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getBirkieData.py
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#to scrape birkie results data from the searchable results
#event ids:
#2015 birkie skate: 114
#2015 birkie classic: 115
#2015 kortie skate: 112
#2015 kortie classic: 113
#2015 prince haakon: 110
from lxml import html
from lxml import etree
import requests
from bs4 import BeautifulSoup
from urllib.request import urlopen
from selenium import webdriver
import time
import re
import pandas as pd
def main():
#get_searchable_results()
get_2022_data()
def get_searchable_results():
results = []
eventIDs = {'birkie skate 2015': 114, 'birkie classic 2015': 115,'kortie skate 2015': 112,'kortie classic 2015': 113,'prince haakon 2015': 110}
eventIDs['birkie classic 2014'] = 103
eventIDs['birkie skate 2014'] = 102
eventIDs['kortie skate 2014'] = 100
eventIDs['kortie classic 2014'] = 101
eventIDs['prince haakon freestyle 2014'] = 98
eventIDs['birkie classic 2013'] = 91
eventIDs['birkie skate 2013'] = 90
eventIDs['kortie skate 2013'] = 88
eventIDs['kortie classic 2013'] = 89
eventIDs['prince haakon 2013'] = 86
eventIDs['birkie classic 2012'] = 84
eventIDs['birkie skate 2012'] = 83
eventIDs['kortie skate 2012'] = 81
eventIDs['kortie classic 2012'] = 82
eventIDs['prince haakon 2012'] = 79
eventIDs['birkie classic 2011'] = 53
eventIDs['birkie skate 2011'] = 52
eventIDs['kortie skate 2011'] = 50
eventIDs['kortie classic 2011'] = 51
eventIDs['prince haakon 2011'] = 54
eventIDs['birkie classic 2010'] = 44
eventIDs['birkie skate 2010'] = 45
eventIDs['kortie skate 2010'] = 46
eventIDs['kortie classic 2010'] = 47
eventIDs['prince haakon 2010'] = 48
eventIDs['birkie classic 2009'] = 37
eventIDs['birkie skate 2009'] = 38
eventIDs['kortie skate 2009'] = 39
eventIDs['kortie classic 2009'] = 40
#event = raw_input("enter event name, i.e. birkie skate 2015 \n")
#eventID = eventIDs[event]
for event in eventIDs:
results = []
print(event)
eventID = eventIDs[event]
print(eventID)
page = BeautifulSoup.BeautifulSoup(urllib2.urlopen('http://results.birkie.com/index.php?event_id=' + str(eventID)).read())
tables = page.findAll("tbody")
print(tables)
racers = tables[2].findAll("tr")
for e in range(len(racers) - 3):
data = racers[e+2].findAll("td")
result = []
result.append(data[4].a.contents[0].encode('ascii', 'ignore')) #name
result.append(data[3].a.contents[0].encode('ascii', 'ignore')) #bib
result.append(data[1].contents[0].encode('ascii', 'ignore')) #gender place
result.append(data[2].contents[0].encode('ascii', 'ignore')) #div place
result.append(data[5].contents[0].encode('ascii', 'ignore')) #city
result.append(data[0].contents[0].encode('ascii', 'ignore')) #overall place
result.append(data[6].contents[0].encode('ascii', 'ignore')) #finish time
results.append(result)
print(results[0])
numPages = 50 #doesn't matter if page number is larger than number of pages of results
for i in range(numPages):
j = i + 2
time.sleep(2)
page = BeautifulSoup.BeautifulSoup(urllib2.urlopen('http://results.birkie.com/index.php?page_number=' + str(j) +'&event_id='+ str(eventID) + '&test=1').read())
tables = page.findAll("tbody")
racers = tables[2].findAll("tr")
for e in range(len(racers) - 3):
data = racers[e+2].findAll("td")
result = []
result.append(data[4].a.contents[0].encode('ascii', 'ignore')) #name
result.append(data[3].a.contents[0].encode('ascii', 'ignore')) #bib
result.append(data[1].contents[0].encode('ascii', 'ignore')) #gender place
result.append(data[2].contents[0].encode('ascii', 'ignore')) #div place
result.append(data[5].contents[0].encode('ascii', 'ignore')) #city
result.append(data[0].contents[0].encode('ascii', 'ignore')) #overall place
result.append(data[6].contents[0].encode('ascii', 'ignore')) #finish time
results.append(result)
out = open(event + '.csv', 'w')
out.write("Name, Overall Place, Gender Place, Division Place, Finish Time, Bib Number, City/State \n")
for r in results:
out.write("%s, %s, %s, %s, %s, %s, %s \n" %(r[0],r[5],r[2],r[3],r[6],r[1],r[4]))
def get_2022_data():
#and once again, they compeletely changed the formatting of the results, meaning new code is needed
#link: skate: https://my.raceresult.com/189471/results#10_3C2D41
#2023 link: https://my.raceresult.com/225100/results#11_C0D558
#2024 link: https://my.raceresult.com/273908/results#10_318D6F
#eventIDs = eventIds_2023()
eventIDs = eventIds_2024()
for event in eventIDs:
results = []
print(event)
eventID = eventIDs[event]
#print(eventID)
driver = webdriver.Firefox()
#driver.get('https://my.raceresult.com/189471/'+str(eventID))
#driver.get('https://my.raceresult.com/225100/'+str(eventID))
driver.get('https://my.raceresult.com/273908/'+str(eventID))
time.sleep(2) #seems to take a couple seconds sometimes for the showall button to come up
ids = driver.find_elements_by_xpath('//*[@id]')
#for ii in ids:
# print(ii.get_attribute('id')) # id name as string
driver.find_element_by_id("cookieChoiceDismiss").click()
elements = driver.find_elements_by_css_selector(".aShowAll")
elements[-1].click() #click the show all results button to get everyone on one page
table = driver.find_element_by_id("tb_1Data")
time.sleep(2)
#driver.find_element_by_class_name("aShowAll").click()
table_html = table.get_attribute('innerHTML')
tree = etree.HTML(table_html)
if event == 'birkie classic 2024' or '2023' in event:
header = [ 'Ovr', 'Sex', 'Div', 'Bib', 'Name', 'City, State, Nation', 'Age', 'Gender', 'Time', 'Pace']
else:
header = [ 'Ovr', 'Bib', 'Name', 'City, State, Nation', 'Age', 'Gender', 'Time', 'Pace']
results = []
for page in iter(tree):
for skier in page:
result = []
for element in skier:
result.append(element.text)
result = result[1:-1]
results.append(result)
print(results[0])
day_frame = pd.DataFrame(results, columns=header)
day_frame.to_csv('yearly_data/2024/'+event+'.csv')
driver.quit()
def get_2021_data():
#the 2021 data is (at least currently) in a different format from the previous year, so will need new code for scraping.
#there's also the added complication of the different days results, due to COVID
#https://runsignup.com/Race/Results/107357#resultSetId-239900;perpage:5000
#https://runsignup.com/Race/Results/107357#resultSetId-239915;perpage:5000
eventIDs = eventIds_2021()
for event in eventIDs:
results = []
print(event)
eventID = eventIDs[event]
#print(eventID)
driver = webdriver.Firefox()
driver.get('https://runsignup.com/Race/Results/107357#resultSetId-' + str(eventID)+';perpage:5000')
table = driver.find_element_by_id('resultsTable')
time.sleep(5)
table_html = table.get_attribute('innerHTML')
tree = etree.HTML(table_html)
header = [element.text for element in tree[0][0][0]]
#print(header)
day_results = []
for row in iter(tree[0][1]):
entry = [element.text for element in row]
#I think because of the name formatting in the table, the names aren't coming through, so working around with regex
firstName = re.findall(r'firstName(.*?)<', etree.tostring(row).decode('utf-8'))[0][2:]
lastName = re.findall(r'lastName(.*?)<', etree.tostring(row).decode('utf-8'))[0][2:]
entry[2] = firstName+' '+lastName
day_results.append(entry)
day_frame = pd.DataFrame(day_results, columns=header)
day_frame.to_csv('yearly_data/2021/'+event+'.csv')
driver.quit()
def eventIds_2021():
eventIDs = {}
eventIDs['birkie classic 2021 sunday elite'] = 239915
eventIDs['birkie classic 2021 sunday'] = 239914
eventIDs['kortie classic 2021 sunday elite'] = 239917
eventIDs['kortie classic 2021 sunday'] = 239916
eventIDs['haakon classic 2021 sunday'] = 239918
eventIDs['birkie skate 2021 saturday elite'] = 239901
eventIDs['birkie skate 2021 saturday'] = 239911
eventIDs['kortie skate 2021 saturday elite'] = 239903
eventIDs['kortie skate 2021 saturday'] = 239912
eventIDs['haakon skate 2021 saturday'] = 239913
eventIDs['birkie classic 2021 friday'] = 239908
eventIDs['kortie classic 2021 friday'] = 239909
eventIDs['haakon classic 2021 friday'] = 239910
eventIDs['birkie skate 2021 thursday'] = 239905
eventIDs['kortie skate 2021 thursday'] = 239906
eventIDs['haakon skate 2021 thursday'] = 239907
eventIDs['birkie skate 2021 wednesday'] = 239900
eventIDs['kortie skate 2021 wednesday'] = 239902
eventIDs['haakon skate 2021 wednesday'] = 239904
return eventIDs
def eventIds_2022():
eventIDs = {}
eventIDs['birkie classic 2022'] = "#11_C0D558"
eventIDs['kortie classic 2022'] = "#8_1706C5"
eventIDs['birkie skate 2022'] = "#10_3C2D41"
eventIDs['kortie skate 2022'] = "#7_9C7CB5"
eventIDs['haakon skate 2022'] = "#9_5D9B23"
return eventIDs
def eventIds_2023():
eventIDs = {}
#eventIDs['birkie classic 2023'] = "#11_C0D558"
#eventIDs['kortie classic 2023'] = "#8_1706C5"
eventIDs['birkie skate 2023'] = "#10_3C2D41"
#eventIDs['kortie skate 2023'] = "#7_9C7CB5"
#eventIDs['haakon skate 2023'] = "#9_5D9B23"
return eventIDs
def eventIds_2024():
#273908
eventIDs = {}
eventIDs['birkie classic 2024'] = "#11_C0D558"
eventIDs['birkie classic elite 2024'] = "#18_F2A54E"
eventIDs['birkie classic openTrack 2024'] = "#2_763D8E"
eventIDs['kortie classic 2024'] = "#8_650EE4"
eventIDs['kortie classic openTrack 2024'] = "#4_2D77B1"
eventIDs['birkie skate 2024'] = "#10_318D6F"
eventIDs['birkie skate elite 2024'] = "#17_579355"
eventIDs['birkie skate openTrack 2024'] = "#1_151CFA"
eventIDs['kortie skate 2024'] = "#7_4EBD65"
eventIDs['kortie skate openTrack 2024'] = "#3_FB03F3"
eventIDs['haakon skate 2024'] = "#9_595B0C"
return eventIDs
main()