Scrape value from table of webpage
I want to retrieve the match data from the following website:
https://understat.com/match/81
I wrote the following script:
import sys
import time
import os
import io
import csv
from selenium import webdriver
import selenium.webdriver.support.expected_conditions as ec
import selenium.webdriver.support.ui as ui
from selenium.common.exceptions import TimeoutException
from selenium.webdriver.common.by import By
driver = None
cnx = None
currentDir = sys.path[0]
def scrap_understat():
init_browser('firefox')
for i in range(80, 10080):
try:
driver.get('https://understat.com/match/' + str(i))
time.sleep(1)
if try_find_Element(driver, By.CLASS_NAME, 'error-code') is not None:
continue
data = get_match_data()
save_data(data)
except Exception as ex:
log_this(ex)
print(str(ex))
close_browser()
def get_match_data():
data =
teams = driver.find_elements(By.NAME, 'team')
for team in teams:
team.find_element(By.XPATH, 'following-sibling::*').click()
time.sleep(1)
players = driver.find_element(By.ID, 'match-rosters').find_element(By.TAG_NAME, 'tbody').find_elements(By.TAG_NAME, 'tr')
for player in players:
tds = player.find_elements(By.TAG_NAME, 'td')
record = [tds[1].text, tds[2].text, tds[3].text, tds[4].text,
tds[5].text, tds[6].text, tds[7].text, tds[8].text, tds[9].text]
data.append(record)
return data
def save_data(data):
# save CSV
csv_file_path = currentDir + '/output' + current_time + '.csv'
file = None
writer = None
if not os.path.exists(csv_file_path):
file = io.open(csv_file_path, 'w', newline='', encoding='ISO-8859-1')
writer = csv.writer(file)
writer.writerow(
['player', 'pos', 'min', 'sh', 'g', 'kp', 'a', 'xG',
'xA'])
else:
file = io.open(csv_file_path, 'a', newline='', encoding='ISO-8859-1')
writer = csv.writer(file)
for record in data:
writer.writerow(record)
file.close()
The output of my script looks like this:
So, there is a problem with the xG- and xA-columns. I only want the lowerscript-part whereas the script takes all the text within the td How do I change my script to only include the first part? By inspecting the page elements, I see that the undesired part is called sub-class
Second question: How do I get the teamname declared as variable (Manchester United / Tottenham Hotspurs)
python selenium web-scraping
add a comment |
I want to retrieve the match data from the following website:
https://understat.com/match/81
I wrote the following script:
import sys
import time
import os
import io
import csv
from selenium import webdriver
import selenium.webdriver.support.expected_conditions as ec
import selenium.webdriver.support.ui as ui
from selenium.common.exceptions import TimeoutException
from selenium.webdriver.common.by import By
driver = None
cnx = None
currentDir = sys.path[0]
def scrap_understat():
init_browser('firefox')
for i in range(80, 10080):
try:
driver.get('https://understat.com/match/' + str(i))
time.sleep(1)
if try_find_Element(driver, By.CLASS_NAME, 'error-code') is not None:
continue
data = get_match_data()
save_data(data)
except Exception as ex:
log_this(ex)
print(str(ex))
close_browser()
def get_match_data():
data =
teams = driver.find_elements(By.NAME, 'team')
for team in teams:
team.find_element(By.XPATH, 'following-sibling::*').click()
time.sleep(1)
players = driver.find_element(By.ID, 'match-rosters').find_element(By.TAG_NAME, 'tbody').find_elements(By.TAG_NAME, 'tr')
for player in players:
tds = player.find_elements(By.TAG_NAME, 'td')
record = [tds[1].text, tds[2].text, tds[3].text, tds[4].text,
tds[5].text, tds[6].text, tds[7].text, tds[8].text, tds[9].text]
data.append(record)
return data
def save_data(data):
# save CSV
csv_file_path = currentDir + '/output' + current_time + '.csv'
file = None
writer = None
if not os.path.exists(csv_file_path):
file = io.open(csv_file_path, 'w', newline='', encoding='ISO-8859-1')
writer = csv.writer(file)
writer.writerow(
['player', 'pos', 'min', 'sh', 'g', 'kp', 'a', 'xG',
'xA'])
else:
file = io.open(csv_file_path, 'a', newline='', encoding='ISO-8859-1')
writer = csv.writer(file)
for record in data:
writer.writerow(record)
file.close()
The output of my script looks like this:
So, there is a problem with the xG- and xA-columns. I only want the lowerscript-part whereas the script takes all the text within the td How do I change my script to only include the first part? By inspecting the page elements, I see that the undesired part is called sub-class
Second question: How do I get the teamname declared as variable (Manchester United / Tottenham Hotspurs)
python selenium web-scraping
add a comment |
I want to retrieve the match data from the following website:
https://understat.com/match/81
I wrote the following script:
import sys
import time
import os
import io
import csv
from selenium import webdriver
import selenium.webdriver.support.expected_conditions as ec
import selenium.webdriver.support.ui as ui
from selenium.common.exceptions import TimeoutException
from selenium.webdriver.common.by import By
driver = None
cnx = None
currentDir = sys.path[0]
def scrap_understat():
init_browser('firefox')
for i in range(80, 10080):
try:
driver.get('https://understat.com/match/' + str(i))
time.sleep(1)
if try_find_Element(driver, By.CLASS_NAME, 'error-code') is not None:
continue
data = get_match_data()
save_data(data)
except Exception as ex:
log_this(ex)
print(str(ex))
close_browser()
def get_match_data():
data =
teams = driver.find_elements(By.NAME, 'team')
for team in teams:
team.find_element(By.XPATH, 'following-sibling::*').click()
time.sleep(1)
players = driver.find_element(By.ID, 'match-rosters').find_element(By.TAG_NAME, 'tbody').find_elements(By.TAG_NAME, 'tr')
for player in players:
tds = player.find_elements(By.TAG_NAME, 'td')
record = [tds[1].text, tds[2].text, tds[3].text, tds[4].text,
tds[5].text, tds[6].text, tds[7].text, tds[8].text, tds[9].text]
data.append(record)
return data
def save_data(data):
# save CSV
csv_file_path = currentDir + '/output' + current_time + '.csv'
file = None
writer = None
if not os.path.exists(csv_file_path):
file = io.open(csv_file_path, 'w', newline='', encoding='ISO-8859-1')
writer = csv.writer(file)
writer.writerow(
['player', 'pos', 'min', 'sh', 'g', 'kp', 'a', 'xG',
'xA'])
else:
file = io.open(csv_file_path, 'a', newline='', encoding='ISO-8859-1')
writer = csv.writer(file)
for record in data:
writer.writerow(record)
file.close()
The output of my script looks like this:
So, there is a problem with the xG- and xA-columns. I only want the lowerscript-part whereas the script takes all the text within the td How do I change my script to only include the first part? By inspecting the page elements, I see that the undesired part is called sub-class
Second question: How do I get the teamname declared as variable (Manchester United / Tottenham Hotspurs)
python selenium web-scraping
I want to retrieve the match data from the following website:
https://understat.com/match/81
I wrote the following script:
import sys
import time
import os
import io
import csv
from selenium import webdriver
import selenium.webdriver.support.expected_conditions as ec
import selenium.webdriver.support.ui as ui
from selenium.common.exceptions import TimeoutException
from selenium.webdriver.common.by import By
driver = None
cnx = None
currentDir = sys.path[0]
def scrap_understat():
init_browser('firefox')
for i in range(80, 10080):
try:
driver.get('https://understat.com/match/' + str(i))
time.sleep(1)
if try_find_Element(driver, By.CLASS_NAME, 'error-code') is not None:
continue
data = get_match_data()
save_data(data)
except Exception as ex:
log_this(ex)
print(str(ex))
close_browser()
def get_match_data():
data =
teams = driver.find_elements(By.NAME, 'team')
for team in teams:
team.find_element(By.XPATH, 'following-sibling::*').click()
time.sleep(1)
players = driver.find_element(By.ID, 'match-rosters').find_element(By.TAG_NAME, 'tbody').find_elements(By.TAG_NAME, 'tr')
for player in players:
tds = player.find_elements(By.TAG_NAME, 'td')
record = [tds[1].text, tds[2].text, tds[3].text, tds[4].text,
tds[5].text, tds[6].text, tds[7].text, tds[8].text, tds[9].text]
data.append(record)
return data
def save_data(data):
# save CSV
csv_file_path = currentDir + '/output' + current_time + '.csv'
file = None
writer = None
if not os.path.exists(csv_file_path):
file = io.open(csv_file_path, 'w', newline='', encoding='ISO-8859-1')
writer = csv.writer(file)
writer.writerow(
['player', 'pos', 'min', 'sh', 'g', 'kp', 'a', 'xG',
'xA'])
else:
file = io.open(csv_file_path, 'a', newline='', encoding='ISO-8859-1')
writer = csv.writer(file)
for record in data:
writer.writerow(record)
file.close()
The output of my script looks like this:
So, there is a problem with the xG- and xA-columns. I only want the lowerscript-part whereas the script takes all the text within the td How do I change my script to only include the first part? By inspecting the page elements, I see that the undesired part is called sub-class
Second question: How do I get the teamname declared as variable (Manchester United / Tottenham Hotspurs)
python selenium web-scraping
python selenium web-scraping
asked Nov 23 '18 at 8:27
HJA24
739
739
add a comment |
add a comment |
2 Answers
2
active
oldest
votes
Try this one to avoid matching sub text:
record = [tds[1].text, tds[2].text, tds[3].text, tds[4].text,
tds[5].text, tds[6].text, tds[7].text,
driver.execute_script('return arguments[0].firstChild.textContent', tds[8]),
driver.execute_script('return arguments[0].firstChild.textContent', tds[9])]
To get teamnames you can use
home = driver.find_element_by_xpath('//label[@for="team-home"]').text
away = driver.find_element_by_xpath('//label[@for="team-away"]').text
P.S. Consider to use Waits instead of time.sleep
Thank you! Your solution works perfectly. One last little question, if I want to specify the corresponding team within the for player in players-loop, how can I do this
– HJA24
Nov 23 '18 at 9:38
@HJA24 , tryfor team in teams: team_name = team.find_element_by_xpath('./following-sibling::label').text
. You can then useteam_name
in players loop - this value will be the same for all team players
– Andersson
Nov 23 '18 at 9:48
add a comment |
It looks like you just need to remove the sup
's:
driver.execute_script("$('sup').remove()")
add a comment |
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2 Answers
2
active
oldest
votes
2 Answers
2
active
oldest
votes
active
oldest
votes
active
oldest
votes
Try this one to avoid matching sub text:
record = [tds[1].text, tds[2].text, tds[3].text, tds[4].text,
tds[5].text, tds[6].text, tds[7].text,
driver.execute_script('return arguments[0].firstChild.textContent', tds[8]),
driver.execute_script('return arguments[0].firstChild.textContent', tds[9])]
To get teamnames you can use
home = driver.find_element_by_xpath('//label[@for="team-home"]').text
away = driver.find_element_by_xpath('//label[@for="team-away"]').text
P.S. Consider to use Waits instead of time.sleep
Thank you! Your solution works perfectly. One last little question, if I want to specify the corresponding team within the for player in players-loop, how can I do this
– HJA24
Nov 23 '18 at 9:38
@HJA24 , tryfor team in teams: team_name = team.find_element_by_xpath('./following-sibling::label').text
. You can then useteam_name
in players loop - this value will be the same for all team players
– Andersson
Nov 23 '18 at 9:48
add a comment |
Try this one to avoid matching sub text:
record = [tds[1].text, tds[2].text, tds[3].text, tds[4].text,
tds[5].text, tds[6].text, tds[7].text,
driver.execute_script('return arguments[0].firstChild.textContent', tds[8]),
driver.execute_script('return arguments[0].firstChild.textContent', tds[9])]
To get teamnames you can use
home = driver.find_element_by_xpath('//label[@for="team-home"]').text
away = driver.find_element_by_xpath('//label[@for="team-away"]').text
P.S. Consider to use Waits instead of time.sleep
Thank you! Your solution works perfectly. One last little question, if I want to specify the corresponding team within the for player in players-loop, how can I do this
– HJA24
Nov 23 '18 at 9:38
@HJA24 , tryfor team in teams: team_name = team.find_element_by_xpath('./following-sibling::label').text
. You can then useteam_name
in players loop - this value will be the same for all team players
– Andersson
Nov 23 '18 at 9:48
add a comment |
Try this one to avoid matching sub text:
record = [tds[1].text, tds[2].text, tds[3].text, tds[4].text,
tds[5].text, tds[6].text, tds[7].text,
driver.execute_script('return arguments[0].firstChild.textContent', tds[8]),
driver.execute_script('return arguments[0].firstChild.textContent', tds[9])]
To get teamnames you can use
home = driver.find_element_by_xpath('//label[@for="team-home"]').text
away = driver.find_element_by_xpath('//label[@for="team-away"]').text
P.S. Consider to use Waits instead of time.sleep
Try this one to avoid matching sub text:
record = [tds[1].text, tds[2].text, tds[3].text, tds[4].text,
tds[5].text, tds[6].text, tds[7].text,
driver.execute_script('return arguments[0].firstChild.textContent', tds[8]),
driver.execute_script('return arguments[0].firstChild.textContent', tds[9])]
To get teamnames you can use
home = driver.find_element_by_xpath('//label[@for="team-home"]').text
away = driver.find_element_by_xpath('//label[@for="team-away"]').text
P.S. Consider to use Waits instead of time.sleep
edited Nov 23 '18 at 8:47
answered Nov 23 '18 at 8:38
Andersson
37.4k103266
37.4k103266
Thank you! Your solution works perfectly. One last little question, if I want to specify the corresponding team within the for player in players-loop, how can I do this
– HJA24
Nov 23 '18 at 9:38
@HJA24 , tryfor team in teams: team_name = team.find_element_by_xpath('./following-sibling::label').text
. You can then useteam_name
in players loop - this value will be the same for all team players
– Andersson
Nov 23 '18 at 9:48
add a comment |
Thank you! Your solution works perfectly. One last little question, if I want to specify the corresponding team within the for player in players-loop, how can I do this
– HJA24
Nov 23 '18 at 9:38
@HJA24 , tryfor team in teams: team_name = team.find_element_by_xpath('./following-sibling::label').text
. You can then useteam_name
in players loop - this value will be the same for all team players
– Andersson
Nov 23 '18 at 9:48
Thank you! Your solution works perfectly. One last little question, if I want to specify the corresponding team within the for player in players-loop, how can I do this
– HJA24
Nov 23 '18 at 9:38
Thank you! Your solution works perfectly. One last little question, if I want to specify the corresponding team within the for player in players-loop, how can I do this
– HJA24
Nov 23 '18 at 9:38
@HJA24 , try
for team in teams: team_name = team.find_element_by_xpath('./following-sibling::label').text
. You can then use team_name
in players loop - this value will be the same for all team players– Andersson
Nov 23 '18 at 9:48
@HJA24 , try
for team in teams: team_name = team.find_element_by_xpath('./following-sibling::label').text
. You can then use team_name
in players loop - this value will be the same for all team players– Andersson
Nov 23 '18 at 9:48
add a comment |
It looks like you just need to remove the sup
's:
driver.execute_script("$('sup').remove()")
add a comment |
It looks like you just need to remove the sup
's:
driver.execute_script("$('sup').remove()")
add a comment |
It looks like you just need to remove the sup
's:
driver.execute_script("$('sup').remove()")
It looks like you just need to remove the sup
's:
driver.execute_script("$('sup').remove()")
answered Nov 23 '18 at 9:22
pguardiario
35.9k979113
35.9k979113
add a comment |
add a comment |
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