我正试图从understat.com上搜集昨晚曼联和谢菲尔德联队在英超联赛中的一场比赛的数据。我的目标是“每场比赛投篮”。如果你看到substant.com,它有一个所有匹配的匹配id,我使用该匹配id使用BS4和请求来刮取数据。我已经成功地找到了该类并获得了需要以JSON格式获取的原始数据,但它给了我一个类似“JSON.decoder.jsondecoderror:Expecting value:line 1 column 1(char 0)”的错误。下面是我的代码:
#Import packages and modules
import requests
from bs4 import BeautifulSoup
import json
import pandas as pd
#Set up the url and class to scrape
#scrape the single game shot
base_url = "https://understat.com/match/"
match_id = str(input('Please enter the match id: '))
url = base_url + match_id
print(url)
res = requests.get(url)
soup = BeautifulSoup(res.content, 'lxml')
scripts = soup.find_all('script')
print(scripts)
#only the shot data
strings = scripts[1].string
print(strings)
#strip symbols so we only have the json data
index_start = strings.index("('")+1
index_end = strings.index("')")
json_data = strings[index_start:index_end]
json_data = json_data.encode('utf8').decode('unicode_escape')
#convert string to json format
data = json.loads(json_data)
print(data)
我正在尝试获取的快照字符串: var shotsData=JSON.parse(7)X7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 2 2 2 2 0 0 0 0 0 0 0 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 0 0 0 0 0 0 0 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 2、\x22层\u id\x22\x3A\x22556\x22\2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3二,,\x22 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0\x3Anull,\X22LASTATION\x22\x3A\x222.2月2\x22\x22 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 2 2 0 0 0 0 0 0 2 2 2 2 2 0 0 0 0 2 2 2 2 2 0 0 0 0 0 0 0 0 2 2 2 2 2 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3 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 3 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 x3A\x22Head\x22,\x22match\uID\x22\x3A\x2214628\x22\x22h\uTeam\x22\x3A\x22Manchester\x20United\x22\x22a\uTeam\x22\x3A\x22Sheffield\x20United\x22;\x22h\uGoals\x22\x22a\uGoals\x22\x22\x22\x22date\x22\x22\x22\x22\x22\x22\x222021\x22\x22\x22\x22\x22\x222\x22\x22\x22\x22\x22\x222\x22\x22\x22\x22\x22\x22\x22\x22\x22\x222\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22,\2.2\x22\x22\X7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 2 2 \2 2 2 2 2 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 2 2 2 2 2 2 2 2 2 2结果结果结果结果结果结果\2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 0 0 0 0 0 0 0 0 0 0 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 x22,\x22情景\x22\x3A\x22OpenPlay\x22\x22季节\x22\x3A\x222020\x22\x22shotType\x22\x3A\x22RightFoot\x22\x22match\u id\x22\x3A\x2214628\x22\x22\x22h\u0团队\x22\x22a\x22a\x22a\x22a\x22a\x22a\x22a\x22,\x22date\x22\x3A\x222021\x2D01\x2D27\x2020\x3A15\x3A00\x22\x22player\u-assisted\x22\x3A\x22George\x20Baldock\x22\x22lastation\x22\x3A\x22Pass\x22\x7D\x7B\x22id\x22\x3A\x22401355\x22\x22\x22\x22分钟\x22\x2273\x22\x22result\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22,\x22xG\x22\x3A\x220.07747054845094681\x22\x22player\x22\x3A\x22Oliver\x20Burke\x22\x22h\x22h\x3A\x22a\x22\X22PAYER\x22\x3A\x225256\x22\x22situation\x3A\x22\x22\X22PENPLAY\x22\x22\x22\x22season\x22\x22a\x222020\x22\x22\x22shotType\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x22\x3A\x22\x22\,\2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 3 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\x3A\x22Goal\x22,\x22X\x22\x3A\x220.87699994948219\x22\x22Y\x22\x3A\x220.307999923706055\x22\x22xG\x22\x3A\x220.284040542.2 2 2 2 2 0 0 0 0 0 0 0 0 0 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 4 4 4 4 4 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2联合国,\x22h\U goals\x22\x3A\x221\x22\x22a\U goals\x22\x3A\x222\x22日期\x22\x3A\x222021\x2D01\x2D27\x2020\x3A15\x3A00\x22\x22player\x22\X32\X32\x22John\x20Lundstram\x22\X22LASTION\x22\x22\x22\X32\X32\X32\x22a\x22Pass\x22\x7D\x5D\x7D\x7D')
有人能帮我调试代码,这样我就可以获取JSON格式的数据了吗
问题在于
json_data
,因为字符串以'{
开头。您想要的开始索引实际上是在前面的{
处多了一个索引值,因此您希望在索引开始处添加2,而不是1:index_start = strings.index("('")+2
而不是index_start = strings.index("('")+1
输出:
您还可以替换:
与:
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