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Copy pathMLS_scraper_6.py
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MLS_scraper_6.py
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from urllib.request import urlopen
from bs4 import BeautifulSoup
import time
import csv
# Now we add ability to write out a CSV file
# import the csv library
# open new file for writing
csvfile = open("mls_players.csv", 'w', newline='', encoding='utf-8')
c = csv.writer(csvfile)
# write the header row in the CSV
c.writerow(['title', 'team', 'position', 'birthday', 'birthplace', 'twitter'])
html = urlopen("http://www.mlssoccer.com/players")
bsObj = BeautifulSoup(html, "html.parser")
player_list = []
# player links are on multiple pages -- get the next page URL
def get_next_page(html, bsObj):
next_page = bsObj.find( "a", {"title":"Go to next page"} )
if next_page and ('href' in next_page.attrs):
partial = str(next_page.attrs['href'])
new_url = "http://www.mlssoccer.com" + partial
html = urlopen(new_url)
bsObj = BeautifulSoup(html, "html.parser")
get_player_pages(html, bsObj)
else:
print("Done collecting URLs ...")
# run this on each page to get player detail page links
def get_player_pages(html, bsObj):
global player_list
tag_list = bsObj.findAll( "a", {"class":"row_link"} )
for tag in tag_list:
if 'href' in tag.attrs:
player_list.append(str(tag.attrs['href']))
time.sleep(1)
# disable for testing - use only first page URLs
# get_next_page(html, bsObj)
def get_player_details(player_list):
for player in player_list:
new_url = "http://www.mlssoccer.com" + player
html = urlopen(new_url)
bsObj = BeautifulSoup(html, "html.parser")
bsObj.span.decompose()
player_details = []
title = bsObj.find( "div", {"class":"title"} )
team = bsObj.find( "div", {"class":"club"} )
position = bsObj.find( "span", {"class":"position"} )
birthday = bsObj.find( "div", {"class":"age"} )
# <div class="age"><span class="category">Age:</span>
# 23 (10/21/1992)</div>
birthplace = bsObj.find( "div", {"class":"hometown"} )
# <div class="hometown"><span class="category">Birthplace:</span>
# Barranquilla, Colombia</div>
twitter = bsObj.find( "div", {"class":"twitter_handle"} )
player_details = [title, team, position, birthday, birthplace,
twitter]
# new empty list for CSV rows
row = []
for detail in player_details:
try:
# write a new item into the list, row
row.append( detail.get_text() )
except AttributeError:
# write a new item into the list, row
row.append( "None" )
# write a new row in the CSV, by writing the list
c.writerow( row )
# delay program for 1 second
time.sleep(1)
get_player_pages(html, bsObj)
get_player_details(player_list)
# close CSV file
csvfile.close()