data/collection/source-exploration-06-09-01.ipynb

{
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  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "674d1a7f",
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests\n",
    "from bs4 import BeautifulSoup"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "61ee4151",
   "metadata": {},
   "outputs": [],
   "source": [
    "def collect_hr_reviews(checkpoint=None):\n",
    "    \"\"\"Collect data on reviews from the hollywood reporter movie blog.\n",
    "    \n",
    "    Params\n",
    "    ----------\n",
    "    checkpoint: str\n",
    "        Title of the most recent article scraped. Stops collecting articles\n",
    "        when encountered. \n",
    "    Returns\n",
    "    ----------\n",
    "    List[dict] | None\n",
    "        A list of dicts, each containing details of a review. \n",
    "        If an error occurs or checkpoint is first item, returns None.\"\"\"\n",
    "    \n",
    "    url = 'https://www.hollywoodreporter.com/c/movies/movie-reviews/'\n",
    "    \n",
    "    try:\n",
    "        res = requests.get(url)\n",
    "    except:\n",
    "        return None\n",
    "    \n",
    "    if res.status_code != 200:\n",
    "        return None\n",
    "    \n",
    "    soup = BeautifulSoup(res.content)\n",
    "    reviews = soup.find_all('div', class_='story')\n",
    "    \n",
    "    reviews_list = []\n",
    "    \n",
    "    for review in reviews:\n",
    "        details = {}\n",
    "        \n",
    "        title = details['title'] = review.find('a').get_text(strip=True)\n",
    "        if title == checkpoint:\n",
    "            return reviews_list or None\n",
    "        \n",
    "        details['url'] = review.find('a').get('href')\n",
    "        details['blurb'] = review.find('p').get_text(strip=True)\n",
    "        details['author'] = review.find('div', class_='c-tagline').get_text(strip=True)\n",
    "        \n",
    "        reviews_list.append(details)\n",
    "        \n",
    "    return reviews_list\n",
    "    \n",
    "    "
   ]
  },
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   "metadata": {},
   "source": [
    "---"
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      "\t\n",
      "\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\n",
      "\t\t\n",
      "\t\t\t\t\t‘Chasing Chasing Amy’ Review: An Illuminating Deep Dive Into Kevin Smith’s Complicated Classic\t\t\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\t\tSmith, Joey Lauren Adams and other filmmakers and critics sit for trenchant interviews with director Sav Rodger in this documentary premiering at Tribeca.\t\n",
      "\n",
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      "\n",
      "\n",
      "\t\n",
      "\tMovie Reviews\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t6 hours ago\t\n",
      "\n",
      "\n",
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      "\n",
      "\t\t\t\t\t\tBy \n",
      "\n",
      "\t\n",
      "Stephen Farber \n",
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      "\n",
      "\t\n",
      "\t\t\n",
      "\t\t\t\t\tSpider-Man, Gremlins and Ninjago: What THR’s Kid Critics Are Saying\t\t\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\t\tReally cool ninja powers, villains that are \"mean, mean, mean\" and non-annoying jokes are what captivated The Hollywood Reporter’s youngest reviewers.\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\n",
      "\tMovie Reviews\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t6 hours ago\t\n",
      "\n",
      "\n",
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      "\n",
      "\t\t\t\t\t\tBy \n",
      "\n",
      "\t\n",
      "Degen Pener, Jennifer Levin, Rick Porter \n",
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      "\n",
      "\t\n",
      "\t\t\n",
      "\t\t\t\t\t‘Transition’ Review: Portrait of a Trans Man Embedded With the Taliban Compels But Lacks Context\t\t\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\t\tIn this Tribeca premiere, documentarian Jordan Bryon chronicles the dangers of embedding with a Taliban unit while undergoing his gender transition.\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\n",
      "\tMovie Reviews\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t20 hours ago\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\t\t\t\t\tBy \n",
      "\n",
      "\t\n",
      "Lovia Gyarkye \n",
      "\n",
      "\n",
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      "\n",
      "\n",
      "\t\n",
      "\t\t\n",
      "\t\t\t\t\t‘Downtown Owl’ Review: Lily Rabe Is the Radiant Hot-Mess Center of an Affecting Small-Town Tragicomedy\t\t\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\t\tOffscreen partners Lily Rabe and Hamish Linklater share directing duties on an adaptation of Chuck Klosterman’s North Dakota-set novel.\t\n",
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      "\n",
      "\n",
      "\n",
      "\t\n",
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      "\t\t\t\n",
      "\n",
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      "\n",
      "\n",
      "\t21 hours ago\t\n",
      "\n",
      "\n",
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      "\n",
      "\n",
      "\t\t\t\t\t\tBy \n",
      "\n",
      "\t\n",
      "Sheri Linden \n",
      "\n",
      "\n",
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      "\n",
      "\t\n",
      "\t\t\n",
      "\t\t\t\t\t‘The Flash’ Review: Ezra Miller Brings Kinetic Energy to a Movie Caught Up in Nostalgic DC Fan Service\t\t\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\t\tAndy Muschietti’s standalone superhero action-adventure features Michaels Keaton and Shannon reprising canonical roles, with newcomer Sasha Calle as Supergirl.\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\n",
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      "\t\t\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\tJun 6, 2023 12:00 pm\t\n",
      "\n",
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      "\n",
      "\n",
      "\t\t\t\t\t\tBy \n",
      "\n",
      "\t\n",
      "David Rooney \n",
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      "\n",
      "\t\n",
      "\t\t\n",
      "\t\t\t\t\t‘Transformers: Rise of the Beasts’ Review: Seventh Installment Is Comfort Food for Fans\t\t\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\t\tThe return after a five-year break of the popular sci-fi action franchise stars Anthony Ramos and Dominique Fishback and features the first big-screen appearance of fan favorites the Maximals. \t\n",
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      "\n",
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      "\t\t\t\t\t\tBy \n",
      "\n",
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      "Frank Scheck \n",
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      "\n",
      "\t\n",
      "\t\t\n",
      "\t\t\t\t\t‘Shooting Stars’ Review: Peacock’s Lovingly Sanitized LeBron James Origin Story\t\t\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\t\tThe film tells the story of the basketball star's close friendships with his high-school teammates known as the \"Fab Five.\" \t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\n",
      "\tMovie Reviews\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\tJun 1, 2023 12:00 pm\t\n",
      "\n",
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      "\n",
      "\n",
      "\t\t\t\t\t\tBy \n",
      "\n",
      "\t\n",
      "Frank Scheck \n",
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      "\n",
      "\n",
      "\n",
      "\t\n",
      "\t\t\n",
      "\t\t\t\t\t‘Rosalie’ Review: A Bearded Lady Blossoms in an Accessible French Romantic Period Piece\t\t\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\t\tStephanie di Giusto's film stars Nadia Tereszkiewicz and Benoît Magimel as partners in a marriage tested by the bride's unusual physical condition.\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\n",
      "\tMovie Reviews\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\tMay 31, 2023 12:37 pm\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\t\t\t\t\tBy \n",
      "\n",
      "\t\n",
      "Leslie Felperin \n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
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      "\n",
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      "\n",
      "\n",
      "\n",
      "\t\n",
      "\t\t\n",
      "\t\t\t\t\t‘Spider-Man: Across the Spider-Verse’ Review: A Thrilling Sequel Marks the Return of Miles Morales\t\t\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\t\tIn the second chapter of the Spider-Verse series, featuring voice work from Shameik Moore, Hailee Steinfeld, Brian Tyree Henry, Oscar Isaac and Issa Rae, Miles must face challenges across the multiverse.\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
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      "\tMovie Reviews\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\tMay 31, 2023 6:00 am\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\t\t\t\t\tBy \n",
      "\n",
      "\t\n",
      "Lovia Gyarkye \n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
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      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\n",
      "\t\t\n",
      "\t\t\t\t\t‘Little Girl Blue’ Review: Marion Cotillard Plays a Troubled Mother in Powerful and Personal Doc/Psychodrama Hybrid\t\t\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\t\tThe French Oscar winner plays writer-director Mona Achache's own mother in this film exploring the complexities of mother-daughter love.\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\n",
      "\tMovie Reviews\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\tMay 30, 2023 10:58 am\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\t\t\t\t\tBy \n",
      "\n",
      "\t\n",
      "Leslie Felperin \n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
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      "\n",
      "\n",
      "\n",
      "\t\n",
      "\t\t\n",
      "\t\t\t\t\t‘The Buriti Flower’ Review: Indigenous History Unfolds in a Striking Mix of Nonfiction and Drama\t\t\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\t\tFilmmakers João Salaviza and Renée Nader Messora collaborated with villagers in Brazil for their hybrid feature.\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\n",
      "\tMovie Reviews\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\tMay 29, 2023 7:12 pm\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\t\t\t\t\tBy \n",
      "\n",
      "\t\n",
      "Sheri Linden \n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\n",
      "\t\t\n",
      "\t\t\t\t\tThe Hollywood Reporter Critics Pick the 20 Best Films of Cannes 2023\t\t\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\t\tFavorites included Scorsese’s wrenching true-crime epic, two riveting French courtroom dramas, a chilling Holocaust film like no other, a handcrafted Moroccan documentary, and the latest from veteran auteurs Aki Kaurismaki, Wim Wenders and Victor Erice.\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\n",
      "\tMovie Reviews\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\tMay 28, 2023 6:30 am\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\t\t\t\t\tBy \n",
      "\n",
      "\t\n",
      "David Rooney, Jon Frosch, Sheri Linden, Lovia Gyarkye, Leslie Felperin, Jordan Mintzer \n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\n",
      "\t\t\n",
      "\t\t\t\t\t‘Elemental’ Review: Pixar’s Timely High-Concept Bonanza Underwhelms\t\t\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\t\tDirector Peter Sohn ('The Good Dinosaur') tells the story of a fire family immigrating to a metropolis dominated by the opposing element of water, and the romance that ensues.\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\n",
      "\tMovie Reviews\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\tMay 27, 2023 2:30 pm\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\t\t\t\t\tBy \n",
      "\n",
      "\t\n",
      "Jordan Mintzer \n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\n",
      "\t\t\n",
      "\t\t\t\t\t‘Last Summer’ Review: Catherine Breillat’s Stepmom Seduction Story Bends the Boundaries\t\t\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\t\tLéa Drucker ('Custody') stars as a woman who begins a fiery love affair with her teenage stepson, wreaking potential havoc on their bourgeois French family.\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\n",
      "\tMovie Reviews\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\tMay 27, 2023 9:46 am\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\t\t\t\t\tBy \n",
      "\n",
      "\t\n",
      "Jordan Mintzer \n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\n",
      "\t\t\n",
      "\t\t\t\t\t‘Riddle of Fire’ Review: A Sentimental Debut Buckles Under the Weight of Its Fancy\t\t\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\t\tPremiering in the Directors' Fortnight sidebar at Cannes, Weston Razooli's feature follows three kids on a mythic quest. \t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\n",
      "\tMovie Reviews\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\tMay 26, 2023 3:18 pm\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\t\t\t\t\tBy \n",
      "\n",
      "\t\n",
      "Lovia Gyarkye \n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
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      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\n",
      "\t\t\n",
      "\t\t\t\t\t‘The Mother of All Lies’ Review: An Inspired Moroccan Documentary Tackles Family Secrets and a Nation’s History\t\t\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\t\tHelmer Asmae El Moudir won the best director prize in Cannes' Un Certain Regard section for her film, which uses figurines to represent family, friends and neighbors. \t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\n",
      "\tMovie Reviews\n",
      "\t\t\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
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      "\n",
      "\n",
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      "\n",
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      "\n",
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      "Leslie Felperin \n",
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      "\t\t\t\t\t‘Succession’ Series Finale: The Roy Family Saga Ended in a Breathtaking Blindside\t\t\n",
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      "\n",
      "\n",
      "\tLA/Local\n",
      "\n",
      "\n",
      "\n",
      "\tTHR Investigates\n",
      "\n",
      "\n",
      "\n",
      "\tObituaries\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\tFilm\n",
      "\n",
      "Expand film menu\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\tNews\n",
      "\n",
      "\n",
      "\n",
      "\tFeatures\n",
      "\n",
      "\n",
      "\n",
      "\tReviews\n",
      "\n",
      "\n",
      "\n",
      "\tBox Office\n",
      "\n",
      "\n",
      "\n",
      "\tHeat Vision\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\tTV\n",
      "\n",
      "Expand tv menu\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\tNews\n",
      "\n",
      "\n",
      "\n",
      "\tFeatures\n",
      "\n",
      "\n",
      "\n",
      "\tReviews\n",
      "\n",
      "\n",
      "\n",
      "\tRatings\n",
      "\n",
      "\n",
      "\n",
      "\tLive Feed\n",
      "\n",
      "\n",
      "\n",
      "\tHeat Vision\n",
      "\n",
      "\n",
      "\n",
      "\tThe Fien Print\n",
      "\n",
      "\n",
      "\n",
      "\tTV's Top 5 Podcast\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\tAwards\n",
      "\n",
      "Expand awards menu\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\tNews\n",
      "\n",
      "\n",
      "\n",
      "\tAwards Chatter Podcast\n",
      "\n",
      "\n",
      "\n",
      "\tFeinberg Forecast\n",
      "\n",
      "\n",
      "\n",
      "\tBehind The Screen\n",
      "\n",
      "\n",
      "\n",
      "\tThe Race\n",
      "\n",
      "\n",
      "\n",
      "\tTHR Presents\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\tLifestyle\n",
      "\n",
      "Expand lifestyle menu\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\tNews\n",
      "\n",
      "\n",
      "\n",
      "\tStyle\n",
      "\n",
      "\n",
      "\n",
      "\tShopping\n",
      "\n",
      "\n",
      "\n",
      "\tArts\n",
      "\n",
      "\n",
      "\n",
      "\tReal Estate\n",
      "\n",
      "\n",
      "\n",
      "\tRambling Reporter\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\tBusiness\n",
      "\n",
      "Expand business menu\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\tNews\n",
      "\n",
      "\n",
      "\n",
      "\tFeatures & Columns\n",
      "\n",
      "\n",
      "\n",
      "\tRepresentation\n",
      "\n",
      "\n",
      "\n",
      "\tTHR, Esq\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\tMore Essentials\n",
      "\n",
      "Expand more-essentials menu\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\tInternational News\n",
      "\n",
      "\n",
      "\n",
      "\tVideo\n",
      "\n",
      "\n",
      "\n",
      "\tMusic\n",
      "\n",
      "\n",
      "\n",
      "\tPodcasts\n",
      "\n",
      "\n",
      "\n",
      "\tFeatured Voices\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "Follow Us\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "Follow thr on facebook\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "Follow thr on twitter\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "Follow thr on instagram\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "Follow thr on youtube\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "Alerts & Newsletters\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "Your Email\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\tSubscribe\t\n",
      "Sign Up\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\tBy subscribing, I agree to the Terms of Use and Privacy Policy. // This site is protected by reCAPTCHA Enterprise and the Google Privacy Policy and Terms of Service apply.\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\t\toptional screen reader\t\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\tAbout Us\n",
      "\n",
      "\n",
      "\n",
      "\tAdvertise\n",
      "\n",
      "\n",
      "\n",
      "\tCareers\n",
      "\n",
      "\n",
      "\n",
      "\tContact Us\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "Icon Link\n",
      "Plus Icon\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "The Hollywood Reporter is a part of Penske Media Corporation. © 2023 The Hollywood Reporter, LLC. All Rights Reserved. THE HOLLYWOOD REPORTER is a registered trademark of The Hollywood Reporter, LLC.\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "ad\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      "\n",
      " \n",
      "\n",
      "\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "res = requests.get('https://www.hollywoodreporter.com/c/movies/movie-reviews/')\n",
    "\n",
    "print(BeautifulSoup(res.content).get_text())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "10285932",
   "metadata": {},
   "outputs": [],
   "source": [
    "soup = BeautifulSoup(res.content)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "7c18a96e",
   "metadata": {},
   "outputs": [],
   "source": [
    "stories = soup.find_all('div', class_='story')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "768307a4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "16"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(stories)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "5ae5d3f5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<div class=\"story lrv-u-padding-tb-1 lrv-u-padding-tb-150@desktop // u-border-dotted-b lrv-u-border-color-grey-dark lrv-u-border-b-1\">\n",
       "<div class=\"lrv-a-grid u-grid-gap-050@mobile-max\">\n",
       "<div class=\"lrv-u-flex lrv-u-flex-direction-column lrv-u-height-100p lrv-u-justify-content-center\">\n",
       "<h3 class=\"c-title u-font-size-26 u-font-size-29@desktop-xl lrv-u-font-family-primary lrv-u-display-block u-font-weight-normal@mobile-max lrv-u-line-height-small lrv-u-margin-b-050@tablet\" id=\"title-of-a-story\">\n",
       "<a class=\"c-title__link lrv-a-unstyle-link u-color-brand-primary:hover\" href=\"https://www.hollywoodreporter.com/movies/movie-reviews/chasing-chasing-amy-review-kevin-smith-1235510883/\">\n",
       "\t\n",
       "\t\t\n",
       "\t\t\t\t\t‘Chasing Chasing Amy’ Review: An Illuminating Deep Dive Into Kevin Smith’s Complicated Classic\t\t\n",
       "\t\t\t</a>\n",
       "</h3>\n",
       "<p class=\"c-dek a-font-accent-s lrv-u-margin-a-00\">\n",
       "\t\tSmith, Joey Lauren Adams and other filmmakers and critics sit for trenchant interviews with director Sav Rodger in this documentary premiering at Tribeca.\t</p>\n",
       "<ul class=\"lrv-u-flex lrv-u-order-n1 lrv-a-unstyle-list lrv-a-space-children-horizontal lrv-a-space-children--050 lrv-u-margin-b-050 u-letter-spacing-012\">\n",
       "<li>\n",
       "<span class=\"c-span lrv-u-whitespace-nowrap lrv-u-color-brand-primary lrv-u-font-size-12@mobile-max lrv-u-font-size-16 lrv-u-text-transform-uppercase a-font-accent-bold-m\">\n",
       "<a class=\"c-span__link u-color-brand-primary-dark:hover\" href=\"https://www.hollywoodreporter.com/c/movies/movie-reviews/\" style=\"\">\n",
       "\t\n",
       "\tMovie Reviews\n",
       "\t\t\t</a>\n",
       "</span>\n",
       "</li>\n",
       "<li>\n",
       "<time aria-label=\"6 hours ago\" class=\"c-timestamp a-font-accent-bold-m lrv-u-color-grey-dark lrv-u-font-size-12@mobile-max lrv-u-font-size-16 lrv-u-text-transform-uppercase\" datetime=\"00:00-YY-DD-MM\">\n",
       "\t6 hours ago\t\n",
       "</time>\n",
       "</li>\n",
       "</ul>\n",
       "<ul class=\"lrv-a-unstyle-list lrv-u-flex lrv-u-align-items-center lrv-u-color-black lrv-a-space-children-horizontal lrv-a-space-children--2 lrv-u-margin-t-050 // a-font-accent-bold-xs lrv-u-text-transform-uppercase lrv-u-color-grey-dark\">\n",
       "<li class=\"lrv-u-flex\">\n",
       "\t\t\t\t\t\tBy \n",
       "\n",
       "\t<div class=\"c-tagline lrv-u-margin-l-025 lrv-u-color-grey\">\n",
       "<a href=\"https://www.hollywoodreporter.com/author/stephen-farber/\"><span>Stephen Farber</span></a> </div>\n",
       "</li>\n",
       "</ul>\n",
       "</div>\n",
       "<div class=\"lrv-a-glue-parent u-padding-t-1@mobile-max lrv-u-flex lrv-u-flex-direction-column lrv-u-height-100p lrv-u-justify-content-start a-font-accent-s lrv-u-order-n1 //\">\n",
       "<div class=\"lrv-a-glue-parent\">\n",
       "<div class=\"c-lazy-image c-lazy-image\">\n",
       "<a class=\"c-lazy-image__link lrv-a-unstyle-link\" href=\"https://www.hollywoodreporter.com/movies/movie-reviews/chasing-chasing-amy-review-kevin-smith-1235510883/\">\n",
       "<div class=\"lrv-a-crop-16x9 a-crop-1x1@tablet a-crop-16x9@desktop-xl\" style=\"\">\n",
       "<img alt=\"A still from the film Chasing Chasing Amy directed by Sav Rodgers.\" class=\"c-lazy-image__img lrv-u-background-color-grey-lightest lrv-u-width-100p lrv-u-display-block lrv-u-height-auto\" data-lazy-sizes=\"\" data-lazy-src=\"https://www.hollywoodreporter.com/wp-content/uploads/2023/06/Chasing-Chasing-Amy-EMBED-2023.jpg?w=450&amp;h=253&amp;crop=1\" data-lazy-srcset=\"\" decoding=\"\" height=\"\" src=\"https://www.hollywoodreporter.com/wp-content/themes/vip/pmc-hollywoodreporter-2021/assets/public/lazyload-fallback.gif\" width=\"\"/>\n",
       "</div>\n",
       "</a>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "</div>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "stories[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "7cdb0014",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'https://www.hollywoodreporter.com/movies/movie-reviews/chasing-chasing-amy-review-kevin-smith-1235510883/'"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# URL\n",
    "stories[0].find('a').get('href')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "5524c098",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'‘Chasing Chasing Amy’ Review: An Illuminating Deep Dive Into Kevin Smith’s Complicated Classic'"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Title\n",
    "stories[0].find('a').get_text(strip=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "69b78ffe",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Smith, Joey Lauren Adams and other filmmakers and critics sit for trenchant interviews with director Sav Rodger in this documentary premiering at Tribeca.'"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Blurb\n",
    "stories[0].find('p').get_text(strip=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "786756db",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Stephen Farber'"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Author\n",
    "stories[0].find('div', class_='c-tagline').get_text(strip=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "93fb01cf",
   "metadata": {},
   "outputs": [],
   "source": [
    "def collect_hr_reviews(checkpoint=None):\n",
    "    \"\"\"Collect data on reviews from the littlewhitelies movie blog.\n",
    "    \n",
    "    Params\n",
    "    ----------\n",
    "    checkpoint: str\n",
    "        Title of the most recent article scraped. Stops collecting articles\n",
    "        when encountered. \n",
    "    Returns\n",
    "    ----------\n",
    "    List[dict] | None\n",
    "        A list of dicts, each containing details of a review. \n",
    "        If an error occurs or checkpoint is first item, returns None.\"\"\"\n",
    "    \n",
    "    url = 'https://www.hollywoodreporter.com/c/movies/movie-reviews/'\n",
    "    \n",
    "    try:\n",
    "        res = requests.get(url)\n",
    "    except:\n",
    "        return None\n",
    "    \n",
    "    if res.status_code != 200:\n",
    "        return None\n",
    "    \n",
    "    soup = BeautifulSoup(res.content)\n",
    "    reviews = soup.find_all('div', class_='story')\n",
    "    \n",
    "    reviews_list = []\n",
    "    \n",
    "    for review in reviews:\n",
    "        details = {}\n",
    "        \n",
    "        title = details['title'] = review.find('a').get_text(strip=True)\n",
    "        if title == checkpoint:\n",
    "            return reviews_list or None\n",
    "        \n",
    "        details['url'] = review.find('a').get('href')\n",
    "        details['blurb'] = review.find('p').get_text(strip=True)\n",
    "        details['author'] = review.find('div', class_='c-tagline').get_text(strip=True)\n",
    "        \n",
    "        reviews_list.append(details)\n",
    "        \n",
    "    return reviews_list\n",
    "    \n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "1085b425",
   "metadata": {},
   "outputs": [],
   "source": [
    "details = collect_hr_reviews(checkpoint='‘Downtown Owl’ Review: Lily Rabe Is the Radiant Hot-Mess Center of an Affecting Small-Town Tragicomedy')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "9155a97b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'title': '‘Our Son’ Review: Luke Evans and Billy Porter Turn a Gay Divorce and Custody Battle Into Same Old Same Old',\n",
       "  'url': 'https://www.hollywoodreporter.com/movies/movie-reviews/our-son-review-luke-evans-billy-porter-1235511995/',\n",
       "  'blurb': 'Bill Oliver’s drama chronicles the traumatic breakup of a 13-year marriage and the bitter dispute over who gets to be primary parent to the couple’s 8-year-old child.',\n",
       "  'author': 'David Rooney'},\n",
       " {'title': '‘He Went That Way’ Review: Jacob Elordi and Zachary Quinto in True Crime Misfire Awkwardly Stuck Between Genre Cracks',\n",
       "  'url': 'https://www.hollywoodreporter.com/movies/movie-reviews/he-went-that-way-review-jacob-elordi-zachary-quinto-1235511685/',\n",
       "  'blurb': 'The first feature from Australian cinematographer and commercials director Jeffrey Darling was completed following his death last year in a surfing incident.',\n",
       "  'author': 'David Rooney'},\n",
       " {'title': '‘Chasing Chasing Amy’ Review: An Illuminating Deep Dive Into Kevin Smith’s Complicated Classic',\n",
       "  'url': 'https://www.hollywoodreporter.com/movies/movie-reviews/chasing-chasing-amy-review-kevin-smith-1235510883/',\n",
       "  'blurb': 'Smith, Joey Lauren Adams and other filmmakers and critics sit for trenchant interviews with director Sav Rodger in this documentary premiering at Tribeca.',\n",
       "  'author': 'Stephen Farber'},\n",
       " {'title': 'Spider-Man, Gremlins and Ninjago: What THR’s Kid Critics Are Saying',\n",
       "  'url': 'https://www.hollywoodreporter.com/movies/movie-reviews/spider-man-across-the-spider-verse-gremlins-kids-critics-1235508256/',\n",
       "  'blurb': 'Really cool ninja powers, villains that are \"mean, mean, mean\" and non-annoying jokes are what captivated The Hollywood Reporter’s youngest reviewers.',\n",
       "  'author': 'Degen Pener,Jennifer Levin,Rick Porter'},\n",
       " {'title': '‘Transition’ Review: Portrait of a Trans Man Embedded With the Taliban Compels But Lacks Context',\n",
       "  'url': 'https://www.hollywoodreporter.com/movies/movie-reviews/transition-review-1235510262/',\n",
       "  'blurb': 'In this Tribeca premiere, documentarian Jordan Bryon chronicles the dangers of embedding with a Taliban unit while undergoing his gender transition.',\n",
       "  'author': 'Lovia Gyarkye'}]"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "details"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d5769b07",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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  "kernelspec": {
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
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