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leadersleague_scraper.py
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import requests
import csv
import os
countries = {
"BR": "bresil",
"PE": "perou",
"CO": "colombia",
"IT": "italie",
"ES": "espagne",
"DE": "allemagne",
"CH": "suisse",
"CL": "chile",
"BE": "belgique",
"LU": "luxembourg",
"PT": "portugal",
"MX": "mexico",
"FR": "france",
"EC": "ecuador",
"AR": "argentina",
"AC": None,
"AF": None,
"CA": "canada",
"BO": "bolivia",
"UY": "uruguay",
"GB": "royaume-uni",
"US": "etats-unis",
"CN": "chine"
}
def saveData(dataset):
with open('leads.csv', mode='a+', encoding='utf-8-sig', newline='') as csvFile:
fieldnames = [
"Email", "First Name", "Last Name", "Full Name", "Job Position", "Company Name", "Company URL", "Region", "Category", "LeadersLeague Link"
]
writer = csv.DictWriter(csvFile, fieldnames=fieldnames,
delimiter=',', quotechar='"', quoting=csv.QUOTE_MINIMAL)
if os.stat('leads.csv').st_size == 0:
writer.writeheader()
writer.writerow({
"Email": dataset[0],
"First Name": dataset[1],
"Last Name": dataset[2],
"Full Name": dataset[3],
"Job Position": dataset[4],
"Company Name": dataset[5],
"Company URL": dataset[6],
"Region": dataset[7],
"Category": dataset[8],
"LeadersLeague Link": dataset[9]
})
def getCategory(subtopic):
link = f'https://api.leadersleague.com/subtopic/{subtopic}'
headers = {
'accept': '*/*',
'accept-encoding': 'gzip, deflate, br, zstd',
'accept-language': 'en-US,en;q=0.9,bn;q=0.8',
'cache-control': 'max-age=0',
'dnt': '1',
'priority': 'u=0, i',
'sec-ch-ua': '"Chromium";v="128", "Not;A=Brand";v="24", "Google Chrome";v="128"',
'sec-ch-ua-mobile': '?0',
'sec-ch-ua-platform': '"Windows"',
'sec-fetch-dest': 'document',
'sec-fetch-mode': 'navigate',
'sec-fetch-site': 'none',
'sec-fetch-user': '?1',
'upgrade-insecure-requests': '1',
'user-agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36'
}
try:
resp = requests.get(link, headers=headers).json()
except:
print("Failed to open {}".format(link))
return ""
contents = resp.get('contents', [])
for content in contents:
if content.get('lang', '') == 'fr_FR':
return content.get('title', '')
return ""
def getState(state):
link = f'https://api.leadersleague.com/state/{state}'
headers = {
'accept': '*/*',
'accept-encoding': 'gzip, deflate, br, zstd',
'accept-language': 'en-US,en;q=0.9,bn;q=0.8',
'cache-control': 'max-age=0',
'dnt': '1',
'priority': 'u=0, i',
'sec-ch-ua': '"Chromium";v="128", "Not;A=Brand";v="24", "Google Chrome";v="128"',
'sec-ch-ua-mobile': '?0',
'sec-ch-ua-platform': '"Windows"',
'sec-fetch-dest': 'document',
'sec-fetch-mode': 'navigate',
'sec-fetch-site': 'none',
'sec-fetch-user': '?1',
'upgrade-insecure-requests': '1',
'user-agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36'
}
try:
resp = requests.get(link, headers=headers).json()
except:
print("Failed to open {}".format(link))
return ""
contents = resp.get('contents', [])
for content in contents:
if content.get('lang', '') == 'fr_FR':
return content.get('name', '')
return ""
def getProfession(profession):
link = f'https://api.leadersleague.com/profession/{profession}'
headers = {
'accept': '*/*',
'accept-encoding': 'gzip, deflate, br, zstd',
'accept-language': 'en-US,en;q=0.9,bn;q=0.8',
'cache-control': 'max-age=0',
'dnt': '1',
'priority': 'u=0, i',
'sec-ch-ua': '"Chromium";v="128", "Not;A=Brand";v="24", "Google Chrome";v="128"',
'sec-ch-ua-mobile': '?0',
'sec-ch-ua-platform': '"Windows"',
'sec-fetch-dest': 'document',
'sec-fetch-mode': 'navigate',
'sec-fetch-site': 'none',
'sec-fetch-user': '?1',
'upgrade-insecure-requests': '1',
'user-agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36'
}
try:
resp = requests.get(link, headers=headers).json()
except:
print("Failed to open {}".format(link))
return ""
contents = resp.get('contents', [])
for content in contents:
if content.get('lang', '') == 'fr_FR':
return content.get('title', '')
return ""
def getPersonSingleDetail(person_slug, company_name, company_url, parent_link, region, category, job_only=False):
link = f'https://api.leadersleague.com/people/{person_slug}/aggregate'
headers = {
'accept': '*/*',
'accept-encoding': 'gzip, deflate, br, zstd',
'accept-language': 'en-US,en;q=0.9,bn;q=0.8',
'cache-control': 'max-age=0',
'dnt': '1',
'priority': 'u=0, i',
'sec-ch-ua': '"Chromium";v="128", "Not;A=Brand";v="24", "Google Chrome";v="128"',
'sec-ch-ua-mobile': '?0',
'sec-ch-ua-platform': '"Windows"',
'sec-fetch-dest': 'document',
'sec-fetch-mode': 'navigate',
'sec-fetch-site': 'none',
'sec-fetch-user': '?1',
'upgrade-insecure-requests': '1',
'user-agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36'
}
try:
people = requests.get(link, headers=headers).json()
except:
print("Failed to open {}".format(link))
return
first_name = people.get('firstname', '')
last_name = people.get('lastname', '')
full_name = first_name + ' ' + last_name
try:
job_position = people.get('jobs').get('job')
except:
job_position = ''
if job_only:
return job_position
email = people.get('email', '')
profile_link = "https://www.leadersleague.com/fr/peoples/" + \
people.get('slug')
print("Person Full Name: {}".format(full_name))
print("Person Profile Link: {}".format(profile_link))
print("Person Job Position: {}".format(job_position))
print("Person Email: {}".format(email))
print("Company Name: {}".format(company_name))
print("Company URL: {}".format(company_url))
print("Region: {}".format(region))
dataset = [email, first_name, last_name, full_name,
job_position, company_name, company_url, region, category, parent_link]
saveData(dataset)
def getPersonList(company_uuid, company_slug, company_name, company_url, parent_link, region, category):
link = f"https://api.leadersleague.com/company-page/{company_slug}/aggregate?page=1&perpage=500&companyUuid={
company_uuid}&country=france-1&expertise=gestion-de-patrimoine"
headers = {
'accept': '*/*',
'accept-encoding': 'gzip, deflate, br, zstd',
'accept-language': 'en-US,en;q=0.9,bn;q=0.8',
'cache-control': 'max-age=0',
'dnt': '1',
'priority': 'u=0, i',
'sec-ch-ua': '"Chromium";v="128", "Not;A=Brand";v="24", "Google Chrome";v="128"',
'sec-ch-ua-mobile': '?0',
'sec-ch-ua-platform': '"Windows"',
'sec-fetch-dest': 'document',
'sec-fetch-mode': 'navigate',
'sec-fetch-site': 'none',
'sec-fetch-user': '?1',
'upgrade-insecure-requests': '1',
'user-agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36'
}
try:
resp = requests.get(link, headers=headers).json()
except:
print("Failed to open {}".format(link))
return []
for people in resp.get('peoples', []):
first_name = people.get('firstName', '')
last_name = people.get('lastName', '')
full_name = first_name + ' ' + last_name
job_position = getPersonSingleDetail(people.get(
'slug'), company_name, company_url, parent_link, region, category, job_only=True)
email = people.get('email', '')
profile_link = "https://www.leadersleague.com/fr/peoples/" + \
people.get('slug')
print("Person Full Name: {}".format(full_name))
print("Person Profile Link: {}".format(profile_link))
print("Person Job Position: {}".format(job_position))
print("Person Email: {}".format(email))
print("Company Name: {}".format(company_name))
print("Company URL: {}".format(company_url))
print("Region: {}".format(region))
print("Company UUID: {}".format(company_uuid))
dataset = [email, first_name, last_name, full_name,
job_position, company_name, company_url, region, category, parent_link]
saveData(dataset)
def getCompanyWebsite(company_uuid):
link = f'https://api.leadersleague.com/firm/{company_uuid}/aggregate'
headers = {
'accept': '*/*',
'accept-encoding': 'gzip, deflate, br, zstd',
'accept-language': 'en-US,en;q=0.9,bn;q=0.8',
'cache-control': 'max-age=0',
'dnt': '1',
'priority': 'u=0, i',
'sec-ch-ua': '"Chromium";v="128", "Not;A=Brand";v="24", "Google Chrome";v="128"',
'sec-ch-ua-mobile': '?0',
'sec-ch-ua-platform': '"Windows"',
'sec-fetch-dest': 'document',
'sec-fetch-mode': 'navigate',
'sec-fetch-site': 'none',
'sec-fetch-user': '?1',
'upgrade-insecure-requests': '1',
'user-agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36'
}
try:
resp = requests.get(link, headers=headers).json()
except:
print("Failed to open {}".format(link))
return None
return resp.get('websiteUrl')
def listCompanies(link, parent_link):
headers = {
'accept': '*/*',
'accept-encoding': 'gzip, deflate, br, zstd',
'accept-language': 'en-US,en;q=0.9,bn;q=0.8',
'cache-control': 'max-age=0',
'dnt': '1',
'priority': 'u=0, i',
'sec-ch-ua': '"Chromium";v="128", "Not;A=Brand";v="24", "Google Chrome";v="128"',
'sec-ch-ua-mobile': '?0',
'sec-ch-ua-platform': '"Windows"',
'sec-fetch-dest': 'document',
'sec-fetch-mode': 'navigate',
'sec-fetch-site': 'none',
'sec-fetch-user': '?1',
'upgrade-insecure-requests': '1',
'user-agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36'
}
try:
resp = requests.get(link, headers=headers).json()
except:
print("Failed to open {}".format(link))
return
state = resp.get('states')
if state:
state = getState(state)
if not state:
try:
region = resp.get('countries')
region_matched = countries.get(region, region)
if region_matched is None:
region = region.title()
else:
region = region_matched.title()
except:
region = resp.get('countries')
else:
region = state
print("Region: {}".format(region))
category = resp.get('subtopics', "")
profession = resp.get('professions')
if category:
category = getCategory(category)
if not category:
category = getProfession(profession)
print("Category: {}".format(category))
companies = resp.get('companies', [])
companies = sorted(companies, key=lambda x: (
x['level'], x['sublevel'], x['position']))
for company in companies:
company_name = company.get('name')
print("Company: {}".format(company_name))
company_uuid = company.get('uuid')
company_slug = company.get('slug')
company_url = getCompanyWebsite(company_uuid)
if not company.get('isCompanyPage'):
peoples = company.get('peoples', [])
for people in peoples:
people_uuid = people.get('uuid')
if people_uuid is None:
continue
try:
getPersonSingleDetail(
people_uuid, company_name, company_url, parent_link, region, category)
except:
print("Error getting person data for person uuid {}".format(
people_uuid))
else:
try:
getPersonList(company_uuid, company_slug, company_name,
company_url, parent_link, region, category)
except:
print("Error getting person list for company {}".format(company_name))
def getCompanyWebsite(company_slug):
link = f'https://api.leadersleague.com/firm/{company_slug}/aggregate'
headers = {
'accept': '*/*',
'accept-encoding': 'gzip, deflate, br, zstd',
'accept-language': 'en-US,en;q=0.9,bn;q=0.8',
'cache-control': 'max-age=0',
'dnt': '1',
'priority': 'u=0, i',
'sec-ch-ua': '"Chromium";v="128", "Not;A=Brand";v="24", "Google Chrome";v="128"',
'sec-ch-ua-mobile': '?0',
'sec-ch-ua-platform': '"Windows"',
'sec-fetch-dest': 'document',
'sec-fetch-mode': 'navigate',
'sec-fetch-site': 'none',
'sec-fetch-user': '?1',
'upgrade-insecure-requests': '1',
'user-agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36'
}
try:
resp = requests.get(link, headers=headers).json()
except:
print("Failed to open {}".format(link))
return ''
return resp.get('websiteUrl')
if __name__ == "__main__":
links = open('links.txt', mode='r', encoding='utf-8').read().split('\n')
for parent_link in links:
if parent_link == "":
continue
print("Checking link {}".format(parent_link))
converted_link = parent_link.split('/')
if converted_link[-1] == "":
converted_link = converted_link[:-2]
else:
converted_link = converted_link[-1]
api_link = f"https://api.leadersleague.com/ranking/n9F4oEK34Rc-0/content/{
converted_link}/aggregate"
try:
listCompanies(api_link, parent_link)
except:
print("An exception occured while processing company listing, log is below")
import traceback
traceback.print_exc()