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Random_Scraper.py
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Random_Scraper.py
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# -*- coding: utf-8 -*-
# Last Changed: 28-09-2020
# Author: Tufayel Ahmed
# Github: https://www.github.com/TufayelLUS
# LinkedIn: https://www.linkedin.com/in/tufayel-ahmed-cse/
# For paid web scraping projects, contact in LinkedIn!
# Follow me in github for more premium projects!
# This script collects all random profiles listed in linkedin
# It collects profile details along with their email addresses
import requests
import re
import csv
import os
from urllib.parse import quote
# Script Configuration
linkedin_email = "" # place your linkedin login email
linkedin_password = "" # place your linkedin login password
# End Script Configuration
# Other global variables
target_company_link = "https://www.linkedin.com/company/johnson-&-johnson/" # changing won't solve anything!
# End other global variables
class LinkedIn:
def __init__(self):
self.s = requests.Session()
self.headers = {
"user-agent": "Mozilla/5.0 (Windows NT 6.3; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/80.0.3987.132 Safari/537.36 OPR/67.0.3575.97"
}
def login(self,email,password):
# creates a session
try:
sc = self.s.get("https://www.linkedin.com/login", headers=self.headers).text
except:
return False
csrfToken = sc.split('csrfToken" value="')[1].split('"')[0]
sid = sc.split('sIdString" value="')[1].split('"')[0]
pins = sc.split('pageInstance" value="')[1].split('"')[0]
lcsrf = sc.split('loginCsrfParam" value="')[1].split('"')[0]
data = {
'csrfToken': csrfToken,
'session_key': email,
'ac': '2',
'sIdString': sid,
'parentPageKey': 'd_checkpoint_lg_consumerLogin',
'pageInstance': pins,
'trk': 'public_profile_nav-header-signin',
'authUUID': '',
'session_redirect': 'https://www.linkedin.com/feed/',
'loginCsrfParam': lcsrf,
'fp_data': 'default',
'_d': 'd',
'showGoogleOneTapLogin': 'true',
'controlId': 'd_checkpoint_lg_consumerLogin-login_submit_button',
'session_password': password,
'loginFlow': 'REMEMBER_ME_OPTIN'
}
try:
after_login = self.s.post("https://www.linkedin.com/checkpoint/lg/login-submit",headers=self.headers,data=data).text
except:
return False
is_logged_in = after_login.split('<title>')[1].split('</title>')[0]
if is_logged_in == "LinkedIn":
return True
else:
return False
def bulkScan(self, profiles):
# scans a list of profiles for email
all_emails = []
for profile in profiles:
profile = profile + "/detail/contact-info/"
sc = self.s.get(profile, headers=self.headers, allow_redirects=True).text
emails_found = re.findall(r'[a-zA-Z0-9\.\-\_i]+@[\w.]+',sc)
all_emails.extend(emails_found)
return all_emails
def singleScan(self, profile):
# scans a single account for email
profile = profile + "/detail/contact-info/"
sc = self.s.get(profile, headers=self.headers, allow_redirects=True).text
emails_found = re.findall(r'[a-zA-Z0-9\.\-\_i]+@[\w.]+',sc)
return emails_found
def saveRecord(self, data):
with open('leads.csv', mode='a+', encoding='utf-8', newline='') as csvFile:
fieldnames = ["Profile Link", "Full Name", "Headline", "Country"]
writer = csv.DictWriter(csvFile, fieldnames=fieldnames)
if os.stat('leads.csv').st_size == 0:
writer.writeheader()
writer.writerow({"Profile Link":data[0], "Full Name":data[1], "Headline":data[2], "Country":data[3]})
def saveEmail(self, email):
with open('emails.csv', mode='a+', encoding='utf-8') as emFile:
if os.stat('emails.csv').st_size == 0:
emFile.write("Email\n")
emFile.write(email + "\n")
def listProfiles(self, company_id, page_no, need_count=False):
resp = self.s.get('https://www.linkedin.com/search/results/people/?facetCurrentCompany=%5B%22{}%22%5D&origin=COMPANY_PAGE_CANNED_SEARCH&page={}'.format(company_id, page_no), headers=self.headers).text
token = self.s.cookies.get_dict().get('JSESSIONID').replace('"','')
headers = {
'csrf-token': token,
'referer': 'https://www.linkedin.com/search/results/people/?facetCurrentCompany=%5B%22{}%22%5D&origin=COMPANY_PAGE_CANNED_SEARCH&page={}'.format(company_id, page_no),
'user-agent': 'Mozilla/5.0 (Windows NT 6.3; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/85.0.4183.121 Safari/537.36'
}
resp = self.s.get('https://www.linkedin.com/voyager/api/search/blended?count=10&filters=List(currentCompany-%3E{},resultType-%3EPEOPLE)&origin=COMPANY_PAGE_CANNED_SEARCH&q=all&queryContext=List(spellCorrectionEnabled-%3Etrue)&start={}'.format(company_id,(int(page_no)-1) * 10), headers=headers).json()
profiles = resp.get('elements')[0].get('elements')
all_profile_links = []
if need_count:
page_count = resp.get('paging').get('total')
for profile in profiles:
person_name = profile.get('title').get('text')
profile_link = profile.get('navigationUrl')
headline = profile.get('headline').get('text')
country = profile.get('subline').get('text')
print("Profile Link: {}".format(profile_link))
print("Full Name: {}".format(person_name))
print("Headline: {}".format(headline))
print("Country: {}".format(country))
data = []
data.append(profile_link)
data.append(person_name)
data.append(headline)
data.append(country)
self.saveRecord(data)
if need_count:
return all_profile_links, page_count
else:
return all_profile_links
def getCompanyID(self, company_link):
try:
company_username = company_link.split('.com/company/')[1].replace('/','')
except:
print("Use company link like https://www.linkedin.com/company/unilever/ only!")
return None
resp = self.s.get(company_link, headers=self.headers).text
token = self.s.cookies.get_dict().get('JSESSIONID').replace('"','')
headers = {
'csrf-token': token,
'referer': 'https://www.linkedin.com/',
'user-agent': 'Mozilla/5.0 (Windows NT 6.3; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/85.0.4183.121 Safari/537.36'
}
api_link = 'https://www.linkedin.com/voyager/api/organization/companies?decorationId=com.linkedin.voyager.deco.organization.web.WebCompanyStockQuote-2&q=universalName&universalName={}'.format(quote(company_username))
resp = self.s.get(api_link, headers=headers).json()
company_id = resp.get('elements')[0].get('entityUrn').split(':')[-1]
return company_id
if __name__ == "__main__":
connection = LinkedIn()
login_state = connection.login(linkedin_email, linkedin_password)
if login_state:
print("Logged in to LinkedIn!")
company_id = connection.getCompanyID(target_company_link)
if company_id is not None:
print("Collecting all company member profiles upto 10000!")
profile_list, page_count = connection.listProfiles(company_id, 1, True)
for page_no in range(2,page_count+1):
profile_list.extend(connection.listProfiles(company_id, page_no))
print("Profile list collected and saved! Extracting emails ...")
all_emails = connection.bulkScan(profile_list)
for email in all_emails:
print(email)
connection.saveEmail(email)
else:
print("Unable to login to LinkedIn!")