Pdf_Networking_Final_Skartik.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    "from selenium import webdriver\n",
    "from selenium.webdriver.common.action_chains import ActionChains\n",
    "from selenium.webdriver.common.keys import Keys\n",
    "from selenium.webdriver.chrome.options import Options\n",
    "from selenium.webdriver.support import expected_conditions as EC\n",
    "from selenium.webdriver.common.by import By\n",
    "from selenium.webdriver.support.ui import WebDriverWait as wait\n",
    "import time,csv,re,io,sys,datetime,os,requests\n",
    "from bs4 import BeautifulSoup\n",
    "import numpy as np\n",
    "from selenium.webdriver.common.action_chains import ActionChains\n",
    "from selenium.webdriver.support.ui import WebDriverWait\n",
    "from selenium.webdriver.support import expected_conditions as EC\n",
    "import glob\n",
    "import os\n",
    "import shutil\n",
    "from selenium.common.exceptions import NoSuchElementException\n",
    "email='sanku.halder@gmail.com'\n",
    "pswd='cognizance'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "option = Options()\n",
    "\n",
    "option.add_argument(\"--disable-infobars\")\n",
    "option.add_argument(\"start-maximized\")\n",
    "option.add_argument(\"--disable-extensions\")\n",
    "\n",
    "# Pass the argument 1 to allow and 2 to block notifications\n",
    "option.add_experimental_option(\"prefs\", {\"profile.default_content_setting_values.notifications\": 2 })\n",
    "driver=webdriver.Chrome(executable_path=r\"C:\\Users\\user\\Anaconda3\\Library\\usr\\bin\\chromedriver\",options=option)\n",
    "time.sleep(3)\n",
    "driver.maximize_window()\n",
    "driver.get(\"https://www.linkedin.com/login?fromSignIn=true&trk=guest_homepage-basic_nav-header-signin\")\n",
    "driver.implicitly_wait(6)\n",
    "driver.find_element_by_xpath('//*[@id=\"username\"]').send_keys(email)\n",
    "driver.find_element_by_xpath('//*[@id=\"password\"]').send_keys(pswd)\n",
    "driver.find_element_by_xpath(\"//button[@class='btn__primary--large from__button--floating']\").click()\n",
    "time.sleep(3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['https://www.linkedin.com/in/sowmya-kartik-3505b915/']"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "URL=[]\n",
    "Li=driver.find_elements_by_xpath('//ul[@class=\"nav-settings__dropdown-options container-with-shadow \"]/li')\n",
    "URL.append(Li[0].find_element_by_css_selector('a').get_attribute(\"href\"))\n",
    "driver.get(Li[0].find_element_by_css_selector('a').get_attribute(\"href\"))\n",
    "time.sleep(2)\n",
    "ele = driver.find_element_by_xpath(\"//div[@class='flex-1 mr5']\")\n",
    "driver.execute_script(\"arguments[0].scrollIntoView();\", ele)\n",
    "text_contents = [el.text for el in driver.find_elements_by_xpath(\"//ul[@class='pv-top-card--list inline-flex align-items-center']/li\")]\n",
    "name=text_contents[0]\n",
    "URL"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "driver.find_element_by_xpath('//*[@id=\"mynetwork-nav-item\"]/a').click()\n",
    "time.sleep(3)\n",
    "driver.execute_script \\\n",
    "(\"document.getElementsByClassName('mn-community-summary__entity-info')[0].click();\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "NRL=[]\n",
    "try:\n",
    "    i=0\n",
    "    while(i<4):\n",
    "        time.sleep(3)\n",
    "        the_last_in_list = driver.find_elements_by_xpath('//div[@class=\"mn-connections__search-container t-14 t-black--light t-normal ember-view\"]')[-1]\n",
    "        the_last_in_list.location_once_scrolled_into_view\n",
    "        i+=1\n",
    "    time.sleep(2)\n",
    "    l=len(driver.find_elements_by_xpath('//div[@class=\"mn-connection-card__details\"]'))\n",
    "    j=0\n",
    "    while j < l: \n",
    "        time.sleep(3)\n",
    "        links=driver.find_elements_by_xpath('//div[@class=\"mn-connection-card__details\"]')\n",
    "        try:\n",
    "            NRL.append(links[j].find_element_by_css_selector('a').get_attribute(\"href\"))\n",
    "        except NoSuchElementException:\n",
    "            j+=1\n",
    "            continue\n",
    "        j+=1\n",
    "except Exception as e:\n",
    "    print(str(e))\n",
    "    print('Error on line {}'.format(sys.exc_info()[-1].tb_lineno), type(e).__name__, e)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['https://www.linkedin.com/in/anisha-verma-b273b7170/',\n",
       " 'https://www.linkedin.com/in/praveenkumarvadicharla/',\n",
       " 'https://www.linkedin.com/in/soham-panda-a8462b125/',\n",
       " 'https://www.linkedin.com/in/moumi-das-7a97a9138/',\n",
       " 'https://www.linkedin.com/in/sagar-kumar-b32783145/',\n",
       " 'https://www.linkedin.com/in/debabrata-sarkar-5b5a3359/',\n",
       " 'https://www.linkedin.com/in/abhilash-jash-08a275ba/',\n",
       " 'https://www.linkedin.com/in/shuvojyoti-sen-796672160/',\n",
       " 'https://www.linkedin.com/in/mahendra-s-chauhan-532b341a1/',\n",
       " 'https://www.linkedin.com/in/aayusharora93/',\n",
       " 'https://www.linkedin.com/in/ayan-saha-8725061a4/',\n",
       " 'https://www.linkedin.com/in/krvsraja/',\n",
       " 'https://www.linkedin.com/in/upalparnadey/',\n",
       " 'https://www.linkedin.com/in/paramita-datta-339648136/',\n",
       " 'https://www.linkedin.com/in/aditya-sharma-8a7a3b61/',\n",
       " 'https://www.linkedin.com/in/shauryakuchhal/',\n",
       " 'https://www.linkedin.com/in/shivi-bhatia-41110859/',\n",
       " 'https://www.linkedin.com/in/subhasis-dasgupta/',\n",
       " 'https://www.linkedin.com/in/naina-kohli/',\n",
       " 'https://www.linkedin.com/in/archit-patel-897043a6/',\n",
       " 'https://www.linkedin.com/in/sayan-sen-10064243/',\n",
       " 'https://www.linkedin.com/in/amitkumar089/',\n",
       " 'https://www.linkedin.com/in/sheetal-jadhav-0735aa9a/',\n",
       " 'https://www.linkedin.com/in/suparna-lala-6b161673/',\n",
       " 'https://www.linkedin.com/in/abhishek-gibbidi-430298b8/',\n",
       " 'https://www.linkedin.com/in/vaishnav-palot-venugopalan-55b35336/',\n",
       " 'https://www.linkedin.com/in/vishwajit-sen-575ab031/',\n",
       " 'https://www.linkedin.com/in/rashmi-shankar-prasad-2a33981b/',\n",
       " 'https://www.linkedin.com/in/akshay-nayak-b50768119/',\n",
       " 'https://www.linkedin.com/in/riddhi-luthra-68a90b54/',\n",
       " 'https://www.linkedin.com/in/debabrata-panda-088a8644/',\n",
       " 'https://www.linkedin.com/in/akash-kumar-3050a0113/',\n",
       " 'https://www.linkedin.com/in/dr-sayantani-roy-choudhury-10368b41/',\n",
       " 'https://www.linkedin.com/in/manjunathkeshava/',\n",
       " 'https://www.linkedin.com/in/bhargavi-bevinmarad-16066515/',\n",
       " 'https://www.linkedin.com/in/prasun-naiya-6710a580/',\n",
       " 'https://www.linkedin.com/in/vkrntkmrsngh/',\n",
       " 'https://www.linkedin.com/in/avik-moulik-26613462/',\n",
       " 'https://www.linkedin.com/in/santu-halder-48887253/']"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "NRL"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "MRL=[]\n",
    "try:\n",
    "    for i in NRL:\n",
    "        driver.get(i)\n",
    "        time.sleep(3)\n",
    "        try:\n",
    "            div1=driver.find_element_by_xpath(\"//a[@data-control-name='topcard_view_all_connections']\")\n",
    "        except NoSuchElementException:\n",
    "            continue\n",
    "        driver.get(div1.get_attribute('href'))\n",
    "        time.sleep(3)\n",
    "        the_last_in_list = driver.find_elements_by_xpath('//ul[@class=\"search-results__list list-style-none \"]/li')[-1]\n",
    "        the_last_in_list.location_once_scrolled_into_view\n",
    "        time.sleep(4)\n",
    "        m=len(driver.find_elements_by_xpath('//ul[@class=\"search-results__list list-style-none \"]/li'))\n",
    "        k=0\n",
    "        while k < m: \n",
    "            links=driver.find_elements_by_xpath('//ul[@class=\"search-results__list list-style-none \"]/li')\n",
    "            try:\n",
    "                MRL.append(links[k].find_element_by_css_selector('a').get_attribute(\"href\"))\n",
    "            except NoSuchElementException:\n",
    "                k+=1\n",
    "                continue\n",
    "            k+=1  \n",
    "        try:\n",
    "            next_button=driver.find_element_by_xpath('//button[@aria-label=\"Next\"]')\n",
    "        except NoSuchElementException:\n",
    "            continue\n",
    "        if next_button:\n",
    "            driver.execute_script(\"arguments[0].click();\", next_button)\n",
    "            time.sleep(4)\n",
    "            the_last_in_list = driver.find_elements_by_xpath('//ul[@class=\"search-results__list list-style-none \"]/li')[-1]\n",
    "            the_last_in_list.location_once_scrolled_into_view\n",
    "            time.sleep(4)\n",
    "            p=len(driver.find_elements_by_xpath('//ul[@class=\"search-results__list list-style-none \"]/li'))\n",
    "            q=0\n",
    "            while q < p: \n",
    "                links=driver.find_elements_by_xpath('//ul[@class=\"search-results__list list-style-none \"]/li')\n",
    "                try:\n",
    "                    MRL.append(links[q].find_element_by_css_selector('a').get_attribute(\"href\"))\n",
    "                except NoSuchElementException:\n",
    "                    q+=1\n",
    "                    continue\n",
    "                q+=1    \n",
    "        else:\n",
    "            continue\n",
    "except Exception as e:\n",
    "    print(str(e))\n",
    "    print('Error on line {}'.format(sys.exc_info()[-1].tb_lineno), type(e).__name__, e)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['https://www.linkedin.com/in/priyanka-gupta-955612171/',\n",
       " 'https://www.linkedin.com/in/jayashree-dhal-137a2a148/',\n",
       " 'https://www.linkedin.com/in/bansodakshay22/',\n",
       " 'https://www.linkedin.com/in/anirban-saha777/',\n",
       " 'https://www.linkedin.com/in/pratik-mukherjee-bb6813176/',\n",
       " 'https://www.linkedin.com/in/shivani-sinha-7338a7137/',\n",
       " 'https://www.linkedin.com/in/monalisa-das-0107/',\n",
       " 'https://www.linkedin.com/in/prateek-mishra-972419108/',\n",
       " 'https://www.linkedin.com/in/arindita-ghosh/',\n",
       " 'https://www.linkedin.com/in/ankitpanse44/',\n",
       " 'https://www.linkedin.com/in/sayan-adhikary/',\n",
       " 'https://www.linkedin.com/in/vivek-john-p-6a137a25/',\n",
       " 'https://www.linkedin.com/in/rajneesh-tiwari-693894122/',\n",
       " 'https://www.linkedin.com/in/moumita-ghosh-9a1872a0/',\n",
       " 'https://www.linkedin.com/in/anirban-saha777/',\n",
       " 'https://www.linkedin.com/in/anurooppratap/',\n",
       " 'https://www.linkedin.com/in/rahul-upadhyay-955a5585/',\n",
       " 'https://www.linkedin.com/in/akansha-bhatt-563417104/',\n",
       " 'https://www.linkedin.com/in/prateek-mishra-972419108/',\n",
       " 'https://www.linkedin.com/in/akcterp/',\n",
       " 'https://www.linkedin.com/in/ashish-beniwal-83734a54/',\n",
       " 'https://www.linkedin.com/in/indranil-banerjee-963609b5/',\n",
       " 'https://www.linkedin.com/in/nidhinrajthomas/',\n",
       " 'https://www.linkedin.com/in/soorma-das-a9a3829b/',\n",
       " 'https://www.linkedin.com/in/vighnesh-tamse-97812973/',\n",
       " 'https://www.linkedin.com/in/aditya-sharma-8a7a3b61/',\n",
       " 'https://www.linkedin.com/in/onkar-ankalkope-4117a6a3/',\n",
       " 'https://www.linkedin.com/in/pramitpatra/',\n",
       " 'https://www.linkedin.com/in/pranav-j-246a7a141/',\n",
       " 'https://www.linkedin.com/in/swarna-karmakar-1a801431/',\n",
       " 'https://www.linkedin.com/in/rakesh-rajan-0a79704a/',\n",
       " 'https://www.linkedin.com/in/rojina-biswal-98b1bb64/',\n",
       " 'https://www.linkedin.com/in/manish-kumar-8336b1116/',\n",
       " 'https://www.linkedin.com/in/ishita-sharan-26633767/',\n",
       " 'https://www.linkedin.com/in/sheetal-dash-7156ba111/',\n",
       " 'https://www.linkedin.com/in/mary-sijy-p-x-979286102/',\n",
       " 'https://www.linkedin.com/in/aquib-javed-khan/',\n",
       " 'https://www.linkedin.com/in/subhra-suchismita-patnaik-000488135/',\n",
       " 'https://www.linkedin.com/in/kaichogami/',\n",
       " 'https://www.linkedin.com/in/seosantosh/',\n",
       " 'https://www.linkedin.com/in/neha-mohapatra-73623594/',\n",
       " 'https://www.linkedin.com/in/k-krishna-manohar-a45a018a/',\n",
       " 'https://www.linkedin.com/in/jayashree-dhal-137a2a148/',\n",
       " 'https://www.linkedin.com/in/anirban-saha777/',\n",
       " 'https://www.linkedin.com/in/rahul-upadhyay-955a5585/',\n",
       " 'https://www.linkedin.com/in/vivek-john-p-6a137a25/',\n",
       " 'https://www.linkedin.com/in/indranil-banerjee-963609b5/',\n",
       " 'https://www.linkedin.com/in/virajshirsekar1994/',\n",
       " 'https://www.linkedin.com/in/sutanuka-dutta-43103891/',\n",
       " 'https://www.linkedin.com/in/soumya-banerjee-b05139198/',\n",
       " 'https://www.linkedin.com/in/dubeymk/',\n",
       " 'https://www.linkedin.com/in/animesh-mukherjee-549b5218/',\n",
       " 'https://www.linkedin.com/in/abhisek98/',\n",
       " 'https://www.linkedin.com/in/siddharth-dixit-77116023/',\n",
       " 'https://www.linkedin.com/in/manisha-k-3a701092/',\n",
       " 'https://www.linkedin.com/in/anisha-verma-b273b7170/',\n",
       " 'https://www.linkedin.com/in/sunandosamaddar/',\n",
       " 'https://www.linkedin.com/in/shikhar-awasthi-93762b126/',\n",
       " 'https://www.linkedin.com/in/aman-poddar-77b84963/',\n",
       " 'https://www.linkedin.com/in/sourav-kumar-singh-40a48653/',\n",
       " 'https://www.linkedin.com/in/nandita-sarkar-1a26a6160/',\n",
       " 'https://www.linkedin.com/in/timusrak/',\n",
       " 'https://www.linkedin.com/in/subhamsharma96/',\n",
       " 'https://www.linkedin.com/in/subhajit03/',\n",
       " 'https://www.linkedin.com/in/siddhartha-das-a962ba78/',\n",
       " 'https://www.linkedin.com/in/lopamudramondal/',\n",
       " 'https://www.linkedin.com/in/dippoman-mukherjee/',\n",
       " 'https://www.linkedin.com/in/tuhin-pal-27892755/',\n",
       " 'https://www.linkedin.com/in/aniruddhads/',\n",
       " 'https://www.linkedin.com/in/amit-chakraborty-4b9ba9152/',\n",
       " 'https://www.linkedin.com/in/priyanka-gupta-955612171/',\n",
       " 'https://www.linkedin.com/in/rohit-akkenapalli-070258164/',\n",
       " 'https://www.linkedin.com/in/sarkar-nayan/',\n",
       " 'https://www.linkedin.com/in/nitesh-chhetri-a61a13190/',\n",
       " 'https://www.linkedin.com/in/shikhar-awasthi-93762b126/',\n",
       " 'https://www.linkedin.com/in/ishita-singh-887206113/',\n",
       " 'https://www.linkedin.com/in/indranil-banerjee-963609b5/',\n",
       " 'https://www.linkedin.com/in/anurupch/',\n",
       " 'https://www.linkedin.com/in/risha-kaur-a7902412a/',\n",
       " 'https://www.linkedin.com/in/anwesha-nandy-bb2aa811b/',\n",
       " 'https://www.linkedin.com/in/akashnil-roy-97746211a/',\n",
       " 'https://www.linkedin.com/in/prarthanasaikia11/',\n",
       " 'https://www.linkedin.com/in/saptarsi-goswami-phd-93073661/',\n",
       " 'https://www.linkedin.com/in/anindita-das-chaudhuri-5240a3141/',\n",
       " 'https://www.linkedin.com/in/sarkar-nayan/',\n",
       " 'https://www.linkedin.com/in/anirban-saha777/',\n",
       " 'https://www.linkedin.com/in/kamalendu-das-45b19548/',\n",
       " 'https://www.linkedin.com/in/manisha-bagchi-01287652/',\n",
       " 'https://www.linkedin.com/in/rahul-upadhyay-955a5585/',\n",
       " 'https://www.linkedin.com/in/sanchari-das-032021101/',\n",
       " 'https://www.linkedin.com/in/akcterp/',\n",
       " 'https://www.linkedin.com/in/twisha-talukdar-712b1698/',\n",
       " 'https://www.linkedin.com/in/indranil-banerjee-963609b5/',\n",
       " 'https://www.linkedin.com/in/soma-ghosh-454b9274/',\n",
       " 'https://www.linkedin.com/in/jyoti-sharma-abb1204b/',\n",
       " 'https://www.linkedin.com/in/ankita-ghosal/',\n",
       " 'https://www.linkedin.com/in/kuntal-banerjee-150a64a3/',\n",
       " 'https://www.linkedin.com/in/pramitpatra/',\n",
       " 'https://www.linkedin.com/in/jayashree-dhal-137a2a148/',\n",
       " 'https://www.linkedin.com/in/nitin-chhikara-5a5311a1/',\n",
       " 'https://www.linkedin.com/in/bansodakshay22/',\n",
       " 'https://www.linkedin.com/in/rohit-akkenapalli-070258164/',\n",
       " 'https://www.linkedin.com/in/sarkar-nayan/',\n",
       " 'https://www.linkedin.com/in/shivani-sinha-7338a7137/',\n",
       " 'https://www.linkedin.com/in/monalisa-das-0107/',\n",
       " 'https://www.linkedin.com/in/prateek-mishra-972419108/',\n",
       " 'https://www.linkedin.com/in/abhisek-swain-361a21122/',\n",
       " 'https://www.linkedin.com/in/arindita-ghosh/',\n",
       " 'https://www.linkedin.com/in/deepak-parwal-298aa583/',\n",
       " 'https://www.linkedin.com/in/krishnendu-mondal-90a339194/',\n",
       " 'https://www.linkedin.com/in/vivek-john-p-6a137a25/',\n",
       " 'https://www.linkedin.com/in/akcterp/',\n",
       " 'https://www.linkedin.com/in/nitin-chhikara-5a5311a1/',\n",
       " 'https://www.linkedin.com/in/rohit-akkenapalli-070258164/',\n",
       " 'https://www.linkedin.com/in/satyaki-khastgir-ab550886/',\n",
       " 'https://www.linkedin.com/in/sarkar-nayan/',\n",
       " 'https://www.linkedin.com/in/anirban-saha777/',\n",
       " 'https://www.linkedin.com/in/saurabh-sharma16/',\n",
       " 'https://www.linkedin.com/in/monalisa-das-0107/',\n",
       " 'https://www.linkedin.com/in/abhisek-nayak-4a316ba0/',\n",
       " 'https://www.linkedin.com/in/ankitpanse44/',\n",
       " 'https://www.linkedin.com/in/ashish-beniwal-83734a54/',\n",
       " 'https://www.linkedin.com/in/indranil-banerjee-963609b5/',\n",
       " 'https://www.linkedin.com/in/soorma-das-a9a3829b/',\n",
       " 'https://www.linkedin.com/in/akashnil-roy-97746211a/',\n",
       " 'https://www.linkedin.com/in/bikramjit-basu-93ab68126/',\n",
       " 'https://www.linkedin.com/in/sowmya-kartik-3505b915/',\n",
       " 'https://www.linkedin.com/in/shiladitya-swarnakar/',\n",
       " 'https://www.linkedin.com/in/shivaram-k-r-052787b/',\n",
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       " 'https://www.linkedin.com/in/uday-birje-916461/',\n",
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       " 'https://www.linkedin.com/in/kunal-das-0175b33a/',\n",
       " 'https://www.linkedin.com/in/vineeta-abhani-mehta-a7476618/',\n",
       " 'https://www.linkedin.com/in/shakti2017/',\n",
       " 'https://www.linkedin.com/in/snigdha-ghosh-72300022/',\n",
       " 'https://www.linkedin.com/in/piyalisengupta1/',\n",
       " 'https://www.linkedin.com/in/chandan-sharma-0171a240/',\n",
       " 'https://www.linkedin.com/in/santanu-barman-navface-90646428/',\n",
       " 'https://www.linkedin.com/in/biswajit-acharjee-664a3957/',\n",
       " 'https://www.linkedin.com/in/sourav-ganguly-71b98b8b/',\n",
       " 'https://www.linkedin.com/in/anujit-ganguly-82ab2871/',\n",
       " 'https://www.linkedin.com/in/arnab-banerjee-74589696/',\n",
       " 'https://www.linkedin.com/in/binod-shaw-46675a21/',\n",
       " 'https://www.linkedin.com/in/buddhadeb-bhattacharjee-aa0a5625/',\n",
       " 'https://www.linkedin.com/in/kalyan-dutta-b04b5661/',\n",
       " 'https://www.linkedin.com/in/ayan-das-17869727/',\n",
       " 'https://www.linkedin.com/in/mainak-pal-6361b772/',\n",
       " 'https://www.linkedin.com/in/ayan-ghosh-90100b21/',\n",
       " 'https://www.linkedin.com/in/soumya-ghosh-13b877ba/',\n",
       " 'https://www.linkedin.com/in/saptarsi-goswami-phd-93073661/',\n",
       " 'https://www.linkedin.com/in/sanjoy-barai-50a463a9/',\n",
       " 'https://www.linkedin.com/in/avik-bose-37a605157/',\n",
       " 'https://www.linkedin.com/in/chandan-mahanta-710ba1190/',\n",
       " 'https://www.linkedin.com/in/purnendu-das-40ba7717/',\n",
       " 'https://www.linkedin.com/in/arpita-dutta-1a3b9956/',\n",
       " 'https://www.linkedin.com/in/rajeshpyne/',\n",
       " 'https://www.linkedin.com/in/ayan-bhaduri-68419542/',\n",
       " 'https://www.linkedin.com/in/sudeshna-kundu-52349053/',\n",
       " 'https://www.linkedin.com/in/adrija-sengupta-47b8b616a/',\n",
       " 'https://www.linkedin.com/in/ankit-kumar-shaw-b8a931174/',\n",
       " 'https://www.linkedin.com/in/sneha-baskaran-kamath-31132769/',\n",
       " 'https://www.linkedin.com/in/maitrik-das-3185b1158/',\n",
       " 'https://www.linkedin.com/in/abhishek-suman-8113b3183/',\n",
       " 'https://www.linkedin.com/in/sourav-maji/',\n",
       " 'https://www.linkedin.com/in/avaneesh-sharma/',\n",
       " 'https://www.linkedin.com/in/subrat-dash-056161a7/',\n",
       " 'https://www.linkedin.com/in/amal-abdussalam-78739811b/',\n",
       " 'https://www.linkedin.com/in/biplab-mistry/',\n",
       " 'https://www.linkedin.com/in/amit-kumar-bala/',\n",
       " 'https://www.linkedin.com/in/daipayan-sinha-roy-07226a157/',\n",
       " 'https://www.linkedin.com/in/chandan-mahanta-710ba1190/',\n",
       " 'https://www.linkedin.com/in/niladri-paul-210552b8/',\n",
       " 'https://www.linkedin.com/in/nirmalya-bhattacharyya-2362998/',\n",
       " 'https://www.linkedin.com/in/chandreyee-kumar-0b905494/',\n",
       " 'https://www.linkedin.com/in/ggthakurata/',\n",
       " 'https://www.linkedin.com/in/arka-halder-b43882b0/',\n",
       " 'https://www.linkedin.com/in/kuntal-banerjee-150a64a3/',\n",
       " 'https://www.linkedin.com/in/prasanjit-mondal-52621294/',\n",
       " 'https://www.linkedin.com/in/sameena-syed-0a863b100/',\n",
       " 'https://www.linkedin.com/in/sunnydogra/',\n",
       " 'https://www.linkedin.com/in/arindam-chatterjee-2a237651/',\n",
       " 'https://www.linkedin.com/in/saikat-pal-99b38952/',\n",
       " 'https://www.linkedin.com/in/anindita-roy-3b871268/',\n",
       " 'https://www.linkedin.com/in/gouthamekollu/',\n",
       " 'https://www.linkedin.com/in/rajdoot-chattopadhyay-1316b955/',\n",
       " 'https://www.linkedin.com/in/tathagata-sengupta-pmp-cspo-4603978/',\n",
       " 'https://www.linkedin.com/in/sritoma-majumder-56b81563/',\n",
       " 'https://www.linkedin.com/in/buddhadeb-bhattacharjee-aa0a5625/',\n",
       " 'https://www.linkedin.com/in/arpita-mallick-7126b955/',\n",
       " 'https://www.linkedin.com/in/ritwick-sengupta-79092963/',\n",
       " 'https://www.linkedin.com/in/zubin-dutt-b5ba7678/',\n",
       " 'https://www.linkedin.com/in/tuhin-majumder-22828a11a/',\n",
       " 'https://www.linkedin.com/in/arpo-adhikari-b796b5b9/',\n",
       " 'https://www.linkedin.com/in/pritam-paul-16489022/',\n",
       " 'https://www.linkedin.com/in/tuhin-majumder-a8132662/',\n",
       " 'https://www.linkedin.com/in/chanchal-panda-b965972b/',\n",
       " 'https://www.linkedin.com/in/goutam-acharjee-8b811970/',\n",
       " 'https://www.linkedin.com/in/tirujit-basak-468b1515/',\n",
       " 'https://www.linkedin.com/in/rituparna15/']"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "MRL"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "alllist = URL+NRL+MRL"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "ALL=list(set(alllist))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "388"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(ALL)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['https://www.linkedin.com/in/mainak-pal-6361b772/',\n",
       " 'https://www.linkedin.com/in/ambarish-ganguly/',\n",
       " 'https://www.linkedin.com/in/anaghakaranam/',\n",
       " 'https://www.linkedin.com/in/santu-halder-48887253/',\n",
       " 'https://www.linkedin.com/in/pooja-more-0159b3103/',\n",
       " 'https://www.linkedin.com/in/saurabhgupta977/',\n",
       " 'https://www.linkedin.com/in/sureshsayammagaru/',\n",
       " 'https://www.linkedin.com/in/vivekshrivastavahr/',\n",
       " 'https://www.linkedin.com/in/mohit-kumar-594b03184/',\n",
       " 'https://www.linkedin.com/in/paramita-datta-339648136/',\n",
       " 'https://www.linkedin.com/in/ram-tn-3a4135/',\n",
       " 'https://www.linkedin.com/in/nirmalyo/',\n",
       " 'https://www.linkedin.com/in/shikhar-awasthi-93762b126/',\n",
       " 'https://www.linkedin.com/in/bhaskar-dey-066345b/',\n",
       " 'https://www.linkedin.com/in/buddhadeb-bhattacharjee-aa0a5625/',\n",
       " 'https://www.linkedin.com/in/rojina-biswal-98b1bb64/',\n",
       " 'https://www.linkedin.com/in/upalparnadey/',\n",
       " 'https://www.linkedin.com/in/jyotiram-koratkar-63657610b/',\n",
       " 'https://www.linkedin.com/in/sekhar-p-b894a1109/',\n",
       " 'https://www.linkedin.com/in/rashmi-shankar-prasad-2a33981b/',\n",
       " 'https://www.linkedin.com/in/rajeshjeyapaul/',\n",
       " 'https://www.linkedin.com/in/subhra-suchismita-patnaik-000488135/',\n",
       " 'https://www.linkedin.com/in/shakti2017/',\n",
       " 'https://www.linkedin.com/in/akanksha-sahu-0228567b/',\n",
       " 'https://www.linkedin.com/in/rajeshpyne/',\n",
       " 'https://www.linkedin.com/in/risha-kaur-a7902412a/',\n",
       " 'https://www.linkedin.com/in/sayan-sen-10064243/',\n",
       " 'https://www.linkedin.com/in/krishanuseal/',\n",
       " 'https://www.linkedin.com/in/abhishek-gibbidi-430298b8/',\n",
       " 'https://www.linkedin.com/in/divya-dutt-73b8755a/',\n",
       " 'https://www.linkedin.com/in/vamsi2017/',\n",
       " 'https://www.linkedin.com/in/pratik-mukherjee-bb6813176/',\n",
       " 'https://www.linkedin.com/in/smitavenkataraman/',\n",
       " 'https://www.linkedin.com/in/amit-chakraborty-4b9ba9152/',\n",
       " 'https://www.linkedin.com/in/sourav-kumar-singh-40a48653/',\n",
       " 'https://www.linkedin.com/in/anindita-das-chaudhuri-5240a3141/',\n",
       " 'https://www.linkedin.com/in/iranimukherjee/',\n",
       " 'https://www.linkedin.com/in/arijit-chakraborti-ac/',\n",
       " 'https://www.linkedin.com/in/arnab-dhar-8a39901b/',\n",
       " 'https://www.linkedin.com/in/poulomi-chakraborty-2b12206/',\n",
       " 'https://www.linkedin.com/in/ravigarikipati/',\n",
       " 'https://www.linkedin.com/in/shahbaj-beg-2b70a910b/',\n",
       " 'https://www.linkedin.com/in/agarwalga/',\n",
       " 'https://www.linkedin.com/in/abhisek98/',\n",
       " 'https://www.linkedin.com/in/timusrak/',\n",
       " 'https://www.linkedin.com/in/soumya-ghosh-13b877ba/',\n",
       " 'https://www.linkedin.com/in/dippoman-mukherjee/',\n",
       " 'https://www.linkedin.com/in/jayashree-dhal-137a2a148/',\n",
       " 'https://www.linkedin.com/in/sairam-anem-271272/',\n",
       " 'https://www.linkedin.com/in/snigdha-ghosh-72300022/',\n",
       " 'https://www.linkedin.com/in/biswajit-acharjee-664a3957/',\n",
       " 'https://www.linkedin.com/in/atul-vohra-4b1715/',\n",
       " 'https://www.linkedin.com/in/sriharipalangala/',\n",
       " 'https://www.linkedin.com/in/arumugam-annamalai-3403258a/',\n",
       " 'https://www.linkedin.com/in/chandreyee-kumar-0b905494/',\n",
       " 'https://www.linkedin.com/in/aniruddhads/',\n",
       " 'https://www.linkedin.com/in/arpita-mallick-7126b955/',\n",
       " 'https://www.linkedin.com/in/prithwis/',\n",
       " 'https://www.linkedin.com/in/rituparna15/',\n",
       " 'https://www.linkedin.com/in/sunetra-bhattacharya-5115348/',\n",
       " 'https://www.linkedin.com/in/chandni-madhusoodan/',\n",
       " 'https://www.linkedin.com/in/atul-jalan-6b9210/',\n",
       " 'https://www.linkedin.com/in/jyoti-sharma-abb1204b/',\n",
       " 'https://www.linkedin.com/in/debabrata-sarkar-5b5a3359/',\n",
       " 'https://www.linkedin.com/in/ayan-das-17869727/',\n",
       " 'https://www.linkedin.com/in/debabrata-panda-088a8644/',\n",
       " 'https://www.linkedin.com/in/prasun-naiya-6710a580/',\n",
       " 'https://www.linkedin.com/in/soumen-choudhury-19a8057b/',\n",
       " 'https://www.linkedin.com/in/suman-sen-4920498/',\n",
       " 'https://www.linkedin.com/in/soorma-das-a9a3829b/',\n",
       " 'https://www.linkedin.com/in/muquayyar-ahmed-04578238/',\n",
       " 'https://www.linkedin.com/in/rajib-mandal-3211939/',\n",
       " 'https://www.linkedin.com/in/abhilash-jash-08a275ba/',\n",
       " 'https://www.linkedin.com/in/kuntal-banerjee-150a64a3/',\n",
       " 'https://www.linkedin.com/in/aravind-m-ba2ab0126/',\n",
       " 'https://www.linkedin.com/in/madhav-mishra-65783388/',\n",
       " 'https://www.linkedin.com/in/amitkumar089/',\n",
       " 'https://www.linkedin.com/in/soma-ghosh-454b9274/',\n",
       " 'https://www.linkedin.com/in/chandankumaribm/',\n",
       " 'https://www.linkedin.com/in/mitesh-gupta-28014633/',\n",
       " 'https://www.linkedin.com/in/manish-kumar-8336b1116/',\n",
       " 'https://www.linkedin.com/in/akansha-bhatt-563417104/',\n",
       " 'https://www.linkedin.com/in/gaurav-sachar-b455782/',\n",
       " 'https://www.linkedin.com/in/harishree-balasubramanian-ab527365/',\n",
       " 'https://www.linkedin.com/in/angsuman/',\n",
       " 'https://www.linkedin.com/in/prasunbanerjee01/',\n",
       " 'https://www.linkedin.com/in/arpita-dutta-1a3b9956/',\n",
       " 'https://www.linkedin.com/in/kamalkumar87/',\n",
       " 'https://www.linkedin.com/in/ayan-bhaduri-68419542/',\n",
       " 'https://www.linkedin.com/in/drapoorvsharma/',\n",
       " 'https://www.linkedin.com/in/adrija-sengupta-47b8b616a/',\n",
       " 'https://www.linkedin.com/in/aniruddha-mukherjee-52057722/',\n",
       " 'https://www.linkedin.com/in/parthasarathy-n-s-633426/',\n",
       " 'https://www.linkedin.com/in/vipulgandhi10/',\n",
       " 'https://www.linkedin.com/in/avik-bose-37a605157/',\n",
       " 'https://www.linkedin.com/in/arunavachattopadhyay/',\n",
       " 'https://www.linkedin.com/in/ghayathri-karuna-6a2236164/',\n",
       " 'https://www.linkedin.com/in/vaishnav-palot-venugopalan-55b35336/',\n",
       " 'https://www.linkedin.com/in/shilpa-b-s-a76a825/',\n",
       " 'https://www.linkedin.com/in/prosun-gayen-89055310/',\n",
       " 'https://www.linkedin.com/in/arijit-poria-382641167/',\n",
       " 'https://www.linkedin.com/in/suravi-mahanta-01a082140/',\n",
       " 'https://www.linkedin.com/in/phanisama/',\n",
       " 'https://www.linkedin.com/in/biplab-mistry/',\n",
       " 'https://www.linkedin.com/in/manisha-bagchi-01287652/',\n",
       " 'https://www.linkedin.com/in/rupkatha-bandyopadhay-pmp-csm-87217814/',\n",
       " 'https://www.linkedin.com/in/ankita-sharma-643a61168/',\n",
       " 'https://www.linkedin.com/in/abhishek-suman-8113b3183/',\n",
       " 'https://www.linkedin.com/in/moumita-ghosh-9a1872a0/',\n",
       " 'https://www.linkedin.com/in/arindam-chatterjee-2a237651/',\n",
       " 'https://www.linkedin.com/in/nishantd/',\n",
       " 'https://www.linkedin.com/in/pruthvi/',\n",
       " 'https://www.linkedin.com/in/akash-kumar-3050a0113/',\n",
       " 'https://www.linkedin.com/in/shuvojyoti-sen-796672160/',\n",
       " 'https://www.linkedin.com/in/dr-sayantani-roy-choudhury-10368b41/',\n",
       " 'https://www.linkedin.com/in/animesh-mukherjee-549b5218/',\n",
       " 'https://www.linkedin.com/in/kaichogami/',\n",
       " 'https://www.linkedin.com/in/aditya-sharma-8a7a3b61/',\n",
       " 'https://www.linkedin.com/in/anindita-roy-3b871268/',\n",
       " 'https://www.linkedin.com/in/vikramduggal/',\n",
       " 'https://www.linkedin.com/in/uday-birje-916461/',\n",
       " 'https://www.linkedin.com/in/bhaskarbhattacharyya/',\n",
       " 'https://www.linkedin.com/in/krishnendu-mondal-90a339194/',\n",
       " 'https://www.linkedin.com/in/siddharth-dixit-77116023/',\n",
       " 'https://www.linkedin.com/in/saurabh-sharma16/',\n",
       " 'https://www.linkedin.com/in/bhatiapayal/',\n",
       " 'https://www.linkedin.com/in/binod-shaw-46675a21/',\n",
       " 'https://www.linkedin.com/in/panns-jaiganesh-027276/',\n",
       " 'https://www.linkedin.com/in/sarkar-nayan/',\n",
       " 'https://www.linkedin.com/in/aishwarya-roy-chowdhury-aba822152/',\n",
       " 'https://www.linkedin.com/in/ankitpanse44/',\n",
       " 'https://www.linkedin.com/in/sourav-srv-bhattacharyya-7969a380/',\n",
       " 'https://www.linkedin.com/in/nitin-chhikara-5a5311a1/',\n",
       " 'https://www.linkedin.com/in/sunandosamaddar/',\n",
       " 'https://www.linkedin.com/in/neha-mohapatra-73623594/',\n",
       " 'https://www.linkedin.com/in/bhargavi-bevinmarad-16066515/',\n",
       " 'https://www.linkedin.com/in/seosantosh/',\n",
       " 'https://www.linkedin.com/in/balli/',\n",
       " 'https://www.linkedin.com/in/nitesh-chowdhury-1a084a11a/',\n",
       " 'https://www.linkedin.com/in/om-prasad-mohanty-70916a74/',\n",
       " 'https://www.linkedin.com/in/kunal-bharadwaj-928417122/',\n",
       " 'https://www.linkedin.com/in/mansijain06/',\n",
       " 'https://www.linkedin.com/in/sheetal-jadhav-0735aa9a/',\n",
       " 'https://www.linkedin.com/in/zubin-dutt-b5ba7678/',\n",
       " 'https://www.linkedin.com/in/nivedita-hazra-4b34b3141/',\n",
       " 'https://www.linkedin.com/in/anujit-ganguly-82ab2871/',\n",
       " 'https://www.linkedin.com/in/abhinavmundra/',\n",
       " 'https://www.linkedin.com/in/subhajit03/',\n",
       " 'https://www.linkedin.com/in/prasanjit-mondal-52621294/',\n",
       " 'https://www.linkedin.com/in/mvvijayanand/',\n",
       " 'https://www.linkedin.com/in/nitesh-chhetri-a61a13190/',\n",
       " 'https://www.linkedin.com/in/sunnydogra/',\n",
       " 'https://www.linkedin.com/in/tathagata-sengupta-pmp-cspo-4603978/',\n",
       " 'https://www.linkedin.com/in/anshu-singh-b6a50a1b/',\n",
       " 'https://www.linkedin.com/in/harsha-dhanuka-datascience/',\n",
       " 'https://www.linkedin.com/in/dubeymk/',\n",
       " 'https://www.linkedin.com/in/shilbhadra-maity-450a109/',\n",
       " 'https://www.linkedin.com/in/amit-kumar-bala/',\n",
       " 'https://www.linkedin.com/in/twisha-talukdar-712b1698/',\n",
       " 'https://www.linkedin.com/in/prarthanasaikia11/',\n",
       " 'https://www.linkedin.com/in/manisha-k-3a701092/',\n",
       " 'https://www.linkedin.com/in/simrat-hanspal-37683054/',\n",
       " 'https://www.linkedin.com/in/deepika-bhatnagar-345a86a/',\n",
       " 'https://www.linkedin.com/in/sagar-kumar-b32783145/',\n",
       " 'https://www.linkedin.com/in/shamim-aziz-55894513/',\n",
       " 'https://www.linkedin.com/search/results/people/?facetConnectionOf=%5B%22ACoAACZ3dioBcFyjC_CPYtBfALYHRo6NsbTl0h0%22%5D&facetNetwork=%5B%22F%22%2C%22S%22%5D&origin=MEMBER_PROFILE_CANNED_SEARCH#',\n",
       " 'https://www.linkedin.com/in/prateek-mishra-972419108/',\n",
       " 'https://www.linkedin.com/in/pramitpatra/',\n",
       " 'https://www.linkedin.com/in/writetosingh/',\n",
       " 'https://www.linkedin.com/in/nagasreemv/',\n",
       " 'https://www.linkedin.com/in/tuhin-majumder-22828a11a/',\n",
       " 'https://www.linkedin.com/in/sahanabhat/',\n",
       " 'https://www.linkedin.com/in/mary-sijy-p-x-979286102/',\n",
       " 'https://www.linkedin.com/in/nath-masturkar/',\n",
       " 'https://www.linkedin.com/in/suddha-sattwa-kundu-7ab8991/',\n",
       " 'https://www.linkedin.com/in/chandrasekar-krishnamurthy-225b893/',\n",
       " 'https://www.linkedin.com/in/anupriya-g-211a4734/',\n",
       " 'https://www.linkedin.com/in/kanti-babu-69308650/',\n",
       " 'https://www.linkedin.com/in/anirban-saha777/',\n",
       " 'https://www.linkedin.com/in/aishwaryaaljapur/',\n",
       " 'https://www.linkedin.com/in/manjunathkeshava/',\n",
       " 'https://www.linkedin.com/in/vvk/',\n",
       " 'https://www.linkedin.com/in/arpo-adhikari-b796b5b9/',\n",
       " 'https://www.linkedin.com/in/tuhin-majumder-a8132662/',\n",
       " 'https://www.linkedin.com/in/charanpreet-singh-b880692/',\n",
       " 'https://www.linkedin.com/in/kohlitarun/',\n",
       " 'https://www.linkedin.com/in/rajula-vineet-reddy/',\n",
       " 'https://www.linkedin.com/in/kumar-p-45b42210a/',\n",
       " 'https://www.linkedin.com/in/sutanuka-dutta-43103891/',\n",
       " 'https://www.linkedin.com/in/arindam-chakraborty-6904b714/',\n",
       " 'https://www.linkedin.com/in/csubhamoy/',\n",
       " 'https://www.linkedin.com/in/shivani-sinha-7338a7137/',\n",
       " 'https://www.linkedin.com/in/anurag-chottani-1460832/',\n",
       " 'https://www.linkedin.com/in/navratan-sharma-a43b2577/',\n",
       " 'https://www.linkedin.com/in/pranit-dugar-55812b168/',\n",
       " 'https://www.linkedin.com/in/mehtavipul/',\n",
       " 'https://www.linkedin.com/in/saket-kumar-87165b10/',\n",
       " 'https://www.linkedin.com/in/swapna-akella/',\n",
       " 'https://www.linkedin.com/in/shaileshk/',\n",
       " 'https://www.linkedin.com/in/navdeepbagga/',\n",
       " 'https://www.linkedin.com/in/abhijit-biradar-4a807b170/',\n",
       " 'https://www.linkedin.com/in/arnab-banerjee-74589696/',\n",
       " 'https://www.linkedin.com/in/srinivasa-reddy-mullangi-a79aa520/',\n",
       " 'https://www.linkedin.com/in/amal-abdussalam-78739811b/',\n",
       " 'https://www.linkedin.com/in/sowmya-kartik-3505b915/',\n",
       " 'https://www.linkedin.com/in/arijitkumargupta/',\n",
       " 'https://www.linkedin.com/in/saniya-mulchandani-94549592/',\n",
       " 'https://www.linkedin.com/in/shivaram-k-r-052787b/',\n",
       " 'https://www.linkedin.com/in/ritwick-sengupta-79092963/',\n",
       " 'https://www.linkedin.com/in/abhisek-nayak-4a316ba0/',\n",
       " 'https://www.linkedin.com/in/raghavendrachinhalli/',\n",
       " 'https://www.linkedin.com/in/anisha-verma-b273b7170/',\n",
       " 'https://www.linkedin.com/in/sheetal-dash-7156ba111/',\n",
       " 'https://www.linkedin.com/in/ratna-deepa-basina-53b38718/',\n",
       " 'https://www.linkedin.com/in/pranjal-chakraborti-94a6372/',\n",
       " 'https://www.linkedin.com/in/kunal-das-0175b33a/',\n",
       " 'https://www.linkedin.com/in/aman-poddar-77b84963/',\n",
       " 'https://www.linkedin.com/in/sudeshna-kundu-52349053/',\n",
       " 'https://www.linkedin.com/in/shoebuddinsaiyed/',\n",
       " 'https://www.linkedin.com/in/shivshankar-reddy/',\n",
       " 'https://www.linkedin.com/in/akarsh-agnivesh-298b2819/',\n",
       " 'https://www.linkedin.com/in/hamzamohdzubair/',\n",
       " 'https://www.linkedin.com/in/maitrik-das-3185b1158/',\n",
       " 'https://www.linkedin.com/in/sourav-ganguly-71b98b8b/',\n",
       " 'https://www.linkedin.com/in/amarpreet-bhatia-09b4309a/',\n",
       " 'https://www.linkedin.com/in/swati-pandey-70802a47/',\n",
       " 'https://www.linkedin.com/in/chinmayee-dash-4b0037b5/',\n",
       " 'https://www.linkedin.com/in/abhisek-swain-361a21122/',\n",
       " 'https://www.linkedin.com/in/kv-bijumon-b6739614/',\n",
       " 'https://www.linkedin.com/in/chanchal-panda-b965972b/',\n",
       " 'https://www.linkedin.com/in/mahendra-s-chauhan-532b341a1/',\n",
       " 'https://www.linkedin.com/in/ajar1019/',\n",
       " 'https://www.linkedin.com/in/arindam-basu-77877b79/',\n",
       " 'https://www.linkedin.com/in/sandeep-marpini-b5075587/',\n",
       " 'https://www.linkedin.com/in/vivek-john-p-6a137a25/',\n",
       " 'https://www.linkedin.com/in/kalyan-dutta-b04b5661/',\n",
       " 'https://www.linkedin.com/in/anugya-shaw-0912/',\n",
       " 'https://www.linkedin.com/in/aquib-javed-khan/',\n",
       " 'https://www.linkedin.com/in/vineeta-abhani-mehta-a7476618/',\n",
       " 'https://www.linkedin.com/in/bansodakshay22/',\n",
       " 'https://www.linkedin.com/in/abhijitroy13/',\n",
       " 'https://www.linkedin.com/in/rajkumar-kanagasabai-03a332165/',\n",
       " 'https://www.linkedin.com/in/bikramjit-basu-93ab68126/',\n",
       " 'https://www.linkedin.com/in/subhamsharma96/',\n",
       " 'https://www.linkedin.com/in/moumi-das-7a97a9138/',\n",
       " 'https://www.linkedin.com/in/chandan7shaw/',\n",
       " 'https://www.linkedin.com/in/mahavir-poddar-099816b7/',\n",
       " 'https://www.linkedin.com/in/ankit-kumar-shaw-b8a931174/',\n",
       " 'https://www.linkedin.com/in/goutam-acharjee-8b811970/',\n",
       " 'https://www.linkedin.com/in/soham-panda-a8462b125/',\n",
       " 'https://www.linkedin.com/in/piyalisengupta1/',\n",
       " 'https://www.linkedin.com/in/harshit-patel-1530a277/',\n",
       " 'https://www.linkedin.com/in/riddhi-luthra-68a90b54/',\n",
       " 'https://www.linkedin.com/in/akcterp/',\n",
       " 'https://www.linkedin.com/in/tirujit-basak-468b1515/',\n",
       " 'https://www.linkedin.com/in/kamalendu-das-45b19548/',\n",
       " 'https://www.linkedin.com/in/sayan-adhikary/',\n",
       " 'https://www.linkedin.com/in/chandan-gupta2911/',\n",
       " 'https://www.linkedin.com/in/shrey-upadhyay-858389134/',\n",
       " 'https://www.linkedin.com/in/sameena-syed-0a863b100/',\n",
       " 'https://www.linkedin.com/in/suresh-babu-bommu-venkata-4a685a18/',\n",
       " 'https://www.linkedin.com/in/gouthamekollu/',\n",
       " 'https://www.linkedin.com/in/reva-maheshwari-42897b2/',\n",
       " 'https://www.linkedin.com/in/rahul-upadhyay-955a5585/',\n",
       " 'https://www.linkedin.com/in/sanskriti-singh-81aa512b/',\n",
       " 'https://www.linkedin.com/in/kushalvala271196/',\n",
       " 'https://www.linkedin.com/in/soumendey/',\n",
       " 'https://www.linkedin.com/in/arindita-ghosh/',\n",
       " 'https://www.linkedin.com/in/sanjibdatta111/',\n",
       " 'https://www.linkedin.com/in/sudiptoghosh/',\n",
       " 'https://www.linkedin.com/in/saikat-pal-99b38952/',\n",
       " 'https://www.linkedin.com/in/ayan-saha-8725061a4/',\n",
       " 'https://www.linkedin.com/in/purnendu-das-40ba7717/',\n",
       " 'https://www.linkedin.com/in/bikramjit-hazra/',\n",
       " 'https://www.linkedin.com/in/shibani-das-201a3221/',\n",
       " 'https://www.linkedin.com/in/jasbir-singh-32a83920/',\n",
       " 'https://www.linkedin.com/in/soutrik-mukherjee-27481661/',\n",
       " 'https://www.linkedin.com/in/ishita-sharan-26633767/',\n",
       " 'https://www.linkedin.com/in/nayana-churiwala-109b8bb2/',\n",
       " 'https://www.linkedin.com/in/gladwinalytics/',\n",
       " 'https://www.linkedin.com/in/lopamudramondal/',\n",
       " 'https://www.linkedin.com/in/sudipta-mukhopadhyay-7460004/',\n",
       " 'https://www.linkedin.com/in/jolly-josleen-4a6138178/',\n",
       " 'https://www.linkedin.com/in/magesh-m-s-4ab562/',\n",
       " 'https://www.linkedin.com/in/kar2905/',\n",
       " 'https://www.linkedin.com/in/shirsha-roy-barman-0600a03a/',\n",
       " 'https://www.linkedin.com/in/kidoman/',\n",
       " 'https://www.linkedin.com/in/saptarsi-goswami-phd-93073661/',\n",
       " 'https://www.linkedin.com/in/kartiki-sharma-4ab94613a/',\n",
       " 'https://www.linkedin.com/in/sreenandadassharma/',\n",
       " 'https://www.linkedin.com/in/mandeep-kaur-355108115/',\n",
       " 'https://www.linkedin.com/in/santhosh-panikar-b313402/',\n",
       " 'https://www.linkedin.com/in/krvsraja/',\n",
       " 'https://www.linkedin.com/in/aritrasen/',\n",
       " 'https://www.linkedin.com/in/amrapalli-karan-740588a2/',\n",
       " 'https://www.linkedin.com/in/chandrakanta-bajoria-20766868/',\n",
       " 'https://www.linkedin.com/in/madhu-smita/',\n",
       " 'https://www.linkedin.com/in/onkar-ankalkope-4117a6a3/',\n",
       " 'https://www.linkedin.com/in/ayan-ghosh-90100b21/',\n",
       " 'https://www.linkedin.com/in/anurooppratap/',\n",
       " 'https://www.linkedin.com/in/rahul-singh-5498ba112/',\n",
       " 'https://www.linkedin.com/in/aayusharora93/',\n",
       " 'https://www.linkedin.com/in/indranil-banerjee-963609b5/',\n",
       " 'https://www.linkedin.com/in/sreenanda-ghoshal-81819a61/',\n",
       " 'https://www.linkedin.com/in/nikitaaggrawal/',\n",
       " 'https://www.linkedin.com/in/rajneesh-tiwari-693894122/',\n",
       " 'https://www.linkedin.com/in/priyanka-bhatt/',\n",
       " 'https://www.linkedin.com/in/sanmoy-paul-737771b7/',\n",
       " 'https://www.linkedin.com/in/chandan-sharma-0171a240/',\n",
       " 'https://www.linkedin.com/in/sritoma-majumder-56b81563/',\n",
       " 'https://www.linkedin.com/in/nandita-sarkar-1a26a6160/',\n",
       " 'https://www.linkedin.com/in/pritam-paul-16489022/',\n",
       " 'https://www.linkedin.com/in/rajdoot-chattopadhyay-1316b955/',\n",
       " 'https://www.linkedin.com/in/antony-k-828b8219/',\n",
       " 'https://www.linkedin.com/in/rakesh-rajan-0a79704a/',\n",
       " 'https://www.linkedin.com/in/kjainiimb/',\n",
       " 'https://www.linkedin.com/in/tuhin-pal-27892755/',\n",
       " 'https://www.linkedin.com/in/anurupch/',\n",
       " 'https://www.linkedin.com/in/arka-halder-b43882b0/',\n",
       " 'https://www.linkedin.com/in/subhasis-dasgupta/',\n",
       " 'https://www.linkedin.com/in/avijeet-khaitan-1874612a/',\n",
       " 'https://www.linkedin.com/in/vighnesh-tamse-97812973/',\n",
       " 'https://www.linkedin.com/in/ishita-singh-887206113/',\n",
       " 'https://www.linkedin.com/in/safayet-karim/',\n",
       " 'https://www.linkedin.com/in/praveenkumarvadicharla/',\n",
       " 'https://www.linkedin.com/in/vishwajit-sen-575ab031/',\n",
       " 'https://www.linkedin.com/in/anwesha-nandy-bb2aa811b/',\n",
       " 'https://www.linkedin.com/in/ashish-beniwal-83734a54/',\n",
       " 'https://www.linkedin.com/in/chandan-mahanta-710ba1190/',\n",
       " 'https://www.linkedin.com/in/ggthakurata/',\n",
       " 'https://www.linkedin.com/in/suparna-lala-6b161673/',\n",
       " 'https://www.linkedin.com/in/swarna-karmakar-1a801431/',\n",
       " 'https://www.linkedin.com/in/santanu-barman-navface-90646428/',\n",
       " 'https://www.linkedin.com/in/ashwinkumar1996/',\n",
       " 'https://www.linkedin.com/in/monalisa-das-0107/',\n",
       " 'https://www.linkedin.com/in/aparna-ray-88b449139/',\n",
       " 'https://www.linkedin.com/in/archit-patel-897043a6/',\n",
       " 'https://www.linkedin.com/in/nagireddy-hanisha-4328a39a/',\n",
       " 'https://www.linkedin.com/in/niladri-paul-210552b8/',\n",
       " 'https://www.linkedin.com/in/ankita-ghosal/',\n",
       " 'https://www.linkedin.com/in/rohit-akkenapalli-070258164/',\n",
       " 'https://www.linkedin.com/in/shivpriya-chaturvedi-aa582b14/',\n",
       " 'https://www.linkedin.com/in/avik-moulik-26613462/',\n",
       " 'https://www.linkedin.com/in/shristi-jaiswal-657a1083/',\n",
       " 'https://www.linkedin.com/in/das2020/',\n",
       " 'https://www.linkedin.com/in/srilekha-reddy-951245125/',\n",
       " 'https://www.linkedin.com/in/sourav-maji/',\n",
       " 'https://www.linkedin.com/in/nehaamoli/',\n",
       " 'https://www.linkedin.com/in/sanjoy-barai-50a463a9/',\n",
       " 'https://www.linkedin.com/in/somenaths/',\n",
       " 'https://www.linkedin.com/in/mdsajidhussain1/',\n",
       " 'https://www.linkedin.com/in/saurav-dash-aa6523161/',\n",
       " 'https://www.linkedin.com/in/naina-kohli/',\n",
       " 'https://www.linkedin.com/in/prerna-agarwal-b97a4445/',\n",
       " 'https://www.linkedin.com/in/shiladitya-swarnakar/',\n",
       " 'https://www.linkedin.com/in/pramod-shivalingappa-16508550/',\n",
       " 'https://www.linkedin.com/in/girijasharma/',\n",
       " 'https://www.linkedin.com/in/deepak-parwal-298aa583/',\n",
       " 'https://www.linkedin.com/in/sudhansh-shaw-a91737192/',\n",
       " 'https://www.linkedin.com/in/k-krishna-manohar-a45a018a/',\n",
       " 'https://www.linkedin.com/in/anish-malakar/',\n",
       " 'https://www.linkedin.com/in/soumya-banerjee-b05139198/',\n",
       " 'https://www.linkedin.com/in/sanchari-das-032021101/',\n",
       " 'https://www.linkedin.com/in/siddhartha-das-a962ba78/',\n",
       " 'https://www.linkedin.com/in/priyanka-gupta-955612171/',\n",
       " 'https://www.linkedin.com/in/shauryakuchhal/',\n",
       " 'https://www.linkedin.com/in/avaneesh-sharma/',\n",
       " 'https://www.linkedin.com/in/nirmalya-bhattacharyya-2362998/',\n",
       " 'https://www.linkedin.com/in/satyaki-khastgir-ab550886/',\n",
       " 'https://www.linkedin.com/in/venkata-jandhyala-b9565822/',\n",
       " 'https://www.linkedin.com/in/subrat-dash-056161a7/',\n",
       " 'https://www.linkedin.com/in/shivi-bhatia-41110859/',\n",
       " 'https://www.linkedin.com/in/pranav-j-246a7a141/',\n",
       " 'https://www.linkedin.com/in/alex-peter-6728212b/',\n",
       " 'https://www.linkedin.com/in/daipayan-sinha-roy-07226a157/',\n",
       " 'https://www.linkedin.com/in/kalyanbanga/',\n",
       " 'https://www.linkedin.com/in/akshay-nayak-b50768119/',\n",
       " 'https://www.linkedin.com/in/vkrntkmrsngh/',\n",
       " 'https://www.linkedin.com/in/nidhinrajthomas/',\n",
       " 'https://www.linkedin.com/in/sneha-baskaran-kamath-31132769/',\n",
       " 'https://www.linkedin.com/in/virajshirsekar1994/',\n",
       " 'https://www.linkedin.com/in/aritrapan/',\n",
       " 'https://www.linkedin.com/in/akash-kumar-7a61aa113/',\n",
       " 'https://www.linkedin.com/in/akashnil-roy-97746211a/',\n",
       " 'https://www.linkedin.com/in/manu-bohra-5748b544/',\n",
       " 'https://www.linkedin.com/in/shreepads/',\n",
       " 'https://www.linkedin.com/in/stephymj/',\n",
       " 'https://www.linkedin.com/in/kaustabhsingharoy/']"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ALL"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "df=pd.DataFrame()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "df['URL']=ALL[0:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>URL</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>https://www.linkedin.com/in/mainak-pal-6361b772/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>https://www.linkedin.com/in/ambarish-ganguly/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>https://www.linkedin.com/in/anaghakaranam/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>https://www.linkedin.com/in/santu-halder-48887...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>https://www.linkedin.com/in/pooja-more-0159b3103/</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                 URL\n",
       "0   https://www.linkedin.com/in/mainak-pal-6361b772/\n",
       "1      https://www.linkedin.com/in/ambarish-ganguly/\n",
       "2         https://www.linkedin.com/in/anaghakaranam/\n",
       "3  https://www.linkedin.com/in/santu-halder-48887...\n",
       "4  https://www.linkedin.com/in/pooja-more-0159b3103/"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "ename": "IndexError",
     "evalue": "list index out of range",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mIndexError\u001b[0m                                Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-46-e318e0e83028>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m     16\u001b[0m     \u001b[0mcurrentFile\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mglob\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mglob\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"C:/Users/user/Downloads/\"\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;34m\"Profile\"\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;34m\".pdf\"\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     17\u001b[0m     \u001b[0mfileDestination\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;34m\"D:/LINKEDIN_DATA/NETWORKING/\"\u001b[0m\u001b[1;33m+\u001b[0m\u001b[0mname\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;34m\"network_\"\u001b[0m\u001b[1;33m+\u001b[0m\u001b[0mstr\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcounter\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;34m\".pdf\"\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 18\u001b[1;33m     \u001b[0mshutil\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmove\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcurrentFile\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mfileDestination\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     19\u001b[0m     \u001b[0mcounter\u001b[0m\u001b[1;33m+=\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     20\u001b[0m     \u001b[0mtime\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m3\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mIndexError\u001b[0m: list index out of range"
     ]
    }
   ],
   "source": [
    "counter=27\n",
    "for i in ALL:\n",
    "    driver.get(i)\n",
    "    time.sleep(3)\n",
    "    try:\n",
    "        more=driver.find_element_by_xpath('//button[@class=\"ml2 pv-s-profile-actions__overflow-toggle artdeco-button artdeco-button--muted artdeco-button--2 artdeco-button--secondary ember-view\"]')\n",
    "    except NoSuchElementException:\n",
    "        continue\n",
    "    driver.execute_script(\"arguments[0].click();\", more)\n",
    "    time.sleep(3)\n",
    "    save_pdf=more.find_elements_by_xpath('//span[@class=\"display-flex t-normal pv-s-profile-actions__label\"]')\n",
    "    driver.execute_script(\"arguments[0].click();\", save_pdf[1])\n",
    "    driver.find_element_by_tag_name('body').send_keys(Keys.ESCAPE)\n",
    "    driver.find_element_by_xpath(\"//button[@class='artdeco-toast-item__dismiss artdeco-button artdeco-button--circle artdeco-button--muted artdeco-button--1 artdeco-button--tertiary ember-view']\").click()\n",
    "    time.sleep(10)\n",
    "    currentFile = glob.glob(\"C:/Users/user/Downloads/\"+\"Profile\"+\".pdf\")\n",
    "    fileDestination = \"D:/LINKEDIN_DATA/NETWORKING/\"+name+\"network_\"+str(counter)+\".pdf\"\n",
    "    shutil.move(currentFile[0], fileDestination)\n",
    "    counter+=1\n",
    "    time.sleep(3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.to_excel(r'D:/CAPSTONE PROJECT/URL.xlsx',index=False)"
   ]
  }
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