wb wuzzuf.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "1f539d2c-2658-4eb5-9b2b-dc72185d8f08",
   "metadata": {},
   "outputs": [],
   "source": [
    "from selenium import webdriver\n",
    "from selenium.webdriver.common.by import By\n",
    "from selenium.common.exceptions import WebDriverException\n",
    "from urllib.parse import urlparse\n",
    "from bs4 import BeautifulSoup as bs\n",
    "from itertools import zip_longest\n",
    "import csv"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "40f77772-c067-49d2-8afc-9aedae5e3de3",
   "metadata": {},
   "outputs": [],
   "source": [
    "job_titles =[]\n",
    "companies = []\n",
    "locations = []\n",
    "job_types =[]\n",
    "time_posted_list = []\n",
    "links = []\n",
    "urls = []\n",
    "skills = []\n",
    "experiences= []\n",
    "education = []\n",
    "salaries =[]\n",
    "pages_url = []\n",
    "requierments = []\n",
    "job_categories= []\n",
    "sizes = []\n",
    "sectors =[]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "86bf7697-607e-4422-bd93-361bfd8d9b8a",
   "metadata": {},
   "outputs": [],
   "source": [
    "for i in range(0, 13):\n",
    "    page_num = str(i)\n",
    "    URL = f'https://wuzzuf.net/search/jobs/?a=hpb&q=data%20analyst&start={i}'\n",
    "    pages_url.append(URL)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "5b86f368-8e00-4a39-8d91-880596249edb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['https://wuzzuf.net/search/jobs/?a=hpb&q=data%20analyst&start=0',\n",
       " 'https://wuzzuf.net/search/jobs/?a=hpb&q=data%20analyst&start=1',\n",
       " 'https://wuzzuf.net/search/jobs/?a=hpb&q=data%20analyst&start=2',\n",
       " 'https://wuzzuf.net/search/jobs/?a=hpb&q=data%20analyst&start=3',\n",
       " 'https://wuzzuf.net/search/jobs/?a=hpb&q=data%20analyst&start=4',\n",
       " 'https://wuzzuf.net/search/jobs/?a=hpb&q=data%20analyst&start=5',\n",
       " 'https://wuzzuf.net/search/jobs/?a=hpb&q=data%20analyst&start=6',\n",
       " 'https://wuzzuf.net/search/jobs/?a=hpb&q=data%20analyst&start=7',\n",
       " 'https://wuzzuf.net/search/jobs/?a=hpb&q=data%20analyst&start=8',\n",
       " 'https://wuzzuf.net/search/jobs/?a=hpb&q=data%20analyst&start=9',\n",
       " 'https://wuzzuf.net/search/jobs/?a=hpb&q=data%20analyst&start=10',\n",
       " 'https://wuzzuf.net/search/jobs/?a=hpb&q=data%20analyst&start=11',\n",
       " 'https://wuzzuf.net/search/jobs/?a=hpb&q=data%20analyst&start=12']"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pages_url"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "0de4fad0-cbb0-4a83-b98d-a8e4f5ac1451",
   "metadata": {},
   "outputs": [],
   "source": [
    "URL1 = \"https://wuzzuf.net\"\n",
    "for URL in pages_url:\n",
    "    try:\n",
    "        driver = webdriver.Chrome('C:/Users/lenovo/Downloads/chromedriver')\n",
    "        driver.get(URL)\n",
    "        html = driver.page_source\n",
    "        soup = bs(html, 'html.parser')\n",
    "        containers = soup.find_all(\"div\", {\"class\": \"css-1gatmva e1v1l3u10\"})\n",
    "        for container in containers:\n",
    "            link = container.find(\"a\",{\"class\": \"css-o171kl\"})['href']\n",
    "            links.append(link)\n",
    "            jtitle = container.find(\"h2\",{'class': 'css-m604qf'}).text.strip()\n",
    "            job_titles.append(jtitle)\n",
    "            company = container.find(\"a\",{'class': 'css-17s97q8'}).text.strip()\n",
    "            companies.append(company)\n",
    "            location = container.find(\"span\",{'class': 'css-5wys0k'}).text.strip()\n",
    "            locations.append(location)\n",
    "            job_type = container.find(\"span\",{'class': 'css-1ve4b75 eoyjyou0'}).text.strip()\n",
    "            job_types.append(job_type)\n",
    "    except WebDriverException as e:\n",
    "        print(f\"Selenium Error: {e}\")\n",
    "    finally:\n",
    "        driver.quit()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "4ad4215a-c8a9-4efe-8f69-c2699ceda409",
   "metadata": {},
   "outputs": [],
   "source": [
    "for link in links:\n",
    "    link = link.replace(\"data analyst\", \"dataanalyst\")\n",
    "    url = URL1+link\n",
    "    urls.append(url)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "a81235f9-601e-4c0b-bb75-f75667409cde",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "179"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(urls)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "30e8bab5-87ef-477a-a91a-148c51fe9bdd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'https://wuzzuf.net/jobs/p/p5noThSFgX9G-Senior-Internal-Auditor-Egypt-Gold-Cairo-Egypt?o=179&l=sp&t=sj&a=dataanalyst|search-v3|hpb'"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "url"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "94f6124b-4e46-4a40-ae7e-3dba9d19802e",
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sector not found\n",
      "Size not found\n",
      "Sector not found\n",
      "Size not found\n",
      "Sector not found\n",
      "Size not found\n",
      "Sector not found\n",
      "Size not found\n",
      "Sector not found\n",
      "Sector not found\n",
      "Size not found\n",
      "Sector not found\n",
      "Size not found\n",
      "Sector not found\n",
      "Size not found\n",
      "Sector not found\n",
      "Size not found\n",
      "Sector not found\n",
      "Size not found\n",
      "Sector not found\n",
      "Size not found\n",
      "Sector not found\n",
      "Sector not found\n",
      "Size not found\n",
      "Sector not found\n",
      "Size not found\n"
     ]
    }
   ],
   "source": [
    "\n",
    "for url in urls:\n",
    "    try:\n",
    "        cdriver = webdriver.Chrome('C:/Users/lenovo/Downloads/chromedriver')\n",
    "        cdriver.get(url)\n",
    "        html1 = cdriver.page_source\n",
    "        s = bs(html1, 'html.parser')\n",
    "\n",
    "        sector_element = s.find(\"span\", {\"class\": \"css-xilyze\"})\n",
    "        if sector_element:\n",
    "            sector = sector_element.text.strip()\n",
    "            if sector:\n",
    "                sectors.append(sector)\n",
    "            else:\n",
    "                print('Sector found but has no text')\n",
    "        else:\n",
    "            print('Sector not found')\n",
    "\n",
    "        size_element = s.find(\"span\", {\"class\": \"css-nhiaul\"})\n",
    "        if size_element:\n",
    "            size = size_element.text.strip()\n",
    "            if size:\n",
    "                sizes.append(size)\n",
    "            else:\n",
    "                print('Size found but has no text')\n",
    "        else:\n",
    "            print('Size not found')\n",
    "\n",
    "        container1 = s.find_all(\"section\", {\"class\": \"css-3kx5e2\"})\n",
    "        for con1 in container1:\n",
    "            reqs = con1.find_all(\"span\", {\"class\": \"css-4xky9y\"})\n",
    "            requirements_concatenated = ', '.join(req.text.strip() for req in reqs)\n",
    "            if requirements_concatenated:\n",
    "                requierments.append(requirements_concatenated)\n",
    "\n",
    "        container2 = s.find_all(\"div\", {\"class\": \"css-s2o0yh\"})\n",
    "        for con2 in container2:\n",
    "            elements = con2.find_all(\"span\", {\"class\": \"css-158icaa\"})\n",
    "            skills_concatenated = ', '.join(el.text.strip() for el in elements)\n",
    "            if skills_concatenated:\n",
    "                skills.append(skills_concatenated)\n",
    "\n",
    "    except WebDriverException as e:\n",
    "        print(f\"Selenium Error: {e}\")\n",
    "    finally:\n",
    "        cdriver.quit()\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "053cd9a6-9706-4fad-8402-c91cb6f14366",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['https://wuzzuf.net/jobs/p/WzZbxbmubfiy-Senior-Business-Data-Analyst-Sky-Distribution-Giza-Egypt?o=1&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/d2v6ple0C3HK-Data-Analyst-ComeX-Engineering-Company-Giza-Egypt?o=2&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/oAeojd6r4dLe-Repair-Order-Specialist-Data-Analyst-OPPO-Egypt-Cairo-Egypt?o=3&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/dpavVx3F93M0-Export-Data-Analyst-Evyap-Egypt-Cairo-Egypt?o=4&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/7k3DCIljrI7h-Data-Analyst-CRIF-EGYPT-Cairo-Egypt?o=5&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/YaR2Xmzkf3ew-Data-Analyst-Cairo-Egypt?o=6&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/n997kYfXsf8i-Data-Analyst-Sharqia-Egypt?o=7&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/3oxRpqV88ldo-Junior-Data-Analyst---Remote-Work---US-Clients-InitRes-Cairo-Egypt?o=8&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/jXBoQUT0zvkC-Pricing-Analyst-Target-Recruitment-HR-Solutions-Cairo-Egypt?o=9&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/4IUIfXJal5H0-Data-Analyst-Giza-Egypt?o=10&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/Nb7N230HqyRl-Senior-Data-Analyst-BI-DWH-Masary-Cairo-Egypt?o=11&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/WEp5wWgBIbmU-Data-Analyst-Talaat-Moustafa-Group-Giza-Egypt?o=12&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/Cf6jvItpTzNU-Data-Analyst-Carina-Wear-Cairo-Egypt?o=13&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/BUxDKGgyVGMX-Data-Science-Data-Analyst-Machine-Learning-AI-Instructor-Trainer-Cairo-Egypt?o=14&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/CkLZD03qqg6F-Business-Analyst-Data-Analytics-Sutherland-Riyadh-Saudi-Arabia?o=15&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/DYtpX8MhqOug-Data-Analyst-Partner-More-Giza-Egypt?o=16&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/ej1ljysJVoqE-Senior-Software-Business-Analyst-ERP-Our-Education-Cairo-Egypt?o=17&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/XVvzse2rsA6B-Supply-Chain-Analyst-Giza-Seeds-and-Herbs-Giza-Egypt?o=18&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/UXflPD4SFhpN-Marketing-Analyst-Al-Asdekaa-Group-for-Dairies-Production-and-Trading-Alexandria-Egypt?o=19&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/yxDmMy8amM5u-Sales-Analyst-Nahdet-Misr-Publishing-Group-Giza-Egypt?o=20&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/0lmd2mAfxytE-MIS-Analyst-Majorel-Egypt-Cairo-Egypt?o=21&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/OhatgoDY3WP4-Business-Analyst-Youxel-Cairo-Egypt?o=22&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/uZwdD3gMvijM-Senior-Business-Analyst-banking---In-KSA-Ejada-Cairo-Egypt?o=23&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/hskV4BLbEmBq-Quality-Assurance-Analyst-Fawry-for-Banking-Technology-and-Electronic-Payments-S-A-E-Giza-Egypt?o=24&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/7iLNQ1MDHJHG-Data-Analyst-Memaar-Alashraaf-Cairo-Egypt?o=25&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/BjDXuSuCzHhG-Business-Analyst-Team-Leader-Procrew-Alexandria-Egypt?o=26&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/NPwdAn3jPEK0-Quality-Control-Analyst---Badr-City-Hikma-Pharmaceuticals-Cairo-Egypt?o=27&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/pfSTTAp2c4yF-System-Analyst-QARA-Cairo-Egypt?o=28&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/N0IvesvOBp3W-Sales-Analyst-COLORS-Cairo-Egypt?o=29&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/NSMcueDkbB1f-Financial-Analyst-Alexandria-Business-Association--SMEs-Project-Alexandria-Egypt?o=30&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/SOSrW5NLOtPp-Master-Data-Analytics-and-Insights-Senior-Officer-Ghabbour-Auto-Giza-Egypt?o=31&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/SDEh4Y6bGcUt-Social-Media-Data-Analyst-Cairo-Egypt?o=32&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/vJR7j7BznRjI-Software-Business-Analyst-Wapel-Software-Cairo-Egypt?o=33&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/giN5Y0FYdDbG-ERP-System-Analyst-Xceed-Cairo-Egypt?o=34&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/50lyrh2qbkPa-Senior-Financial-Analyst-Future-Group-Giza-Egypt?o=35&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/VrN0USSoJwxV-Senior-IT-Network-Analyst-Port-Said-Egypt?o=36&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/gtVt1kQfQK0x-Fitness-Data-Collection-Coordinator-Analyst-TEMPO-Cairo-Egypt?o=37&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/uxvsYaeDJjkr-Sales-Analyst-TK-AGRO-PRIVATE-LIMITED-Cairo-Egypt?o=38&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/TETBy1AbtthA-Financial-Analyst-London-International-Patient-Services-Cairo-Egypt?o=39&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/mJfIWFRqPpIh-Financial-Analyst-Zeina-Group-Giza-Egypt?o=40&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/ySvGowysooV4-Data-Analyst-Circle-K-Cairo-Egypt?o=41&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/hGOtojD01ctN-Quality-Assurance-Analyst-Rotografia-Giza-Egypt?o=42&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/h5ROknyvNqhx-Junior-Supply-Chain-Specialist-Retail-MINISO-LIFE-Cairo-Egypt?o=43&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/HXCmT6EmGfuk-Business-Analyst-EGIC-Cairo-Egypt?o=44&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/ew4r7PbKkyHX-Financial-Analyst-Cairo-Egypt?o=45&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/wRiCi3WvKK8O-Senior-Treasury-Analyst-LOLC-EL-OULA-MICROFINANCE-EGYPT’-Cairo-Egypt?o=46&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/EfDDgSsCzzXd-Admin-Performance-Analyst-Nile-University-Giza-Egypt?o=47&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/UHkZMFqkoFuz-Senior-Data-Analyst-Sceel-io-Cairo-Egypt?o=48&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/AUgrZn1UJzu8-Data-Scientist-3Sixty-Giza-Egypt?o=49&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/9x8xV0DOezIX-Financial-Analyst-Turbo-Egypt-Compression-Cairo-Egypt?o=50&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/internship/7KR5tT4MXeAP-Business-Analyst-Intern-3S-Software-Cairo-Egypt?o=51&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/3wYW7k67SFiS-Business-Analyst-Global-Computer-Services-Muscat-Oman?o=52&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/dzJ2eWImOB5i-Data-Entry-Specialist-Tripathon-Cairo-Egypt?o=53&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/Kgbqr6qtklJC-Financial-Analyst---Innoventures-Cultiv-Cairo-Egypt?o=54&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/dWG114XDGO3z-Group-SOC-Senior-Analyst-Network-International--Egypt-Cairo-Egypt?o=55&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/928cMH3DzOvu-Business-Intelligence-Analyst-BI-Analyst-Cairo-Egypt?o=56&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/kq8JbepDqspQ-Senior-Data-Engineer-Erada-Cairo-Egypt?o=57&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/MR0klmeED11j-Software-Business-Analyst-Cairo-Egypt?o=58&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/MFqcov65Qd75-Financial-Analyst---Economic-Researcher-Qalubia-Egypt?o=59&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/4dDn9GXFd3aZ-Pricing-Analyst-Etisalat-Egypt-Cairo-Egypt?o=60&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/QU87RLjf9cIW-Actuarial-Analyst-Misr-Insurance-Co-Giza-Egypt?o=61&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/o2yZQ2BB12T3-Oracle-Big-data-administrator-with-HBase-administration-experience-Cairo-Egypt?o=62&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/CDKqoKq36krk-Financial-Reporting-and-Budget-Analyst-Fujairah-Culture-and-Media-Authority-Al-Fujayrah-United-Arab-Emirates?o=63&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/Cm7CiEJxNiln-Call-Center-Quality-Assurance-Senior-Analyst-Mubasher-Cairo-Egypt?o=64&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/s2WtZELKOfAa-Credit-Analyst-Sky-Holding-Cairo-Egypt?o=65&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/hRR2XdfqOHTd-Information-Security-Analyst-Masary-Cairo-Egypt?o=66&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/IP3bv8Emc1Sg-Strategy-and-Business-Analyst-Naqla-Cairo-Egypt?o=67&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/jcTxbhbj3WPp-SOC-Analyst-Link-Datacenter-Giza-Egypt?o=68&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/MEBg0L6xwQnW-Senior-Business-Analyst-Johnson-Controls-Cairo-Egypt?o=69&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/ZyIudwAoyNFW-Data-Scientist-Paymob-Solutions-Cairo-Egypt?o=70&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/lB5KZsqHD5zr-Senior-Data-Scientist-Hybrid-Seoudi-Supermarket-Giza-Egypt?o=71&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/IWyQqq58DtZi-Senior-Quality-Assurance-Analyst-Banking-Lending-functionalities-Expleo-Cairo-Egypt?o=72&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/5oMLAdJTP8DC-Technical-Business-Analyst-Integrated-Technology-Group-Cairo-Egypt?o=73&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/OEgJ42YkQvgc-Business-Analyst-Mubasher-Cairo-Egypt?o=74&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/RLW7VvhYbbxG-pricing-analyst-Sky-Distribution-Giza-Egypt?o=75&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/a3GWW8G35rXO-Financial-Analyst-Cairo-Egypt?o=76&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/BBfJLtqwVQL3-Budget-Analyst-Somabay-Red-Sea-Egypt?o=77&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/ArvBCXQleAuh-SAP-Data-Entry-Egyptian-For-Cosmetics-Dakahlia-Egypt?o=78&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/UjAkkp5FdTrL-Cost-Control-engineer-MAC-EGYPT-REAL-ESTATE-CO-Cairo-Egypt?o=79&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/GHbz2QtEckHB-SOC-Analyst-Al-Ahly-capital-holding---Al-Ahly-Tamkeen-Cairo-Egypt?o=80&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/8ScL6bFeRdvn-Group-Financial-Analyst-Cairo-Three-A-for-International-Industries-Cairo-Egypt?o=81&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/0AMjFH90dSin-Financial-Analyst-B-TECH-Cairo-Egypt?o=82&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/Soylj9RYLTpB-Cost-Accountant-TEPCO-S-A-E-Giza-Egypt?o=83&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/AoU7p9RiisAD-Cost-Controler-Arabian-Advanced-Systems-Cairo-Egypt?o=84&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/Az2ojVNKuU2M-Business-Analyst-Inova-LLC-Alexandria-Egypt?o=85&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/9L85bf9arG3e-Junior-System-Analyst-National-Technology-Cairo-Egypt?o=86&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/HOUfZdSIdiS3-AIML-Engineer-with-Financial-Background-Erada-Cairo-Egypt?o=87&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/s9t3TzfuZOVa-SSIS-Data-Engineer-SANTECHTURE-Cairo-Egypt?o=88&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/TTIvTbDOgvj8-Cost-Accountant-Shifa-Egypt-Cairo-Egypt?o=89&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/a3vhdCi7naaA-Internal-Auditor-Cairo-Egypt?o=90&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/3Txa8Y30LcR6-Senior-Big-Data-Engineer-Fawry-for-Banking-Technology-and-Electronic-Payments-S-A-E-Giza-Egypt?o=91&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/5gxht0RXHVZl-Deputy-Internal-Audit-Manager-Gharbia-Egypt?o=92&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/8wNR1keSKgFD-Power-BI-Developer-BI-Technologies-Cairo-Egypt?o=93&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/czY0TVbP6DOm-Frontend-Development-Lead-Nugttah-Cairo-Egypt?o=94&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/9YLzOQyMkXFg-Quality-Assurance-Head-Healthy-Milk-Sharqia-Egypt?o=95&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/ILZhEBmitgNP-Senior-BI-Modeler-Ejada-Cairo-Egypt?o=96&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/JztVJirrWpkN-Senior-Business-Intelligence-Developer-Hands-of-Hope-Physical-Therapy-Wellness-Cairo-Egypt?o=97&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/Kj907kxtvkxK-Material-Planner-Happy-Vision-Giza-Egypt?o=98&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/ougVnuDcJ9tt-Senior-Consultant---Microsoft-Dynamics-365-HR-Payroll-Jeddah-Saudi-Arabia?o=99&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/NbH9WfgkuNux-Foreign-Purchasing-Specialist-Naguib-Selim-Cairo-Egypt?o=100&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/AN3HklGYnERp-Web-Application-Developer-Nile-University-Giza-Egypt?o=101&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/PoKTqcmHO9if-Senior-Cost-Accountant-Technical-Co-For-Engineering-and-Feeding-Industries-Cairo-Egypt?o=102&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/T9W0FbrMyC13-CVM-Supervisor-B-TECH-Cairo-Egypt?o=103&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/sjnyJOfE6VkP-Market-Researcher---French-language-Speaker-Infotech-Cairo-Egypt?o=104&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/28AqVSPLg1s0-Market-Researcher---English-language-Speaker-Infotech-Cairo-Egypt?o=105&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/AXdXU9YqnUfx-Cost-Accountant-Red-Sea-Egypt?o=106&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/rWjMwP1PXxBc-Senior-Cost-Accountant-Chema-Foam-Sharqia-Egypt?o=107&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/zOA8C8zYtW4o-NET-core-Developer-Aphrie-Cairo-Egypt?o=108&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/pDpb7LblaqnT-Senior-Internal-Auditor-El-Nasr-Group-Cairo-Egypt?o=109&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/ZwA3K346wrsV-Cost-Accountant-Wham-Clinics-Alexandria-Egypt?o=110&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/XmydELYbdwDQ-Tax-Accountant-Exp-Contracting-AlGammal-Contracting-Cairo-Egypt?o=111&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/AFAyzY1GmaLB-Senior-Microsoft-SQL-Server-DBA-Al-Ahly-capital-holding---Al-Ahly-Tamkeen-Cairo-Egypt?o=112&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/R2REGeIkc7Jm-Senior-Financial-Auditor-MBCC-Egypt-Cairo-Egypt?o=113&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/uQctIZkHbnDW-Oracle-Financial-Consultant-Fusion-Dart-Technology-Cairo-Egypt?o=114&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/XI4QcRbyz7aN-Utilization-Review-Specialist-Beyond-Solution-Cairo-Egypt?o=115&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/ShIQAlSNwy8S-Financial-Planning-And-Analysis-Senior-Manager-Cairo-Egypt?o=116&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/fvT4ECpegNlp-Senior-Full-Stack-Developer-3S-Software-Cairo-Egypt?o=117&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/pp9XEfQfCKZ8-Internal-Auditor-Cairo-Egypt?o=118&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/1zRkkfXQ0d4g-Oracle-SCM-Consultant-Fusion-Dart-Technology-Cairo-Egypt?o=119&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/mSTapCj902Wa-ARC-GIS-Developer---Mansoura-qTech-Dakahlia-Egypt?o=120&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/GKNvqCkHxqYZ-GIS-Specialist-Fawry-for-Banking-Technology-and-Electronic-Payments-S-A-E-Giza-Egypt?o=121&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/aq9z8VGk2xKI-Financial-Planning-Analysis-Supervisor-Aman-Giza-Egypt?o=122&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/qi3a7wviTImM-Social-media-specialist-Account-Manager-Ms-egy-Alexandria-Egypt?o=123&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/Km6OsTklJ1xY-IBM-IIB-Integration-ACE-Developer-Royal-Cyber-Riyadh-Saudi-Arabia?o=124&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/i0JNMb46MCUk-Quality-Assurance-Specialist-Nile-University-Giza-Egypt?o=125&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/6JdY34bER1lO-Senior-Full-Stack-Developer-Team-Leader-Dynamicslink-Cairo-Egypt?o=126&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/5ZnbGxjsytZ6-Financial-Auditor-Saudi-firmness-Cairo-Egypt?o=127&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/Kdmsu2I9Q224-Tax-Accountant-SCIB-Paints-Giza-Egypt?o=128&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/hPTjsRnR09Wd-Full-Stack-developer---NextJS-NodeJS-Wapel-Software-Cairo-Egypt?o=129&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/internship/UTO2fZENOVvx-Internship-Opportunity-Media-Buyer-for-Google-Ads-and-Instagram-Tapleto-Host-Cairo-Egypt?o=130&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/Do6Qw6tvhsYC-SEO-Executive-Find-my-Helper-Cairo-Egypt?o=131&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/GbnR5uzE2URH-Search-Engine-Specialist-SEOSEM-World-Trip-Deal-Giza-Egypt?o=132&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/a39svjuiStk1-Cost-Accountant-Giza-Egypt?o=133&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/ySJLaVxyUQho-Senior-Full-Stack-Developer-Dynamicslink-Cairo-Egypt?o=134&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/VWRXg3ImTpS0-Cost-Accountant-Al-Rowad-for-Plastic-Pipes-Cairo-Egypt?o=135&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/E1RvOb5tP0ZK-Internal-Auditor-Cairo-Egypt?o=136&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/7DIPLXixohzF-Mean-Stack-Developer-Contellect-Cairo-Egypt?o=137&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/DTwXXKfwa1UF-Senior-AI-Machine-learning-Engineer-intella-Giza-Egypt?o=138&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/x9hMtPNTk9BA-Senior-Software-Engineer---Backend-PHPLaravel-Details-Digital-Cairo-Egypt?o=139&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/FyoXxgEn3XJx-Financial-Planning-Analysis-Section-Head-Nahdet-Misr-Publishing-Group-Giza-Egypt?o=140&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/iWumdnrcVy4K-Microsoft-Dynamics-CRM-On-Premises-Developer-Abdal-Human-Resources-Riyadh-Saudi-Arabia?o=141&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/VNaSVQhtt2sY-GIS-Specialist-Egyptian-Countryside-Development-Company-Cairo-Egypt?o=142&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/zWeUA0Py0jfQ-Accounting-Supervisor-Giza-Egypt?o=143&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/XUOhxzSk7tvq-Economic-Researcher-Alexandria-Business-Association-Alexandria-Egypt?o=144&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/c3t3vNMqVEqx-Solution-Architect-Microsoft-Dynamics-AX365-Finance-Jeddah-Saudi-Arabia?o=145&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/cb4BanpVmeqn-Backend-Developer-phplaravel-Thaka-International-Cairo-Egypt?o=146&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/fdOjropmutgt-Senior-React-Native-Developer-Our-Education-Cairo-Egypt?o=147&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/Z0LytuExYbe9-Senior-Full-Stack-Developer-EIS-Giza-Egypt?o=148&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/1nf6YbjBTOel-Junior-Planning-and-Budgeting-Specialist-Tamweely-Cairo-Egypt?o=149&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/MMCBHjvlQqj1-Internal-Financial-Auditor-Giza-Egypt?o=150&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/5fGMrRVHKeB3-Senior-Cost-Accountant---Industry-Sharqia-Egypt?o=151&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/4NzL04gujY49-Internal-Auditor-Preferably-Experience-Contracting-AlGammal-Contracting-Cairo-Egypt?o=152&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/T7FRhDhOcmuO-Field-Researcher-Suplyd-Cairo-Egypt?o=153&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/b1il6OOiFAza-Survey-Engineer-Egyptian-Countryside-Development-Company-Cairo-Egypt?o=154&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/sGp7kavepe5U-Credit-Analysis-Senior-Officer-A-T-Lease-Egypt-Giza-Egypt?o=155&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/d8JZL5pEnDmn-Senior-Xamarin-Developer-onsite-Cairo-Egypt?o=156&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/u3vovzHhNqdS-Cost-Accountant-Alex-international-Company-Alexandria-Egypt?o=157&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/dFmmMYTFoIsU-Full-Stack-Developer-NET-core-Angular-8-Onsite-Cairo-Egypt?o=158&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/cCP7qUkvUF7p-Full-Stack-Developer-PEAN-Cairo-Egypt?o=159&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/xC7bDJhU5tP5-Marketing-Specialist-Digital-Marketing-Social-Media-NCC-X-calibur-Cairo-Egypt?o=160&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/MHAFtHo6I3FY-Senior-Tax-Accountant-Cairoscan-Giza-Egypt?o=161&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/qjnGnRj4fdR6-Financial-Editor-Argaam-Giza-Egypt?o=162&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/3tLlIgQiUZ0W-Project-Administrator-MENA-INTEL-Cairo-Egypt?o=163&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/9gtWEhHcvfJc-Senior-full-stack-developer-Java-Youxel-Cairo-Egypt?o=164&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/r2nXfj3yBvDl-Tax-Senior-Accountant-Naiem-Thabet-ElOxory-Partners-Cairo-Egypt?o=165&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/UbWOqZOdJKb8-SMEs-Credit-Risk-Team-Leader-Tasaheel-Finance-Giza-Egypt?o=166&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/preyu9XQu3uS-Oracle-SCM-Track-Lead-Dart-Technology-Cairo-Egypt?o=167&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/AOw1cWH5iwSr-Pre-Sales-Engineer-United-Delta-Systems-Cairo-Egypt?o=168&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/C1ld41oDAs3N-Full-Stack-Java-Developer-Ejada-Cairo-Egypt?o=169&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/ZuCRju6tY4Dp-Food-Policy-and-Regulatory-Affairs-Associate-Land-Olakes-Cairo-Egypt?o=170&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/ZvR1stMhZejA-Application-Support-Specialist-Al-Ahly-Medical-Company-Giza-Egypt?o=171&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/O28PhyBY9V4j-Head-of-Equity-Research-Tycoon-Securities-Cairo-Egypt?o=172&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/8P1uthLzhVT3-Tax-Accountant-Delta-for-construction-and-rebuilding-Cairo-Egypt?o=173&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/q0oMtrF3gnIm-Business-Development-Specialist---Financial-Argaam-Giza-Egypt?o=174&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/AkwsrUlviI6Z-Full-Stack-Developer---Django-Sword-Egypt-Cairo-Egypt?o=175&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/WLp0D2d8lpBN-ERPNEXT-Consultant-Data-Value-Cairo-Egypt?o=176&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/z28sX1Khv6cI-Full-Stack-NET-Developer-Integrated-Technology-Group-Cairo-Egypt?o=177&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/B4YCTAeS0WZl-Statistician-Nile-University-Giza-Egypt?o=178&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/VZfsiUT92PLI-Costing-Accountant-Neisco-for-Modern-Water-Systems-Production-Cairo-Egypt?o=179&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/3ek0XE2eomLs-Full-Stack-Developer-AJ-Cairo-Egypt?o=180&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/A9ovV5egp7uu-Senior-Internal-Auditor-Baheya-Foundation-Giza-Egypt?o=181&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/UdLlJ0iItAVu-Internal-Auditor-Cairo-Egypt?o=182&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/WCXD7KnM9LJM-Regional-Account-Relationship-Team-lead-Fawry-for-Banking-Technology-and-Electronic-Payments-S-A-E-Luxor-Egypt?o=183&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/tzVZ5n5XpAbu-Receivables-Accountant-Aman-Holding-Cairo-Egypt?o=184&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/HVCV55dnX9vt-Chief-Technology-Officer---CTO---American-Company-Remotely-AZLink-Logistics-Solutions-Corp-Dallas-United-States?o=185&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/p5noThSFgX9G-Senior-Internal-Auditor-Egypt-Gold-Cairo-Egypt?o=186&l=sp&t=sj&a=dataanalyst|search-v3|hpb',\n",
       " 'https://wuzzuf.net/jobs/p/Fjwq6Ib2qIDc-Node-js-Backend-Developer-Alexandria-Caduceus-Lane-Alexandria-Egypt?o=187&l=sp&t=sj&a=dataanalyst|search-v3|hpb']"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "urls"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "f5322f33-7109-4643-b9ba-e1c5d929fb32",
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   },
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    {
     "data": {
      "text/plain": [
       "['Senior Business Data Analyst',\n",
       " 'Data Analyst',\n",
       " 'Repair Order Specialist (Data Analyst)',\n",
       " 'Export Data Analyst',\n",
       " 'Data Analyst',\n",
       " 'Data Analyst',\n",
       " 'Data Analyst',\n",
       " 'Junior Data Analyst - Remote Work - US Clients',\n",
       " 'Pricing Analyst',\n",
       " 'Data Analyst',\n",
       " 'Senior Data Analyst (BI & DWH)',\n",
       " 'Data Analyst',\n",
       " 'Data Analyst',\n",
       " 'Data Science [ Data Analyst / Machine Learning / AI ] Instructor ( Trainer )',\n",
       " 'Business Analyst, Data Analytics',\n",
       " 'Data Analyst',\n",
       " 'Supply Chain Analyst',\n",
       " 'Senior Software Business Analyst / ERP',\n",
       " 'Marketing Analyst',\n",
       " 'Sales Analyst',\n",
       " 'MIS Analyst',\n",
       " 'Business Analyst',\n",
       " 'Senior Business Analyst (banking) - In KSA',\n",
       " 'Quality Assurance Analyst',\n",
       " 'Data Analyst',\n",
       " 'Business Analyst Team Leader',\n",
       " 'Quality Control Analyst - Badr City',\n",
       " 'System Analyst',\n",
       " 'Financial Analyst',\n",
       " 'Sales Analyst',\n",
       " 'Social Media Data Analyst',\n",
       " 'Software Business Analyst',\n",
       " 'ERP System Analyst',\n",
       " 'Senior Financial Analyst',\n",
       " 'Senior IT Network Analyst',\n",
       " 'Fitness Data Collection Coordinator/ Analyst',\n",
       " 'Sales Analyst',\n",
       " 'Financial Analyst',\n",
       " 'Financial Analyst',\n",
       " 'Junior Supply Chain Specialist (Retail)',\n",
       " 'Quality Assurance Analyst',\n",
       " 'Data Analyst',\n",
       " 'Business Analyst',\n",
       " 'Financial Analyst',\n",
       " 'Senior Treasury Analyst',\n",
       " 'Admin Performance Analyst',\n",
       " 'Data Scientist',\n",
       " 'Financial Analyst',\n",
       " 'Business Analyst Intern',\n",
       " 'Business Analyst',\n",
       " 'Data Entry Specialist',\n",
       " 'Financial Analyst - Innoventures',\n",
       " 'Group SOC Senior Analyst',\n",
       " 'Senior Data Engineer',\n",
       " 'Software Business Analyst',\n",
       " 'Financial Analyst - Economic Researcher',\n",
       " 'Pricing Analyst',\n",
       " 'Actuarial Analyst',\n",
       " 'Oracle Big data administrator with HBase administration experience',\n",
       " 'Financial Reporting and Budget Analyst',\n",
       " 'Call Center Quality Assurance Senior Analyst',\n",
       " 'Credit Analyst',\n",
       " 'Information Security Analyst',\n",
       " 'Strategy and Business Analyst',\n",
       " 'SOC Analyst',\n",
       " 'Senior Business Analyst',\n",
       " 'Data Scientist',\n",
       " 'Senior Data Scientist (Hybrid)',\n",
       " 'Senior Quality Assurance Analyst | Banking | Lending functionalities',\n",
       " 'Technical Business Analyst',\n",
       " 'Business Analyst',\n",
       " 'pricing analyst',\n",
       " 'Financial Analyst',\n",
       " 'SAP Data Entry',\n",
       " 'Budget Analyst',\n",
       " 'Cost Control engineer',\n",
       " 'SOC Analyst',\n",
       " 'Cost Accountant',\n",
       " 'Group Financial Analyst',\n",
       " 'Cost Controler',\n",
       " 'AI/ML Engineer (with Financial Background)',\n",
       " 'SSIS-Data Engineer',\n",
       " 'Cost Accountant',\n",
       " 'Internal Auditor',\n",
       " 'Senior Big Data Engineer',\n",
       " 'Deputy Internal Audit Manager',\n",
       " 'Power BI Developer',\n",
       " 'Frontend Development Lead',\n",
       " 'Quality Assurance Head',\n",
       " 'Senior BI Modeler',\n",
       " 'Senior Business Intelligence Developer',\n",
       " 'Material Planner',\n",
       " 'Senior Consultant - Microsoft Dynamics 365 HR & Payroll',\n",
       " 'Foreign Purchasing Specialist',\n",
       " 'Web Application Developer',\n",
       " 'Senior Cost Accountant',\n",
       " 'CVM Supervisor',\n",
       " 'Market Researcher - French language Speaker',\n",
       " 'Market Researcher - English language Speaker',\n",
       " 'Cost Accountant',\n",
       " 'Senior Cost Accountant',\n",
       " '.NET core Developer',\n",
       " 'Senior Internal Auditor',\n",
       " 'Cost Accountant',\n",
       " 'Tax Accountant (Exp. Contracting)',\n",
       " 'Senior Microsoft SQL Server DBA',\n",
       " 'Senior Financial Auditor',\n",
       " 'Oracle Financial Consultant (Fusion)',\n",
       " 'Financial Planning And Analysis Senior Manager',\n",
       " 'Senior Full Stack Developer',\n",
       " 'Utilization Review Specialist',\n",
       " 'Internal Auditor',\n",
       " 'Oracle SCM Consultant (Fusion)',\n",
       " 'GIS Specialist',\n",
       " 'Financial Planning & Analysis Supervisor',\n",
       " 'Social media specialist ( Account Manager )',\n",
       " 'ARC GIS Developer - Mansoura',\n",
       " 'IBM IIB Integration ACE Developer',\n",
       " 'Senior Full Stack Developer (Team Leader)',\n",
       " 'Quality Assurance Specialist',\n",
       " 'Financial Auditor',\n",
       " 'Full Stack developer - NextJS & NodeJS',\n",
       " 'Tax Accountant',\n",
       " 'Internship Opportunity: Media Buyer for Google Ads and Instagram',\n",
       " 'SEO Executive',\n",
       " 'Search Engine Specialist SEO/SEM',\n",
       " 'Senior Full Stack Developer',\n",
       " 'Cost Accountant',\n",
       " 'Cost Accountant',\n",
       " 'Internal Auditor',\n",
       " 'Mean Stack Developer',\n",
       " 'Senior AI & Machine learning Engineer',\n",
       " 'Senior Software Engineer - Backend (PHP/Laravel)',\n",
       " 'Financial Planning & Analysis Section Head',\n",
       " 'Microsoft Dynamics CRM On-Premises Developer',\n",
       " 'GIS Specialist',\n",
       " 'Accounting Supervisor',\n",
       " 'Economic Researcher',\n",
       " 'Solution Architect , Microsoft Dynamics AX/365 Finance',\n",
       " 'Backend Developer php/laravel',\n",
       " 'Senior React Native Developer',\n",
       " 'Senior Full Stack Developer',\n",
       " 'Junior Planning and Budgeting Specialist',\n",
       " 'Internal Financial Auditor',\n",
       " 'Senior Cost Accountant - Industry',\n",
       " 'Internal Auditor (Preferably Experience Contracting)',\n",
       " 'Field Researcher',\n",
       " 'Survey Engineer',\n",
       " 'Credit Analysis /Senior Officer',\n",
       " 'Senior Xamarin Developer-(onsite)',\n",
       " 'Cost Accountant',\n",
       " 'Full Stack Developer (.NET core , Angular 8+) Onsite',\n",
       " 'Full Stack Developer (PEAN)',\n",
       " 'Marketing Specialist (Digital Marketing & Social Media)',\n",
       " 'Senior Tax Accountant',\n",
       " 'Financial Editor',\n",
       " 'Project Administrator',\n",
       " 'Senior full stack developer (Java)',\n",
       " 'Tax Senior Accountant',\n",
       " 'SMEs Credit Risk Team Leader',\n",
       " 'Oracle SCM Track Lead',\n",
       " 'Pre Sales Engineer',\n",
       " 'Full Stack Java Developer',\n",
       " 'Food Policy and Regulatory Affairs Associate',\n",
       " 'Application Support Specialist',\n",
       " 'Tax Accountant',\n",
       " 'Head of Equity Research',\n",
       " 'Business Development Specialist - Financial',\n",
       " 'Full Stack Developer - Django',\n",
       " 'ERPNEXT Consultant',\n",
       " 'Full Stack .NET Developer',\n",
       " 'Statistician',\n",
       " 'Costing Accountant',\n",
       " 'Full Stack Developer',\n",
       " 'Senior Internal Auditor',\n",
       " 'Internal Auditor',\n",
       " 'Regional Account Relationship Team lead',\n",
       " 'Receivables Accountant',\n",
       " 'Senior Internal Auditor']"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "4d4e7f8e-3d20-4ada-8f05-294b9b54f85a",
   "metadata": {},
   "outputs": [],
   "source": [
    "file_list = [job_titles,locations,requierments,skills,companies,sizes,sectors,urls]\n",
    "exported = zip_longest(*file_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "55c19542-7119-4967-ad10-7f4609b7d9d3",
   "metadata": {},
   "outputs": [],
   "source": [
    "with open(r\"C:/Users/lenovo/python learning/indeed Job data.csv\", \"w\",newline = '',encoding = \"utf-8\") as my_file:\n",
    "    wr = csv.writer(my_file,delimiter=',', lineterminator='\\n')\n",
    "    wr.writerow([\"Job Title\",\"Location\",\"Requierments\",\"Skills\",\"Company Name\",\"Company Size\",\"Sector\",\"URL\"])\n",
    "    wr.writerows(exported)"
   ]
  }
 ],
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