{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "65ca02b6",
   "metadata": {},
   "outputs": [],
   "source": [
    "!pip install requests beautifulsoup4"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "504caaa9",
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests\n",
    "from bs4 import BeautifulSoup\n",
    "\n",
    "url = \"https://www.linkedin.com/posts/irohitmathur_leadership-valuecreation-customerexperience-activity-7420288090239430656-1nt_?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\"\n",
    "\n",
    "response = requests.get(url)\n",
    "soup = BeautifulSoup(response.text, \"html.parser\")\n",
    "\n",
    "paragraphs = soup.find_all(\"p\")\n",
    "text = \"\\n\".join(p.get_text(strip=True) for p in paragraphs)\n",
    "\n",
    "print(text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "eca7e990",
   "metadata": {},
   "outputs": [],
   "source": [
    "text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d01a2305",
   "metadata": {},
   "outputs": [],
   "source": [
    "!pip install newspaper3k\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1b2bb5b9",
   "metadata": {},
   "outputs": [],
   "source": [
    "from newspaper import Article\n",
    "\n",
    "url = \"https://www.linkedin.com/posts/irohitmathur_leadership-valuecreation-customerexperience-activity-7420288090239430656-1nt_?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\"\n",
    "\n",
    "article = Article(url)\n",
    "article.download()\n",
    "article.parse()\n",
    "\n",
    "print(article.text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "75e01437",
   "metadata": {},
   "outputs": [],
   "source": [
    "!pip install \"lxml[html_clean]\"\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "655ca5fd",
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests\n",
    "from readability import Document\n",
    "from bs4 import BeautifulSoup\n",
    "\n",
    "url = \"https://www.linkedin.com/posts/irohitmathur_leadership-valuecreation-customerexperience-activity-7420288090239430656-1nt_?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\"\n",
    "\n",
    "response = requests.get(url)\n",
    "doc = Document(response.text)\n",
    "\n",
    "clean_html = doc.summary()\n",
    "\n",
    "soup = BeautifulSoup(clean_html, \"html.parser\")\n",
    "main_text = soup.get_text(separator=\"\\n\", strip=True)\n",
    "\n",
    "print(main_text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3b404633",
   "metadata": {},
   "outputs": [],
   "source": [
    "import sys\n",
    "!{sys.executable} -m pip install readability-lxml lxml_html_clean"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "16fd7dc9",
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests\n",
    "from readability import Document\n",
    "from bs4 import BeautifulSoup\n",
    "\n",
    "url = \"https://www.linkedin.com/posts/irohitmathur_leadership-valuecreation-customerexperience-activity-7420288090239430656-1nt_?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\"\n",
    "\n",
    "response = requests.get(url)\n",
    "doc = Document(response.text)\n",
    "\n",
    "clean_html = doc.summary()\n",
    "\n",
    "soup = BeautifulSoup(clean_html, \"html.parser\")\n",
    "main_text = soup.get_text(separator=\"\\n\", strip=True)\n",
    "\n",
    "print(main_text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "af477695",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing 1: https://www.linkedin.com/posts/irohitmathur_leadership-valuecreation-customerexperience-activity-7420288090239430656-1nt_?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\n",
      "Processing 2: https://www.linkedin.com/posts/irohitmathur_happiestminds-fitness-fun-activity-7416213639692574720-qquz?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\n",
      "Processing 3: https://www.linkedin.com/posts/irohitmathur_leadership-focus-growthmindset-activity-7415973073297879040-MML9?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\n",
      "Processing 4: https://www.linkedin.com/posts/irohitmathur_over-dinner-a-few-weeks-ago-the-kids-started-activity-7409102031686406145-HNSw?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\n",
      "Processing 5: https://www.linkedin.com/posts/irohitmathur_when-math-met-music-and-ai-stepped-in-activity-7402581316082331650-TLT8?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\n",
      "Processing 6: https://www.linkedin.com/posts/irohitmathur_fight-flight-or-focus-managing-your-activity-7400391807672573952-2lTL?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\n",
      "Processing 7: https://www.linkedin.com/posts/irohitmathur_foster-a-culture-of-gratitude-activity-7396319239118209024-WVEa?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\n",
      "Processing 8: https://www.linkedin.com/posts/irohitmathur_fairness-choices-and-the-lessons-kids-teach-activity-7376438087670947840-xkf5?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\n",
      "Processing 9: https://www.linkedin.com/posts/irohitmathur_value-of-persistence-and-the-fight-to-save-activity-7372091546634153986-QD30?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\n",
      "Processing 10: https://www.linkedin.com/posts/irohitmathur_have-you-ever-misread-silence-only-to-later-activity-7360501772957704192-W-uR?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\n",
      "Processing 11: https://www.linkedin.com/posts/irohitmathur_lawrence-a-bossidy-who-led-a-major-corporate-activity-7359793058898456576-oGN1?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\n",
      "Processing 12: https://www.linkedin.com/posts/irohitmathur_from-tears-to-triumph-a-lesson-in-letting-activity-7354701247632846848-98Mv?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\n",
      "Processing 13: https://www.linkedin.com/posts/irohitmathur_sales-artificialintelligence-humanedge-activity-7337640384396726273-cTPd?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\n",
      "Processing 14: https://www.linkedin.com/posts/irohitmathur_leadership-empowerment-initiative-activity-7330798094042693634-aejp?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\n",
      "Processing 15: https://www.linkedin.com/posts/irohitmathur_emotionalintelligence-mentalhealth-productivity-activity-7329189133396901888-MLkh?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\n",
      "Processing 16: https://www.linkedin.com/posts/irohitmathur_i-coached-in-the-nfl-for-years-this-is-the-activity-7324270809378627584-hTC1?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\n",
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      "Processing 19: https://www.linkedin.com/posts/irohitmathur_in-skiing-where-champions-pull-up-champions-activity-7307087031497543680-3ldZ?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\n",
      "Processing 20: https://www.linkedin.com/posts/irohitmathur_the-indoor-mile-world-record-stood-for-years-activity-7297124152274993152-TPF3?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\n",
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      "Processing 25: https://www.linkedin.com/posts/irohitmathur_the-hole-dug-deep-the-ride-was-bumpy-for-activity-7268661732212899840-5OPj?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\n",
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      "Processing 178: https://www.linkedin.com/posts/irohitmathur_humble-request-pls-dont-post-your-political-activity-6809866045201932288-G4he?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\n",
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      "Processing 181: https://www.linkedin.com/posts/irohitmathur_leadership-team-leadershipdevelopment-activity-6747981228022009856-YkXa?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\n",
      "Processing 182: https://www.linkedin.com/posts/irohitmathur_leadership-inspiration-team-activity-6747723151448305664-ETZL?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\n",
      "Processing 183: https://www.linkedin.com/posts/irohitmathur_work-leadership-management-activity-6747250408978202624-TZAN?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\n",
      "Processing 184: https://www.linkedin.com/posts/irohitmathur_leadership-team-learning-activity-6742166420043415553-ww-s?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\n",
      "Processing 185: https://www.linkedin.com/posts/irohitmathur_leadership-motivation-mindset-activity-6741874917605744640-VLhF?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAAoKrwBzt79q9K1gZ9eIMsicKMUOnyDJZs\n",
      "Done. Combined file saved as combined_articles.txt\n"
     ]
    }
   ],
   "source": [
    "from newspaper import Article\n",
    "import time\n",
    "\n",
    "# Input file\n",
    "url_file = \"LinkedIn_Articles.txt\"\n",
    "\n",
    "# Output file\n",
    "output_file = \"combined_articles.txt\"\n",
    "\n",
    "all_articles = []\n",
    "\n",
    "with open(url_file, \"r\") as f:\n",
    "    urls = [line.strip() for line in f if line.strip()]\n",
    "\n",
    "for idx, url in enumerate(urls, start=1):\n",
    "    try:\n",
    "        print(f\"Processing {idx}: {url}\")\n",
    "        \n",
    "        article = Article(url)\n",
    "        article.download()\n",
    "        article.parse()\n",
    "        \n",
    "        content = f\"\\n\\n===== ARTICLE {idx} =====\\n\"\n",
    "        content += f\"URL: {url}\\n\\n\"\n",
    "        content += article.text\n",
    "        \n",
    "        all_articles.append(content)\n",
    "        \n",
    "        time.sleep(1)  # polite delay\n",
    "        \n",
    "    except Exception as e:\n",
    "        print(f\"Error processing {url}: {e}\")\n",
    "\n",
    "# Write everything into one file\n",
    "with open(output_file, \"w\", encoding=\"utf-8\") as f:\n",
    "    f.write(\"\\n\".join(all_articles))\n",
    "\n",
    "print(\"Done. Combined file saved as combined_articles.txt\")"
   ]
  }
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