7310VgnVCM100000976fb70aRCRD',
u'venueLocalStartTime': u'2001-06-17T14:10:00'},
u'round': {u'abbreviation': u'Rd 12',
u'competitionId': u'CD_S2001014',
u'guid': u'55b30dd83c5c7310VgnVCM100000976fb70aRCRD',
u'name': u'Round 12',
u'roundId': u'CD_R200101412',
u'roundNumber': 12,
u'season': u'89a30dd83c5c7310VgnVCM100000976fb70aRCRD',
u'year': u'2001'},
u'score': {u'awayTeamScore': {u'matchScore': {u'behinds': 10,
u'goals': 23,
u'superGoals': None,
u'totalScore': 148},
u'minutesInFront': None,
u'periodScore': [{u'periodNumber': 1,
u'score': {u'behinds': 1,
u'goals': 5,
u'superGoals': None,
u'totalScore': 31}},
{u'periodNumber': 2,
u'score': {u'behinds': 5,
u'goals': 4,
u'superGoals': None,
u'totalScore': 29}},
{u'periodNumber': 3,
u'score': {u'behinds': 2,
u'goals': 7,
u'superGoals': None,
u'totalScore': 44}},
{u'periodNumber': 4,
u'score': {u'behinds': 2,
u'goals': 7,
u'superGoals': None,
u'totalScore': 44}}],
u'rushedBehinds': 3},
u'awayTeamScoreChart': None,
u'homeTeamScore': {u'matchScore': {u'behinds': 15,
u'goals': 14,
u'superGoals': None,
u'totalScore': 99},
u'minutesInFront': None,
u'periodScore': [{u'periodNumber': 1,
u'score': {u'behinds': 4,
u'goals': 3,
u'superGoals': None,
u'totalScore': 22}},
{u'periodNumber': 2,
u'score': {u'behinds': 4,
u'goals': 3,
u'superGoals': None,
u'totalScore': 22}},
{u'periodNumber': 3,
u'score': {u'behinds': 2,
u'goals': 4,
u'superGoals': None,
u'totalScore': 26}},
{u'periodNumber': 4,
u'score': {u'behinds': 5,
u'goals': 4,
u'superGoals': None,
u'totalScore': 29}}],
u'rushedBehinds': 4},
u'homeTeamScoreChart': None,
u'matchClock': {u'periods': [{u'periodCompleted': True,
u'periodNumber': 1,
u'periodSeconds': 1805},
{u'periodCompleted': True, u'periodNumber': 2, u'periodSeconds': 1718},
{u'periodCompleted': True, u'periodNumber': 3, u'periodSeconds': 1816},
{u'periodCompleted': True, u'periodNumber': 4, u'periodSeconds': 1942}]},
u'matchId': u'CD_M20010141204',
u'scoreMap': None,
u'scoreWorm': None,
u'status': u'CONCLUDED',
u'weather': {u'description': u'Mostly Sunny',
u'tempInCelsius': 18.0,
u'weatherType': u'MOSTLY_SUNNY'}},
u'venue': {u'abbreviation': u'G',
u'address': None,
u'androidStadiumLink': None,
u'capacity': None,
u'groundDimension': None,
u'guid': u'7810bb12fafb7310VgnVCM100000976fb70aRCRD',
u'imageURL': None,
u'iosStadiumLink': None,
u'latitude': None,
u'longitude': None,
u'name': u'Gabba',
u'state': None,
u'ticketProviderLink': None,
u'timeZone': u'Australia/Brisbane',
u'venueId': u'CD_V20'}},
{u'liveVideos': [],
u'match': {u'abbr': u'COLL V WCE',
u'awayTeam': {u'abbr': u'WCE',
u'badgeAssetURL': None,
u'bio': None,
u'coachId': None,
u'flagAssetURL': None,
u'guid': None,
u'name': u'West Coast Eagles',
u'nickname': u'Eagles',
u'photoURL': None,
u'players': None,
u'teamId': u'CD_T150',
u'timeZone': None},
u'awayTeamGuid': u'eccfbb12fafb7310VgnVCM100000976fb70aRCRD',
u'awayTeamId': u'CD_T150',
u'awayTeamPostGameArticleURL': None,
u'awayTeamPreGameArticleURL': None,
u'chatId': None,
u'date': u'2001-06-22T04:10:00.000+0000',
u'guid': u'ed7abba74bdf7310VgnVCM100000976fb70aRCRD',
u'hash': u'63dbd6466b1302f0311b95711e59a853',
u'homeTeam': {u'abbr': u'COLL',
u'badgeAssetURL': None,
u'bio': None,
u'coachId': None,
u'flagAssetURL': None,
u'guid': None,
u'name': u'Collingwood',
u'nickname': u'Magpies',
u'photoURL': None,
u'players': None,
u'teamId': u'CD_T40',
u'timeZone': None},
u'homeTeamGuid': u'c80cbb12fafb7310VgnVCM100000976fb70aRCRD',
u'homeTeamId': u'CD_T40',
u'homeTeamPostGameArticleURL': None,
u'homeTeamPreGameArticleURL': None,
u'liveVideoChannel': None,
u'matchId': u'CD_M20010141205',
u'name': u'Collingwood Vs West Coast Eagles',
u'postGameArticleGuid': None,
u'postGameArticleId': None,
u'postGameArticleURL': None,
u'preGameArticleGuid': None,
u'preGameArticleId': None,
u'preGameArticleURL': None,
u'round': u'CD_R200101412',
u'roundGuid': u'55b30dd83c5c7310VgnVCM100000976fb70aRCRD',
u'status': u'CONCLUDED',
u'ticketLink': None,
u'twitterHashTag': None,
u'utcStartTime': u'2001-06-22T04:10:00',
u'venue': u'CD_V190',
u'venueGuid': u'3610bb12fafb7310VgnVCM100000976fb70aRCRD',
u'venueLocalStartTime': u'2001-06-22T14:10:00'},
u'round': {u'abbreviation': u'Rd 12',
u'competitionId': u'CD_S2001014',
u'guid': u'55b30dd83c5c7310VgnVCM100000976fb70aRCRD',
u'name': u'Round 12',
u'roundId': u'CD_R200101412',
u'roundNumber': 12,
u'season': u'89a30dd83c5c7310VgnVCM100000976fb70aRCRD',
u'year': u'2001'},
u'score': {u'awayTeamScore': {u'matchScore': {u'behinds': 8,
u'goals': 14,
u'superGoals': None,
u'totalScore': 92},
u'minutesInFront': None,
u'periodScore': [{u'periodNumber': 1,
u'score': {u'behinds': 3,
u'goals': 5,
u'superGoals': None,
u'totalScore': 33}},
{u'periodNumber': 2,
u'score': {u'behinds': 1,
u'goals': 1,
u'superGoals': None,
u'totalScore': 7}},
{u'periodNumber': 3,
u'score': {u'behinds': 1,
u'goals': 4,
u'superGoals': None,
u'totalScore': 25}},
{u'periodNumber': 4,
u'score': {u'behinds': 3,
u'goals': 4,
u'superGoals': None,
u'totalScore': 27}}],
u'rushedBehinds': 2},
u'awayTeamScoreChart': None,
u'homeTeamScore': {u'matchScore': {u'behinds': 17,
u'goals': 26,
u'superGoals': None,
u'totalScore': 173},
u'minutesInFront': None,
u'periodScore': [{u'periodNumber': 1,
u'score': {u'behinds': 5,
u'goals': 4,
u'superGoals': None,
u'totalScore': 29}},
{u'periodNumber': 2,
u'score': {u'behinds': 3,
u'goals': 9,
u'superGoals': None,
u'totalScore': 57}},
{u'periodNumber': 3,
u'score': {u'behinds': 4,
u'goals': 7,
u'superGoals': None,
u'totalScore': 46}},
{u'periodNumber': 4,
u'score': {u'behinds': 5,
u'goals': 6,
u'superGoals': None,
u'totalScore': 41}}],
u'rushedBehinds': 2},
u'homeTeamScoreChart': None,
u'matchClock': {u'periods': [{u'periodCompleted': True,
u'periodNumber': 1,
u'periodSeconds': 1980},
{u'periodCompleted': True, u'periodNumber': 2, u'periodSeconds': 1988},
{u'periodCompleted': True, u'periodNumber': 3, u'periodSeconds': 1926},
{u'periodCompleted': True, u'periodNumber': 4, u'periodSeconds': 1882}]},
u'matchId': u'CD_M20010141205',
u'scoreMap': None,
u'scoreWorm': None,
u'status': u'CONCLUDED',
u'weather': {u'description': u'Mostly Sunny',
u'tempInCelsius': 18.0,
u'weatherType': u'MOSTLY_SUNNY'}},
u'venue': {u'abbreviation': u'ES',
u'address': None,
u'androidStadiumLink': u'com.sportinginnovations.etihad',
u'capacity': None,
u'groundDimension': None,
u'guid': u'3610bb12fafb7310VgnVCM100000976fb70aRCRD',
u'imageURL': None,
u'iosStadiumLink': u'https://itunes.apple.com/au/app/etihad-live/id978176355?mt=8,uphoria-etihad://home',
u'latitude': None,
u'longitude': None,
u'name': u'Etihad Stadium',
u'state': None,
u'ticketProviderLink': None,
u'timeZone': u'Australia/Melbourne',
u'venueId': u'CD_V190'}},
{u'liveVideos': [],
u'match': {u'abbr': u'HAW V NMFC',
u'awayTeam': {u'abbr': u'NMFC',
u'badgeAssetURL': None,
u'bio': None,
u'coachId': None,
u'flagAssetURL': None,
u'guid': None,
u'name': u'North Melbourne',
u'nickname': u'Kangaroos',
u'photoURL': None,
u'players': None,
u'teamId': u'CD_T100',
u'timeZone': None},
u'awayTeamGuid': u'a12ebb12fafb7310VgnVCM100000976fb70aRCRD',
u'awayTeamId': u'CD_T100',
u'awayTeamPostGameArticleURL': None,
u'awayTeamPreGameArticleURL': None,
u'chatId': None,
u'date': u'2001-06-23T04:10:00.000+0000',
u'guid': u'574abba74bdf7310VgnVCM100000976fb70aRCRD',
u'hash': u'a475bd7ef02449efff17464a9ca72c7c',
u'homeTeam': {u'abbr': u'HAW',
u'badgeAssetURL': None,
u'bio': None,
u'coachId': None,
u'flagAssetURL': None,
u'guid': None,
u'name': u'Hawthorn',
u'nickname': u'Hawks',
u'photoURL': None,
u'players': None,
u'teamId': u'CD_T80',
u'timeZone': None},
u'homeTeamGuid': u'2d8dbb12fafb7310VgnVCM100000976fb70aRCRD',
u'homeTeamId': u'CD_T80',
u'homeTeamPostGameArticleURL': None,
u'homeTeamPreGameArticleURL': None,
u'liveVideoChannel': None,
u'matchId': u'CD_M20010141206',
u'name': u'Hawthorn Vs North Melbourne',
u'postGameArticleGuid': None,
u'postGameArticleId': None,
u'postGameArticleURL': None,
u'preGameArticleGuid': None,
u'preGameArticleId': None,
u'preGameArticleURL': None,
u'round': u'CD_R200101412',
u'roundGuid': u'55b30dd83c5c7310VgnVCM100000976fb70aRCRD',
u'status': u'CONCLUDED',
u'ticketLink': None,
u'twitterHashTag': None,
u'utcStartTime': u'2001-06-23T04:10:00',
u'venue': u'CD_V40',
u'venueGuid': u'db10bb12fafb7310VgnVCM100000976fb70aRCRD',
u'venueLocalStartTime': u'2001-06-23T14:10:00'},
u'round': {u'abbreviation': u'Rd 12',
u'competitionId': u'CD_S2001014',
u'guid': u'55b30dd83c5c7310VgnVCM100000976fb70aRCRD',
u'name': u'Round 12',
u'roundId': u'CD_R200101412',
u'roundNumber': 12,
u'season': u'89a30dd83c5c7310VgnVCM100000976fb70aRCRD',
u'year': u'2001'},
u'score': {u'awayTeamScore': {u'matchScore': {u'behinds': 14,
u'goals': 14,
u'superGoals': None,
u'totalScore': 98},
u'minutesInFront': None,
u'periodScore': [{u'periodNumber': 1,
u'score': {u'behinds': 3,
u'goals': 2,
u'superGoals': None,
u'totalScore': 15}},
{u'periodNumber': 2,
u'score': {u'behinds': 5,
u'goals': 4,
u'superGoals': None,
u'totalScore': 29}},
{u'periodNumber': 3,
u'score': {u'behinds': 2,
u'goals': 4,
u'superGoals': None,
u'totalScore': 26}},
{u'periodNumber': 4,
u'score': {u'behinds': 4,
u'goals': 4,
u'superGoals': None,
u'totalScore': 28}}],
u'rushedBehinds': 5},
u'awayTeamScoreChart': None,
u'homeTeamScore': {u'matchScore': {u'behinds': 11,
u'goals': 15,
u'superGoals': None,
u'totalScore': 101},
u'minutesInFront': None,
u'periodScore': [{u'periodNumber': 1,
u'score': {u'behinds': 2,
u'goals': 7,
u'superGoals': None,
u'totalScore': 44}},
{u'periodNumber': 2,
u'score': {u'behinds': 5,
u'goals': 4,
u'superGoals': None,
u'totalScore': 29}},
{u'periodNumber': 3,
u'score': {u'behinds': 3,
u'goals': 2,
u'superGoals': None,
u'totalScore': 15}},
{u'periodNumber': 4,
u'score': {u'behinds': 1,
u'goals': 2,
u'superGoals': None,
u'totalScore': 13}}],
u'rushedBehinds': 1},
u'homeTeamScoreChart': None,
u'matchClock': {u'periods': [{u'periodCompleted': True,
u'periodNumber': 1,
u'periodSeconds': 1786},
{u'periodCompleted': True, u'periodNumber': 2, u'periodSeconds': 1795},
{u'periodCompleted': True, u'periodNumber': 3, u'periodSeconds': 1824},
{u'periodCompleted': True, u'periodNumber': 4, u'periodSeconds': 1815}]},
u'matchId': u'CD_M20010141206',
u'scoreMap': None,
u'scoreWorm': None,
u'status': u'CONCLUDED',
u'weather': {u'description': u'Mostly Sunny',
u'tempInCelsius': 18.0,
u'weatherType': u'MOSTLY_SUNNY'}},
u'venue': {u'abbreviation': u'MCG',
u'address': None,
u'androidStadiumLink': None,
u'capacity': None,
u'groundDimension': None,
u'guid': u'db10bb12fafb7310VgnVCM100000976fb70aRCRD',
u'imageURL': None,
u'iosStadiumLink': None,
u'latitude': None,
u'longitude': None,
u'name': u'MCG',
u'state': None,
u'ticketProviderLink': None,
u'timeZone': u'Australia/Melbourne',
u'venueId': u'CD_V40'}},
{u'liveVideos': [],
u'match': {u'abbr': u'RICH V SYD',
u'awayTeam': {u'abbr': u'SYD',
u'badgeAssetURL': None,
u'bio': None,
u'coachId': None,
u'flagAssetURL': None,
u'guid': None,
u'name': u'Sydney Swans',
u'nickname': u'Swans',
u'photoURL': None,
u'players': None,
u'teamId': u'CD_T160',
u'timeZone': None},
u'awayTeamGuid': u'983fbb12fafb7310VgnVCM100000976fb70aRCRD',
u'awayTeamId': u'CD_T160',
u'awayTeamPostGameArticleURL': None,
u'awayTeamPreGameArticleURL': None,
u'chatId': None,
u'date': u'2001-06-23T04:10:00.000+0000',
u'guid': u'695abba74bdf7310VgnVCM100000976fb70aRCRD',
u'hash': u'79b725227db0b1bf83b5e5e82fb94adb',
u'homeTeam': {u'abbr': u'RICH',
u'badgeAssetURL': None,
u'bio': None,
u'coachId': None,
u'flagAssetURL': None,
u'guid': None,
u'name': u'Richmond',
u'nickname': u'Tigers',
u'photoURL': None,
u'players': None,
u'teamId': u'CD_T120',
u'timeZone': None},
u'homeTeamGuid': u'f3aebb12fafb7310VgnVCM100000976fb70aRCRD',
u'homeTeamId': u'CD_T120',
u'homeTeamPostGameArticleURL': None,
u'homeTeamPreGameArticleURL': None,
u'liveVideoChannel': None,
u'matchId': u'CD_M20010141207',
u'name': u'Richmond Vs Sydney Swans',
u'postGameArticleGuid': None,
u'postGameArticleId': None,
u'postGameArticleURL': None,
u'preGameArticleGuid': None,
u'preGameArticleId': None,
u'preGameArticleURL': None,
u'round': u'CD_R200101412',
u'roundGuid': u'55b30dd83c5c7310VgnVCM100000976fb70aRCRD',
u'status': u'CONCLUDED',
u'ticketLink': None,
u'twitterHashTag': None,
u'utcStartTime': u'2001-06-23T04:10:00',
u'venue': u'CD_V190',
u'venueGuid': u'3610bb12fafb7310VgnVCM100000976fb70aRCRD',
u'venueLocalStartTime': u'2001-06-23T14:10:00'},
u'round': {u'abbreviation': u'Rd 12',
u'competitionId': u'CD_S2001014',
u'guid': u'55b30dd83c5c7310VgnVCM100000976fb70aRCRD',
u'name': u'Round 12',
u'roundId': u'CD_R200101412',
u'roundNumber': 12,
u'season': u'89a30dd83c5c7310VgnVCM100000976fb70aRCRD',
u'year': u'2001'},
u'score': None,
u'venue': {u'abbreviation': u'ES',
u'address': None,
u'androidStadiumLink': u'com.sportinginnovations.etihad',
u'capacity': None,
u'groundDimension': None,
u'guid': u'3610bb12fafb7310VgnVCM100000976fb70aRCRD',
u'imageURL': None,
u'iosStadiumLink': u'https://itunes.apple.com/au/app/etihad-live/id978176355?mt=8,uphoria-etihad://home',
u'latitude': None,
u'longitude': None,
u'name': u'Etihad Stadium',
u'state': None,
u'ticketProviderLink': None,
u'timeZone': u'Australia/Melbourne',
u'venueId': u'CD_V190'}},
{u'liveVideos': [],
u'match': {u'abbr': u'PORT V CARL',
u'awayTeam': {u'abbr': u'CARL',
u'badgeAssetURL': None,
u'bio': None,
u'coachId': None,
u'flagAssetURL': None,
u'guid': None,
u'name': u'Carlton',
u'nickname': u'Blues',
u'photoURL': None,
u'players': None,
u'teamId': u'CD_T30',
u'timeZone': None},
u'awayTeamGuid': u'5bbbbb12fafb7310VgnVCM100000976fb70aRCRD',
u'awayTeamId': u'CD_T30',
u'awayTeamPostGameArticleURL': None,
u'awayTeamPreGameArticleURL': None,
u'chatId': None,
u'date': u'2001-06-24T04:40:00.000+0000',
u'guid': u'a53abba74bdf7310VgnVCM100000976fb70aRCRD',
u'hash': u'784743732c7b491c0ab1d16b34fc5367',
u'homeTeam': {u'abbr': u'PORT',
u'badgeAssetURL': None,
u'bio': None,
u'coachId': None,
u'flagAssetURL': None,
u'guid': None,
u'name': u'Port Adelaide',
u'nickname': u'Power',
u'photoURL': None,
u'players': None,
u'teamId': u'CD_T110',
u'timeZone': None},
u'homeTeamGuid': u'5d6ebb12fafb7310VgnVCM100000976fb70aRCRD',
u'homeTeamId': u'CD_T110',
u'homeTeamPostGameArticleURL': None,
u'homeTeamPreGameArticleURL': None,
u'liveVideoChannel': None,
u'matchId': u'CD_M20010141208',
u'name': u'Port Adelaide Vs Carlton',
u'postGameArticleGuid': None,
u'postGameArticleId': None,
u'postGameArticleURL': None,
u'preGameArticleGuid': None,
u'preGameArticleId': None,
u'preGameArticleURL': None,
u'round': u'CD_R200101412',
u'roundGuid': u'55b30dd83c5c7310VgnVCM100000976fb70aRCRD',
u'status': u'CONCLUDED',
u'ticketLink': None,
u'twitterHashTag': None,
u'utcStartTime': u'2001-06-24T04:40:00',
u'venue': u'CD_V10',
u'venueGuid': u'9910bb12fafb7310VgnVCM100000976fb70aRCRD',
u'venueLocalStartTime': u'2001-06-24T14:10:00'},
u'round': {u'abbreviation': u'Rd 12',
u'competitionId': u'CD_S2001014',
u'guid': u'55b30dd83c5c7310VgnVCM100000976fb70aRCRD',
u'name': u'Round 12',
u'roundId': u'CD_R200101412',
u'roundNumber': 12,
u'season': u'89a30dd83c5c7310VgnVCM100000976fb70aRCRD',
u'year': u'2001'},
u'score': {u'awayTeamScore': {u'matchScore': {u'behinds': 14,
u'goals': 15,
u'superGoals': None,
u'totalScore': 104},
u'minutesInFront': None,
u'periodScore': [{u'periodNumber': 1,
u'score': {u'behinds': 3,
u'goals': 4,
u'superGoals': None,
u'totalScore': 27}},
{u'periodNumber': 2,
u'score': {u'behinds': 5,
u'goals': 3,
u'superGoals': None,
u'totalScore': 23}},
{u'periodNumber': 3,
u'score': {u'behinds': 3,
u'goals': 6,
u'superGoals': None,
u'totalScore': 39}},
{u'periodNumber': 4,
u'score': {u'behinds': 3,
u'goals': 2,
u'superGoals': None,
u'totalScore': 15}}],
u'rushedBehinds': 3},
u'awayTeamScoreChart': None,
u'homeTeamScore': {u'matchScore': {u'behinds': 10,
u'goals': 10,
u'superGoals': None,
u'totalScore': 70},
u'minutesInFront': None,
u'periodScore': [{u'periodNumber': 1,
u'score': {u'behinds': 4,
u'goals': 2,
u'superGoals': None,
u'totalScore': 16}},
{u'periodNumber': 2,
u'score': {u'behinds': 1,
u'goals': 3,
u'superGoals': None,
u'totalScore': 19}},
{u'periodNumber': 3,
u'score': {u'behinds': 1,
u'goals': 3,
u'superGoals': None,
u'totalScore': 19}},
{u'periodNumber': 4,
u'score': {u'behinds': 4,
u'goals': 2,
u'superGoals': None,
u'totalScore': 16}}],
u'rushedBehinds': 1},
u'homeTeamScoreChart': None,
u'matchClock': {u'periods': [{u'periodCompleted': True,
u'periodNumber': 1,
u'periodSeconds': 1816},
{u'periodCompleted': True, u'periodNumber': 2, u'periodSeconds': 1821},
{u'periodCompleted': True, u'periodNumber': 3, u'periodSeconds': 1874},
{u'periodCompleted': True, u'periodNumber': 4, u'periodSeconds': 1677}]},
u'matchId': u'CD_M20010141208',
u'scoreMap': None,
u'scoreWorm': None,
u'status': u'CONCLUDED',
u'weather': {u'description': u'Mostly Sunny',
u'tempInCelsius': 18.0,
u'weatherType': u'MOSTLY_SUNNY'}},
u'venue': {u'abbreviation': u'AS',
u'address': None,
u'androidStadiumLink': None,
u'capacity': None,
u'groundDimension': None,
u'guid': u'9910bb12fafb7310VgnVCM100000976fb70aRCRD',
u'imageURL': None,
u'iosStadiumLink': None,
u'latitude': None,
u'longitude': None,
u'name': u'AAMI Stadium',
u'state': None,
u'ticketProviderLink': None,
u'timeZone': u'Australia/Adelaide',
u'venueId': u'CD_V10'}}],
u'roundId': u'CD_R200101412'}
In [10]:
def get_round(_round, year):
def q_string(_round, year):
return 'http://www.afl.com.au/api/cfs/afl/statsCentre/players?competitionId=CD_S{}014&roundId=CD_R{}014{:0>2d}'.format(year, year, _round)
query_string = q_string(_round, year)
# print query_string
response = session.get(query_string, headers=headers)
match_json = response.json()
return match_json
In [11]:
player_keys = [
# u'timeOnGroundPercentage',
u'surname',
# u'photoURL',
u'playerId',
# u'gamesPlayed',
u'givenName',
u'jumper']
def format_output(raw, _round, year):
outlist = []
for i in raw['lists']:
d = {x: i['player'].get(x, np.NaN) for x in player_keys}
d.update(i['stats']['totals'])
d.update(i['team'])
d.update({'year':year, 'afl_round':_round})
outlist.append(d)
return outlist
In [12]:
# res = []
# for year in range(2001,2016):
# for i in range(1,30):
# roundId = 'CD_R{}014{:0>2d}'.format(year, i)
# # print roundId
# round_file = 'afl_stats/rounds/'+roundId+'.json'
# # if os.path.isfile(round_file):
# # print '.',
# # sample = format_output(load_json(round_file), i, year)
# # res.extend(sample)
# # # print sample
# # # break
# # else:
# print 'Getting R{}-{}'.format(i, year)
# raw = get_round(i,year)
# try:
# sample = format_output(raw, i, year)
# except Exception as e:
# sample = []
# print 'Cant get R{}-{}'.format(i, year)
# # print e
# res.extend(sample)
In [13]:
def get_matches(_round, year):
# http://www.afl.com.au/api/cfs/afl/matchItems/round/CD_R201501406
roundId = 'CD_R{}014{:0>2d}'.format(year, _round)
query_string = 'http://www.afl.com.au/api/cfs/afl/matchItems/round/'+roundId
response = session.get(query_string, headers=headers)
match_json = response.json()
return match_json, roundId
In [14]:
data, roundid = get_matches(5,2015)
In [15]:
# Code to get all round information and build list of matches
# Saves information for every round as json
In [16]:
match_dict = {}
for year in range(2001,2016):
print '\n'+str(year),
for i in range(1,30):
roundid = 'CD_R{}014{:0>2d}'.format(year, i)
if os.path.isfile('afl_stats/rounds/'+roundid+'.json'):
print '.',
raw = load_json(roundid+'.json', _dir='afl_stats/rounds/')
matches = [item['match']['matchId'] for item in raw['items']] # Get list of matchids for the round
match_dict[roundid] = matches
else:
raw, roundid = get_matches(i,year)
# print '\nGetting results for round {} {}, roundID: {}'.format(i, year, roundid)
try:
matches = [item['match']['matchId'] for item in raw['items']] # Get list of matchids for the round
save_json(raw, roundid, _dir='afl_stats/rounds/')
match_dict[roundid] = matches
print '+',
except:
# print 'Error with results for round {} {}'.format(i, year)
print 'X',
save_json(raw, 'error_'+roundid, _dir='afl_stats/rounds/')
2001 . . . . . . . . . . . . . . . . . . . . . . . . . . X X X
2002 . . . . . . . . . . . . . . . . . . . . . . . . . . X X X
2003 . . . . . . . . . . . . . . . . . . . . . . . . . . X X X
2004 . . . . . . . . . . . . . . . . . . . . . . . . . . X X X
2005 . . . . . . . . . . . . . . . . . . . . . . . . . . X X X
2006 . . . . . . . . . . . . . . . . . . . . . . . . . . X X X
2007 . . . . . . . . . . . . . . . . . . . . . . . . . . X X X
2008 . . . . . . . . . . . . . . . . . . . . . . . . . . X X X
2009 . . . . . . . . . . . . . . . . . . . . . . . . . . X X X
2010 . . . . . . . . . . . . . . . . . . . . . . . . . . . X X
2011 . . . . . . . . . . . . . . . . . . . . . . . . . . . . X
2012 . . . . . . . . . . . . . . . . . . . . . . . . . . . X X
2013 . . . . . . . . . . . . . . . . . . . . . . . . . . . X X
2014 . . . . . . . . . . . . . . . . . . . . . . . . . . . X X
2015 . . . . . . . . . . . . . . . . . . . . . . . . + + + X X
In [17]:
match_list = []
for k,v in iter(sorted(match_dict.iteritems())) :
match_list.extend(v)
In [18]:
with open('afl_stats/match_list.json', 'wb') as fp:
# Make dictionary full of data
json.dump(match_list, fp)
In [19]:
def stats_query(matchId):
query_string = 'http://www.afl.com.au/api/cfs/afl/statsCentre/players?matchId='+matchId
response = session.get(query_string, headers=headers)
match_json = response.json()
return match_json
In [20]:
playerIds = set()
In [21]:
def retry_endlessly(func, *args):
try:
return func(*args)
except:
return retry_endlessly(func, *args)
In [22]:
with open('afl_stats/match_list.json', 'r') as fp:
# Make dictionary full of data
match_list = json.load(fp)
In [23]:
# year = [4:8]
# round = i[-4:-2]
#[i[-4:-2] for i in match_list[:50]]
In [24]:
player_stats = []
for n, matchId in enumerate(match_list):
if os.path.isfile('afl_stats/match_player_stats/'+matchId+'.json'):
# print '{} already downloaded'.format(matchId)
print '.',
else:
print 'Getting player stats for match {}: {} of {}'.format(matchId, n, len(match_list))
raw = retry_endlessly(stats_query, matchId)
try:
players = [pl['player']['playerId'] for pl in raw['lists']]
for i in players:
playerIds.add(i) # Build up list of players in database
save_json(raw, matchId, _dir='afl_stats/match_player_stats/')
except Exception:
print 'Error with results for match {}'.format(matchId)
save_json(raw, 'error_'+matchId, _dir='afl_stats/match_player_stats/')
try:
data = load_json(matchId+'.json', _dir='afl_stats/match_player_stats/')
data = format_output(data, int(matchId[-4:-2]), int(matchId[4:8]))
player_stats.extend(data)
except:
pass
# player_stats.e
. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Getting player stats for match CD_M20150142402: 2866 of 2875
Getting player stats for match CD_M20150142401: 2867 of 2875
Getting player stats for match CD_M20150142403: 2868 of 2875
Getting player stats for match CD_M20150142404: 2869 of 2875
Getting player stats for match CD_M20150142501: 2870 of 2875
Getting player stats for match CD_M20150142502: 2871 of 2875
Getting player stats for match CD_M20150142601: 2872 of 2875
Getting player stats for match CD_M20150142602: 2873 of 2875
Getting player stats for match CD_M20150142701: 2874 of 2875
In [25]:
player_df = pd.DataFrame(player_stats)
In [26]:
player_df.to_csv('player_stats_df.csv')
In [27]:
playerlist = player_df.playerId.unique()
In [28]:
def getFromDict(dataDict, mapList):
#http://stackoverflow.com/questions/14692690/access-python-nested-dictionary-items-via-a-list-of-keys
return reduce(lambda d, k: d[k], mapList, dataDict)
In [29]:
keylist = {
'awayteam': ['match','awayTeam','abbr'],
'awayteam_id': ['match','awayTeam','teamId'],
'date': ['match','date'],
'hometeam': ['match','homeTeam','abbr'],
'hometeam_id': ['match','homeTeam','teamId'],
'match_id': ['match','matchId'],
'round_id': ['match','round'],
'year': ['round','year'],
'roundNumber': ['round','roundNumber'],
'venue': ['venue','abbreviation'],
'venue_name': ['venue','name'],
'venue_id': ['venue','venueId'],
}
In [30]:
for k,v in keylist.iteritems():
print k.ljust(16), getFromDict(test['items'][0], v)
match_id
---------------------------------------------------------------------------
NameError Traceback (most recent call last)
<ipython-input-30-5af458403d6b> in <module>()
1 for k,v in keylist.iteritems():
----> 2 print k.ljust(16), getFromDict(test['items'][0], v)
NameError: name 'test' is not defined
In [31]:
def get_player(playerId):
# http://www.afl.com.au/api/cfs/afl/matchItems/round/CD_R201501406
query_string = 'http://www.afl.com.au/api/cfs/afl/playerProfile/'+playerId
response = session.get(query_string, headers=headers)
r = response.json()
save_json(r, playerId,'afl_stats/player_summary')
In [32]:
# with open('afl_stats/playerId_list.json', 'r') as fp:
# # Make dictionary full of data
# playerlist = json.load(fp)
In [34]:
for n, playerId in enumerate(playerlist):
# if os.path.isfile('afl_stats/player_summary/'+playerId+'.json'):
# print '{} already downloaded'.format(playerId)
# print '.',
# else:
print 'Getting player stats for player {}: {} of {}'.format(playerId, n, len(playerlist))
# raw = retry_endlessly(stats_query, matchId)
try:
get_player(playerId)
except Exception:
print 'Error with results for player {}'.format(playerId)
# save_json(raw, 'error_'+matchId, _dir='afl_stats/match_player_stats/')
Getting player stats for player CD_I960309: 0 of 1817
Getting player stats for player CD_I960473: 1 of 1817
Getting player stats for player CD_I960474: 2 of 1817
Getting player stats for player CD_I960318: 3 of 1817
Getting player stats for player CD_I960250: 4 of 1817
Getting player stats for player CD_I960504: 5 of 1817
Getting player stats for player CD_I960338: 6 of 1817
Getting player stats for player CD_I960597: 7 of 1817
Getting player stats for player CD_I210014: 8 of 1817
Getting player stats for player CD_I200049: 9 of 1817
Getting player stats for player CD_I960008: 10 of 1817
Getting player stats for player CD_I960493: 11 of 1817
Getting player stats for player CD_I990048: 12 of 1817
Getting player stats for player CD_I210023: 13 of 1817
Getting player stats for player CD_I970007: 14 of 1817
Getting player stats for player CD_I990055: 15 of 1817
Getting player stats for player CD_I960160: 16 of 1817
Getting player stats for player CD_I960499: 17 of 1817
Getting player stats for player CD_I970089: 18 of 1817
Getting player stats for player CD_I210006: 19 of 1817
Getting player stats for player CD_I960472: 20 of 1817
Getting player stats for player CD_I980058: 21 of 1817
Getting player stats for player CD_I960193: 22 of 1817
Getting player stats for player CD_I960183: 23 of 1817
Getting player stats for player CD_I960342: 24 of 1817
Getting player stats for player CD_I960199: 25 of 1817
Getting player stats for player CD_I980026: 26 of 1817
Getting player stats for player CD_I960209: 27 of 1817
Getting player stats for player CD_I960197: 28 of 1817
Getting player stats for player CD_I990031: 29 of 1817
Getting player stats for player CD_I960172: 30 of 1817
Getting player stats for player CD_I990034: 31 of 1817
Getting player stats for player CD_I970010: 32 of 1817
Getting player stats for player CD_I980118: 33 of 1817
Getting player stats for player CD_I960185: 34 of 1817
Getting player stats for player CD_I960191: 35 of 1817
Getting player stats for player CD_I990046: 36 of 1817
Getting player stats for player CD_I960170: 37 of 1817
Getting player stats for player CD_I960190: 38 of 1817
Getting player stats for player CD_I970127: 39 of 1817
Getting player stats for player CD_I990054: 40 of 1817
Getting player stats for player CD_I980114: 41 of 1817
Getting player stats for player CD_I980030: 42 of 1817
Getting player stats for player CD_I960173: 43 of 1817
Getting player stats for player CD_I960215: 44 of 1817
Getting player stats for player CD_I980127: 45 of 1817
Getting player stats for player CD_I960405: 46 of 1817
Getting player stats for player CD_I210117: 47 of 1817
Getting player stats for player CD_I960387: 48 of 1817
Getting player stats for player CD_I980043: 49 of 1817
Getting player stats for player CD_I960410: 50 of 1817
Getting player stats for player CD_I960412: 51 of 1817
Getting player stats for player CD_I960393: 52 of 1817
Getting player stats for player CD_I970049: 53 of 1817
Getting player stats for player CD_I960380: 54 of 1817
Getting player stats for player CD_I960414: 55 of 1817
Getting player stats for player CD_I960340: 56 of 1817
Getting player stats for player CD_I200045: 57 of 1817
Getting player stats for player CD_I960385: 58 of 1817
Getting player stats for player CD_I960415: 59 of 1817
Getting player stats for player CD_I960042: 60 of 1817
Getting player stats for player CD_I960465: 61 of 1817
Getting player stats for player CD_I960550: 62 of 1817
Getting player stats for player CD_I960407: 63 of 1817
Getting player stats for player CD_I980047: 64 of 1817
Getting player stats for player CD_I960408: 65 of 1817
Getting player stats for player CD_I960130: 66 of 1817
Getting player stats for player CD_I960141: 67 of 1817
Getting player stats for player CD_I200020: 68 of 1817
Getting player stats for player CD_I960479: 69 of 1817
Getting player stats for player CD_I200021: 70 of 1817
Getting player stats for player CD_I960279: 71 of 1817
Getting player stats for player CD_I960625: 72 of 1817
Getting player stats for player CD_I980110: 73 of 1817
Getting player stats for player CD_I210032: 74 of 1817
Getting player stats for player CD_I970035: 75 of 1817
Getting player stats for player CD_I960217: 76 of 1817
Getting player stats for player CD_I980009: 77 of 1817
Getting player stats for player CD_I960159: 78 of 1817
Getting player stats for player CD_I960129: 79 of 1817
Getting player stats for player CD_I970062: 80 of 1817
Getting player stats for player CD_I960603: 81 of 1817
Getting player stats for player CD_I990059: 82 of 1817
Getting player stats for player CD_I200023: 83 of 1817
Getting player stats for player CD_I960356: 84 of 1817
Getting player stats for player CD_I980023: 85 of 1817
Getting player stats for player CD_I960202: 86 of 1817
Getting player stats for player CD_I960557: 87 of 1817
Getting player stats for player CD_I960061: 88 of 1817
Getting player stats for player CD_I970067: 89 of 1817
Getting player stats for player CD_I960278: 90 of 1817
Getting player stats for player CD_I960268: 91 of 1817
Getting player stats for player CD_I960263: 92 of 1817
Getting player stats for player CD_I960266: 93 of 1817
Getting player stats for player CD_I960280: 94 of 1817
Getting player stats for player CD_I970100: 95 of 1817
Getting player stats for player CD_I960284: 96 of 1817
Getting player stats for player CD_I960616: 97 of 1817
Getting player stats for player CD_I960255: 98 of 1817
Getting player stats for player CD_I960524: 99 of 1817
Getting player stats for player CD_I960395: 100 of 1817
Getting player stats for player CD_I960308: 101 of 1817
Getting player stats for player CD_I960258: 102 of 1817
Getting player stats for player CD_I960291: 103 of 1817
Getting player stats for player CD_I200083: 104 of 1817
Getting player stats for player CD_I990052: 105 of 1817
Getting player stats for player CD_I960378: 106 of 1817
Getting player stats for player CD_I960288: 107 of 1817
Getting player stats for player CD_I960257: 108 of 1817
Getting player stats for player CD_I960259: 109 of 1817
Getting player stats for player CD_I990004: 110 of 1817
Getting player stats for player CD_I200067: 111 of 1817
Getting player stats for player CD_I200068: 112 of 1817
Getting player stats for player CD_I960549: 113 of 1817
Getting player stats for player CD_I960332: 114 of 1817
Getting player stats for player CD_I960478: 115 of 1817
Getting player stats for player CD_I960323: 116 of 1817
Getting player stats for player CD_I960555: 117 of 1817
Getting player stats for player CD_I960329: 118 of 1817
Getting player stats for player CD_I960570: 119 of 1817
Getting player stats for player CD_I960119: 120 of 1817
Getting player stats for player CD_I960580: 121 of 1817
Getting player stats for player CD_I990028: 122 of 1817
Getting player stats for player CD_I970075: 123 of 1817
Getting player stats for player CD_I960568: 124 of 1817
Getting player stats for player CD_I200128: 125 of 1817
Getting player stats for player CD_I960547: 126 of 1817
Getting player stats for player CD_I980065: 127 of 1817
Getting player stats for player CD_I960517: 128 of 1817
Getting player stats for player CD_I970077: 129 of 1817
Getting player stats for player CD_I960577: 130 of 1817
Getting player stats for player CD_I960082: 131 of 1817
Getting player stats for player CD_I200058: 132 of 1817
Getting player stats for player CD_I970092: 133 of 1817
Getting player stats for player CD_I990013: 134 of 1817
Getting player stats for player CD_I960176: 135 of 1817
Getting player stats for player CD_I980059: 136 of 1817
Getting player stats for player CD_I970098: 137 of 1817
Getting player stats for player CD_I970103: 138 of 1817
Getting player stats for player CD_I970104: 139 of 1817
Getting player stats for player CD_I200060: 140 of 1817
Getting player stats for player CD_I970109: 141 of 1817
Getting player stats for player CD_I970110: 142 of 1817
Getting player stats for player CD_I970112: 143 of 1817
Getting player stats for player CD_I970115: 144 of 1817
Getting player stats for player CD_I970069: 145 of 1817
Getting player stats for player CD_I960214: 146 of 1817
Getting player stats for player CD_I990103: 147 of 1817
Getting player stats for player CD_I960222: 148 of 1817
Getting player stats for player CD_I960648: 149 of 1817
Getting player stats for player CD_I980061: 150 of 1817
Getting player stats for player CD_I960560: 151 of 1817
Getting player stats for player CD_I970171: 152 of 1817
Getting player stats for player CD_I970121: 153 of 1817
Getting player stats for player CD_I960064: 154 of 1817
Getting player stats for player CD_I960055: 155 of 1817
Getting player stats for player CD_I980007: 156 of 1817
Getting player stats for player CD_I990010: 157 of 1817
Getting player stats for player CD_I960079: 158 of 1817
Getting player stats for player CD_I200007: 159 of 1817
Getting player stats for player CD_I200008: 160 of 1817
Getting player stats for player CD_I960076: 161 of 1817
Getting player stats for player CD_I990029: 162 of 1817
Getting player stats for player CD_I960071: 163 of 1817
Getting player stats for player CD_I960084: 164 of 1817
Getting player stats for player CD_I960067: 165 of 1817
Getting player stats for player CD_I960056: 166 of 1817
Getting player stats for player CD_I980008: 167 of 1817
Getting player stats for player CD_I970902: 168 of 1817
Getting player stats for player CD_I960218: 169 of 1817
Getting player stats for player CD_I980011: 170 of 1817
Error with results for player CD_I980011
Getting player stats for player CD_I960072: 171 of 1817
Getting player stats for player CD_I970052: 172 of 1817
Getting player stats for player CD_I990060: 173 of 1817
Getting player stats for player CD_I960048: 174 of 1817
Getting player stats for player CD_I960077: 175 of 1817
Getting player stats for player CD_I960334: 176 of 1817
Getting player stats for player CD_I960488: 177 of 1817
Getting player stats for player CD_I970086: 178 of 1817
Getting player stats for player CD_I200085: 179 of 1817
Getting player stats for player CD_I200028: 180 of 1817
Getting player stats for player CD_I980092: 181 of 1817
Getting player stats for player CD_I970037: 182 of 1817
Getting player stats for player CD_I960051: 183 of 1817
Getting player stats for player CD_I990092: 184 of 1817
Getting player stats for player CD_I200031: 185 of 1817
Getting player stats for player CD_I960330: 186 of 1817
Getting player stats for player CD_I960322: 187 of 1817
Getting player stats for player CD_I990042: 188 of 1817
Getting player stats for player CD_I960302: 189 of 1817
Getting player stats for player CD_I960006: 190 of 1817
Getting player stats for player CD_I960319: 191 of 1817
Getting player stats for player CD_I960317: 192 of 1817
Getting player stats for player CD_I200032: 193 of 1817
Getting player stats for player CD_I990057: 194 of 1817
Getting player stats for player CD_I970125: 195 of 1817
Getting player stats for player CD_I980033: 196 of 1817
Getting player stats for player CD_I210044: 197 of 1817
Getting player stats for player CD_I960108: 198 of 1817
Getting player stats for player CD_I990003: 199 of 1817
Getting player stats for player CD_I960113: 200 of 1817
Getting player stats for player CD_I960105: 201 of 1817
Getting player stats for player CD_I960100: 202 of 1817
Getting player stats for player CD_I990086: 203 of 1817
Getting player stats for player CD_I990022: 204 of 1817
Getting player stats for player CD_I980102: 205 of 1817
Getting player stats for player CD_I980104: 206 of 1817
Getting player stats for player CD_I200012: 207 of 1817
Getting player stats for player CD_I200013: 208 of 1817
Getting player stats for player CD_I970017: 209 of 1817
Getting player stats for player CD_I960125: 210 of 1817
Getting player stats for player CD_I960567: 211 of 1817
Getting player stats for player CD_I960106: 212 of 1817
Getting player stats for player CD_I980017: 213 of 1817
Getting player stats for player CD_I960089: 214 of 1817
Getting player stats for player CD_I970129: 215 of 1817
Getting player stats for player CD_I960091: 216 of 1817
Getting player stats for player CD_I960107: 217 of 1817
Getting player stats for player CD_I960085: 218 of 1817
Getting player stats for player CD_I970022: 219 of 1817
Getting player stats for player CD_I960374: 220 of 1817
Getting player stats for player CD_I960344: 221 of 1817
Getting player stats for player CD_I990014: 222 of 1817
Getting player stats for player CD_I200034: 223 of 1817
Getting player stats for player CD_I960372: 224 of 1817
Getting player stats for player CD_I970107: 225 of 1817
Getting player stats for player CD_I940033: 226 of 1817
Getting player stats for player CD_I960339: 227 of 1817
Getting player stats for player CD_I960349: 228 of 1817
Getting player stats for player CD_I960337: 229 of 1817
Getting player stats for player CD_I960367: 230 of 1817
Getting player stats for player CD_I960375: 231 of 1817
Getting player stats for player CD_I970006: 232 of 1817
Getting player stats for player CD_I960102: 233 of 1817
Getting player stats for player CD_I960351: 234 of 1817
Getting player stats for player CD_I960363: 235 of 1817
Getting player stats for player CD_I980037: 236 of 1817
Getting player stats for player CD_I960348: 237 of 1817
Getting player stats for player CD_I960361: 238 of 1817
Getting player stats for player CD_I200038: 239 of 1817
Getting player stats for player CD_I960642: 240 of 1817
Getting player stats for player CD_I990076: 241 of 1817
Getting player stats for player CD_I960636: 242 of 1817
Getting player stats for player CD_I970063: 243 of 1817
Getting player stats for player CD_I960336: 244 of 1817
Getting player stats for player CD_I990015: 245 of 1817
Getting player stats for player CD_I960662: 246 of 1817
Getting player stats for player CD_I960201: 247 of 1817
Getting player stats for player CD_I980150: 248 of 1817
Getting player stats for player CD_I970064: 249 of 1817
Getting player stats for player CD_I200074: 250 of 1817
Getting player stats for player CD_I960654: 251 of 1817
Getting player stats for player CD_I980080: 252 of 1817
Getting player stats for player CD_I210018: 253 of 1817
Getting player stats for player CD_I960657: 254 of 1817
Getting player stats for player CD_I960641: 255 of 1817
Getting player stats for player CD_I960512: 256 of 1817
Getting player stats for player CD_I960669: 257 of 1817
Getting player stats for player CD_I960182: 258 of 1817
Getting player stats for player CD_I960558: 259 of 1817
Getting player stats for player CD_I960384: 260 of 1817
Getting player stats for player CD_I980082: 261 of 1817
Getting player stats for player CD_I210064: 262 of 1817
Getting player stats for player CD_I960671: 263 of 1817
Getting player stats for player CD_I980130: 264 of 1817
Getting player stats for player CD_I980086: 265 of 1817
Getting player stats for player CD_I200052: 266 of 1817
Getting player stats for player CD_I960017: 267 of 1817
Getting player stats for player CD_I960441: 268 of 1817
Getting player stats for player CD_I960531: 269 of 1817
Getting player stats for player CD_I200054: 270 of 1817
Getting player stats for player CD_I970079: 271 of 1817
Getting player stats for player CD_I960447: 272 of 1817
Getting player stats for player CD_I990039: 273 of 1817
Getting player stats for player CD_I960456: 274 of 1817
Getting player stats for player CD_I970081: 275 of 1817
Getting player stats for player CD_I960429: 276 of 1817
Getting player stats for player CD_I970083: 277 of 1817
Getting player stats for player CD_I980053: 278 of 1817
Getting player stats for player CD_I970131: 279 of 1817
Getting player stats for player CD_I960425: 280 of 1817
Getting player stats for player CD_I980131: 281 of 1817
Getting player stats for player CD_I980133: 282 of 1817
Getting player stats for player CD_I960326: 283 of 1817
Getting player stats for player CD_I970085: 284 of 1817
Getting player stats for player CD_I960433: 285 of 1817
Getting player stats for player CD_I960366: 286 of 1817
Getting player stats for player CD_I960536: 287 of 1817
Getting player stats for player CD_I960515: 288 of 1817
Getting player stats for player CD_I960270: 289 of 1817
Getting player stats for player CD_I960513: 290 of 1817
Getting player stats for player CD_I970031: 291 of 1817
Getting player stats for player CD_I960514: 292 of 1817
Getting player stats for player CD_I200062: 293 of 1817
Getting player stats for player CD_I960529: 294 of 1817
Getting player stats for player CD_I960506: 295 of 1817
Getting player stats for player CD_I990027: 296 of 1817
Getting player stats for player CD_I970042: 297 of 1817
Getting player stats for player CD_I960520: 298 of 1817
Getting player stats for player CD_I980063: 299 of 1817
Getting player stats for player CD_I960624: 300 of 1817
Getting player stats for player CD_I960537: 301 of 1817
Getting player stats for player CD_I980064: 302 of 1817
Getting player stats for player CD_I960516: 303 of 1817
Getting player stats for player CD_I960508: 304 of 1817
Getting player stats for player CD_I960564: 305 of 1817
Getting player stats for player CD_I980141: 306 of 1817
Getting player stats for player CD_I960533: 307 of 1817
Getting player stats for player CD_I960149: 308 of 1817
Getting player stats for player CD_I960653: 309 of 1817
Getting player stats for player CD_I960608: 310 of 1817
Getting player stats for player CD_I990011: 311 of 1817
Getting player stats for player CD_I960596: 312 of 1817
Getting player stats for player CD_I960615: 313 of 1817
Getting player stats for player CD_I200070: 314 of 1817
Getting player stats for player CD_I960594: 315 of 1817
Getting player stats for player CD_I990024: 316 of 1817
Getting player stats for player CD_I980073: 317 of 1817
Getting player stats for player CD_I990114: 318 of 1817
Getting player stats for player CD_I960621: 319 of 1817
Getting player stats for player CD_I960628: 320 of 1817
Getting player stats for player CD_I960599: 321 of 1817
Getting player stats for player CD_I960619: 322 of 1817
Getting player stats for player CD_I960606: 323 of 1817
Getting player stats for player CD_I980075: 324 of 1817
Getting player stats for player CD_I960136: 325 of 1817
Getting player stats for player CD_I960464: 326 of 1817
Getting player stats for player CD_I960602: 327 of 1817
Getting player stats for player CD_I960243: 328 of 1817
Getting player stats for player CD_I960135: 329 of 1817
Getting player stats for player CD_I960026: 330 of 1817
Getting player stats for player CD_I980147: 331 of 1817
Getting player stats for player CD_I960060: 332 of 1817
Getting player stats for player CD_I200088: 333 of 1817
Getting player stats for player CD_I980002: 334 of 1817
Getting player stats for player CD_I990025: 335 of 1817
Getting player stats for player CD_I960036: 336 of 1817
Getting player stats for player CD_I970002: 337 of 1817
Getting player stats for player CD_I990038: 338 of 1817
Getting player stats for player CD_I980097: 339 of 1817
Getting player stats for player CD_I990045: 340 of 1817
Getting player stats for player CD_I960023: 341 of 1817
Getting player stats for player CD_I980003: 342 of 1817
Getting player stats for player CD_I960032: 343 of 1817
Getting player stats for player CD_I960005: 344 of 1817
Getting player stats for player CD_I200004: 345 of 1817
Getting player stats for player CD_I200005: 346 of 1817
Getting player stats for player CD_I210046: 347 of 1817
Getting player stats for player CD_I960007: 348 of 1817
Getting player stats for player CD_I990065: 349 of 1817
Getting player stats for player CD_I960498: 350 of 1817
Getting player stats for player CD_I960492: 351 of 1817
Getting player stats for player CD_I960180: 352 of 1817
Getting player stats for player CD_I970120: 353 of 1817
Getting player stats for player CD_I960093: 354 of 1817
Getting player stats for player CD_I980004: 355 of 1817
Getting player stats for player CD_I990018: 356 of 1817
Error with results for player CD_I990018
Getting player stats for player CD_I960507: 357 of 1817
Getting player stats for player CD_I200081: 358 of 1817
Getting player stats for player CD_I990017: 359 of 1817
Getting player stats for player CD_I200117: 360 of 1817
Getting player stats for player CD_I980031: 361 of 1817
Getting player stats for player CD_I980019: 362 of 1817
Getting player stats for player CD_I200030: 363 of 1817
Getting player stats for player CD_I960638: 364 of 1817
Getting player stats for player CD_I200001: 365 of 1817
Getting player stats for player CD_I980091: 366 of 1817
Getting player stats for player CD_I960034: 367 of 1817
Getting player stats for player CD_I210099: 368 of 1817
Getting player stats for player CD_I200087: 369 of 1817
Getting player stats for player CD_I980128: 370 of 1817
Getting player stats for player CD_I960083: 371 of 1817
Getting player stats for player CD_I970043: 372 of 1817
Getting player stats for player CD_I980010: 373 of 1817
Getting player stats for player CD_I960066: 374 of 1817
Getting player stats for player CD_I960496: 375 of 1817
Getting player stats for player CD_I960637: 376 of 1817
Getting player stats for player CD_I960574: 377 of 1817
Getting player stats for player CD_I200035: 378 of 1817
Getting player stats for player CD_I960604: 379 of 1817
Getting player stats for player CD_I990067: 380 of 1817
Getting player stats for player CD_I200112: 381 of 1817
Getting player stats for player CD_I200076: 382 of 1817
Getting player stats for player CD_I200077: 383 of 1817
Getting player stats for player CD_I960357: 384 of 1817
Getting player stats for player CD_I970020: 385 of 1817
Getting player stats for player CD_I990073: 386 of 1817
Getting player stats for player CD_I960204: 387 of 1817
Getting player stats for player CD_I960521: 388 of 1817
Getting player stats for player CD_I200106: 389 of 1817
Getting player stats for player CD_I200133: 390 of 1817
Getting player stats for player CD_I210022: 391 of 1817
Getting player stats for player CD_I200080: 392 of 1817
Getting player stats for player CD_I990009: 393 of 1817
Getting player stats for player CD_I960324: 394 of 1817
Getting player stats for player CD_I960480: 395 of 1817
Getting player stats for player CD_I960491: 396 of 1817
Getting player stats for player CD_I960623: 397 of 1817
Getting player stats for player CD_I210002: 398 of 1817
Getting player stats for player CD_I960059: 399 of 1817
Getting player stats for player CD_I960632: 400 of 1817
Getting player stats for player CD_I960660: 401 of 1817
Getting player stats for player CD_I980001: 402 of 1817
Getting player stats for player CD_I960030: 403 of 1817
Getting player stats for player CD_I970090: 404 of 1817
Getting player stats for player CD_I960320: 405 of 1817
Getting player stats for player CD_I960294: 406 of 1817
Getting player stats for player CD_I990005: 407 of 1817
Getting player stats for player CD_I210028: 408 of 1817
Getting player stats for player CD_I960453: 409 of 1817
Getting player stats for player CD_I200019: 410 of 1817
Getting player stats for player CD_I200022: 411 of 1817
Getting player stats for player CD_I200025: 412 of 1817
Getting player stats for player CD_I970011: 413 of 1817
Getting player stats for player CD_I210082: 414 of 1817
Getting player stats for player CD_I960187: 415 of 1817
Getting player stats for player CD_I990007: 416 of 1817
Getting player stats for player CD_I960003: 417 of 1817
Getting player stats for player CD_I960028: 418 of 1817
Getting player stats for player CD_I200003: 419 of 1817
Getting player stats for player CD_I960212: 420 of 1817
Getting player stats for player CD_I200108: 421 of 1817
Getting player stats for player CD_I960565: 422 of 1817
Getting player stats for player CD_I990061: 423 of 1817
Getting player stats for player CD_I980077: 424 of 1817
Getting player stats for player CD_I200037: 425 of 1817
Getting player stats for player CD_I980036: 426 of 1817
Getting player stats for player CD_I210061: 427 of 1817
Getting player stats for player CD_I960466: 428 of 1817
Getting player stats for player CD_I200056: 429 of 1817
Getting player stats for player CD_I970123: 430 of 1817
Getting player stats for player CD_I980027: 431 of 1817
Getting player stats for player CD_I970070: 432 of 1817
Getting player stats for player CD_I210015: 433 of 1817
Getting player stats for player CD_I970128: 434 of 1817
Getting player stats for player CD_I960241: 435 of 1817
Getting player stats for player CD_I200043: 436 of 1817
Getting player stats for player CD_I980048: 437 of 1817
Getting player stats for player CD_I960208: 438 of 1817
Getting player stats for player CD_I210029: 439 of 1817
Getting player stats for player CD_I960049: 440 of 1817
Getting player stats for player CD_I980119: 441 of 1817
Getting player stats for player CD_I980051: 442 of 1817
Getting player stats for player CD_I970119: 443 of 1817
Getting player stats for player CD_I200089: 444 of 1817
Getting player stats for player CD_I970044: 445 of 1817
Getting player stats for player CD_I990021: 446 of 1817
Getting player stats for player CD_I200071: 447 of 1817
Getting player stats for player CD_I970041: 448 of 1817
Getting player stats for player CD_I960571: 449 of 1817
Getting player stats for player CD_I210094: 450 of 1817
Getting player stats for player CD_I990006: 451 of 1817
Getting player stats for player CD_I990108: 452 of 1817
Getting player stats for player CD_I970076: 453 of 1817
Getting player stats for player CD_I990084: 454 of 1817
Getting player stats for player CD_I960365: 455 of 1817
Getting player stats for player CD_I960353: 456 of 1817
Getting player stats for player CD_I960639: 457 of 1817
Getting player stats for player CD_I970068: 458 of 1817
Getting player stats for player CD_I960287: 459 of 1817
Getting player stats for player CD_I210010: 460 of 1817
Getting player stats for player CD_I200084: 461 of 1817
Getting player stats for player CD_I960650: 462 of 1817
Getting player stats for player CD_I200057: 463 of 1817
Getting player stats for player CD_I970016: 464 of 1817
Getting player stats for player CD_I990078: 465 of 1817
Getting player stats for player CD_I990012: 466 of 1817
Getting player stats for player CD_I980050: 467 of 1817
Getting player stats for player CD_I980084: 468 of 1817
Getting player stats for player CD_I210058: 469 of 1817
Getting player stats for player CD_I980066: 470 of 1817
Getting player stats for player CD_I200066: 471 of 1817
Getting player stats for player CD_I990058: 472 of 1817
Getting player stats for player CD_I210068: 473 of 1817
Getting player stats for player CD_I960305: 474 of 1817
Getting player stats for player CD_I960511: 475 of 1817
Getting player stats for player CD_I210003: 476 of 1817
Getting player stats for player CD_I980041: 477 of 1817
Getting player stats for player CD_I200039: 478 of 1817
Getting player stats for player CD_I970003: 479 of 1817
Getting player stats for player CD_I960121: 480 of 1817
Getting player stats for player CD_I960672: 481 of 1817
Getting player stats for player CD_I200093: 482 of 1817
Getting player stats for player CD_I970039: 483 of 1817
Getting player stats for player CD_I990020: 484 of 1817
Getting player stats for player CD_I200073: 485 of 1817
Getting player stats for player CD_I200050: 486 of 1817
Getting player stats for player CD_I980071: 487 of 1817
Getting player stats for player CD_I990101: 488 of 1817
Getting player stats for player CD_I970130: 489 of 1817
Getting player stats for player CD_I200026: 490 of 1817
Getting player stats for player CD_I210059: 491 of 1817
Getting player stats for player CD_I990040: 492 of 1817
Getting player stats for player CD_I210072: 493 of 1817
Getting player stats for player CD_I200101: 494 of 1817
Getting player stats for player CD_I960388: 495 of 1817
Getting player stats for player CD_I210025: 496 of 1817
Getting player stats for player CD_I960591: 497 of 1817
Getting player stats for player CD_I210037: 498 of 1817
Getting player stats for player CD_I200111: 499 of 1817
Getting player stats for player CD_I200075: 500 of 1817
Getting player stats for player CD_I200040: 501 of 1817
Getting player stats for player CD_I210020: 502 of 1817
Getting player stats for player CD_I960583: 503 of 1817
Getting player stats for player CD_I990100: 504 of 1817
Getting player stats for player CD_I210016: 505 of 1817
Getting player stats for player CD_I970009: 506 of 1817
Getting player stats for player CD_I990036: 507 of 1817
Getting player stats for player CD_I200064: 508 of 1817
Getting player stats for player CD_I960541: 509 of 1817
Getting player stats for player CD_I210054: 510 of 1817
Getting player stats for player CD_I980029: 511 of 1817
Getting player stats for player CD_I210050: 512 of 1817
Getting player stats for player CD_I200046: 513 of 1817
Getting player stats for player CD_I200079: 514 of 1817
Getting player stats for player CD_I210034: 515 of 1817
Getting player stats for player CD_I970066: 516 of 1817
Getting player stats for player CD_I980028: 517 of 1817
Getting player stats for player CD_I960601: 518 of 1817
Getting player stats for player CD_I960595: 519 of 1817
Getting player stats for player CD_I210042: 520 of 1817
Getting player stats for player CD_I210069: 521 of 1817
Getting player stats for player CD_I210009: 522 of 1817
Getting player stats for player CD_I210095: 523 of 1817
Getting player stats for player CD_I980132: 524 of 1817
Getting player stats for player CD_I990001: 525 of 1817
Getting player stats for player CD_I990016: 526 of 1817
Getting player stats for player CD_I200042: 527 of 1817
Getting player stats for player CD_I990119: 528 of 1817
Getting player stats for player CD_I200096: 529 of 1817
Getting player stats for player CD_I990049: 530 of 1817
Getting player stats for player CD_I960581: 531 of 1817
Getting player stats for player CD_I210106: 532 of 1817
Getting player stats for player CD_I210001: 533 of 1817
Getting player stats for player CD_I200016: 534 of 1817
Getting player stats for player CD_I200104: 535 of 1817
Getting player stats for player CD_I210078: 536 of 1817
Getting player stats for player CD_I210086: 537 of 1817
Getting player stats for player CD_I200078: 538 of 1817
Getting player stats for player CD_I200092: 539 of 1817
Getting player stats for player CD_I210093: 540 of 1817
Getting player stats for player CD_I990053: 541 of 1817
Getting player stats for player CD_I200086: 542 of 1817
Getting player stats for player CD_I200123: 543 of 1817
Getting player stats for player CD_I990097: 544 of 1817
Getting player stats for player CD_I970108: 545 of 1817
Getting player stats for player CD_I970057: 546 of 1817
Getting player stats for player CD_I200102: 547 of 1817
Getting player stats for player CD_I210107: 548 of 1817
Getting player stats for player CD_I980138: 549 of 1817
Getting player stats for player CD_I200036: 550 of 1817
Getting player stats for player CD_I980046: 551 of 1817
Getting player stats for player CD_I990062: 552 of 1817
Getting player stats for player CD_I210013: 553 of 1817
Getting player stats for player CD_I210066: 554 of 1817
Getting player stats for player CD_I210008: 555 of 1817
Getting player stats for player CD_I210092: 556 of 1817
Getting player stats for player CD_I200065: 557 of 1817
Getting player stats for player CD_I200125: 558 of 1817
Getting player stats for player CD_I970030: 559 of 1817
Getting player stats for player CD_I220090: 560 of 1817
Getting player stats for player CD_I220018: 561 of 1817
Getting player stats for player CD_I980069: 562 of 1817
Getting player stats for player CD_I220001: 563 of 1817
Getting player stats for player CD_I220007: 564 of 1817
Getting player stats for player CD_I200114: 565 of 1817
Getting player stats for player CD_I970111: 566 of 1817
Getting player stats for player CD_I990066: 567 of 1817
Getting player stats for player CD_I220004: 568 of 1817
Getting player stats for player CD_I960592: 569 of 1817
Getting player stats for player CD_I220077: 570 of 1817
Getting player stats for player CD_I200072: 571 of 1817
Getting player stats for player CD_I200082: 572 of 1817
Getting player stats for player CD_I960145: 573 of 1817
Getting player stats for player CD_I990023: 574 of 1817
Getting player stats for player CD_I210056: 575 of 1817
Getting player stats for player CD_I220070: 576 of 1817
Getting player stats for player CD_I220082: 577 of 1817
Getting player stats for player CD_I210085: 578 of 1817
Getting player stats for player CD_I210040: 579 of 1817
Getting player stats for player CD_I220002: 580 of 1817
Getting player stats for player CD_I970071: 581 of 1817
Getting player stats for player CD_I210027: 582 of 1817
Getting player stats for player CD_I210011: 583 of 1817
Getting player stats for player CD_I210019: 584 of 1817
Getting player stats for player CD_I220056: 585 of 1817
Getting player stats for player CD_I210026: 586 of 1817
Getting player stats for player CD_I210089: 587 of 1817
Getting player stats for player CD_I220104: 588 of 1817
Getting player stats for player CD_I970045: 589 of 1817
Getting player stats for player CD_I220087: 590 of 1817
Getting player stats for player CD_I220016: 591 of 1817
Getting player stats for player CD_I210012: 592 of 1817
Getting player stats for player CD_I220066: 593 of 1817
Getting player stats for player CD_I210021: 594 of 1817
Getting player stats for player CD_I210004: 595 of 1817
Getting player stats for player CD_I210087: 596 of 1817
Getting player stats for player CD_I220023: 597 of 1817
Getting player stats for player CD_I210091: 598 of 1817
Getting player stats for player CD_I220047: 599 of 1817
Getting player stats for player CD_I220073: 600 of 1817
Getting player stats for player CD_I220062: 601 of 1817
Getting player stats for player CD_I220075: 602 of 1817
Getting player stats for player CD_I210083: 603 of 1817
Getting player stats for player CD_I220041: 604 of 1817
Getting player stats for player CD_I220097: 605 of 1817
Getting player stats for player CD_I200009: 606 of 1817
Getting player stats for player CD_I220054: 607 of 1817
Getting player stats for player CD_I220058: 608 of 1817
Getting player stats for player CD_I210104: 609 of 1817
Getting player stats for player CD_I960382: 610 of 1817
Getting player stats for player CD_I220115: 611 of 1817
Getting player stats for player CD_I220025: 612 of 1817
Getting player stats for player CD_I980040: 613 of 1817
Getting player stats for player CD_I220014: 614 of 1817
Getting player stats for player CD_I210055: 615 of 1817
Getting player stats for player CD_I220071: 616 of 1817
Getting player stats for player CD_I210048: 617 of 1817
Getting player stats for player CD_I210049: 618 of 1817
Getting player stats for player CD_I210030: 619 of 1817
Getting player stats for player CD_I220108: 620 of 1817
Getting player stats for player CD_I220013: 621 of 1817
Getting player stats for player CD_I210017: 622 of 1817
Getting player stats for player CD_I210045: 623 of 1817
Getting player stats for player CD_I220032: 624 of 1817
Getting player stats for player CD_I220037: 625 of 1817
Getting player stats for player CD_I200044: 626 of 1817
Getting player stats for player CD_I220061: 627 of 1817
Getting player stats for player CD_I210024: 628 of 1817
Getting player stats for player CD_I210118: 629 of 1817
Getting player stats for player CD_I220095: 630 of 1817
Getting player stats for player CD_I220068: 631 of 1817
Getting player stats for player CD_I210043: 632 of 1817
Getting player stats for player CD_I220063: 633 of 1817
Getting player stats for player CD_I210084: 634 of 1817
Getting player stats for player CD_I220011: 635 of 1817
Getting player stats for player CD_I220086: 636 of 1817
Getting player stats for player CD_I990047: 637 of 1817
Getting player stats for player CD_I210052: 638 of 1817
Getting player stats for player CD_I210041: 639 of 1817
Getting player stats for player CD_I220084: 640 of 1817
Getting player stats for player CD_I980078: 641 of 1817
Getting player stats for player CD_I210033: 642 of 1817
Getting player stats for player CD_I220103: 643 of 1817
Getting player stats for player CD_I210031: 644 of 1817
Getting player stats for player CD_I210047: 645 of 1817
Getting player stats for player CD_I220039: 646 of 1817
Getting player stats for player CD_I200053: 647 of 1817
Getting player stats for player CD_I210005: 648 of 1817
Getting player stats for player CD_I230247: 649 of 1817
Getting player stats for player CD_I220111: 650 of 1817
Getting player stats for player CD_I230273: 651 of 1817
Getting player stats for player CD_I230232: 652 of 1817
Getting player stats for player CD_I220005: 653 of 1817
Getting player stats for player CD_I220012: 654 of 1817
Getting player stats for player CD_I230192: 655 of 1817
Getting player stats for player CD_I990071: 656 of 1817
Getting player stats for player CD_I220098: 657 of 1817
Getting player stats for player CD_I230260: 658 of 1817
Getting player stats for player CD_I220110: 659 of 1817
Getting player stats for player CD_I220096: 660 of 1817
Getting player stats for player CD_I230194: 661 of 1817
Getting player stats for player CD_I230252: 662 of 1817
Getting player stats for player CD_I220052: 663 of 1817
Getting player stats for player CD_I220064: 664 of 1817
Getting player stats for player CD_I230244: 665 of 1817
Getting player stats for player CD_I210101: 666 of 1817
Getting player stats for player CD_I220043: 667 of 1817
Getting player stats for player CD_I230206: 668 of 1817
Getting player stats for player CD_I230284: 669 of 1817
Getting player stats for player CD_I230015: 670 of 1817
Getting player stats for player CD_I230277: 671 of 1817
Getting player stats for player CD_I220057: 672 of 1817
Getting player stats for player CD_I210062: 673 of 1817
Getting player stats for player CD_I230228: 674 of 1817
Getting player stats for player CD_I230084: 675 of 1817
Getting player stats for player CD_I230146: 676 of 1817
Getting player stats for player CD_I220036: 677 of 1817
Getting player stats for player CD_I230108: 678 of 1817
Getting player stats for player CD_I980081: 679 of 1817
Getting player stats for player CD_I220060: 680 of 1817
Getting player stats for player CD_I220083: 681 of 1817
Getting player stats for player CD_I230195: 682 of 1817
Getting player stats for player CD_I230238: 683 of 1817
Getting player stats for player CD_I220010: 684 of 1817
Getting player stats for player CD_I220113: 685 of 1817
Getting player stats for player CD_I220089: 686 of 1817
Getting player stats for player CD_I230245: 687 of 1817
Getting player stats for player CD_I210065: 688 of 1817
Getting player stats for player CD_I230202: 689 of 1817
Getting player stats for player CD_I230272: 690 of 1817
Getting player stats for player CD_I230068: 691 of 1817
Getting player stats for player CD_I210075: 692 of 1817
Getting player stats for player CD_I230231: 693 of 1817
Getting player stats for player CD_I220105: 694 of 1817
Getting player stats for player CD_I220034: 695 of 1817
Getting player stats for player CD_I220114: 696 of 1817
Getting player stats for player CD_I210007: 697 of 1817
Getting player stats for player CD_I230151: 698 of 1817
Getting player stats for player CD_I220080: 699 of 1817
Getting player stats for player CD_I220093: 700 of 1817
Getting player stats for player CD_I230211: 701 of 1817
Getting player stats for player CD_I220067: 702 of 1817
Getting player stats for player CD_I230251: 703 of 1817
Getting player stats for player CD_I230070: 704 of 1817
Getting player stats for player CD_I230250: 705 of 1817
Getting player stats for player CD_I230254: 706 of 1817
Getting player stats for player CD_I220099: 707 of 1817
Getting player stats for player CD_I230023: 708 of 1817
Getting player stats for player CD_I240534: 709 of 1817
Getting player stats for player CD_I200002: 710 of 1817
Getting player stats for player CD_I230059: 711 of 1817
Getting player stats for player CD_I230267: 712 of 1817
Getting player stats for player CD_I240713: 713 of 1817
Getting player stats for player CD_I240545: 714 of 1817
Getting player stats for player CD_I230010: 715 of 1817
Getting player stats for player CD_I230253: 716 of 1817
Getting player stats for player CD_I230173: 717 of 1817
Getting player stats for player CD_I240074: 718 of 1817
Getting player stats for player CD_I230011: 719 of 1817
Getting player stats for player CD_I210079: 720 of 1817
Getting player stats for player CD_I240027: 721 of 1817
Getting player stats for player CD_I240706: 722 of 1817
Getting player stats for player CD_I230041: 723 of 1817
Getting player stats for player CD_I220024: 724 of 1817
Getting player stats for player CD_I230161: 725 of 1817
Getting player stats for player CD_I210035: 726 of 1817
Getting player stats for player CD_I230242: 727 of 1817
Getting player stats for player CD_I230219: 728 of 1817
Getting player stats for player CD_I230060: 729 of 1817
Getting player stats for player CD_I240016: 730 of 1817
Getting player stats for player CD_I230248: 731 of 1817
Getting player stats for player CD_I230197: 732 of 1817
Getting player stats for player CD_I240710: 733 of 1817
Getting player stats for player CD_I240180: 734 of 1817
Getting player stats for player CD_I970027: 735 of 1817
Getting player stats for player CD_I220101: 736 of 1817
Getting player stats for player CD_I230042: 737 of 1817
Getting player stats for player CD_I240702: 738 of 1817
Getting player stats for player CD_I230105: 739 of 1817
Getting player stats for player CD_I230088: 740 of 1817
Getting player stats for player CD_I230246: 741 of 1817
Getting player stats for player CD_I230155: 742 of 1817
Getting player stats for player CD_I210090: 743 of 1817
Getting player stats for player CD_I220009: 744 of 1817
Getting player stats for player CD_I240014: 745 of 1817
Getting player stats for player CD_I230281: 746 of 1817
Getting player stats for player CD_I230037: 747 of 1817
Getting player stats for player CD_I240704: 748 of 1817
Getting player stats for player CD_I230065: 749 of 1817
Getting player stats for player CD_I220091: 750 of 1817
Getting player stats for player CD_I240062: 751 of 1817
Getting player stats for player CD_I240708: 752 of 1817
Getting player stats for player CD_I240087: 753 of 1817
Getting player stats for player CD_I240731: 754 of 1817
Getting player stats for player CD_I230215: 755 of 1817
Getting player stats for player CD_I220116: 756 of 1817
Getting player stats for player CD_I230263: 757 of 1817
Getting player stats for player CD_I240037: 758 of 1817
Getting player stats for player CD_I210039: 759 of 1817
Getting player stats for player CD_I230255: 760 of 1817
Getting player stats for player CD_I240159: 761 of 1817
Getting player stats for player CD_I230130: 762 of 1817
Getting player stats for player CD_I220038: 763 of 1817
Getting player stats for player CD_I230279: 764 of 1817
Getting player stats for player CD_I240028: 765 of 1817
Getting player stats for player CD_I230016: 766 of 1817
Getting player stats for player CD_I240063: 767 of 1817
Getting player stats for player CD_I230220: 768 of 1817
Getting player stats for player CD_I240095: 769 of 1817
Getting player stats for player CD_I200109: 770 of 1817
Error with results for player CD_I200109
Getting player stats for player CD_I230008: 771 of 1817
Getting player stats for player CD_I240707: 772 of 1817
Getting player stats for player CD_I240158: 773 of 1817
Getting player stats for player CD_I230022: 774 of 1817
Getting player stats for player CD_I230035: 775 of 1817
Getting player stats for player CD_I240712: 776 of 1817
Getting player stats for player CD_I210109: 777 of 1817
Getting player stats for player CD_I200061: 778 of 1817
Getting player stats for player CD_I240002: 779 of 1817
Getting player stats for player CD_I230198: 780 of 1817
Getting player stats for player CD_I220021: 781 of 1817
Getting player stats for player CD_I230118: 782 of 1817
Getting player stats for player CD_I230224: 783 of 1817
Getting player stats for player CD_I230268: 784 of 1817
Getting player stats for player CD_I230256: 785 of 1817
Getting player stats for player CD_I220015: 786 of 1817
Getting player stats for player CD_I240013: 787 of 1817
Getting player stats for player CD_I230196: 788 of 1817
Getting player stats for player CD_I240060: 789 of 1817
Getting player stats for player CD_I240290: 790 of 1817
Getting player stats for player CD_I240399: 791 of 1817
Getting player stats for player CD_I240070: 792 of 1817
Getting player stats for player CD_I240725: 793 of 1817
Getting player stats for player CD_I240336: 794 of 1817
Getting player stats for player CD_I250702: 795 of 1817
Getting player stats for player CD_I240718: 796 of 1817
Getting player stats for player CD_I230029: 797 of 1817
Getting player stats for player CD_I230124: 798 of 1817
Getting player stats for player CD_I230147: 799 of 1817
Getting player stats for player CD_I230243: 800 of 1817
Getting player stats for player CD_I240730: 801 of 1817
Getting player stats for player CD_I250118: 802 of 1817
Getting player stats for player CD_I240720: 803 of 1817
Getting player stats for player CD_I250089: 804 of 1817
Getting player stats for player CD_I240357: 805 of 1817
Getting player stats for player CD_I250707: 806 of 1817
Getting player stats for player CD_I250082: 807 of 1817
Getting player stats for player CD_I240325: 808 of 1817
Getting player stats for player CD_I240156: 809 of 1817
Getting player stats for player CD_I220107: 810 of 1817
Getting player stats for player CD_I230107: 811 of 1817
Getting player stats for player CD_I250712: 812 of 1817
Getting player stats for player CD_I240300: 813 of 1817
Getting player stats for player CD_I240366: 814 of 1817
Getting player stats for player CD_I240052: 815 of 1817
Getting player stats for player CD_I230141: 816 of 1817
Getting player stats for player CD_I230152: 817 of 1817
Getting player stats for player CD_I240103: 818 of 1817
Getting player stats for player CD_I240535: 819 of 1817
Getting player stats for player CD_I250062: 820 of 1817
Getting player stats for player CD_I230216: 821 of 1817
Getting player stats for player CD_I240703: 822 of 1817
Getting player stats for player CD_I240716: 823 of 1817
Getting player stats for player CD_I250080: 824 of 1817
Getting player stats for player CD_I250714: 825 of 1817
Getting player stats for player CD_I250039: 826 of 1817
Getting player stats for player CD_I250038: 827 of 1817
Getting player stats for player CD_I240031: 828 of 1817
Getting player stats for player CD_I240046: 829 of 1817
Getting player stats for player CD_I240012: 830 of 1817
Getting player stats for player CD_I240538: 831 of 1817
Getting player stats for player CD_I230229: 832 of 1817
Getting player stats for player CD_I230257: 833 of 1817
Getting player stats for player CD_I200121: 834 of 1817
Getting player stats for player CD_I240613: 835 of 1817
Getting player stats for player CD_I250690: 836 of 1817
Getting player stats for player CD_I230125: 837 of 1817
Getting player stats for player CD_I240709: 838 of 1817
Getting player stats for player CD_I250711: 839 of 1817
Getting player stats for player CD_I240130: 840 of 1817
Getting player stats for player CD_I230048: 841 of 1817
Getting player stats for player CD_I250705: 842 of 1817
Getting player stats for player CD_I240119: 843 of 1817
Getting player stats for player CD_I250701: 844 of 1817
Getting player stats for player CD_I230132: 845 of 1817
Getting player stats for player CD_I230240: 846 of 1817
Getting player stats for player CD_I230190: 847 of 1817
Getting player stats for player CD_I250030: 848 of 1817
Getting player stats for player CD_I230249: 849 of 1817
Getting player stats for player CD_I240701: 850 of 1817
Getting player stats for player CD_I250071: 851 of 1817
Getting player stats for player CD_I250662: 852 of 1817
Getting player stats for player CD_I230106: 853 of 1817
Getting player stats for player CD_I240117: 854 of 1817
Getting player stats for player CD_I240032: 855 of 1817
Getting player stats for player CD_I250090: 856 of 1817
Getting player stats for player CD_I240026: 857 of 1817
Getting player stats for player CD_I230159: 858 of 1817
Getting player stats for player CD_I250055: 859 of 1817
Getting player stats for player CD_I240700: 860 of 1817
Getting player stats for player CD_I250111: 861 of 1817
Getting player stats for player CD_I240053: 862 of 1817
Getting player stats for player CD_I230082: 863 of 1817
Getting player stats for player CD_I250063: 864 of 1817
Getting player stats for player CD_I240073: 865 of 1817
Getting player stats for player CD_I240412: 866 of 1817
Getting player stats for player CD_I250689: 867 of 1817
Getting player stats for player CD_I250700: 868 of 1817
Getting player stats for player CD_I240552: 869 of 1817
Getting player stats for player CD_I250146: 870 of 1817
Getting player stats for player CD_I250703: 871 of 1817
Getting player stats for player CD_I240393: 872 of 1817
Getting player stats for player CD_I240166: 873 of 1817
Getting player stats for player CD_I250267: 874 of 1817
Getting player stats for player CD_I250715: 875 of 1817
Getting player stats for player CD_I240302: 876 of 1817
Getting player stats for player CD_I250245: 877 of 1817
Getting player stats for player CD_I250105: 878 of 1817
Getting player stats for player CD_I240359: 879 of 1817
Getting player stats for player CD_I261142: 880 of 1817
Getting player stats for player CD_I230172: 881 of 1817
Getting player stats for player CD_I250381: 882 of 1817
Getting player stats for player CD_I240258: 883 of 1817
Getting player stats for player CD_I250053: 884 of 1817
Getting player stats for player CD_I250716: 885 of 1817
Getting player stats for player CD_I260494: 886 of 1817
Getting player stats for player CD_I250510: 887 of 1817
Getting player stats for player CD_I230174: 888 of 1817
Getting player stats for player CD_I250049: 889 of 1817
Getting player stats for player CD_I240283: 890 of 1817
Getting player stats for player CD_I240139: 891 of 1817
Getting player stats for player CD_I240368: 892 of 1817
Getting player stats for player CD_I250548: 893 of 1817
Getting player stats for player CD_I250238: 894 of 1817
Getting player stats for player CD_I250066: 895 of 1817
Getting player stats for player CD_I240546: 896 of 1817
Getting player stats for player CD_I230186: 897 of 1817
Getting player stats for player CD_I240406: 898 of 1817
Getting player stats for player CD_I240722: 899 of 1817
Getting player stats for player CD_I240256: 900 of 1817
Getting player stats for player CD_I240245: 901 of 1817
Getting player stats for player CD_I220100: 902 of 1817
Getting player stats for player CD_I240417: 903 of 1817
Getting player stats for player CD_I240544: 904 of 1817
Getting player stats for player CD_I230170: 905 of 1817
Getting player stats for player CD_I250103: 906 of 1817
Getting player stats for player CD_I250134: 907 of 1817
Getting player stats for player CD_I260227: 908 of 1817
Getting player stats for player CD_I230214: 909 of 1817
Getting player stats for player CD_I240124: 910 of 1817
Getting player stats for player CD_I230140: 911 of 1817
Getting player stats for player CD_I260257: 912 of 1817
Getting player stats for player CD_I240003: 913 of 1817
Getting player stats for player CD_I240389: 914 of 1817
Getting player stats for player CD_I230209: 915 of 1817
Getting player stats for player CD_I230169: 916 of 1817
Getting player stats for player CD_I240724: 917 of 1817
Getting player stats for player CD_I250719: 918 of 1817
Getting player stats for player CD_I240011: 919 of 1817
Getting player stats for player CD_I240341: 920 of 1817
Getting player stats for player CD_I240385: 921 of 1817
Getting player stats for player CD_I240541: 922 of 1817
Getting player stats for player CD_I240319: 923 of 1817
Getting player stats for player CD_I240381: 924 of 1817
Getting player stats for player CD_I240378: 925 of 1817
Getting player stats for player CD_I260711: 926 of 1817
Getting player stats for player CD_I240072: 927 of 1817
Getting player stats for player CD_I250688: 928 of 1817
Getting player stats for player CD_I240176: 929 of 1817
Getting player stats for player CD_I250222: 930 of 1817
Getting player stats for player CD_I270004: 931 of 1817
Getting player stats for player CD_I240316: 932 of 1817
Getting player stats for player CD_I260472: 933 of 1817
Getting player stats for player CD_I240371: 934 of 1817
Getting player stats for player CD_I250106: 935 of 1817
Getting player stats for player CD_I250513: 936 of 1817
Getting player stats for player CD_I260713: 937 of 1817
Getting player stats for player CD_I250127: 938 of 1817
Getting player stats for player CD_I240212: 939 of 1817
Getting player stats for player CD_I250002: 940 of 1817
Getting player stats for player CD_I240550: 941 of 1817
Getting player stats for player CD_I250045: 942 of 1817
Getting player stats for player CD_I240370: 943 of 1817
Getting player stats for player CD_I250211: 944 of 1817
Getting player stats for player CD_I240375: 945 of 1817
Getting player stats for player CD_I260581: 946 of 1817
Getting player stats for player CD_I240189: 947 of 1817
Getting player stats for player CD_I250373: 948 of 1817
Getting player stats for player CD_I250266: 949 of 1817
Getting player stats for player CD_I261909: 950 of 1817
Getting player stats for player CD_I260715: 951 of 1817
Getting player stats for player CD_I261083: 952 of 1817
Getting player stats for player CD_I260303: 953 of 1817
Getting player stats for player CD_I250257: 954 of 1817
Getting player stats for player CD_I250088: 955 of 1817
Getting player stats for player CD_I230051: 956 of 1817
Getting player stats for player CD_I250352: 957 of 1817
Getting player stats for player CD_I250321: 958 of 1817
Getting player stats for player CD_I250417: 959 of 1817
Getting player stats for player CD_I261510: 960 of 1817
Getting player stats for player CD_I250290: 961 of 1817
Getting player stats for player CD_I250626: 962 of 1817
Getting player stats for player CD_I250138: 963 of 1817
Getting player stats for player CD_I270571: 964 of 1817
Getting player stats for player CD_I240419: 965 of 1817
Getting player stats for player CD_I261743: 966 of 1817
Getting player stats for player CD_I260930: 967 of 1817
Getting player stats for player CD_I271437: 968 of 1817
Getting player stats for player CD_I240254: 969 of 1817
Getting player stats for player CD_I250150: 970 of 1817
Getting player stats for player CD_I250408: 971 of 1817
Getting player stats for player CD_I270830: 972 of 1817
Getting player stats for player CD_I250360: 973 of 1817
Getting player stats for player CD_I250285: 974 of 1817
Getting player stats for player CD_I261037: 975 of 1817
Getting player stats for player CD_I240226: 976 of 1817
Getting player stats for player CD_I250722: 977 of 1817
Getting player stats for player CD_I250672: 978 of 1817
Getting player stats for player CD_I250312: 979 of 1817
Getting player stats for player CD_I250351: 980 of 1817
Getting player stats for player CD_I250340: 981 of 1817
Getting player stats for player CD_I260951: 982 of 1817
Getting player stats for player CD_I270005: 983 of 1817
Getting player stats for player CD_I250135: 984 of 1817
Getting player stats for player CD_I260246: 985 of 1817
Getting player stats for player CD_I250401: 986 of 1817
Getting player stats for player CD_I250029: 987 of 1817
Getting player stats for player CD_I250395: 988 of 1817
Getting player stats for player CD_I260288: 989 of 1817
Getting player stats for player CD_I261263: 990 of 1817
Getting player stats for player CD_I261396: 991 of 1817
Getting player stats for player CD_I260750: 992 of 1817
Getting player stats for player CD_I250268: 993 of 1817
Getting player stats for player CD_I250249: 994 of 1817
Getting player stats for player CD_I250270: 995 of 1817
Getting player stats for player CD_I260944: 996 of 1817
Getting player stats for player CD_I250365: 997 of 1817
Getting player stats for player CD_I272005: 998 of 1817
Getting player stats for player CD_I240355: 999 of 1817
Getting player stats for player CD_I250591: 1000 of 1817
Getting player stats for player CD_I240247: 1001 of 1817
Getting player stats for player CD_I240232: 1002 of 1817
Getting player stats for player CD_I240313: 1003 of 1817
Getting player stats for player CD_I261257: 1004 of 1817
Getting player stats for player CD_I240181: 1005 of 1817
Getting player stats for player CD_I250335: 1006 of 1817
Getting player stats for player CD_I250298: 1007 of 1817
Getting player stats for player CD_I250683: 1008 of 1817
Getting player stats for player CD_I250317: 1009 of 1817
Getting player stats for player CD_I240379: 1010 of 1817
Getting player stats for player CD_I240328: 1011 of 1817
Getting player stats for player CD_I240542: 1012 of 1817
Getting player stats for player CD_I220117: 1013 of 1817
Getting player stats for player CD_I261209: 1014 of 1817
Getting player stats for player CD_I250709: 1015 of 1817
Getting player stats for player CD_I261214: 1016 of 1817
Getting player stats for player CD_I260105: 1017 of 1817
Getting player stats for player CD_I250664: 1018 of 1817
Getting player stats for player CD_I250366: 1019 of 1817
Getting player stats for player CD_I261654: 1020 of 1817
Getting player stats for player CD_I210067: 1021 of 1817
Getting player stats for player CD_I261043: 1022 of 1817
Getting player stats for player CD_I260174: 1023 of 1817
Getting player stats for player CD_I260146: 1024 of 1817
Getting player stats for player CD_I240273: 1025 of 1817
Getting player stats for player CD_I272003: 1026 of 1817
Getting player stats for player CD_I261324: 1027 of 1817
Getting player stats for player CD_I250569: 1028 of 1817
Getting player stats for player CD_I260373: 1029 of 1817
Getting player stats for player CD_I250086: 1030 of 1817
Getting player stats for player CD_I260549: 1031 of 1817
Getting player stats for player CD_I270737: 1032 of 1817
Getting player stats for player CD_I260256: 1033 of 1817
Getting player stats for player CD_I250326: 1034 of 1817
Getting player stats for player CD_I261243: 1035 of 1817
Getting player stats for player CD_I250205: 1036 of 1817
Getting player stats for player CD_I270779: 1037 of 1817
Getting player stats for player CD_I260261: 1038 of 1817
Getting player stats for player CD_I260310: 1039 of 1817
Getting player stats for player CD_I260113: 1040 of 1817
Getting player stats for player CD_I261212: 1041 of 1817
Getting player stats for player CD_I250362: 1042 of 1817
Getting player stats for player CD_I270742: 1043 of 1817
Getting player stats for player CD_I260955: 1044 of 1817
Getting player stats for player CD_I261175: 1045 of 1817
Getting player stats for player CD_I270985: 1046 of 1817
Getting player stats for player CD_I272000: 1047 of 1817
Getting player stats for player CD_I281395: 1048 of 1817
Getting player stats for player CD_I270326: 1049 of 1817
Getting player stats for player CD_I261911: 1050 of 1817
Getting player stats for player CD_I261290: 1051 of 1817
Getting player stats for player CD_I260511: 1052 of 1817
Getting player stats for player CD_I280416: 1053 of 1817
Getting player stats for player CD_I261231: 1054 of 1817
Getting player stats for player CD_I261497: 1055 of 1817
Getting player stats for player CD_I270928: 1056 of 1817
Getting player stats for player CD_I261299: 1057 of 1817
Getting player stats for player CD_I250388: 1058 of 1817
Getting player stats for player CD_I260315: 1059 of 1817
Getting player stats for player CD_I271022: 1060 of 1817
Getting player stats for player CD_I260258: 1061 of 1817
Getting player stats for player CD_I250654: 1062 of 1817
Getting player stats for player CD_I250338: 1063 of 1817
Getting player stats for player CD_I270591: 1064 of 1817
Getting player stats for player CD_I261241: 1065 of 1817
Getting player stats for player CD_I261799: 1066 of 1817
Getting player stats for player CD_I280762: 1067 of 1817
Getting player stats for player CD_I261219: 1068 of 1817
Getting player stats for player CD_I260975: 1069 of 1817
Getting player stats for player CD_I250212: 1070 of 1817
Getting player stats for player CD_I261258: 1071 of 1817
Getting player stats for player CD_I250418: 1072 of 1817
Getting player stats for player CD_I250093: 1073 of 1817
Getting player stats for player CD_I261676: 1074 of 1817
Getting player stats for player CD_I261353: 1075 of 1817
Getting player stats for player CD_I261314: 1076 of 1817
Getting player stats for player CD_I270896: 1077 of 1817
Getting player stats for player CD_I260741: 1078 of 1817
Getting player stats for player CD_I280497: 1079 of 1817
Getting player stats for player CD_I240388: 1080 of 1817
Getting player stats for player CD_I261226: 1081 of 1817
Getting player stats for player CD_I250036: 1082 of 1817
Getting player stats for player CD_I260382: 1083 of 1817
Getting player stats for player CD_I260806: 1084 of 1817
Getting player stats for player CD_I250315: 1085 of 1817
Getting player stats for player CD_I260533: 1086 of 1817
Getting player stats for player CD_I261320: 1087 of 1817
Getting player stats for player CD_I261222: 1088 of 1817
Getting player stats for player CD_I280109: 1089 of 1817
Getting player stats for player CD_I270296: 1090 of 1817
Getting player stats for player CD_I250308: 1091 of 1817
Getting player stats for player CD_I250217: 1092 of 1817
Getting player stats for player CD_I250207: 1093 of 1817
Getting player stats for player CD_I261323: 1094 of 1817
Getting player stats for player CD_I250419: 1095 of 1817
Getting player stats for player CD_I280763: 1096 of 1817
Getting player stats for player CD_I220042: 1097 of 1817
Getting player stats for player CD_I271129: 1098 of 1817
Getting player stats for player CD_I260546: 1099 of 1817
Getting player stats for player CD_I270171: 1100 of 1817
Getting player stats for player CD_I270833: 1101 of 1817
Getting player stats for player CD_I270736: 1102 of 1817
Getting player stats for player CD_I260690: 1103 of 1817
Getting player stats for player CD_I270186: 1104 of 1817
Getting player stats for player CD_I260970: 1105 of 1817
Getting player stats for player CD_I240294: 1106 of 1817
Getting player stats for player CD_I260232: 1107 of 1817
Getting player stats for player CD_I260394: 1108 of 1817
Getting player stats for player CD_I271128: 1109 of 1817
Getting player stats for player CD_I261247: 1110 of 1817
Getting player stats for player CD_I250334: 1111 of 1817
Getting player stats for player CD_I270917: 1112 of 1817
Getting player stats for player CD_I271028: 1113 of 1817
Getting player stats for player CD_I270588: 1114 of 1817
Getting player stats for player CD_I271031: 1115 of 1817
Getting player stats for player CD_I270512: 1116 of 1817
Getting player stats for player CD_I261374: 1117 of 1817
Getting player stats for player CD_I261297: 1118 of 1817
Getting player stats for player CD_I281399: 1119 of 1817
Getting player stats for player CD_I270954: 1120 of 1817
Getting player stats for player CD_I270653: 1121 of 1817
Getting player stats for player CD_I270811: 1122 of 1817
Getting player stats for player CD_I261318: 1123 of 1817
Getting player stats for player CD_I290311: 1124 of 1817
Getting player stats for player CD_I281301: 1125 of 1817
Getting player stats for player CD_I270732: 1126 of 1817
Getting player stats for player CD_I261386: 1127 of 1817
Getting player stats for player CD_I270964: 1128 of 1817
Getting player stats for player CD_I261138: 1129 of 1817
Getting player stats for player CD_I280506: 1130 of 1817
Getting player stats for player CD_I271072: 1131 of 1817
Getting player stats for player CD_I290943: 1132 of 1817
Getting player stats for player CD_I270215: 1133 of 1817
Getting player stats for player CD_I281280: 1134 of 1817
Getting player stats for player CD_I280521: 1135 of 1817
Getting player stats for player CD_I280944: 1136 of 1817
Getting player stats for player CD_I270935: 1137 of 1817
Getting player stats for player CD_I280336: 1138 of 1817
Getting player stats for player CD_I270908: 1139 of 1817
Getting player stats for player CD_I270193: 1140 of 1817
Getting player stats for player CD_I250623: 1141 of 1817
Getting player stats for player CD_I261362: 1142 of 1817
Getting player stats for player CD_I271001: 1143 of 1817
Getting player stats for player CD_I261031: 1144 of 1817
Getting player stats for player CD_I291202: 1145 of 1817
Getting player stats for player CD_I270951: 1146 of 1817
Getting player stats for player CD_I271439: 1147 of 1817
Getting player stats for player CD_I270490: 1148 of 1817
Getting player stats for player CD_I261756: 1149 of 1817
Getting player stats for player CD_I271140: 1150 of 1817
Getting player stats for player CD_I260088: 1151 of 1817
Getting player stats for player CD_I261892: 1152 of 1817
Getting player stats for player CD_I261228: 1153 of 1817
Getting player stats for player CD_I260104: 1154 of 1817
Getting player stats for player CD_I261181: 1155 of 1817
Getting player stats for player CD_I270861: 1156 of 1817
Getting player stats for player CD_I261319: 1157 of 1817
Getting player stats for player CD_I261279: 1158 of 1817
Getting player stats for player CD_I271015: 1159 of 1817
Getting player stats for player CD_I261250: 1160 of 1817
Getting player stats for player CD_I291206: 1161 of 1817
Getting player stats for player CD_I272004: 1162 of 1817
Getting player stats for player CD_I271110: 1163 of 1817
Getting player stats for player CD_I280395: 1164 of 1817
Getting player stats for player CD_I280965: 1165 of 1817
Getting player stats for player CD_I240131: 1166 of 1817
Getting player stats for player CD_I280864: 1167 of 1817
Getting player stats for player CD_I260986: 1168 of 1817
Getting player stats for player CD_I261391: 1169 of 1817
Getting player stats for player CD_I260279: 1170 of 1817
Getting player stats for player CD_I271073: 1171 of 1817
Getting player stats for player CD_I280737: 1172 of 1817
Getting player stats for player CD_I250383: 1173 of 1817
Getting player stats for player CD_I260965: 1174 of 1817
Getting player stats for player CD_I280386: 1175 of 1817
Getting player stats for player CD_I281007: 1176 of 1817
Getting player stats for player CD_I280972: 1177 of 1817
Getting player stats for player CD_I270941: 1178 of 1817
Getting player stats for player CD_I271045: 1179 of 1817
Getting player stats for player CD_I271300: 1180 of 1817
Getting player stats for player CD_I260952: 1181 of 1817
Getting player stats for player CD_I260069: 1182 of 1817
Getting player stats for player CD_I290251: 1183 of 1817
Getting player stats for player CD_I260545: 1184 of 1817
Getting player stats for player CD_I240548: 1185 of 1817
Getting player stats for player CD_I270315: 1186 of 1817
Getting player stats for player CD_I280038: 1187 of 1817
Getting player stats for player CD_I281373: 1188 of 1817
Getting player stats for player CD_I280125: 1189 of 1817
Getting player stats for player CD_I270899: 1190 of 1817
Getting player stats for player CD_I271092: 1191 of 1817
Getting player stats for player CD_I280441: 1192 of 1817
Getting player stats for player CD_I290117: 1193 of 1817
Getting player stats for player CD_I271078: 1194 of 1817
Getting player stats for player CD_I280281: 1195 of 1817
Getting player stats for player CD_I270681: 1196 of 1817
Getting player stats for player CD_I270906: 1197 of 1817
Getting player stats for player CD_I270919: 1198 of 1817
Getting player stats for player CD_I260050: 1199 of 1817
Getting player stats for player CD_I281139: 1200 of 1817
Getting player stats for player CD_I270912: 1201 of 1817
Getting player stats for player CD_I250345: 1202 of 1817
Getting player stats for player CD_I261390: 1203 of 1817
Getting player stats for player CD_I280858: 1204 of 1817
Getting player stats for player CD_I270963: 1205 of 1817
Getting player stats for player CD_I280059: 1206 of 1817
Getting player stats for player CD_I290847: 1207 of 1817
Getting player stats for player CD_I261910: 1208 of 1817
Getting player stats for player CD_I250125: 1209 of 1817
Getting player stats for player CD_I281065: 1210 of 1817
Getting player stats for player CD_I260073: 1211 of 1817
Getting player stats for player CD_I280969: 1212 of 1817
Getting player stats for player CD_I270937: 1213 of 1817
Getting player stats for player CD_I280608: 1214 of 1817
Getting player stats for player CD_I271208: 1215 of 1817
Getting player stats for player CD_I270854: 1216 of 1817
Getting player stats for player CD_I281281: 1217 of 1817
Getting player stats for player CD_I271071: 1218 of 1817
Getting player stats for player CD_I280078: 1219 of 1817
Getting player stats for player CD_I270952: 1220 of 1817
Getting player stats for player CD_I281375: 1221 of 1817
Getting player stats for player CD_I280750: 1222 of 1817
Getting player stats for player CD_I280013: 1223 of 1817
Getting player stats for player CD_I280863: 1224 of 1817
Getting player stats for player CD_I292026: 1225 of 1817
Getting player stats for player CD_I281111: 1226 of 1817
Getting player stats for player CD_I271433: 1227 of 1817
Getting player stats for player CD_I270170: 1228 of 1817
Getting player stats for player CD_I290214: 1229 of 1817
Getting player stats for player CD_I240029: 1230 of 1817
Getting player stats for player CD_I280990: 1231 of 1817
Getting player stats for player CD_I281079: 1232 of 1817
Getting player stats for player CD_I280988: 1233 of 1817
Getting player stats for player CD_I280824: 1234 of 1817
Getting player stats for player CD_I280471: 1235 of 1817
Getting player stats for player CD_I200131: 1236 of 1817
Getting player stats for player CD_I270340: 1237 of 1817
Getting player stats for player CD_I250034: 1238 of 1817
Getting player stats for player CD_I280804: 1239 of 1817
Getting player stats for player CD_I270637: 1240 of 1817
Getting player stats for player CD_I290198: 1241 of 1817
Getting player stats for player CD_I292025: 1242 of 1817
Getting player stats for player CD_I280986: 1243 of 1817
Getting player stats for player CD_I260201: 1244 of 1817
Getting player stats for player CD_I280012: 1245 of 1817
Getting player stats for player CD_I291201: 1246 of 1817
Getting player stats for player CD_I280379: 1247 of 1817
Getting player stats for player CD_I261230: 1248 of 1817
Getting player stats for player CD_I280921: 1249 of 1817
Getting player stats for player CD_I291570: 1250 of 1817
Getting player stats for player CD_I261351: 1251 of 1817
Getting player stats for player CD_I280933: 1252 of 1817
Getting player stats for player CD_I250572: 1253 of 1817
Getting player stats for player CD_I281080: 1254 of 1817
Getting player stats for player CD_I291357: 1255 of 1817
Getting player stats for player CD_I292500: 1256 of 1817
Getting player stats for player CD_I270910: 1257 of 1817
Getting player stats for player CD_I280049: 1258 of 1817
Getting player stats for player CD_I290171: 1259 of 1817
Getting player stats for player CD_I291351: 1260 of 1817
Getting player stats for player CD_I280317: 1261 of 1817
Getting player stats for player CD_I280748: 1262 of 1817
Getting player stats for player CD_I280747: 1263 of 1817
Getting player stats for player CD_I280822: 1264 of 1817
Getting player stats for player CD_I280946: 1265 of 1817
Getting player stats for player CD_I260446: 1266 of 1817
Getting player stats for player CD_I280572: 1267 of 1817
Getting player stats for player CD_I280104: 1268 of 1817
Getting player stats for player CD_I271105: 1269 of 1817
Getting player stats for player CD_I270570: 1270 of 1817
Getting player stats for player CD_I270953: 1271 of 1817
Getting player stats for player CD_I270325: 1272 of 1817
Getting player stats for player CD_I281048: 1273 of 1817
Getting player stats for player CD_I290194: 1274 of 1817
Getting player stats for player CD_I280300: 1275 of 1817
Getting player stats for player CD_I270584: 1276 of 1817
Getting player stats for player CD_I290296: 1277 of 1817
Getting player stats for player CD_I270938: 1278 of 1817
Getting player stats for player CD_I290046: 1279 of 1817
Getting player stats for player CD_I281078: 1280 of 1817
Getting player stats for player CD_I270932: 1281 of 1817
Getting player stats for player CD_I281154: 1282 of 1817
Getting player stats for player CD_I281049: 1283 of 1817
Getting player stats for player CD_I290641: 1284 of 1817
Getting player stats for player CD_I292503: 1285 of 1817
Getting player stats for player CD_I261260: 1286 of 1817
Getting player stats for player CD_I292510: 1287 of 1817
Getting player stats for player CD_I291307: 1288 of 1817
Getting player stats for player CD_I261791: 1289 of 1817
Getting player stats for player CD_I261050: 1290 of 1817
Getting player stats for player CD_I270926: 1291 of 1817
Getting player stats for player CD_I290188: 1292 of 1817
Getting player stats for player CD_I280819: 1293 of 1817
Getting player stats for player CD_I280919: 1294 of 1817
Getting player stats for player CD_I270146: 1295 of 1817
Getting player stats for player CD_I261009: 1296 of 1817
Getting player stats for player CD_I291437: 1297 of 1817
Getting player stats for player CD_I290823: 1298 of 1817
Getting player stats for player CD_I293315: 1299 of 1817
Getting player stats for player CD_I290550: 1300 of 1817
Getting player stats for player CD_I291597: 1301 of 1817
Getting player stats for player CD_I290540: 1302 of 1817
Getting player stats for player CD_I290156: 1303 of 1817
Getting player stats for player CD_I291748: 1304 of 1817
Getting player stats for player CD_I292035: 1305 of 1817
Getting player stats for player CD_I281329: 1306 of 1817
Getting player stats for player CD_I291548: 1307 of 1817
Getting player stats for player CD_I291542: 1308 of 1817
Getting player stats for player CD_I290629: 1309 of 1817
Getting player stats for player CD_I290799: 1310 of 1817
Getting player stats for player CD_I250601: 1311 of 1817
Getting player stats for player CD_I280579: 1312 of 1817
Getting player stats for player CD_I291079: 1313 of 1817
Getting player stats for player CD_I290838: 1314 of 1817
Getting player stats for player CD_I290801: 1315 of 1817
Getting player stats for player CD_I290787: 1316 of 1817
Getting player stats for player CD_I292029: 1317 of 1817
Getting player stats for player CD_I292031: 1318 of 1817
Getting player stats for player CD_I281108: 1319 of 1817
Getting player stats for player CD_I291594: 1320 of 1817
Getting player stats for player CD_I280711: 1321 of 1817
Getting player stats for player CD_I292512: 1322 of 1817
Getting player stats for player CD_I281044: 1323 of 1817
Getting player stats for player CD_I290520: 1324 of 1817
Getting player stats for player CD_I290817: 1325 of 1817
Getting player stats for player CD_I290527: 1326 of 1817
Getting player stats for player CD_I290627: 1327 of 1817
Getting player stats for player CD_I280722: 1328 of 1817
Getting player stats for player CD_I290832: 1329 of 1817
Getting player stats for player CD_I293223: 1330 of 1817
Getting player stats for player CD_I290539: 1331 of 1817
Getting player stats for player CD_I290526: 1332 of 1817
Getting player stats for player CD_I280918: 1333 of 1817
Getting player stats for player CD_I291731: 1334 of 1817
Getting player stats for player CD_I260630: 1335 of 1817
Getting player stats for player CD_I291304: 1336 of 1817
Getting player stats for player CD_I281024: 1337 of 1817
Getting player stats for player CD_I291450: 1338 of 1817
Getting player stats for player CD_I290738: 1339 of 1817
Getting player stats for player CD_I290444: 1340 of 1817
Getting player stats for player CD_I280949: 1341 of 1817
Getting player stats for player CD_I261384: 1342 of 1817
Getting player stats for player CD_I281025: 1343 of 1817
Getting player stats for player CD_I290790: 1344 of 1817
Getting player stats for player CD_I290811: 1345 of 1817
Getting player stats for player CD_I291545: 1346 of 1817
Getting player stats for player CD_I290547: 1347 of 1817
Getting player stats for player CD_I290826: 1348 of 1817
Getting player stats for player CD_I281151: 1349 of 1817
Getting player stats for player CD_I290160: 1350 of 1817
Getting player stats for player CD_I281085: 1351 of 1817
Getting player stats for player CD_I250260: 1352 of 1817
Getting player stats for player CD_I260710: 1353 of 1817
Getting player stats for player CD_I294877: 1354 of 1817
Getting player stats for player CD_I280442: 1355 of 1817
Getting player stats for player CD_I280018: 1356 of 1817
Getting player stats for player CD_I291753: 1357 of 1817
Getting player stats for player CD_I270994: 1358 of 1817
Getting player stats for player CD_I293813: 1359 of 1817
Getting player stats for player CD_I292501: 1360 of 1817
Getting player stats for player CD_I290932: 1361 of 1817
Getting player stats for player CD_I293815: 1362 of 1817
Getting player stats for player CD_I290815: 1363 of 1817
Getting player stats for player CD_I290778: 1364 of 1817
Getting player stats for player CD_I290802: 1365 of 1817
Getting player stats for player CD_I280744: 1366 of 1817
Getting player stats for player CD_I280959: 1367 of 1817
Getting player stats for player CD_I290456: 1368 of 1817
Getting player stats for player CD_I294741: 1369 of 1817
Getting player stats for player CD_I280726: 1370 of 1817
Getting player stats for player CD_I290748: 1371 of 1817
Getting player stats for player CD_I270303: 1372 of 1817
Getting player stats for player CD_I294874: 1373 of 1817
Getting player stats for player CD_I280568: 1374 of 1817
Getting player stats for player CD_I290106: 1375 of 1817
Getting player stats for player CD_I281374: 1376 of 1817
Getting player stats for player CD_I291522: 1377 of 1817
Getting player stats for player CD_I290528: 1378 of 1817
Getting player stats for player CD_I291313: 1379 of 1817
Getting player stats for player CD_I261310: 1380 of 1817
Getting player stats for player CD_I290538: 1381 of 1817
Getting player stats for player CD_I294198: 1382 of 1817
Getting player stats for player CD_I280053: 1383 of 1817
Getting player stats for player CD_I270936: 1384 of 1817
Getting player stats for player CD_I292511: 1385 of 1817
Getting player stats for player CD_I291526: 1386 of 1817
Getting player stats for player CD_I281000: 1387 of 1817
Getting player stats for player CD_I290110: 1388 of 1817
Getting player stats for player CD_I290821: 1389 of 1817
Getting player stats for player CD_I294219: 1390 of 1817
Getting player stats for player CD_I290808: 1391 of 1817
Getting player stats for player CD_I270923: 1392 of 1817
Getting player stats for player CD_I281076: 1393 of 1817
Getting player stats for player CD_I290703: 1394 of 1817
Getting player stats for player CD_I291560: 1395 of 1817
Getting player stats for player CD_I292508: 1396 of 1817
Getting player stats for player CD_I290622: 1397 of 1817
Getting player stats for player CD_I261857: 1398 of 1817
Getting player stats for player CD_I280563: 1399 of 1817
Getting player stats for player CD_I280746: 1400 of 1817
Getting player stats for player CD_I280934: 1401 of 1817
Getting player stats for player CD_I280948: 1402 of 1817
Getting player stats for player CD_I281075: 1403 of 1817
Getting player stats for player CD_I290314: 1404 of 1817
Getting player stats for player CD_I250667: 1405 of 1817
Getting player stats for player CD_I290746: 1406 of 1817
Getting player stats for player CD_I293795: 1407 of 1817
Getting player stats for player CD_I291386: 1408 of 1817
Getting player stats for player CD_I280956: 1409 of 1817
Getting player stats for player CD_I291402: 1410 of 1817
Getting player stats for player CD_I290095: 1411 of 1817
Getting player stats for player CD_I280877: 1412 of 1817
Getting player stats for player CD_I292145: 1413 of 1817
Getting player stats for player CD_I250301: 1414 of 1817
Getting player stats for player CD_I294266: 1415 of 1817
Getting player stats for player CD_I272008: 1416 of 1817
Getting player stats for player CD_I291445: 1417 of 1817
Getting player stats for player CD_I294826: 1418 of 1817
Getting player stats for player CD_I280056: 1419 of 1817
Getting player stats for player CD_I281013: 1420 of 1817
Getting player stats for player CD_I291533: 1421 of 1817
Getting player stats for player CD_I290623: 1422 of 1817
Getting player stats for player CD_I290759: 1423 of 1817
Getting player stats for player CD_I290516: 1424 of 1817
Getting player stats for player CD_I280758: 1425 of 1817
Getting player stats for player CD_I291672: 1426 of 1817
Getting player stats for player CD_I291802: 1427 of 1817
Getting player stats for player CD_I293845: 1428 of 1817
Getting player stats for player CD_I291969: 1429 of 1817
Getting player stats for player CD_I294917: 1430 of 1817
Getting player stats for player CD_I261841: 1431 of 1817
Getting player stats for player CD_I295344: 1432 of 1817
Getting player stats for player CD_I290306: 1433 of 1817
Getting player stats for player CD_I291964: 1434 of 1817
Getting player stats for player CD_I291720: 1435 of 1817
Getting player stats for player CD_I291509: 1436 of 1817
Getting player stats for player CD_I261189: 1437 of 1817
Getting player stats for player CD_I291783: 1438 of 1817
Getting player stats for player CD_I291771: 1439 of 1817
Getting player stats for player CD_I291819: 1440 of 1817
Getting player stats for player CD_I291891: 1441 of 1817
Getting player stats for player CD_I291784: 1442 of 1817
Getting player stats for player CD_I294125: 1443 of 1817
Getting player stats for player CD_I291978: 1444 of 1817
Getting player stats for player CD_I293713: 1445 of 1817
Getting player stats for player CD_I260433: 1446 of 1817
Getting player stats for player CD_I270783: 1447 of 1817
Getting player stats for player CD_I291811: 1448 of 1817
Getting player stats for player CD_I294733: 1449 of 1817
Getting player stats for player CD_I291883: 1450 of 1817
Getting player stats for player CD_I260176: 1451 of 1817
Getting player stats for player CD_I293877: 1452 of 1817
Getting player stats for player CD_I296735: 1453 of 1817
Getting player stats for player CD_I290783: 1454 of 1817
Getting player stats for player CD_I261167: 1455 of 1817
Getting player stats for player CD_I295712: 1456 of 1817
Getting player stats for player CD_I293847: 1457 of 1817
Getting player stats for player CD_I290277: 1458 of 1817
Getting player stats for player CD_I291962: 1459 of 1817
Getting player stats for player CD_I270766: 1460 of 1817
Getting player stats for player CD_I293796: 1461 of 1817
Getting player stats for player CD_I291773: 1462 of 1817
Getting player stats for player CD_I291828: 1463 of 1817
Getting player stats for player CD_I291790: 1464 of 1817
Getting player stats for player CD_I291806: 1465 of 1817
Getting player stats for player CD_I293255: 1466 of 1817
Getting player stats for player CD_I293535: 1467 of 1817
Getting player stats for player CD_I280413: 1468 of 1817
Getting player stats for player CD_I290211: 1469 of 1817
Getting player stats for player CD_I291936: 1470 of 1817
Getting player stats for player CD_I290671: 1471 of 1817
Getting player stats for player CD_I295584: 1472 of 1817
Getting player stats for player CD_I293871: 1473 of 1817
Getting player stats for player CD_I291309: 1474 of 1817
Getting player stats for player CD_I294740: 1475 of 1817
Getting player stats for player CD_I291776: 1476 of 1817
Getting player stats for player CD_I291492: 1477 of 1817
Getting player stats for player CD_I281279: 1478 of 1817
Getting player stats for player CD_I293716: 1479 of 1817
Getting player stats for player CD_I290546: 1480 of 1817
Getting player stats for player CD_I240266: 1481 of 1817
Getting player stats for player CD_I294818: 1482 of 1817
Getting player stats for player CD_I296531: 1483 of 1817
Getting player stats for player CD_I293662: 1484 of 1817
Getting player stats for player CD_I280324: 1485 of 1817
Getting player stats for player CD_I294828: 1486 of 1817
Getting player stats for player CD_I294068: 1487 of 1817
Getting player stats for player CD_I280994: 1488 of 1817
Getting player stats for player CD_I261224: 1489 of 1817
Getting player stats for player CD_I291963: 1490 of 1817
Getting player stats for player CD_I292509: 1491 of 1817
Getting player stats for player CD_I294643: 1492 of 1817
Getting player stats for player CD_I291797: 1493 of 1817
Getting player stats for player CD_I290765: 1494 of 1817
Getting player stats for player CD_I293676: 1495 of 1817
Getting player stats for player CD_I250652: 1496 of 1817
Getting player stats for player CD_I293801: 1497 of 1817
Getting player stats for player CD_I295256: 1498 of 1817
Getting player stats for player CD_I292128: 1499 of 1817
Getting player stats for player CD_I293581: 1500 of 1817
Getting player stats for player CD_I290576: 1501 of 1817
Getting player stats for player CD_I295265: 1502 of 1817
Getting player stats for player CD_I293651: 1503 of 1817
Getting player stats for player CD_I295325: 1504 of 1817
Getting player stats for player CD_I291821: 1505 of 1817
Getting player stats for player CD_I290673: 1506 of 1817
Getting player stats for player CD_I293816: 1507 of 1817
Getting player stats for player CD_I250557: 1508 of 1817
Getting player stats for player CD_I290246: 1509 of 1817
Getting player stats for player CD_I296732: 1510 of 1817
Getting player stats for player CD_I291825: 1511 of 1817
Getting player stats for player CD_I294169: 1512 of 1817
Getting player stats for player CD_I291804: 1513 of 1817
Getting player stats for player CD_I295942: 1514 of 1817
Getting player stats for player CD_I291456: 1515 of 1817
Getting player stats for player CD_I294797: 1516 of 1817
Getting player stats for player CD_I261277: 1517 of 1817
Getting player stats for player CD_I290733: 1518 of 1817
Getting player stats for player CD_I270174: 1519 of 1817
Getting player stats for player CD_I294798: 1520 of 1817
Getting player stats for player CD_I296736: 1521 of 1817
Getting player stats for player CD_I250343: 1522 of 1817
Getting player stats for player CD_I291550: 1523 of 1817
Getting player stats for player CD_I296459: 1524 of 1817
Getting player stats for player CD_I260290: 1525 of 1817
Getting player stats for player CD_I293193: 1526 of 1817
Getting player stats for player CD_I291929: 1527 of 1817
Getting player stats for player CD_I294691: 1528 of 1817
Getting player stats for player CD_I281124: 1529 of 1817
Getting player stats for player CD_I293684: 1530 of 1817
Getting player stats for player CD_I290687: 1531 of 1817
Getting player stats for player CD_I293738: 1532 of 1817
Getting player stats for player CD_I291928: 1533 of 1817
Getting player stats for player CD_I296033: 1534 of 1817
Getting player stats for player CD_I294101: 1535 of 1817
Getting player stats for player CD_I291810: 1536 of 1817
Getting player stats for player CD_I291942: 1537 of 1817
Getting player stats for player CD_I291817: 1538 of 1817
Getting player stats for player CD_I290001: 1539 of 1817
Getting player stats for player CD_I295313: 1540 of 1817
Getting player stats for player CD_I291814: 1541 of 1817
Getting player stats for player CD_I260004: 1542 of 1817
Getting player stats for player CD_I290792: 1543 of 1817
Getting player stats for player CD_I291812: 1544 of 1817
Getting player stats for player CD_I293846: 1545 of 1817
Getting player stats for player CD_I294283: 1546 of 1817
Getting player stats for player CD_I295285: 1547 of 1817
Getting player stats for player CD_I291792: 1548 of 1817
Getting player stats for player CD_I293329: 1549 of 1817
Getting player stats for player CD_I290814: 1550 of 1817
Getting player stats for player CD_I294307: 1551 of 1817
Getting player stats for player CD_I291686: 1552 of 1817
Getting player stats for player CD_I260278: 1553 of 1817
Getting player stats for player CD_I294674: 1554 of 1817
Getting player stats for player CD_I261160: 1555 of 1817
Getting player stats for player CD_I294624: 1556 of 1817
Getting player stats for player CD_I294305: 1557 of 1817
Getting player stats for player CD_I291544: 1558 of 1817
Getting player stats for player CD_I290307: 1559 of 1817
Getting player stats for player CD_I294613: 1560 of 1817
Getting player stats for player CD_I290422: 1561 of 1817
Getting player stats for player CD_I294317: 1562 of 1817
Getting player stats for player CD_I296027: 1563 of 1817
Getting player stats for player CD_I293042: 1564 of 1817
Getting player stats for player CD_I291902: 1565 of 1817
Getting player stats for player CD_I270606: 1566 of 1817
Getting player stats for player CD_I294604: 1567 of 1817
Getting player stats for player CD_I294318: 1568 of 1817
Getting player stats for player CD_I290199: 1569 of 1817
Getting player stats for player CD_I280612: 1570 of 1817
Getting player stats for player CD_I250133: 1571 of 1817
Getting player stats for player CD_I290810: 1572 of 1817
Getting player stats for player CD_I290289: 1573 of 1817
Getting player stats for player CD_I291861: 1574 of 1817
Getting player stats for player CD_I296733: 1575 of 1817
Getting player stats for player CD_I293603: 1576 of 1817
Getting player stats for player CD_I295459: 1577 of 1817
Getting player stats for player CD_I270241: 1578 of 1817
Getting player stats for player CD_I295054: 1579 of 1817
Getting player stats for player CD_I293431: 1580 of 1817
Getting player stats for player CD_I291777: 1581 of 1817
Getting player stats for player CD_I290833: 1582 of 1817
Getting player stats for player CD_I294737: 1583 of 1817
Getting player stats for player CD_I294663: 1584 of 1817
Getting player stats for player CD_I291896: 1585 of 1817
Getting player stats for player CD_I292013: 1586 of 1817
Getting player stats for player CD_I290085: 1587 of 1817
Getting player stats for player CD_I295406: 1588 of 1817
Getting player stats for player CD_I281052: 1589 of 1817
Getting player stats for player CD_I293222: 1590 of 1817
Getting player stats for player CD_I295467: 1591 of 1817
Getting player stats for player CD_I293884: 1592 of 1817
Getting player stats for player CD_I295518: 1593 of 1817
Getting player stats for player CD_I294618: 1594 of 1817
Getting player stats for player CD_I291975: 1595 of 1817
Getting player stats for player CD_I295095: 1596 of 1817
Getting player stats for player CD_I295477: 1597 of 1817
Getting player stats for player CD_I281105: 1598 of 1817
Getting player stats for player CD_I294685: 1599 of 1817
Getting player stats for player CD_I295162: 1600 of 1817
Getting player stats for player CD_I291815: 1601 of 1817
Getting player stats for player CD_I294508: 1602 of 1817
Getting player stats for player CD_I296940: 1603 of 1817
Getting player stats for player CD_I294583: 1604 of 1817
Getting player stats for player CD_I280971: 1605 of 1817
Getting player stats for player CD_I294570: 1606 of 1817
Getting player stats for player CD_I290795: 1607 of 1817
Getting player stats for player CD_I290757: 1608 of 1817
Getting player stats for player CD_I290756: 1609 of 1817
Getting player stats for player CD_I291949: 1610 of 1817
Getting player stats for player CD_I293154: 1611 of 1817
Getting player stats for player CD_I291835: 1612 of 1817
Getting player stats for player CD_I296559: 1613 of 1817
Getting player stats for player CD_I294556: 1614 of 1817
Getting player stats for player CD_I294270: 1615 of 1817
Getting player stats for player CD_I294470: 1616 of 1817
Getting player stats for player CD_I291446: 1617 of 1817
Getting player stats for player CD_I293930: 1618 of 1817
Getting player stats for player CD_I293854: 1619 of 1817
Getting player stats for player CD_I270950: 1620 of 1817
Getting player stats for player CD_I291856: 1621 of 1817
Getting player stats for player CD_I290688: 1622 of 1817
Getting player stats for player CD_I294518: 1623 of 1817
Getting player stats for player CD_I295906: 1624 of 1817
Getting player stats for player CD_I292048: 1625 of 1817
Getting player stats for player CD_I270976: 1626 of 1817
Getting player stats for player CD_I294557: 1627 of 1817
Getting player stats for player CD_I291927: 1628 of 1817
Getting player stats for player CD_I293739: 1629 of 1817
Getting player stats for player CD_I294485: 1630 of 1817
Getting player stats for player CD_I291327: 1631 of 1817
Getting player stats for player CD_I294615: 1632 of 1817
Getting player stats for player CD_I294496: 1633 of 1817
Getting player stats for player CD_I290683: 1634 of 1817
Getting player stats for player CD_I291518: 1635 of 1817
Getting player stats for player CD_I290731: 1636 of 1817
Getting player stats for player CD_I293957: 1637 of 1817
Getting player stats for player CD_I290228: 1638 of 1817
Getting player stats for player CD_I296452: 1639 of 1817
Getting player stats for player CD_I296078: 1640 of 1817
Getting player stats for player CD_I293471: 1641 of 1817
Getting player stats for player CD_I295445: 1642 of 1817
Getting player stats for player CD_I295319: 1643 of 1817
Getting player stats for player CD_I281298: 1644 of 1817
Getting player stats for player CD_I280119: 1645 of 1817
Getting player stats for player CD_I294561: 1646 of 1817
Getting player stats for player CD_I295608: 1647 of 1817
Getting player stats for player CD_I291912: 1648 of 1817
Getting player stats for player CD_I294080: 1649 of 1817
Getting player stats for player CD_I294654: 1650 of 1817
Getting player stats for player CD_I295444: 1651 of 1817
Getting player stats for player CD_I296190: 1652 of 1817
Getting player stats for player CD_I294013: 1653 of 1817
Getting player stats for player CD_I294504: 1654 of 1817
Getting player stats for player CD_I296254: 1655 of 1817
Getting player stats for player CD_I296355: 1656 of 1817
Getting player stats for player CD_I992016: 1657 of 1817
Getting player stats for player CD_I295599: 1658 of 1817
Getting player stats for player CD_I297438: 1659 of 1817
Getting player stats for player CD_I291300: 1660 of 1817
Getting player stats for player CD_I296041: 1661 of 1817
Getting player stats for player CD_I295067: 1662 of 1817
Getting player stats for player CD_I294309: 1663 of 1817
Getting player stats for player CD_I296211: 1664 of 1817
Getting player stats for player CD_I296351: 1665 of 1817
Getting player stats for player CD_I296208: 1666 of 1817
Getting player stats for player CD_I294429: 1667 of 1817
Getting player stats for player CD_I281292: 1668 of 1817
Getting player stats for player CD_I296343: 1669 of 1817
Getting player stats for player CD_I296296: 1670 of 1817
Getting player stats for player CD_I294178: 1671 of 1817
Getting player stats for player CD_I296347: 1672 of 1817
Getting player stats for player CD_I296209: 1673 of 1817
Getting player stats for player CD_I261236: 1674 of 1817
Getting player stats for player CD_I297401: 1675 of 1817
Getting player stats for player CD_I294506: 1676 of 1817
Getting player stats for player CD_I290073: 1677 of 1817
Getting player stats for player CD_I990704: 1678 of 1817
Getting player stats for player CD_I290722: 1679 of 1817
Getting player stats for player CD_I297258: 1680 of 1817
Getting player stats for player CD_I297406: 1681 of 1817
Getting player stats for player CD_I290182: 1682 of 1817
Getting player stats for player CD_I296269: 1683 of 1817
Getting player stats for player CD_I295342: 1684 of 1817
Getting player stats for player CD_I296367: 1685 of 1817
Getting player stats for player CD_I297373: 1686 of 1817
Getting player stats for player CD_I290781: 1687 of 1817
Getting player stats for player CD_I294859: 1688 of 1817
Getting player stats for player CD_I296359: 1689 of 1817
Getting player stats for player CD_I296198: 1690 of 1817
Getting player stats for player CD_I296294: 1691 of 1817
Getting player stats for player CD_I291607: 1692 of 1817
Getting player stats for player CD_I990609: 1693 of 1817
Getting player stats for player CD_I296357: 1694 of 1817
Getting player stats for player CD_I293883: 1695 of 1817
Getting player stats for player CD_I993649: 1696 of 1817
Getting player stats for player CD_I280947: 1697 of 1817
Getting player stats for player CD_I990740: 1698 of 1817
Getting player stats for player CD_I293479: 1699 of 1817
Getting player stats for player CD_I295138: 1700 of 1817
Getting player stats for player CD_I296439: 1701 of 1817
Getting player stats for player CD_I293035: 1702 of 1817
Getting player stats for player CD_I991988: 1703 of 1817
Getting player stats for player CD_I291867: 1704 of 1817
Getting player stats for player CD_I297504: 1705 of 1817
Getting player stats for player CD_I293701: 1706 of 1817
Getting player stats for player CD_I296369: 1707 of 1817
Getting player stats for player CD_I297362: 1708 of 1817
Getting player stats for player CD_I990425: 1709 of 1817
Getting player stats for player CD_I991917: 1710 of 1817
Getting player stats for player CD_I292030: 1711 of 1817
Getting player stats for player CD_I295695: 1712 of 1817
Getting player stats for player CD_I295453: 1713 of 1817
Getting player stats for player CD_I291772: 1714 of 1817
Getting player stats for player CD_I294596: 1715 of 1817
Getting player stats for player CD_I296334: 1716 of 1817
Getting player stats for player CD_I992499: 1717 of 1817
Getting player stats for player CD_I995219: 1718 of 1817
Getting player stats for player CD_I291926: 1719 of 1817
Getting player stats for player CD_I294536: 1720 of 1817
Getting player stats for player CD_I294453: 1721 of 1817
Getting player stats for player CD_I297456: 1722 of 1817
Getting player stats for player CD_I296322: 1723 of 1817
Getting player stats for player CD_I295827: 1724 of 1817
Getting player stats for player CD_I295482: 1725 of 1817
Getting player stats for player CD_I294172: 1726 of 1817
Getting player stats for player CD_I298144: 1727 of 1817
Getting player stats for player CD_I295340: 1728 of 1817
Getting player stats for player CD_I294486: 1729 of 1817
Getting player stats for player CD_I995192: 1730 of 1817
Getting player stats for player CD_I298444: 1731 of 1817
Getting player stats for player CD_I294592: 1732 of 1817
Getting player stats for player CD_I298279: 1733 of 1817
Getting player stats for player CD_I296324: 1734 of 1817
Getting player stats for player CD_I297990: 1735 of 1817
Getting player stats for player CD_I990424: 1736 of 1817
Getting player stats for player CD_I298272: 1737 of 1817
Getting player stats for player CD_I295461: 1738 of 1817
Getting player stats for player CD_I298539: 1739 of 1817
Getting player stats for player CD_I298293: 1740 of 1817
Getting player stats for player CD_I994185: 1741 of 1817
Getting player stats for player CD_I298311: 1742 of 1817
Getting player stats for player CD_I298298: 1743 of 1817
Getting player stats for player CD_I992000: 1744 of 1817
Getting player stats for player CD_I994389: 1745 of 1817
Getting player stats for player CD_I298336: 1746 of 1817
Getting player stats for player CD_I296161: 1747 of 1817
Getting player stats for player CD_I298268: 1748 of 1817
Getting player stats for player CD_I290032: 1749 of 1817
Getting player stats for player CD_I297566: 1750 of 1817
Getting player stats for player CD_I298312: 1751 of 1817
Getting player stats for player CD_I995121: 1752 of 1817
Getting player stats for player CD_I297473: 1753 of 1817
Getting player stats for player CD_I291947: 1754 of 1817
Getting player stats for player CD_I996059: 1755 of 1817
Getting player stats for player CD_I298307: 1756 of 1817
Getting player stats for player CD_I296306: 1757 of 1817
Getting player stats for player CD_I295199: 1758 of 1817
Getting player stats for player CD_I295496: 1759 of 1817
Getting player stats for player CD_I296035: 1760 of 1817
Getting player stats for player CD_I991953: 1761 of 1817
Getting player stats for player CD_I296487: 1762 of 1817
Getting player stats for player CD_I294291: 1763 of 1817
Getting player stats for player CD_I298265: 1764 of 1817
Getting player stats for player CD_I298630: 1765 of 1817
Getting player stats for player CD_I298281: 1766 of 1817
Getting player stats for player CD_I297139: 1767 of 1817
Getting player stats for player CD_I298409: 1768 of 1817
Getting player stats for player CD_I996708: 1769 of 1817
Getting player stats for player CD_I294591: 1770 of 1817
Getting player stats for player CD_I992015: 1771 of 1817
Getting player stats for player CD_I297354: 1772 of 1817
Getting player stats for player CD_I296270: 1773 of 1817
Getting player stats for player CD_I294638: 1774 of 1817
Getting player stats for player CD_I992462: 1775 of 1817
Getting player stats for player CD_I290889: 1776 of 1817
Getting player stats for player CD_I295222: 1777 of 1817
Getting player stats for player CD_I298289: 1778 of 1817
Getting player stats for player CD_I995220: 1779 of 1817
Getting player stats for player CD_I996483: 1780 of 1817
Getting player stats for player CD_I297364: 1781 of 1817
Getting player stats for player CD_I296420: 1782 of 1817
Getting player stats for player CD_I298302: 1783 of 1817
Getting player stats for player CD_I296205: 1784 of 1817
Getting player stats for player CD_I296291: 1785 of 1817
Getting player stats for player CD_I298174: 1786 of 1817
Getting player stats for player CD_I992010: 1787 of 1817
Getting player stats for player CD_I298288: 1788 of 1817
Getting player stats for player CD_I295136: 1789 of 1817
Getting player stats for player CD_I294472: 1790 of 1817
Getting player stats for player CD_I295103: 1791 of 1817
Getting player stats for player CD_I296312: 1792 of 1817
Getting player stats for player CD_I294265: 1793 of 1817
Getting player stats for player CD_I298280: 1794 of 1817
Getting player stats for player CD_I297899: 1795 of 1817
Getting player stats for player CD_I294336: 1796 of 1817
Getting player stats for player CD_I990397: 1797 of 1817
Getting player stats for player CD_I298316: 1798 of 1817
Getting player stats for player CD_I990290: 1799 of 1817
Getting player stats for player CD_I295012: 1800 of 1817
Getting player stats for player CD_I298524: 1801 of 1817
Getting player stats for player CD_I990548: 1802 of 1817
Getting player stats for player CD_I992450: 1803 of 1817
Getting player stats for player CD_I297107: 1804 of 1817
Getting player stats for player CD_I994460: 1805 of 1817
Getting player stats for player CD_I992054: 1806 of 1817
Getting player stats for player CD_I991939: 1807 of 1817
Getting player stats for player CD_I997846: 1808 of 1817
Getting player stats for player CD_I298264: 1809 of 1817
Getting player stats for player CD_I992472: 1810 of 1817
Getting player stats for player CD_I294475: 1811 of 1817
Getting player stats for player CD_I298450: 1812 of 1817
Getting player stats for player CD_I993192: 1813 of 1817
Getting player stats for player CD_I996580: 1814 of 1817
Getting player stats for player CD_I992075: 1815 of 1817
Getting player stats for player CD_I296214: 1816 of 1817
In [ ]:
In [ ]:
Content source: chris-jd/udacity
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