scraping.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "f7beb582-d840-459e-aa7b-1e96b99301cd",
   "metadata": {},
   "outputs": [],
   "source": [
    "from datetime import date, datetime, timedelta\n",
    "from itertools import cycle\n",
    "import re\n",
    "import time\n",
    "import urllib\n",
    "\n",
    "from bs4 import BeautifulSoup\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import requests\n",
    "from titlecase import titlecase\n",
    "\n",
    "# to render HTML in Pandas DataFrame output\n",
    "from IPython.display import display, HTML"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "941b5ba5-6b2c-4519-a101-b8d6fc2c605f",
   "metadata": {},
   "source": [
    "## Brattle"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "6c3066ca-19e3-40cb-9ee9-4ae7f1665274",
   "metadata": {},
   "outputs": [],
   "source": [
    "url = 'https://brattlefilm.org/coming-soon/'\n",
    "response = requests.get(url)\n",
    "text = response.text\n",
    "\n",
    "soup = BeautifulSoup(text, 'html.parser')\n",
    "\n",
    "show_details = soup.find_all('div', 'show-details')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "62044a74-5396-45a5-bdff-d887bee5ac1c",
   "metadata": {},
   "outputs": [],
   "source": [
    "get_dates_raw = lambda x: [' '.join(d.text.split()[1:]) for d in x.find_all('li', 'show-date')]\n",
    "get_dates = lambda x: [datetime.strptime(d, \"%b %d\").strftime('%m-%d') for d in get_dates_raw(x)]\n",
    "get_times = lambda x: [t.text.strip().split('\\t')[0].upper() for t in x.find_all('a', 'showtime')]\n",
    "get_title = lambda x: x.find('a', 'title').text\n",
    "get_link = lambda x: x.find('a', 'title')['href']\n",
    "get_poster = lambda x: x.find('div', 'show-poster').img['src']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "18516a10-9817-4edf-8737-87162635c5fd",
   "metadata": {},
   "outputs": [],
   "source": [
    "brattle_df = pd.DataFrame([{'theater': 'Brattle',\n",
    "                            'title': get_title(x),\n",
    "                            'date': d,\n",
    "                            'time': t,\n",
    "                            'link': get_link(x),\n",
    "                            'poster': get_poster(x)}\n",
    "                           for x in show_details for d,t in list(zip(cycle(get_dates(x)), get_times(x)))])\n",
    "\n",
    "brattle_df.to_csv('data/brattle.csv', index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "e2bfc3ce-d461-4d08-a169-1fea9d80b7ac",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>theater</th>\n",
       "      <th>title</th>\n",
       "      <th>date</th>\n",
       "      <th>time</th>\n",
       "      <th>link</th>\n",
       "      <th>poster</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Brattle</td>\n",
       "      <td>Judgment at Nuremberg</td>\n",
       "      <td>08-22</td>\n",
       "      <td>3:00 PM</td>\n",
       "      <td>https://brattlefilm.org/movies/judgment-at-nur...</td>\n",
       "      <td>https://s3.amazonaws.com/nightjarprod/content/...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Brattle</td>\n",
       "      <td>Judgment at Nuremberg</td>\n",
       "      <td>08-22</td>\n",
       "      <td>6:30 PM</td>\n",
       "      <td>https://brattlefilm.org/movies/judgment-at-nur...</td>\n",
       "      <td>https://s3.amazonaws.com/nightjarprod/content/...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Brattle</td>\n",
       "      <td>A Child Is Waiting</td>\n",
       "      <td>08-23</td>\n",
       "      <td>4:30 PM</td>\n",
       "      <td>https://brattlefilm.org/movies/a-child-is-wait...</td>\n",
       "      <td>https://s3.amazonaws.com/nightjarprod/content/...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Brattle</td>\n",
       "      <td>A Child Is Waiting</td>\n",
       "      <td>08-23</td>\n",
       "      <td>6:45 PM</td>\n",
       "      <td>https://brattlefilm.org/movies/a-child-is-wait...</td>\n",
       "      <td>https://s3.amazonaws.com/nightjarprod/content/...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Brattle</td>\n",
       "      <td>Harvard Book Store presents R.F. Kuang</td>\n",
       "      <td>08-24</td>\n",
       "      <td>6:00 PM</td>\n",
       "      <td>https://brattlefilm.org/special_events/harvard...</td>\n",
       "      <td>https://s3.amazonaws.com/nightjarprod/content/...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   theater                                   title   date     time  \\\n",
       "0  Brattle                   Judgment at Nuremberg  08-22  3:00 PM   \n",
       "1  Brattle                   Judgment at Nuremberg  08-22  6:30 PM   \n",
       "2  Brattle                      A Child Is Waiting  08-23  4:30 PM   \n",
       "3  Brattle                      A Child Is Waiting  08-23  6:45 PM   \n",
       "4  Brattle  Harvard Book Store presents R.F. Kuang  08-24  6:00 PM   \n",
       "\n",
       "                                                link  \\\n",
       "0  https://brattlefilm.org/movies/judgment-at-nur...   \n",
       "1  https://brattlefilm.org/movies/judgment-at-nur...   \n",
       "2  https://brattlefilm.org/movies/a-child-is-wait...   \n",
       "3  https://brattlefilm.org/movies/a-child-is-wait...   \n",
       "4  https://brattlefilm.org/special_events/harvard...   \n",
       "\n",
       "                                              poster  \n",
       "0  https://s3.amazonaws.com/nightjarprod/content/...  \n",
       "1  https://s3.amazonaws.com/nightjarprod/content/...  \n",
       "2  https://s3.amazonaws.com/nightjarprod/content/...  \n",
       "3  https://s3.amazonaws.com/nightjarprod/content/...  \n",
       "4  https://s3.amazonaws.com/nightjarprod/content/...  "
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "brattle_df = pd.read_csv('data/brattle.csv')\n",
    "brattle_df.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "81dd4b3c-b300-4cb0-8e7b-4b8335638bd2",
   "metadata": {},
   "source": [
    "# Coolidge"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "c4700d65-5e21-4562-b8b1-e95e0610ac0c",
   "metadata": {},
   "outputs": [],
   "source": [
    "N = 60 # Number of days out to scrape\n",
    "start_date = date.today()\n",
    "cur_date = start_date\n",
    "dates = [(start_date + timedelta(days=n)).strftime('%Y-%m-%d') for n in range(N)]\n",
    "coolidge_url = 'https://coolidge.org/showtimes?date={date}'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "d35af306-08a1-4a5e-93b9-6b2fc0a033e6",
   "metadata": {},
   "outputs": [],
   "source": [
    "def film_soup(url):\n",
    "    c_results = requests.get(url)\n",
    "    c_soup = BeautifulSoup(c_results.text, 'html.parser')\n",
    "    c_films = (c_soup.find_all('div', 'film-card'))\n",
    "    # filter out weird 'ResultSet' objects appearing in results\n",
    "    c_films = [f for f in c_films if (str(type(f)) == \"<class 'bs4.element.Tag'>\")] \n",
    "    return c_films"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "b309a2c3-bae3-49a6-85dc-0d887d2ecee1",
   "metadata": {},
   "outputs": [],
   "source": [
    "get_title_raw = lambda x: x.find('div', 'film-card__title').text.strip()\n",
    "get_title = lambda x: re.sub(r'Masked Matinees:', '', get_title_raw(x)).strip()\n",
    "get_times = lambda x: [t.text.strip() for t in x.find_all('span', 'showtime-ticket__time')]\n",
    "get_links = lambda x: [t['href'] for t in x.find_all('a', 'showtime-ticket__button')]\n",
    "get_poster = lambda x: f\"https://www.coolidge.org{x.picture.find_all('source')[-1]['srcset'].split()[0]}\"\n",
    "\n",
    "def get_director(x):\n",
    "    info_link = x.a['href']\n",
    "    # events have a 'wrapper' page around the movie info itself so update the link\n",
    "    if info_link.startswith('/event'):\n",
    "        event_page = requests.get('http://coolidge.org' + info_link)\n",
    "        event_soup = BeautifulSoup(event_page.text, 'html.parser')\n",
    "        # return empty string if updating link fails\n",
    "        try:\n",
    "            info_link = event_soup.find(class_='film-card__link')['href']\n",
    "            assert info_link != 'view' # this happens when the Coolidge has dead links!\n",
    "        except:\n",
    "            print('Director not found:', info_link)\n",
    "            return ''\n",
    "    info_page = requests.get('http://coolidge.org' + info_link)\n",
    "    info_soup = BeautifulSoup(info_page.text, 'html.parser')\n",
    "    # return director's name or empty string if not found\n",
    "    try:\n",
    "        director = info_soup.find(class_='field--name-field-film-director').find_all('div')[-1].text.strip()\n",
    "    except:\n",
    "        print('Director not found:', info_link)\n",
    "        return ''\n",
    "    return director"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "3f1dab63-f0e3-4adb-85e1-14c5063c0f16",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Director not found: /node/43661\n",
      "Director not found: /node/43661\n",
      "Director not found: view\n"
     ]
    }
   ],
   "source": [
    "coolidge_shows = []\n",
    "for d in dates:\n",
    "    url =  coolidge_url.format(date=d)\n",
    "    soup = film_soup(url)\n",
    "    coolidge_shows.extend([{'theater': 'Coolidge',\n",
    "                            'title': get_title(x),\n",
    "                            'date': datetime.strptime(d, \"%Y-%m-%d\").strftime('%m-%d'),\n",
    "                            'time': re.sub('(am|pm)', ' \\g<1>', t).upper(),\n",
    "                            'link': l,\n",
    "                            'poster': get_poster(x),\n",
    "                            'info': get_director(x)} # used to help RT query\n",
    "                           for x in soup for t, l in zip(get_times(x), get_links(x))])\n",
    "    time.sleep(0.25)\n",
    "                           # for t in get_times(x) for x in soup])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "a95681fe-eb92-490d-9180-5402810e5e5b",
   "metadata": {
    "scrolled": true,
    "tags": []
   },
   "outputs": [],
   "source": [
    "coolidge_df = pd.DataFrame(coolidge_shows)\n",
    "coolidge_df.to_csv('data/coolidge.csv', index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "7c4b7239-6c58-4282-9ace-91aca0df2e19",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>theater</th>\n",
       "      <th>title</th>\n",
       "      <th>date</th>\n",
       "      <th>time</th>\n",
       "      <th>link</th>\n",
       "      <th>poster</th>\n",
       "      <th>info</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Coolidge</td>\n",
       "      <td>Nope</td>\n",
       "      <td>08-22</td>\n",
       "      <td>3:30 PM</td>\n",
       "      <td>https://store.coolidge.org/websales/pages/tick...</td>\n",
       "      <td>https://www.coolidge.org/sites/default/files/s...</td>\n",
       "      <td>Jordan Peele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Coolidge</td>\n",
       "      <td>Nope</td>\n",
       "      <td>08-22</td>\n",
       "      <td>6:45 PM</td>\n",
       "      <td>https://store.coolidge.org/websales/pages/tick...</td>\n",
       "      <td>https://www.coolidge.org/sites/default/files/s...</td>\n",
       "      <td>Jordan Peele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Coolidge</td>\n",
       "      <td>Nope</td>\n",
       "      <td>08-22</td>\n",
       "      <td>9:30 PM</td>\n",
       "      <td>https://store.coolidge.org/websales/pages/tick...</td>\n",
       "      <td>https://www.coolidge.org/sites/default/files/s...</td>\n",
       "      <td>Jordan Peele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Coolidge</td>\n",
       "      <td>Emily the Criminal</td>\n",
       "      <td>08-22</td>\n",
       "      <td>4:15 PM</td>\n",
       "      <td>https://store.coolidge.org/websales/pages/tick...</td>\n",
       "      <td>https://www.coolidge.org/sites/default/files/s...</td>\n",
       "      <td>John Patton Ford</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Coolidge</td>\n",
       "      <td>Emily the Criminal</td>\n",
       "      <td>08-22</td>\n",
       "      <td>6:30 PM</td>\n",
       "      <td>https://store.coolidge.org/websales/pages/tick...</td>\n",
       "      <td>https://www.coolidge.org/sites/default/files/s...</td>\n",
       "      <td>John Patton Ford</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    theater               title   date     time  \\\n",
       "0  Coolidge                Nope  08-22  3:30 PM   \n",
       "1  Coolidge                Nope  08-22  6:45 PM   \n",
       "2  Coolidge                Nope  08-22  9:30 PM   \n",
       "3  Coolidge  Emily the Criminal  08-22  4:15 PM   \n",
       "4  Coolidge  Emily the Criminal  08-22  6:30 PM   \n",
       "\n",
       "                                                link  \\\n",
       "0  https://store.coolidge.org/websales/pages/tick...   \n",
       "1  https://store.coolidge.org/websales/pages/tick...   \n",
       "2  https://store.coolidge.org/websales/pages/tick...   \n",
       "3  https://store.coolidge.org/websales/pages/tick...   \n",
       "4  https://store.coolidge.org/websales/pages/tick...   \n",
       "\n",
       "                                              poster              info  \n",
       "0  https://www.coolidge.org/sites/default/files/s...      Jordan Peele  \n",
       "1  https://www.coolidge.org/sites/default/files/s...      Jordan Peele  \n",
       "2  https://www.coolidge.org/sites/default/files/s...      Jordan Peele  \n",
       "3  https://www.coolidge.org/sites/default/files/s...  John Patton Ford  \n",
       "4  https://www.coolidge.org/sites/default/files/s...  John Patton Ford  "
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "coolidge_df = pd.read_csv('data/coolidge.csv')\n",
    "coolidge_df.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d67254a8-084c-4fe2-be09-b74cd7d5d0dd",
   "metadata": {},
   "source": [
    "## Somerville Theater"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "4f09f134-e073-4501-ab5d-e27d518272c9",
   "metadata": {},
   "outputs": [],
   "source": [
    "s_url = 'https://www.somervilletheatre.com/wp-content/themes/somerville/showtimes.xml'\n",
    "s_results = requests.get(s_url)\n",
    "\n",
    "s_soup = BeautifulSoup(s_results.text, 'xml')\n",
    "s_soup = s_soup.find_all('filmtitle')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "61330559-4831-4d7a-be78-1ef973b87432",
   "metadata": {},
   "outputs": [],
   "source": [
    "get_title_raw = lambda x: titlecase(x.find('name').text)\n",
    "get_title = lambda x: re.sub(r'(\\d\\dm{1,2})|(4k)|(Masked Matinees:)', '', get_title_raw(x)).strip()\n",
    "get_time_raw = lambda x: x.find('show').find('time').text \n",
    "get_time = lambda x: datetime.strptime(str(int(get_time_raw(x))//100), '%H').strftime('%l:%M %p').strip()\n",
    "get_date_raw = lambda x: x.find('show').find('date').text \n",
    "get_date = lambda x: datetime.strptime(get_date_raw(x), '%m%d%Y').strftime('%m-%d')\n",
    "get_link = lambda x: x.show.salelink.text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "e233d3e5-08b1-43c3-a716-30fa7428706a",
   "metadata": {},
   "outputs": [],
   "source": [
    "somerville_df = pd.DataFrame([{'theater': 'Somerville',\n",
    "                                 'title': get_title(x), \n",
    "                                 'date': get_date(x),\n",
    "                                 'time': get_time(x),\n",
    "                                 'link': get_link(x),\n",
    "                                } for x in s_soup])\n",
    "\n",
    "somerville_df.to_csv('data/somerville.csv', index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "9474c037-5f7a-4014-8a85-d7cf0f53ef19",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>theater</th>\n",
       "      <th>title</th>\n",
       "      <th>date</th>\n",
       "      <th>time</th>\n",
       "      <th>link</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Somerville</td>\n",
       "      <td>Bodies Bodies Bodies</td>\n",
       "      <td>08-22</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td>https://20163.formovietickets.com:2235/T.ASP?W...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Somerville</td>\n",
       "      <td>Crooklyn</td>\n",
       "      <td>08-24</td>\n",
       "      <td>9:00 PM</td>\n",
       "      <td>https://20163.formovietickets.com:2235/T.ASP?W...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Somerville</td>\n",
       "      <td>Dirty Dancing</td>\n",
       "      <td>08-22</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td>https://20163.formovietickets.com:2235/T.ASP?W...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Somerville</td>\n",
       "      <td>Do the Right Thing</td>\n",
       "      <td>08-24</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td>https://20163.formovietickets.com:2235/T.ASP?W...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Somerville</td>\n",
       "      <td>Friday the 13th</td>\n",
       "      <td>08-27</td>\n",
       "      <td>11:00 PM</td>\n",
       "      <td>https://20163.formovietickets.com:2235/T.ASP?W...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Somerville</td>\n",
       "      <td>Midsommar</td>\n",
       "      <td>08-28</td>\n",
       "      <td>1:00 PM</td>\n",
       "      <td>https://20163.formovietickets.com:2235/T.ASP?W...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Somerville</td>\n",
       "      <td>Nashville</td>\n",
       "      <td>08-30</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td>https://20163.formovietickets.com:2235/T.ASP?W...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Somerville</td>\n",
       "      <td>Nope</td>\n",
       "      <td>08-22</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td>https://20163.formovietickets.com:2235/T.ASP?W...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Somerville</td>\n",
       "      <td>Now and Then</td>\n",
       "      <td>08-22</td>\n",
       "      <td>9:00 PM</td>\n",
       "      <td>https://20163.formovietickets.com:2235/T.ASP?W...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Somerville</td>\n",
       "      <td>On Golden Pond</td>\n",
       "      <td>08-26</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td>https://20163.formovietickets.com:2235/T.ASP?W...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Somerville</td>\n",
       "      <td>Season of the Witch '72</td>\n",
       "      <td>08-28</td>\n",
       "      <td>4:00 PM</td>\n",
       "      <td>https://20163.formovietickets.com:2235/T.ASP?W...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Somerville</td>\n",
       "      <td>Stand by Me</td>\n",
       "      <td>08-26</td>\n",
       "      <td>5:00 PM</td>\n",
       "      <td>https://20163.formovietickets.com:2235/T.ASP?W...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       theater                    title   date      time  \\\n",
       "0   Somerville     Bodies Bodies Bodies  08-22   7:00 PM   \n",
       "1   Somerville                 Crooklyn  08-24   9:00 PM   \n",
       "2   Somerville            Dirty Dancing  08-22   7:00 PM   \n",
       "3   Somerville       Do the Right Thing  08-24   7:00 PM   \n",
       "4   Somerville          Friday the 13th  08-27  11:00 PM   \n",
       "5   Somerville                Midsommar  08-28   1:00 PM   \n",
       "6   Somerville                Nashville  08-30   7:00 PM   \n",
       "7   Somerville                     Nope  08-22   7:00 PM   \n",
       "8   Somerville             Now and Then  08-22   9:00 PM   \n",
       "9   Somerville           On Golden Pond  08-26   7:00 PM   \n",
       "10  Somerville  Season of the Witch '72  08-28   4:00 PM   \n",
       "11  Somerville              Stand by Me  08-26   5:00 PM   \n",
       "\n",
       "                                                 link  \n",
       "0   https://20163.formovietickets.com:2235/T.ASP?W...  \n",
       "1   https://20163.formovietickets.com:2235/T.ASP?W...  \n",
       "2   https://20163.formovietickets.com:2235/T.ASP?W...  \n",
       "3   https://20163.formovietickets.com:2235/T.ASP?W...  \n",
       "4   https://20163.formovietickets.com:2235/T.ASP?W...  \n",
       "5   https://20163.formovietickets.com:2235/T.ASP?W...  \n",
       "6   https://20163.formovietickets.com:2235/T.ASP?W...  \n",
       "7   https://20163.formovietickets.com:2235/T.ASP?W...  \n",
       "8   https://20163.formovietickets.com:2235/T.ASP?W...  \n",
       "9   https://20163.formovietickets.com:2235/T.ASP?W...  \n",
       "10  https://20163.formovietickets.com:2235/T.ASP?W...  \n",
       "11  https://20163.formovietickets.com:2235/T.ASP?W...  "
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "somerville_df = pd.read_csv('data/somerville.csv')\n",
    "somerville_df"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d704d6ab-ec2f-41eb-accb-894603b29f3c",
   "metadata": {},
   "source": [
    "# Merging "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "96146fc5-2c8a-4476-98b9-169e24c23704",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>theater</th>\n",
       "      <th>title</th>\n",
       "      <th>date</th>\n",
       "      <th>time</th>\n",
       "      <th>link</th>\n",
       "      <th>poster</th>\n",
       "      <th>info</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Brattle</td>\n",
       "      <td>Judgment at Nuremberg</td>\n",
       "      <td>08-22</td>\n",
       "      <td>3:00 PM</td>\n",
       "      <td>https://brattlefilm.org/movies/judgment-at-nur...</td>\n",
       "      <td>https://s3.amazonaws.com/nightjarprod/content/...</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Coolidge</td>\n",
       "      <td>Nope</td>\n",
       "      <td>08-22</td>\n",
       "      <td>3:30 PM</td>\n",
       "      <td>https://store.coolidge.org/websales/pages/tick...</td>\n",
       "      <td>https://www.coolidge.org/sites/default/files/s...</td>\n",
       "      <td>Jordan Peele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Coolidge</td>\n",
       "      <td>Emily the Criminal</td>\n",
       "      <td>08-22</td>\n",
       "      <td>4:15 PM</td>\n",
       "      <td>https://store.coolidge.org/websales/pages/tick...</td>\n",
       "      <td>https://www.coolidge.org/sites/default/files/s...</td>\n",
       "      <td>John Patton Ford</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Coolidge</td>\n",
       "      <td>Bodies Bodies Bodies</td>\n",
       "      <td>08-22</td>\n",
       "      <td>4:45 PM</td>\n",
       "      <td>https://store.coolidge.org/websales/pages/tick...</td>\n",
       "      <td>https://www.coolidge.org/sites/default/files/s...</td>\n",
       "      <td>Halina Reijn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Brattle</td>\n",
       "      <td>Judgment at Nuremberg</td>\n",
       "      <td>08-22</td>\n",
       "      <td>6:30 PM</td>\n",
       "      <td>https://brattlefilm.org/movies/judgment-at-nur...</td>\n",
       "      <td>https://s3.amazonaws.com/nightjarprod/content/...</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Coolidge</td>\n",
       "      <td>Emily the Criminal</td>\n",
       "      <td>08-22</td>\n",
       "      <td>6:30 PM</td>\n",
       "      <td>https://store.coolidge.org/websales/pages/tick...</td>\n",
       "      <td>https://www.coolidge.org/sites/default/files/s...</td>\n",
       "      <td>John Patton Ford</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Coolidge</td>\n",
       "      <td>Nope</td>\n",
       "      <td>08-22</td>\n",
       "      <td>6:45 PM</td>\n",
       "      <td>https://store.coolidge.org/websales/pages/tick...</td>\n",
       "      <td>https://www.coolidge.org/sites/default/files/s...</td>\n",
       "      <td>Jordan Peele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Coolidge</td>\n",
       "      <td>Labyrinth</td>\n",
       "      <td>08-22</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td>https://store.coolidge.org/websales/pages/tick...</td>\n",
       "      <td>https://www.coolidge.org/sites/default/files/s...</td>\n",
       "      <td>Jim Henson</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Somerville</td>\n",
       "      <td>Bodies Bodies Bodies</td>\n",
       "      <td>08-22</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td>https://20163.formovietickets.com:2235/T.ASP?W...</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Somerville</td>\n",
       "      <td>Dirty Dancing</td>\n",
       "      <td>08-22</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td>https://20163.formovietickets.com:2235/T.ASP?W...</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Somerville</td>\n",
       "      <td>Nope</td>\n",
       "      <td>08-22</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td>https://20163.formovietickets.com:2235/T.ASP?W...</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Coolidge</td>\n",
       "      <td>Bodies Bodies Bodies</td>\n",
       "      <td>08-22</td>\n",
       "      <td>7:15 PM</td>\n",
       "      <td>https://store.coolidge.org/websales/pages/tick...</td>\n",
       "      <td>https://www.coolidge.org/sites/default/files/s...</td>\n",
       "      <td>Halina Reijn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Coolidge</td>\n",
       "      <td>Vengeance</td>\n",
       "      <td>08-22</td>\n",
       "      <td>9:00 PM</td>\n",
       "      <td>https://store.coolidge.org/websales/pages/tick...</td>\n",
       "      <td>https://www.coolidge.org/sites/default/files/s...</td>\n",
       "      <td>B.J. Novak</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Somerville</td>\n",
       "      <td>Now and Then</td>\n",
       "      <td>08-22</td>\n",
       "      <td>9:00 PM</td>\n",
       "      <td>https://20163.formovietickets.com:2235/T.ASP?W...</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Coolidge</td>\n",
       "      <td>Emily the Criminal</td>\n",
       "      <td>08-22</td>\n",
       "      <td>9:15 PM</td>\n",
       "      <td>https://store.coolidge.org/websales/pages/tick...</td>\n",
       "      <td>https://www.coolidge.org/sites/default/files/s...</td>\n",
       "      <td>John Patton Ford</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Coolidge</td>\n",
       "      <td>Nope</td>\n",
       "      <td>08-22</td>\n",
       "      <td>9:30 PM</td>\n",
       "      <td>https://store.coolidge.org/websales/pages/tick...</td>\n",
       "      <td>https://www.coolidge.org/sites/default/files/s...</td>\n",
       "      <td>Jordan Peele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Coolidge</td>\n",
       "      <td>Bodies Bodies Bodies</td>\n",
       "      <td>08-22</td>\n",
       "      <td>9:45 PM</td>\n",
       "      <td>https://store.coolidge.org/websales/pages/tick...</td>\n",
       "      <td>https://www.coolidge.org/sites/default/files/s...</td>\n",
       "      <td>Halina Reijn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Coolidge</td>\n",
       "      <td>Nope</td>\n",
       "      <td>08-23</td>\n",
       "      <td>3:30 PM</td>\n",
       "      <td>https://store.coolidge.org/websales/pages/tick...</td>\n",
       "      <td>https://www.coolidge.org/sites/default/files/s...</td>\n",
       "      <td>Jordan Peele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Coolidge</td>\n",
       "      <td>Emily the Criminal</td>\n",
       "      <td>08-23</td>\n",
       "      <td>4:15 PM</td>\n",
       "      <td>https://store.coolidge.org/websales/pages/tick...</td>\n",
       "      <td>https://www.coolidge.org/sites/default/files/s...</td>\n",
       "      <td>John Patton Ford</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Brattle</td>\n",
       "      <td>A Child Is Waiting</td>\n",
       "      <td>08-23</td>\n",
       "      <td>4:30 PM</td>\n",
       "      <td>https://brattlefilm.org/movies/a-child-is-wait...</td>\n",
       "      <td>https://s3.amazonaws.com/nightjarprod/content/...</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Coolidge</td>\n",
       "      <td>Bodies Bodies Bodies</td>\n",
       "      <td>08-23</td>\n",
       "      <td>4:45 PM</td>\n",
       "      <td>https://store.coolidge.org/websales/pages/tick...</td>\n",
       "      <td>https://www.coolidge.org/sites/default/files/s...</td>\n",
       "      <td>Halina Reijn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Coolidge</td>\n",
       "      <td>Emily the Criminal</td>\n",
       "      <td>08-23</td>\n",
       "      <td>6:30 PM</td>\n",
       "      <td>https://store.coolidge.org/websales/pages/tick...</td>\n",
       "      <td>https://www.coolidge.org/sites/default/files/s...</td>\n",
       "      <td>John Patton Ford</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Brattle</td>\n",
       "      <td>A Child Is Waiting</td>\n",
       "      <td>08-23</td>\n",
       "      <td>6:45 PM</td>\n",
       "      <td>https://brattlefilm.org/movies/a-child-is-wait...</td>\n",
       "      <td>https://s3.amazonaws.com/nightjarprod/content/...</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Coolidge</td>\n",
       "      <td>Nope</td>\n",
       "      <td>08-23</td>\n",
       "      <td>6:45 PM</td>\n",
       "      <td>https://store.coolidge.org/websales/pages/tick...</td>\n",
       "      <td>https://www.coolidge.org/sites/default/files/s...</td>\n",
       "      <td>Jordan Peele</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Coolidge</td>\n",
       "      <td>Onibaba</td>\n",
       "      <td>08-23</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td>https://store.coolidge.org/websales/pages/tick...</td>\n",
       "      <td>https://www.coolidge.org/sites/default/files/s...</td>\n",
       "      <td>Kaneto Shindô</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       theater                  title   date     time  \\\n",
       "0      Brattle  Judgment at Nuremberg  08-22  3:00 PM   \n",
       "0     Coolidge                   Nope  08-22  3:30 PM   \n",
       "3     Coolidge     Emily the Criminal  08-22  4:15 PM   \n",
       "6     Coolidge   Bodies Bodies Bodies  08-22  4:45 PM   \n",
       "1      Brattle  Judgment at Nuremberg  08-22  6:30 PM   \n",
       "4     Coolidge     Emily the Criminal  08-22  6:30 PM   \n",
       "1     Coolidge                   Nope  08-22  6:45 PM   \n",
       "9     Coolidge              Labyrinth  08-22  7:00 PM   \n",
       "0   Somerville   Bodies Bodies Bodies  08-22  7:00 PM   \n",
       "2   Somerville          Dirty Dancing  08-22  7:00 PM   \n",
       "7   Somerville                   Nope  08-22  7:00 PM   \n",
       "7     Coolidge   Bodies Bodies Bodies  08-22  7:15 PM   \n",
       "10    Coolidge              Vengeance  08-22  9:00 PM   \n",
       "8   Somerville           Now and Then  08-22  9:00 PM   \n",
       "5     Coolidge     Emily the Criminal  08-22  9:15 PM   \n",
       "2     Coolidge                   Nope  08-22  9:30 PM   \n",
       "8     Coolidge   Bodies Bodies Bodies  08-22  9:45 PM   \n",
       "11    Coolidge                   Nope  08-23  3:30 PM   \n",
       "14    Coolidge     Emily the Criminal  08-23  4:15 PM   \n",
       "2      Brattle     A Child Is Waiting  08-23  4:30 PM   \n",
       "17    Coolidge   Bodies Bodies Bodies  08-23  4:45 PM   \n",
       "15    Coolidge     Emily the Criminal  08-23  6:30 PM   \n",
       "3      Brattle     A Child Is Waiting  08-23  6:45 PM   \n",
       "12    Coolidge                   Nope  08-23  6:45 PM   \n",
       "20    Coolidge                Onibaba  08-23  7:00 PM   \n",
       "\n",
       "                                                 link  \\\n",
       "0   https://brattlefilm.org/movies/judgment-at-nur...   \n",
       "0   https://store.coolidge.org/websales/pages/tick...   \n",
       "3   https://store.coolidge.org/websales/pages/tick...   \n",
       "6   https://store.coolidge.org/websales/pages/tick...   \n",
       "1   https://brattlefilm.org/movies/judgment-at-nur...   \n",
       "4   https://store.coolidge.org/websales/pages/tick...   \n",
       "1   https://store.coolidge.org/websales/pages/tick...   \n",
       "9   https://store.coolidge.org/websales/pages/tick...   \n",
       "0   https://20163.formovietickets.com:2235/T.ASP?W...   \n",
       "2   https://20163.formovietickets.com:2235/T.ASP?W...   \n",
       "7   https://20163.formovietickets.com:2235/T.ASP?W...   \n",
       "7   https://store.coolidge.org/websales/pages/tick...   \n",
       "10  https://store.coolidge.org/websales/pages/tick...   \n",
       "8   https://20163.formovietickets.com:2235/T.ASP?W...   \n",
       "5   https://store.coolidge.org/websales/pages/tick...   \n",
       "2   https://store.coolidge.org/websales/pages/tick...   \n",
       "8   https://store.coolidge.org/websales/pages/tick...   \n",
       "11  https://store.coolidge.org/websales/pages/tick...   \n",
       "14  https://store.coolidge.org/websales/pages/tick...   \n",
       "2   https://brattlefilm.org/movies/a-child-is-wait...   \n",
       "17  https://store.coolidge.org/websales/pages/tick...   \n",
       "15  https://store.coolidge.org/websales/pages/tick...   \n",
       "3   https://brattlefilm.org/movies/a-child-is-wait...   \n",
       "12  https://store.coolidge.org/websales/pages/tick...   \n",
       "20  https://store.coolidge.org/websales/pages/tick...   \n",
       "\n",
       "                                               poster              info  \n",
       "0   https://s3.amazonaws.com/nightjarprod/content/...                    \n",
       "0   https://www.coolidge.org/sites/default/files/s...      Jordan Peele  \n",
       "3   https://www.coolidge.org/sites/default/files/s...  John Patton Ford  \n",
       "6   https://www.coolidge.org/sites/default/files/s...      Halina Reijn  \n",
       "1   https://s3.amazonaws.com/nightjarprod/content/...                    \n",
       "4   https://www.coolidge.org/sites/default/files/s...  John Patton Ford  \n",
       "1   https://www.coolidge.org/sites/default/files/s...      Jordan Peele  \n",
       "9   https://www.coolidge.org/sites/default/files/s...        Jim Henson  \n",
       "0                                                 NaN                    \n",
       "2                                                 NaN                    \n",
       "7                                                 NaN                    \n",
       "7   https://www.coolidge.org/sites/default/files/s...      Halina Reijn  \n",
       "10  https://www.coolidge.org/sites/default/files/s...        B.J. Novak  \n",
       "8                                                 NaN                    \n",
       "5   https://www.coolidge.org/sites/default/files/s...  John Patton Ford  \n",
       "2   https://www.coolidge.org/sites/default/files/s...      Jordan Peele  \n",
       "8   https://www.coolidge.org/sites/default/files/s...      Halina Reijn  \n",
       "11  https://www.coolidge.org/sites/default/files/s...      Jordan Peele  \n",
       "14  https://www.coolidge.org/sites/default/files/s...  John Patton Ford  \n",
       "2   https://s3.amazonaws.com/nightjarprod/content/...                    \n",
       "17  https://www.coolidge.org/sites/default/files/s...      Halina Reijn  \n",
       "15  https://www.coolidge.org/sites/default/files/s...  John Patton Ford  \n",
       "3   https://s3.amazonaws.com/nightjarprod/content/...                    \n",
       "12  https://www.coolidge.org/sites/default/files/s...      Jordan Peele  \n",
       "20  https://www.coolidge.org/sites/default/files/s...     Kaneto Shindô  "
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.concat([brattle_df, coolidge_df, somerville_df]).sort_values(['date', 'time'])\n",
    "df['info'] = df['info'].fillna('')\n",
    "df[:25]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e5a181a6-2f12-4a50-9328-de5017d2e55a",
   "metadata": {},
   "source": [
    "## Rotten Tomates for poster art and rating"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4e372185-abe6-44c2-809c-08f9825d0c76",
   "metadata": {},
   "source": [
    "The movie nameentires on the theater sites are sometimes sloppy and the RT search functionality is very limited.\n",
    "Output below tries to identify (some) possible false matches.\n",
    "\n",
    "The is very hacky and still grabs some wrongs posters and ratings, usually when there are multiple (rated) movies with the same title.\n",
    "\n",
    "RT has their search results sorted by year. This stinks. Querying \"The Thing\" doesn't even show the cult classic 1986 Carpenter movie until the 2nd page of results! \n",
    "\n",
    "I'm probably just going to throw in the towel trying to scrape this info in the future and instead try an API or leverarge work other people have already done like this: https://pypi.org/project/rotten_tomatoes_client/"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "8b52a044-e480-4979-bbc3-87bf86cb175b",
   "metadata": {},
   "outputs": [],
   "source": [
    "rt_df = pd.read_csv('data/rt.csv')\n",
    "# rt_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "b96bf174-2a0a-4cca-b50b-81a218ad4b04",
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_rt_info(query):\n",
    "    N = 10 # number of entries to consider\n",
    "    query_parsed = urllib.parse.quote(query)\n",
    "    url = \"https://rottentomatoes.com/search?search='{query_parsed}'\"\n",
    "    url = url.format(query_parsed=query_parsed)\n",
    "    result = requests.get(url)\n",
    "    soup = BeautifulSoup(result.content, 'html.parser')\n",
    "    movie_section = soup.find('h2', attrs={'data-qa': 'search-result-title'}, text='Movies')\n",
    "    listings = movie_section.find_next_sibling('ul').find_all('search-page-media-row')\n",
    "    scores = [int(m['tomatometerscore']) if m['tomatometerscore'].isnumeric() else 0 for m in listings]\n",
    "    # accept first exact title match that has a rating or highest rated listing if no exact match\n",
    "    try:\n",
    "        rated_listings = [x[0] for x in sorted(zip(listings[:N], scores), key=lambda x: x[1], reverse=True) if x[1] > 0]\n",
    "        titles = [x.text.strip().lower() for x in rated_listings]\n",
    "        entry = rated_listings[titles.index(query.split('|')[0].strip().lower())]\n",
    "        exact_match = True\n",
    "    except:\n",
    "        entry = listings[np.argmax(scores[:N])]\n",
    "        exact_match = False\n",
    "        print(f\"No exact match for \\\"{query}\\\", usings \\\"{entry.text.strip()}\\\" instead\")\n",
    "    try:\n",
    "        rt_info = {\n",
    "            'title': entry.text.strip(),\n",
    "            'poster': entry.img['src'],\n",
    "            'year': entry['releaseyear'],\n",
    "            'cast': entry['cast'],\n",
    "            'score': entry['tomatometerscore'], # technically redundant\n",
    "            'cert': entry['tomatometerstate'],\n",
    "            'rt_link': entry.a['href'],\n",
    "            'exact_match': exact_match,\n",
    "            'query_str': query # the string query that resulted in this info (for caching)\n",
    "            }\n",
    "    except:\n",
    "        return None\n",
    "    return rt_info"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "78b15605-6036-4733-b23b-0bbe68e69846",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 98.2 ms, sys: 266 µs, total: 98.4 ms\n",
      "Wall time: 443 ms\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "{'title': 'Vengeance',\n",
       " 'poster': 'https://resizing.flixster.com/YQlnTBaOXZazET7DPeIiueFGsDE=/fit-in/80x126/v2/https://resizing.flixster.com/xrx35GfPi6i2xPLrmj30cYIKO4c=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzLzdiZTdkNDdlLWE5M2EtNDNhNC1hYWE2LTljYzJjYjc3ZDc2OC5qcGc=',\n",
       " 'year': '2022',\n",
       " 'cast': 'B.J. Novak,Issa Rae,Ashton Kutcher',\n",
       " 'score': '79',\n",
       " 'cert': 'certified-fresh',\n",
       " 'rt_link': 'https://www.rottentomatoes.com/m/vengeance_2022',\n",
       " 'exact_match': True,\n",
       " 'query_str': 'Vengeance | Novak'}"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%%time\n",
    "# example\n",
    "get_rt_info(\"Vengeance | Novak\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "d43827f7-ecd8-4efb-a740-2106a5c3cdd4",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "No exact match for \"Harvard Book Store presents R.F. Kuang |\", usings \"Hello, Bookstore\" instead\n",
      "No exact match for \"Kill Bill Vol. 1 and Vol. 2 | Quentin Tarantino\", usings \"A One and a Two...\" instead\n",
      "No exact match for \"Rock ‘n’ Roll High School |\", usings \"Rock 'n' Roll High School\" instead\n",
      "No exact match for \"The Origins of American Independent Cinema\n",
      "\n",
      "\n",
      "\n",
      "Part of The Origins of American Independent Cinema |\", usings \"The Decline of Western Civilization Part II: The Metal Years\" instead\n",
      "No exact match for \"X (2022) | Ti West\", usings \"X\" instead\n",
      "No exact match for \"Road Warrior (aka Mad Max 2) |\", usings \"Mad Max: Fury Road\" instead\n",
      "No exact match for \"The Texas Chainsaw Massacre 2 | Tobe Hooper\", usings \"The Texas Chainsaw Massacre Part 2\" instead\n",
      "No exact match for \"Season of the Witch '72 |\", usings \"Season of the Devil (Ang Panahon ng Halimaw)\" instead\n",
      "No exact match for \"Straight Line Crazy | Nicholas Hytner\", usings \"The Lady in the Van\" instead\n",
      "No exact match for \"Shaft (1971) | Gordon Parks\", usings \"A Choice of Weapons: Inspired by Gordon Parks\" instead\n",
      "No exact match for \"Coolidge After Midnite Honors Fabio Frizzi\n",
      "\n",
      "\n",
      "\n",
      "Part of Coolidge After Midnite Honors Fabio Frizzi | Lucio Fulci\", usings \"Fulci for Fake\" instead\n",
      "No exact match for \"Frizzi 2 Fulci\n",
      "\n",
      "\n",
      "\n",
      "Part of Coolidge After Midnite Honors Fabio Frizzi |\", usings \"Fulci for Fake\" instead\n",
      "No exact match for \"Infernal Affairs Trilogy | Andrew Lau, Alan Mak\", usings \"Infernal Affairs\" instead\n",
      "No exact match for \"Greg Sestero Presents Miracle Valley and The Room | Greg Sestero\", usings \"Infrared\" instead\n",
      "No exact match for \"Three Colors: Blue | Krzysztof Kieslowski\", usings \"Blue\" instead\n",
      "No exact match for \"Three Colors: White | Krzysztof Kieslowski\", usings \"Trois Couleurs: Blanc\" instead\n",
      "No exact match for \"Jack Absolute Flies Again | Emily Burns\", usings \"Daphne\" instead\n",
      "No exact match for \"The Thing (1982) | John Carpenter\", usings \"The Thing\" instead\n",
      "No exact match for \"The Greatest Showman Sing-Along | Michael Gracey\", usings \"Monty Python and the Holy Grail\" instead\n",
      "CPU times: user 8.65 s, sys: 253 ms, total: 8.9 s\n",
      "Wall time: 1min 21s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "SLEEP_TIME = 0.1 # let's be nice and not hammer the servers too hard\n",
    "no_dupes = df.drop_duplicates(['title', 'info'])\n",
    "rt_data = []\n",
    "for title, info in zip(no_dupes['title'], no_dupes['info']):\n",
    "    # title and info delimited by '|' so it can be decomposed later\n",
    "    query = f'{title} | {info}'.strip()\n",
    "    try:\n",
    "        d = get_rt_info(query)\n",
    "        d.update(listing_title=title)\n",
    "        rt_data.append(d)\n",
    "    except:\n",
    "        print(title, info)\n",
    "    time.sleep(SLEEP_TIME)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "4c74f8d8-51ef-4d15-aafa-f0372adf85a0",
   "metadata": {
    "scrolled": true,
    "tags": []
   },
   "outputs": [],
   "source": [
    "rt_df = pd.DataFrame(rt_data)\n",
    "rt_df.to_csv('data/rt.csv', index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "d8e74133-2b75-4200-89a3-355ae5e4342f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>title</th>\n",
       "      <th>poster</th>\n",
       "      <th>year</th>\n",
       "      <th>cast</th>\n",
       "      <th>score</th>\n",
       "      <th>cert</th>\n",
       "      <th>rt_link</th>\n",
       "      <th>exact_match</th>\n",
       "      <th>query_str</th>\n",
       "      <th>listing_title</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Judgment at Nuremberg</td>\n",
       "      <td>https://resizing.flixster.com/aOTyYtddK0xgxGIT...</td>\n",
       "      <td>1961</td>\n",
       "      <td>Spencer Tracy,Burt Lancaster,Richard Widmark</td>\n",
       "      <td>92</td>\n",
       "      <td>fresh</td>\n",
       "      <td>https://www.rottentomatoes.com/m/judgment_at_n...</td>\n",
       "      <td>True</td>\n",
       "      <td>Judgment at Nuremberg |</td>\n",
       "      <td>Judgment at Nuremberg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Nope</td>\n",
       "      <td>https://resizing.flixster.com/RqUUghr84Wd1Mdr_...</td>\n",
       "      <td>2022</td>\n",
       "      <td>Daniel Kaluuya,Keke Palmer,Steven Yeun</td>\n",
       "      <td>82</td>\n",
       "      <td>certified-fresh</td>\n",
       "      <td>https://www.rottentomatoes.com/m/nope</td>\n",
       "      <td>True</td>\n",
       "      <td>Nope | Jordan Peele</td>\n",
       "      <td>Nope</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Emily the Criminal</td>\n",
       "      <td>https://resizing.flixster.com/i7JSTWsBKyKdjQKi...</td>\n",
       "      <td>2022</td>\n",
       "      <td>Aubrey Plaza,Theo Rossi,Jonathan Avigdori</td>\n",
       "      <td>93</td>\n",
       "      <td>certified-fresh</td>\n",
       "      <td>https://www.rottentomatoes.com/m/emily_the_cri...</td>\n",
       "      <td>True</td>\n",
       "      <td>Emily the Criminal | John Patton Ford</td>\n",
       "      <td>Emily the Criminal</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Bodies Bodies Bodies</td>\n",
       "      <td>https://resizing.flixster.com/wUsCy5Orzb86Dexq...</td>\n",
       "      <td>2022</td>\n",
       "      <td>Amandla Stenberg,Maria Bakalova,Myha'la Herrold</td>\n",
       "      <td>88</td>\n",
       "      <td>certified-fresh</td>\n",
       "      <td>https://www.rottentomatoes.com/m/bodies_bodies...</td>\n",
       "      <td>True</td>\n",
       "      <td>Bodies Bodies Bodies | Halina Reijn</td>\n",
       "      <td>Bodies Bodies Bodies</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Labyrinth</td>\n",
       "      <td>https://resizing.flixster.com/jNnX_xp8w6xznQPx...</td>\n",
       "      <td>1986</td>\n",
       "      <td>David Bowie,Jennifer Connelly,Toby Froud</td>\n",
       "      <td>75</td>\n",
       "      <td>fresh</td>\n",
       "      <td>https://www.rottentomatoes.com/m/labyrinth</td>\n",
       "      <td>True</td>\n",
       "      <td>Labyrinth | Jim Henson</td>\n",
       "      <td>Labyrinth</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                   title                                             poster  \\\n",
       "0  Judgment at Nuremberg  https://resizing.flixster.com/aOTyYtddK0xgxGIT...   \n",
       "1                   Nope  https://resizing.flixster.com/RqUUghr84Wd1Mdr_...   \n",
       "2     Emily the Criminal  https://resizing.flixster.com/i7JSTWsBKyKdjQKi...   \n",
       "3   Bodies Bodies Bodies  https://resizing.flixster.com/wUsCy5Orzb86Dexq...   \n",
       "4              Labyrinth  https://resizing.flixster.com/jNnX_xp8w6xznQPx...   \n",
       "\n",
       "   year                                             cast  score  \\\n",
       "0  1961     Spencer Tracy,Burt Lancaster,Richard Widmark     92   \n",
       "1  2022           Daniel Kaluuya,Keke Palmer,Steven Yeun     82   \n",
       "2  2022        Aubrey Plaza,Theo Rossi,Jonathan Avigdori     93   \n",
       "3  2022  Amandla Stenberg,Maria Bakalova,Myha'la Herrold     88   \n",
       "4  1986         David Bowie,Jennifer Connelly,Toby Froud     75   \n",
       "\n",
       "              cert                                            rt_link  \\\n",
       "0            fresh  https://www.rottentomatoes.com/m/judgment_at_n...   \n",
       "1  certified-fresh              https://www.rottentomatoes.com/m/nope   \n",
       "2  certified-fresh  https://www.rottentomatoes.com/m/emily_the_cri...   \n",
       "3  certified-fresh  https://www.rottentomatoes.com/m/bodies_bodies...   \n",
       "4            fresh         https://www.rottentomatoes.com/m/labyrinth   \n",
       "\n",
       "   exact_match                              query_str          listing_title  \n",
       "0         True                Judgment at Nuremberg |  Judgment at Nuremberg  \n",
       "1         True                    Nope | Jordan Peele                   Nope  \n",
       "2         True  Emily the Criminal | John Patton Ford     Emily the Criminal  \n",
       "3         True    Bodies Bodies Bodies | Halina Reijn   Bodies Bodies Bodies  \n",
       "4         True                 Labyrinth | Jim Henson              Labyrinth  "
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rt_df = pd.read_csv('data/rt.csv')\n",
    "rt_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "1ad88fe0-2b64-48f4-940b-e7d26ddcdf9f",
   "metadata": {},
   "outputs": [],
   "source": [
    "merged = pd.merge(df, rt_df, left_on='title', right_on='listing_title')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "89d9b0a5-0055-4765-8ee2-f6efd94e5fbc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['theater', 'title_x', 'date', 'time', 'link', 'poster_x', 'info',\n",
       "       'title_y', 'poster_y', 'year', 'cast', 'score', 'cert', 'rt_link',\n",
       "       'exact_match', 'query_str', 'listing_title'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "merged.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "9e5b4b28-1922-47ce-9b11-ece628db51bb",
   "metadata": {},
   "outputs": [],
   "source": [
    "merged = merged.drop(['listing_title', 'poster_x', 'title_y'], axis=1)\\\n",
    "               .rename(columns={'title_x': 'title', 'poster_y': 'poster'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "4e198608-6ecd-42d0-aa95-f10175d4175f",
   "metadata": {},
   "outputs": [],
   "source": [
    "output = merged[['theater', 'poster', 'exact_match', 'title', 'year', 'date', 'time', 'link', 'score', 'rt_link']].sort_values(['date','time'])\n",
    "output= output.drop_duplicates()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "432161ed-4611-432b-9f4d-c4035709d40d",
   "metadata": {},
   "outputs": [],
   "source": [
    "# add HTML to poster and ticket & RT link strings so they \n",
    "# work when displayed in the DataFrame\n",
    "output['exact_match'] = output.exact_match.apply(lambda x: '?' if not x else ' ')\n",
    "output['poster']=  '''<img src=\"''' + output['poster'] + '''\">''' \n",
    "output['link'] = output.link.apply(lambda x: f\"<a href={x}>🎟️</a>\")\n",
    "output['rt_link'] = output.rt_link.apply(lambda x: f\"<a href={x}>🍅</a>\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "3c36cfd3-a749-4c04-a613-f7d6ae99cc3a",
   "metadata": {},
   "outputs": [],
   "source": [
    "output.to_csv(\"data/showtimes.csv\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "87990605-4255-42a6-9737-445b6f4bed9a",
   "metadata": {},
   "source": [
    "# Showtimes "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "11a5377c-297b-421d-9aa5-670ea5f0b575",
   "metadata": {},
   "outputs": [],
   "source": [
    "html_output = r'<link rel=\"stylesheet\" type=\"text/css\" media=\"screen\" href=\"stylesheets/main.css\" />' + '\\n'\n",
    "\n",
    "html_output += output.to_html(render_links=True, escape=False, index=False, justify='center')\n",
    "with open('docs/index.html', 'w') as f:\n",
    "    f.write(html_output)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "16d2b498-8575-4679-ae38-43ef1b73fba2",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: center;\">\n",
       "      <th>theater</th>\n",
       "      <th>poster</th>\n",
       "      <th>exact_match</th>\n",
       "      <th>title</th>\n",
       "      <th>year</th>\n",
       "      <th>date</th>\n",
       "      <th>time</th>\n",
       "      <th>link</th>\n",
       "      <th>score</th>\n",
       "      <th>rt_link</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>Brattle</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/aOTyYtddK0xgxGITaMOzF6Nqxj4=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p2664_p_v8_ab.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Judgment at Nuremberg</td>\n",
       "      <td>1961</td>\n",
       "      <td>08-22</td>\n",
       "      <td>3:00 PM</td>\n",
       "      <td><a href=https://brattlefilm.org/movies/judgment-at-nuremberg/>🎟️</a></td>\n",
       "      <td>92</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/judgment_at_nuremburg>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/RqUUghr84Wd1Mdr_7PStmSQXXhM=/fit-in/80x126/v2/https://resizing.flixster.com/6EeYrywKueOFue9uRSQqLxfGKI0=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzLzA0NzZhZTk0LTI3NjctNGZiNi04Yjg4LWRiN2RkNTJiYWZlNy5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Nope</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-22</td>\n",
       "      <td>3:30 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751551~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>82</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/nope>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/i7JSTWsBKyKdjQKiLGIWLLSKJz8=/fit-in/80x126/v2/https://resizing.flixster.com/qtYisqOwDStnpo2P22PRTHC53Uk=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzL2NmMmQ0ZTRiLWVkOGYtNDllNS05ZjRiLWYyY2RhMjk1YzRjYi5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Emily the Criminal</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-22</td>\n",
       "      <td>4:15 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751604~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>93</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/emily_the_criminal>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/wUsCy5Orzb86DexqthsfuvpaBbA=/fit-in/80x126/v2/https://resizing.flixster.com/fvOZsuAVLTdhl2l-2GujLRXhcXQ=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzL2Y0MmI1ZTBmLThjNjQtNDg0NC04ZDk4LTk3YTE0NjAyZGM3Mi5wbmc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Bodies Bodies Bodies</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-22</td>\n",
       "      <td>4:45 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751562~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>88</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/bodies_bodies_bodies>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Brattle</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/aOTyYtddK0xgxGITaMOzF6Nqxj4=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p2664_p_v8_ab.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Judgment at Nuremberg</td>\n",
       "      <td>1961</td>\n",
       "      <td>08-22</td>\n",
       "      <td>6:30 PM</td>\n",
       "      <td><a href=https://brattlefilm.org/movies/judgment-at-nuremberg/>🎟️</a></td>\n",
       "      <td>92</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/judgment_at_nuremburg>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/i7JSTWsBKyKdjQKiLGIWLLSKJz8=/fit-in/80x126/v2/https://resizing.flixster.com/qtYisqOwDStnpo2P22PRTHC53Uk=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzL2NmMmQ0ZTRiLWVkOGYtNDllNS05ZjRiLWYyY2RhMjk1YzRjYi5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Emily the Criminal</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-22</td>\n",
       "      <td>6:30 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751583~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>93</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/emily_the_criminal>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/RqUUghr84Wd1Mdr_7PStmSQXXhM=/fit-in/80x126/v2/https://resizing.flixster.com/6EeYrywKueOFue9uRSQqLxfGKI0=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzLzA0NzZhZTk0LTI3NjctNGZiNi04Yjg4LWRiN2RkNTJiYWZlNy5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Nope</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-22</td>\n",
       "      <td>6:45 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751540~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>82</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/nope>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Somerville</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/RqUUghr84Wd1Mdr_7PStmSQXXhM=/fit-in/80x126/v2/https://resizing.flixster.com/6EeYrywKueOFue9uRSQqLxfGKI0=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzLzA0NzZhZTk0LTI3NjctNGZiNi04Yjg4LWRiN2RkNTJiYWZlNy5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Nope</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-22</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://20163.formovietickets.com:2235/T.ASP?WCI=BT&Page=PickTickets&SHOWID=42417&PLACEID=3>🎟️</a></td>\n",
       "      <td>82</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/nope>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Somerville</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/wUsCy5Orzb86DexqthsfuvpaBbA=/fit-in/80x126/v2/https://resizing.flixster.com/fvOZsuAVLTdhl2l-2GujLRXhcXQ=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzL2Y0MmI1ZTBmLThjNjQtNDg0NC04ZDk4LTk3YTE0NjAyZGM3Mi5wbmc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Bodies Bodies Bodies</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-22</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://20163.formovietickets.com:2235/T.ASP?WCI=BT&Page=PickTickets&SHOWID=42418&PLACEID=2>🎟️</a></td>\n",
       "      <td>88</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/bodies_bodies_bodies>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/jNnX_xp8w6xznQPxCH9vpnd3DWs=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p9355_p_v7_ak.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Labyrinth</td>\n",
       "      <td>1986</td>\n",
       "      <td>08-22</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=729489~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>75</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/labyrinth>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Somerville</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/AHDUrGor402_frmoRkntUNg_5RA=/fit-in/80x126/v2/https://flxt.tmsimg.com/NowShowing/2027/2027_aa.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Dirty Dancing</td>\n",
       "      <td>1987</td>\n",
       "      <td>08-22</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://20163.formovietickets.com:2235/T.ASP?WCI=BT&Page=PickTickets&SHOWID=42073&PLACEID=1>🎟️</a></td>\n",
       "      <td>70</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/dirty_dancing>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/wUsCy5Orzb86DexqthsfuvpaBbA=/fit-in/80x126/v2/https://resizing.flixster.com/fvOZsuAVLTdhl2l-2GujLRXhcXQ=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzL2Y0MmI1ZTBmLThjNjQtNDg0NC04ZDk4LTk3YTE0NjAyZGM3Mi5wbmc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Bodies Bodies Bodies</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-22</td>\n",
       "      <td>7:15 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751570~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>88</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/bodies_bodies_bodies>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/YQlnTBaOXZazET7DPeIiueFGsDE=/fit-in/80x126/v2/https://resizing.flixster.com/xrx35GfPi6i2xPLrmj30cYIKO4c=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzLzdiZTdkNDdlLWE5M2EtNDNhNC1hYWE2LTljYzJjYjc3ZDc2OC5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Vengeance</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-22</td>\n",
       "      <td>9:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751600~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>79</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/vengeance_2022>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Somerville</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/UNrNQ8uxX0w95rOsPLrNlSD8A8A=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p17300_p_v8_aa.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Now and Then</td>\n",
       "      <td>1995</td>\n",
       "      <td>08-22</td>\n",
       "      <td>9:00 PM</td>\n",
       "      <td><a href=https://20163.formovietickets.com:2235/T.ASP?WCI=BT&Page=PickTickets&SHOWID=42074&PLACEID=1>🎟️</a></td>\n",
       "      <td>33</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/now_and_then>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/i7JSTWsBKyKdjQKiLGIWLLSKJz8=/fit-in/80x126/v2/https://resizing.flixster.com/qtYisqOwDStnpo2P22PRTHC53Uk=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzL2NmMmQ0ZTRiLWVkOGYtNDllNS05ZjRiLWYyY2RhMjk1YzRjYi5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Emily the Criminal</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-22</td>\n",
       "      <td>9:15 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751581~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>93</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/emily_the_criminal>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/RqUUghr84Wd1Mdr_7PStmSQXXhM=/fit-in/80x126/v2/https://resizing.flixster.com/6EeYrywKueOFue9uRSQqLxfGKI0=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzLzA0NzZhZTk0LTI3NjctNGZiNi04Yjg4LWRiN2RkNTJiYWZlNy5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Nope</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-22</td>\n",
       "      <td>9:30 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751545~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>82</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/nope>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/wUsCy5Orzb86DexqthsfuvpaBbA=/fit-in/80x126/v2/https://resizing.flixster.com/fvOZsuAVLTdhl2l-2GujLRXhcXQ=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzL2Y0MmI1ZTBmLThjNjQtNDg0NC04ZDk4LTk3YTE0NjAyZGM3Mi5wbmc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Bodies Bodies Bodies</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-22</td>\n",
       "      <td>9:45 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751571~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>88</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/bodies_bodies_bodies>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/RqUUghr84Wd1Mdr_7PStmSQXXhM=/fit-in/80x126/v2/https://resizing.flixster.com/6EeYrywKueOFue9uRSQqLxfGKI0=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzLzA0NzZhZTk0LTI3NjctNGZiNi04Yjg4LWRiN2RkNTJiYWZlNy5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Nope</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-23</td>\n",
       "      <td>3:30 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751550~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>82</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/nope>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/i7JSTWsBKyKdjQKiLGIWLLSKJz8=/fit-in/80x126/v2/https://resizing.flixster.com/qtYisqOwDStnpo2P22PRTHC53Uk=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzL2NmMmQ0ZTRiLWVkOGYtNDllNS05ZjRiLWYyY2RhMjk1YzRjYi5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Emily the Criminal</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-23</td>\n",
       "      <td>4:15 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751588~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>93</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/emily_the_criminal>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Brattle</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/v_ilRAbCx7CKmFnHcHf5lfX8-IE=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p5805_p_v8_aa.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>A Child Is Waiting</td>\n",
       "      <td>1963</td>\n",
       "      <td>08-23</td>\n",
       "      <td>4:30 PM</td>\n",
       "      <td><a href=https://brattlefilm.org/movies/a-child-is-waiting/>🎟️</a></td>\n",
       "      <td>93</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/child_is_waiting>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/wUsCy5Orzb86DexqthsfuvpaBbA=/fit-in/80x126/v2/https://resizing.flixster.com/fvOZsuAVLTdhl2l-2GujLRXhcXQ=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzL2Y0MmI1ZTBmLThjNjQtNDg0NC04ZDk4LTk3YTE0NjAyZGM3Mi5wbmc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Bodies Bodies Bodies</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-23</td>\n",
       "      <td>4:45 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751565~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>88</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/bodies_bodies_bodies>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/i7JSTWsBKyKdjQKiLGIWLLSKJz8=/fit-in/80x126/v2/https://resizing.flixster.com/qtYisqOwDStnpo2P22PRTHC53Uk=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzL2NmMmQ0ZTRiLWVkOGYtNDllNS05ZjRiLWYyY2RhMjk1YzRjYi5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Emily the Criminal</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-23</td>\n",
       "      <td>6:30 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751585~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>93</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/emily_the_criminal>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/RqUUghr84Wd1Mdr_7PStmSQXXhM=/fit-in/80x126/v2/https://resizing.flixster.com/6EeYrywKueOFue9uRSQqLxfGKI0=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzLzA0NzZhZTk0LTI3NjctNGZiNi04Yjg4LWRiN2RkNTJiYWZlNy5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Nope</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-23</td>\n",
       "      <td>6:45 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751539~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>82</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/nope>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Brattle</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/v_ilRAbCx7CKmFnHcHf5lfX8-IE=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p5805_p_v8_aa.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>A Child Is Waiting</td>\n",
       "      <td>1963</td>\n",
       "      <td>08-23</td>\n",
       "      <td>6:45 PM</td>\n",
       "      <td><a href=https://brattlefilm.org/movies/a-child-is-waiting/>🎟️</a></td>\n",
       "      <td>93</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/child_is_waiting>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/Pf0R-TfVoaVL7e3ej-mSMUKK75Q=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p73253_p_v8_aa.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Onibaba</td>\n",
       "      <td>1964</td>\n",
       "      <td>08-23</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=745043~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>89</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/onibaba>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/wUsCy5Orzb86DexqthsfuvpaBbA=/fit-in/80x126/v2/https://resizing.flixster.com/fvOZsuAVLTdhl2l-2GujLRXhcXQ=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzL2Y0MmI1ZTBmLThjNjQtNDg0NC04ZDk4LTk3YTE0NjAyZGM3Mi5wbmc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Bodies Bodies Bodies</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-23</td>\n",
       "      <td>7:15 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751568~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>88</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/bodies_bodies_bodies>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/YQlnTBaOXZazET7DPeIiueFGsDE=/fit-in/80x126/v2/https://resizing.flixster.com/xrx35GfPi6i2xPLrmj30cYIKO4c=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzLzdiZTdkNDdlLWE5M2EtNDNhNC1hYWE2LTljYzJjYjc3ZDc2OC5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Vengeance</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-23</td>\n",
       "      <td>9:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751601~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>79</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/vengeance_2022>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/i7JSTWsBKyKdjQKiLGIWLLSKJz8=/fit-in/80x126/v2/https://resizing.flixster.com/qtYisqOwDStnpo2P22PRTHC53Uk=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzL2NmMmQ0ZTRiLWVkOGYtNDllNS05ZjRiLWYyY2RhMjk1YzRjYi5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Emily the Criminal</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-23</td>\n",
       "      <td>9:15 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751584~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>93</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/emily_the_criminal>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/RqUUghr84Wd1Mdr_7PStmSQXXhM=/fit-in/80x126/v2/https://resizing.flixster.com/6EeYrywKueOFue9uRSQqLxfGKI0=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzLzA0NzZhZTk0LTI3NjctNGZiNi04Yjg4LWRiN2RkNTJiYWZlNy5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Nope</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-23</td>\n",
       "      <td>9:30 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751543~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>82</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/nope>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/wUsCy5Orzb86DexqthsfuvpaBbA=/fit-in/80x126/v2/https://resizing.flixster.com/fvOZsuAVLTdhl2l-2GujLRXhcXQ=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzL2Y0MmI1ZTBmLThjNjQtNDg0NC04ZDk4LTk3YTE0NjAyZGM3Mi5wbmc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Bodies Bodies Bodies</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-23</td>\n",
       "      <td>9:45 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751573~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>88</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/bodies_bodies_bodies>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/RqUUghr84Wd1Mdr_7PStmSQXXhM=/fit-in/80x126/v2/https://resizing.flixster.com/6EeYrywKueOFue9uRSQqLxfGKI0=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzLzA0NzZhZTk0LTI3NjctNGZiNi04Yjg4LWRiN2RkNTJiYWZlNy5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Nope</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-24</td>\n",
       "      <td>3:30 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751552~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>82</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/nope>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/i7JSTWsBKyKdjQKiLGIWLLSKJz8=/fit-in/80x126/v2/https://resizing.flixster.com/qtYisqOwDStnpo2P22PRTHC53Uk=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzL2NmMmQ0ZTRiLWVkOGYtNDllNS05ZjRiLWYyY2RhMjk1YzRjYi5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Emily the Criminal</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-24</td>\n",
       "      <td>4:15 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751590~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>93</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/emily_the_criminal>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/wUsCy5Orzb86DexqthsfuvpaBbA=/fit-in/80x126/v2/https://resizing.flixster.com/fvOZsuAVLTdhl2l-2GujLRXhcXQ=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzL2Y0MmI1ZTBmLThjNjQtNDg0NC04ZDk4LTk3YTE0NjAyZGM3Mi5wbmc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Bodies Bodies Bodies</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-24</td>\n",
       "      <td>4:45 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751569~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>88</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/bodies_bodies_bodies>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Brattle</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/Nj5sZOc_Nnd9u85QWMCWyaeWQtc=/fit-in/80x126/v2/https://resizing.flixster.com/Rm0qvXntTSMNrTa6NsFDlqmDySw=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzLzkwOTE2MTdmLTEwYWEtNGRkNy05ZDUxLTJiNjY3MTBhMzc2My5qcGc=\"></td>\n",
       "      <td>?</td>\n",
       "      <td>Harvard Book Store presents R.F. Kuang</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-24</td>\n",
       "      <td>6:00 PM</td>\n",
       "      <td><a href=https://brattlefilm.org/special_events/harvard-book-store-presents-r-f-kuang/>🎟️</a></td>\n",
       "      <td>71</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/hello_bookstore>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/i7JSTWsBKyKdjQKiLGIWLLSKJz8=/fit-in/80x126/v2/https://resizing.flixster.com/qtYisqOwDStnpo2P22PRTHC53Uk=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzL2NmMmQ0ZTRiLWVkOGYtNDllNS05ZjRiLWYyY2RhMjk1YzRjYi5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Emily the Criminal</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-24</td>\n",
       "      <td>6:30 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751587~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>93</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/emily_the_criminal>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/RqUUghr84Wd1Mdr_7PStmSQXXhM=/fit-in/80x126/v2/https://resizing.flixster.com/6EeYrywKueOFue9uRSQqLxfGKI0=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzLzA0NzZhZTk0LTI3NjctNGZiNi04Yjg4LWRiN2RkNTJiYWZlNy5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Nope</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-24</td>\n",
       "      <td>6:45 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751541~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>82</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/nope>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/crCMwYJhsv3IHscPQmSfW1p2oU8=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p26375_p_v8_aa.jpg\"></td>\n",
       "      <td>?</td>\n",
       "      <td>Kill Bill Vol. 1 and Vol. 2</td>\n",
       "      <td>2000</td>\n",
       "      <td>08-24</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=745044~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>97</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/yi_yi>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Somerville</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/5wIzI-77_rQ6dxF1gPg2iTu4Brk=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p11644_p_v8_ab.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Do the Right Thing</td>\n",
       "      <td>1989</td>\n",
       "      <td>08-24</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://20163.formovietickets.com:2235/T.ASP?WCI=BT&Page=PickTickets&SHOWID=42077&PLACEID=1>🎟️</a></td>\n",
       "      <td>92</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/do_the_right_thing>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/wUsCy5Orzb86DexqthsfuvpaBbA=/fit-in/80x126/v2/https://resizing.flixster.com/fvOZsuAVLTdhl2l-2GujLRXhcXQ=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzL2Y0MmI1ZTBmLThjNjQtNDg0NC04ZDk4LTk3YTE0NjAyZGM3Mi5wbmc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Bodies Bodies Bodies</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-24</td>\n",
       "      <td>7:15 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751566~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>88</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/bodies_bodies_bodies>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Brattle</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/dX_LNx2r3J4KK5q2G6uepBedHmA=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p6915_p_v8_aq.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Grease</td>\n",
       "      <td>1978</td>\n",
       "      <td>08-24</td>\n",
       "      <td>7:45 PM</td>\n",
       "      <td><a href=https://brattlefilm.org/movies/grease/>🎟️</a></td>\n",
       "      <td>76</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/grease>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Somerville</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/WBwWy5DgRp6gY0Qus7V7esGunps=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p17756_p_v8_ac.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Crooklyn</td>\n",
       "      <td>1994</td>\n",
       "      <td>08-24</td>\n",
       "      <td>9:00 PM</td>\n",
       "      <td><a href=https://20163.formovietickets.com:2235/T.ASP?WCI=BT&Page=PickTickets&SHOWID=42078&PLACEID=1>🎟️</a></td>\n",
       "      <td>78</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/crooklyn>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/i7JSTWsBKyKdjQKiLGIWLLSKJz8=/fit-in/80x126/v2/https://resizing.flixster.com/qtYisqOwDStnpo2P22PRTHC53Uk=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzL2NmMmQ0ZTRiLWVkOGYtNDllNS05ZjRiLWYyY2RhMjk1YzRjYi5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Emily the Criminal</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-24</td>\n",
       "      <td>9:15 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751589~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>93</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/emily_the_criminal>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/wUsCy5Orzb86DexqthsfuvpaBbA=/fit-in/80x126/v2/https://resizing.flixster.com/fvOZsuAVLTdhl2l-2GujLRXhcXQ=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzL2Y0MmI1ZTBmLThjNjQtNDg0NC04ZDk4LTk3YTE0NjAyZGM3Mi5wbmc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Bodies Bodies Bodies</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-24</td>\n",
       "      <td>9:30 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751572~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>88</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/bodies_bodies_bodies>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/RqUUghr84Wd1Mdr_7PStmSQXXhM=/fit-in/80x126/v2/https://resizing.flixster.com/6EeYrywKueOFue9uRSQqLxfGKI0=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzLzA0NzZhZTk0LTI3NjctNGZiNi04Yjg4LWRiN2RkNTJiYWZlNy5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Nope</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-24</td>\n",
       "      <td>9:45 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751544~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>82</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/nope>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/RqUUghr84Wd1Mdr_7PStmSQXXhM=/fit-in/80x126/v2/https://resizing.flixster.com/6EeYrywKueOFue9uRSQqLxfGKI0=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzLzA0NzZhZTk0LTI3NjctNGZiNi04Yjg4LWRiN2RkNTJiYWZlNy5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Nope</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-25</td>\n",
       "      <td>3:30 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751553~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>82</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/nope>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Brattle</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/qP6of1QDOrKgWKcLeNkEN-Q2N_M=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p8109_p_v8_ac.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Freaks</td>\n",
       "      <td>1932</td>\n",
       "      <td>08-25</td>\n",
       "      <td>3:30 PM</td>\n",
       "      <td><a href=https://brattlefilm.org/movies/freaks/>🎟️</a></td>\n",
       "      <td>95</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/freaks>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/i7JSTWsBKyKdjQKiLGIWLLSKJz8=/fit-in/80x126/v2/https://resizing.flixster.com/qtYisqOwDStnpo2P22PRTHC53Uk=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzL2NmMmQ0ZTRiLWVkOGYtNDllNS05ZjRiLWYyY2RhMjk1YzRjYi5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Emily the Criminal</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-25</td>\n",
       "      <td>4:15 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751591~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>93</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/emily_the_criminal>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/wUsCy5Orzb86DexqthsfuvpaBbA=/fit-in/80x126/v2/https://resizing.flixster.com/fvOZsuAVLTdhl2l-2GujLRXhcXQ=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzL2Y0MmI1ZTBmLThjNjQtNDg0NC04ZDk4LTk3YTE0NjAyZGM3Mi5wbmc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Bodies Bodies Bodies</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-25</td>\n",
       "      <td>4:45 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751564~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>88</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/bodies_bodies_bodies>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Brattle</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/blFvORjuQ0IK7A0wm0R-Xj3fofg=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p1589_p_v8_aa.jpg\"></td>\n",
       "      <td>?</td>\n",
       "      <td>Rock ‘n’ Roll High School</td>\n",
       "      <td>1979</td>\n",
       "      <td>08-25</td>\n",
       "      <td>5:30 PM</td>\n",
       "      <td><a href=https://brattlefilm.org/movies/rock-n-roll-high-school/>🎟️</a></td>\n",
       "      <td>81</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/1017745-rock_n_roll_high_school>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/QQiD-pdoCgPxeXyHxtKjgztkTik=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p10878_p_v8_ab.jpg\"></td>\n",
       "      <td>?</td>\n",
       "      <td>The Origins of American Independent Cinema\\n\\n\\n\\nPart of The Origins of American Independent Cinema</td>\n",
       "      <td>1988</td>\n",
       "      <td>08-25</td>\n",
       "      <td>6:30 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/entrypoint.aspx?guid=b8070f52-5c6d-43cc-b6f1-ce6428c01b34&amp;>🎟️</a></td>\n",
       "      <td>91</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/decline_of_western_civilization_pt_2_the_the_metal_years>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/i7JSTWsBKyKdjQKiLGIWLLSKJz8=/fit-in/80x126/v2/https://resizing.flixster.com/qtYisqOwDStnpo2P22PRTHC53Uk=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzL2NmMmQ0ZTRiLWVkOGYtNDllNS05ZjRiLWYyY2RhMjk1YzRjYi5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Emily the Criminal</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-25</td>\n",
       "      <td>6:45 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751586~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>93</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/emily_the_criminal>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/RqUUghr84Wd1Mdr_7PStmSQXXhM=/fit-in/80x126/v2/https://resizing.flixster.com/6EeYrywKueOFue9uRSQqLxfGKI0=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzLzA0NzZhZTk0LTI3NjctNGZiNi04Yjg4LWRiN2RkNTJiYWZlNy5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Nope</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-25</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751542~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>82</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/nope>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/wUsCy5Orzb86DexqthsfuvpaBbA=/fit-in/80x126/v2/https://resizing.flixster.com/fvOZsuAVLTdhl2l-2GujLRXhcXQ=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzL2Y0MmI1ZTBmLThjNjQtNDg0NC04ZDk4LTk3YTE0NjAyZGM3Mi5wbmc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Bodies Bodies Bodies</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-25</td>\n",
       "      <td>7:15 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751567~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>88</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/bodies_bodies_bodies>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Brattle</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/qP6of1QDOrKgWKcLeNkEN-Q2N_M=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p8109_p_v8_ac.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Freaks</td>\n",
       "      <td>1932</td>\n",
       "      <td>08-25</td>\n",
       "      <td>7:30 PM</td>\n",
       "      <td><a href=https://brattlefilm.org/movies/freaks/>🎟️</a></td>\n",
       "      <td>95</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/freaks>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/YQlnTBaOXZazET7DPeIiueFGsDE=/fit-in/80x126/v2/https://resizing.flixster.com/xrx35GfPi6i2xPLrmj30cYIKO4c=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzLzdiZTdkNDdlLWE5M2EtNDNhNC1hYWE2LTljYzJjYjc3ZDc2OC5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Vengeance</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-25</td>\n",
       "      <td>9:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751602~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>79</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/vengeance_2022>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/RqUUghr84Wd1Mdr_7PStmSQXXhM=/fit-in/80x126/v2/https://resizing.flixster.com/6EeYrywKueOFue9uRSQqLxfGKI0=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzLzA0NzZhZTk0LTI3NjctNGZiNi04Yjg4LWRiN2RkNTJiYWZlNy5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Nope</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-25</td>\n",
       "      <td>9:30 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751546~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>82</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/nope>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Brattle</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/blFvORjuQ0IK7A0wm0R-Xj3fofg=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p1589_p_v8_aa.jpg\"></td>\n",
       "      <td>?</td>\n",
       "      <td>Rock ‘n’ Roll High School</td>\n",
       "      <td>1979</td>\n",
       "      <td>08-25</td>\n",
       "      <td>9:30 PM</td>\n",
       "      <td><a href=https://brattlefilm.org/movies/rock-n-roll-high-school/>🎟️</a></td>\n",
       "      <td>81</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/1017745-rock_n_roll_high_school>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/i7JSTWsBKyKdjQKiLGIWLLSKJz8=/fit-in/80x126/v2/https://resizing.flixster.com/qtYisqOwDStnpo2P22PRTHC53Uk=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzL2NmMmQ0ZTRiLWVkOGYtNDllNS05ZjRiLWYyY2RhMjk1YzRjYi5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Emily the Criminal</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-25</td>\n",
       "      <td>9:45 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751582~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>93</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/emily_the_criminal>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/wUsCy5Orzb86DexqthsfuvpaBbA=/fit-in/80x126/v2/https://resizing.flixster.com/fvOZsuAVLTdhl2l-2GujLRXhcXQ=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzL2Y0MmI1ZTBmLThjNjQtNDg0NC04ZDk4LTk3YTE0NjAyZGM3Mi5wbmc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Bodies Bodies Bodies</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-25</td>\n",
       "      <td>9:55 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751556~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>88</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/bodies_bodies_bodies>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/82c0UupHG4wk3r2-4Xjj5odEkn0=/fit-in/80x126/v2/https://resizing.flixster.com/-Ius_N-ltCTKSsVCP_h4zcw5ixs=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzLzI5Y2VlMDIwLTJhMTgtNDAwOC05YTZkLTFkNWI1ZTQ2MGI4OC5qcGc=\"></td>\n",
       "      <td>?</td>\n",
       "      <td>X (2022)</td>\n",
       "      <td>2022</td>\n",
       "      <td>08-26</td>\n",
       "      <td>11:59 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=744725~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>94</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/x_2022>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Brattle</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/9FgWnLaCTFuzkUNqC7EG6YydOR4=/fit-in/80x126/v2/https://resizing.flixster.com/pPm80or1uOywb5_PnyoWb-liVQQ=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzLzg4ZTZjNTU1LTYwMzktNGQzYS05ZTE0LTgxMmVkZmQ4MWVmNi5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Mad Max</td>\n",
       "      <td>1979</td>\n",
       "      <td>08-26</td>\n",
       "      <td>5:00 PM</td>\n",
       "      <td><a href=https://brattlefilm.org/movies/mad-max/>🎟️</a></td>\n",
       "      <td>91</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/mad_max>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Somerville</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/dhPZeg-4ZohuxhFLd432cH97e98=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p9417_p_v8_ay.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Stand by Me</td>\n",
       "      <td>1986</td>\n",
       "      <td>08-26</td>\n",
       "      <td>5:00 PM</td>\n",
       "      <td><a href=https://20163.formovietickets.com:2235/T.ASP?WCI=BT&Page=PickTickets&SHOWID=42085&PLACEID=1>🎟️</a></td>\n",
       "      <td>91</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/stand_by_me_1986>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Somerville</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/3wuV4X9Ao6RfCICv1LxZZNK9kk8=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p4171_p_v8_ad.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>On Golden Pond</td>\n",
       "      <td>1981</td>\n",
       "      <td>08-26</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://20163.formovietickets.com:2235/T.ASP?WCI=BT&Page=PickTickets&SHOWID=42081&PLACEID=1>🎟️</a></td>\n",
       "      <td>93</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/on_golden_pond>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Brattle</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/8PNaqR2TwNWMMD5Vkhju-kjCFcY=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p10854488_p_v8_ao.jpg\"></td>\n",
       "      <td>?</td>\n",
       "      <td>Road Warrior (aka Mad Max 2)</td>\n",
       "      <td>2015</td>\n",
       "      <td>08-26</td>\n",
       "      <td>9:00 PM</td>\n",
       "      <td><a href=https://brattlefilm.org/movies/road-warrior-aka-mad-max-2/>🎟️</a></td>\n",
       "      <td>97</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/mad_max_fury_road>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Somerville</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/sH9DZjpUdS8SnzraZy7CwOklUfw=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p1820_p_v8_ag.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Friday the 13th</td>\n",
       "      <td>1980</td>\n",
       "      <td>08-27</td>\n",
       "      <td>11:00 PM</td>\n",
       "      <td><a href=https://20163.formovietickets.com:2235/T.ASP?WCI=BT&Page=PickTickets&SHOWID=42091&PLACEID=1>🎟️</a></td>\n",
       "      <td>63</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/friday_the_13th_part_1>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/NGPA1jvDugiVD9Vkf5Zv0bMLjZ4=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p7784_p_v8_ad.jpg\"></td>\n",
       "      <td>?</td>\n",
       "      <td>The Texas Chainsaw Massacre 2</td>\n",
       "      <td>1986</td>\n",
       "      <td>08-27</td>\n",
       "      <td>11:59 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=744732~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>45</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/texas_chainsaw_massacre_2>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Brattle</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/iBkn0phc3891dUmbi9In4OcDnqk=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p8715_p_v12_av.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Mad Max Beyond Thunderdome</td>\n",
       "      <td>1985</td>\n",
       "      <td>08-27</td>\n",
       "      <td>4:30 PM</td>\n",
       "      <td><a href=https://brattlefilm.org/movies/mad-max-beyond-thunderdome/>🎟️</a></td>\n",
       "      <td>81</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/mad_max_beyond_thunderdome>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Brattle</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/iBkn0phc3891dUmbi9In4OcDnqk=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p8715_p_v12_av.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Mad Max Beyond Thunderdome</td>\n",
       "      <td>1985</td>\n",
       "      <td>08-27</td>\n",
       "      <td>9:15 PM</td>\n",
       "      <td><a href=https://brattlefilm.org/movies/mad-max-beyond-thunderdome/>🎟️</a></td>\n",
       "      <td>81</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/mad_max_beyond_thunderdome>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Somerville</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/w6BSM_PUcpte2BDq7GK9AXQOEME=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p16580609_p_v8_bh.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Midsommar</td>\n",
       "      <td>2019</td>\n",
       "      <td>08-28</td>\n",
       "      <td>1:00 PM</td>\n",
       "      <td><a href=https://20163.formovietickets.com:2235/T.ASP?WCI=BT&Page=PickTickets&SHOWID=42094&PLACEID=1>🎟️</a></td>\n",
       "      <td>83</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/midsommar>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Brattle</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/8PNaqR2TwNWMMD5Vkhju-kjCFcY=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p10854488_p_v8_ao.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Mad Max: Fury Road</td>\n",
       "      <td>2015</td>\n",
       "      <td>08-28</td>\n",
       "      <td>2:30 PM</td>\n",
       "      <td><a href=https://brattlefilm.org/movies/mad-max-fury-road/>🎟️</a></td>\n",
       "      <td>97</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/mad_max_fury_road>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Somerville</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/k_n81y6EyV70QnzRKg-Rgt3J8nI=/fit-in/80x126/v2/https://resizing.flixster.com/aU3edzP59esCLI-htbiL8hkUjGE=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzLzhiZGRkZDc1LWNjN2YtNDI5My04YmEwLWQwZWMxNmNmNDMxMy53ZWJw\"></td>\n",
       "      <td>?</td>\n",
       "      <td>Season of the Witch '72</td>\n",
       "      <td>2018</td>\n",
       "      <td>08-28</td>\n",
       "      <td>4:00 PM</td>\n",
       "      <td><a href=https://20163.formovietickets.com:2235/T.ASP?WCI=BT&Page=PickTickets&SHOWID=42093&PLACEID=1>🎟️</a></td>\n",
       "      <td>100</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/season_of_the_devil>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Brattle</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/8PNaqR2TwNWMMD5Vkhju-kjCFcY=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p10854488_p_v8_ao.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Mad Max: Fury Road</td>\n",
       "      <td>2015</td>\n",
       "      <td>08-28</td>\n",
       "      <td>5:00 PM</td>\n",
       "      <td><a href=https://brattlefilm.org/movies/mad-max-fury-road/>🎟️</a></td>\n",
       "      <td>97</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/mad_max_fury_road>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Brattle</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/9FgWnLaCTFuzkUNqC7EG6YydOR4=/fit-in/80x126/v2/https://resizing.flixster.com/pPm80or1uOywb5_PnyoWb-liVQQ=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzLzg4ZTZjNTU1LTYwMzktNGQzYS05ZTE0LTgxMmVkZmQ4MWVmNi5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Mad Max</td>\n",
       "      <td>1979</td>\n",
       "      <td>08-28</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://brattlefilm.org/movies/mad-max/>🎟️</a></td>\n",
       "      <td>91</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/mad_max>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Brattle</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/e5RQRLdmc0geUDivsMEKoyHf5cY=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p2547_p_v8_aa.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>A Star Is Born</td>\n",
       "      <td>1937</td>\n",
       "      <td>08-29</td>\n",
       "      <td>3:30 PM</td>\n",
       "      <td><a href=https://brattlefilm.org/movies/a-star-is-born/>🎟️</a></td>\n",
       "      <td>100</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/1019828-star_is_born>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/8Yj3HatCzS_uFviN_W4Mu8K0X1k=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p168350_p_v8_ae.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Once</td>\n",
       "      <td>2006</td>\n",
       "      <td>08-29</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=749632~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>97</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/once>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Brattle</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/e5RQRLdmc0geUDivsMEKoyHf5cY=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p2547_p_v8_aa.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>A Star Is Born</td>\n",
       "      <td>1937</td>\n",
       "      <td>08-30</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://brattlefilm.org/movies/a-star-is-born/>🎟️</a></td>\n",
       "      <td>100</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/1019828-star_is_born>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/CNCR53WVJ0wFgH3T_2swDXxkomc=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p76821_p_v13_aa.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>The Tale of Zatoichi</td>\n",
       "      <td>1962</td>\n",
       "      <td>08-30</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=745041~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>100</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/the-tale-of-zatoichi>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Somerville</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/AKTB182sXgC2lRvVpPXyzTaVjPo=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p38888_p_v8_ab.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Nashville</td>\n",
       "      <td>1975</td>\n",
       "      <td>08-30</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://20163.formovietickets.com:2235/T.ASP?WCI=BT&Page=PickTickets&SHOWID=42098&PLACEID=1>🎟️</a></td>\n",
       "      <td>91</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/nashville>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/S6MlZcxLMg8FEMP7B47WC4FhK68=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p24979_p_v8_aa.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Ghost Dog: The Way of the Samurai</td>\n",
       "      <td>1999</td>\n",
       "      <td>08-31</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=745047~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>83</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/ghost_dog_the_way_of_the_samurai>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Brattle</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/apCPnYacxDqO72HC_z9ju5BpcBY=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p35836_v_v8_aa.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Reefer Madness</td>\n",
       "      <td>2005</td>\n",
       "      <td>09-01</td>\n",
       "      <td>5:00 PM</td>\n",
       "      <td><a href=https://brattlefilm.org/movies/reefer-madness/>🎟️</a></td>\n",
       "      <td>75</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/reefer_madness_2005>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/QQiD-pdoCgPxeXyHxtKjgztkTik=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p10878_p_v8_ab.jpg\"></td>\n",
       "      <td>?</td>\n",
       "      <td>The Origins of American Independent Cinema\\n\\n\\n\\nPart of The Origins of American Independent Cinema</td>\n",
       "      <td>1988</td>\n",
       "      <td>09-01</td>\n",
       "      <td>6:30 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/entrypoint.aspx?guid=b8070f52-5c6d-43cc-b6f1-ce6428c01b34&amp;>🎟️</a></td>\n",
       "      <td>91</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/decline_of_western_civilization_pt_2_the_the_metal_years>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Brattle</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/kliAluewxN72x9ERyreknheurKQ=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p6403_p_v8_aa.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>The Harder They Come</td>\n",
       "      <td>1972</td>\n",
       "      <td>09-01</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://brattlefilm.org/movies/the-harder-they-come/>🎟️</a></td>\n",
       "      <td>90</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/harder_they_come>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Brattle</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/apCPnYacxDqO72HC_z9ju5BpcBY=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p35836_v_v8_aa.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Reefer Madness</td>\n",
       "      <td>2005</td>\n",
       "      <td>09-01</td>\n",
       "      <td>9:30 PM</td>\n",
       "      <td><a href=https://brattlefilm.org/movies/reefer-madness/>🎟️</a></td>\n",
       "      <td>75</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/reefer_madness_2005>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/evy166nvuRDIi_zvm4Cyztgsr9Y=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p50426_p_v8_aa.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Pink Flamingos</td>\n",
       "      <td>1972</td>\n",
       "      <td>09-02</td>\n",
       "      <td>11:59 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=744735~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>83</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/pink_flamingos>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/Jw4KaBalzSZqfwCiAZeeWTDCGAU=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p8168_p_v8_aa.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Repo Man</td>\n",
       "      <td>1984</td>\n",
       "      <td>09-03</td>\n",
       "      <td>11:59 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=744733~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>98</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/repo_man>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/FT9ZFz044koeIt6DdcgGmb19itw=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p22554_p_v8_ai.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Office Space</td>\n",
       "      <td>1999</td>\n",
       "      <td>09-05</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=750790~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>80</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/office_space>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/6V_slt96ynbBRHNxwgUExQqkz-E=/fit-in/80x126/v2/https://flxt.tmsimg.com/NowShowing/24039/24039_aa.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Ran</td>\n",
       "      <td>1985</td>\n",
       "      <td>09-06</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=745042~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>96</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/ran>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/5kdfeN-4nX998D7L-xBVtP2YXbA=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p3571_p_v8_al.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>A Fistful of Dollars</td>\n",
       "      <td>1964</td>\n",
       "      <td>09-07</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=745040~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>96</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/fistful_of_dollars>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/dXSj9IZjjZj9e4o5PSH2GuJEPNM=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p13692_p_v8_ae.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Juice</td>\n",
       "      <td>1992</td>\n",
       "      <td>09-08</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=721554~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>79</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/juice>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/q-35VvQyjwTg-G7oOFKWRuZvcSk=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p44321_p_v8_aa.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>El Topo</td>\n",
       "      <td>1971</td>\n",
       "      <td>09-09</td>\n",
       "      <td>11:59 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=747531~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>80</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/el_topo>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/23PdXv3FBiJUy9_IBv6DrjicDpI=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p42040_p_v8_aa.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Eraserhead</td>\n",
       "      <td>1977</td>\n",
       "      <td>09-10</td>\n",
       "      <td>11:59 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=744734~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>90</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/eraserhead>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/ceNxMLRWFihos3K6gB04unQys9I=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p16995116_p_v8_al.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Cats</td>\n",
       "      <td>2019</td>\n",
       "      <td>09-10</td>\n",
       "      <td>11:59 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751475~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>19</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/cats_2019>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/rtN579259Mdn1wzWHSYp5CregQI=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p65186_p_v8_aa.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Grey Gardens</td>\n",
       "      <td>1975</td>\n",
       "      <td>09-12</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=750791~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>94</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/grey_gardens>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/XmBt4x6fT5Qzy8ddK8pgSz9nRgk=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p11548808_p_v8_aa.jpg\"></td>\n",
       "      <td>?</td>\n",
       "      <td>Straight Line Crazy</td>\n",
       "      <td>2015</td>\n",
       "      <td>09-14</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=725290~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>89</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/the_lady_in_the_van>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/rCCzJOR9YJ-RHmpRZuRUptJBnfk=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p52238_v_v8_aa.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Killer of Sheep</td>\n",
       "      <td>1977</td>\n",
       "      <td>09-15</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=750796~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>98</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/killer_of_sheep>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/zHlGAulJgz1P3zRpOblldU1gIck=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p4866_p_v8_al.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>The Warriors</td>\n",
       "      <td>1979</td>\n",
       "      <td>09-16</td>\n",
       "      <td>11:59 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=744736~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>87</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/1023205-warriors>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/G-KsLubgs2BV8Eh0LUF6zAYe6TQ=/fit-in/80x126/v2/https://resizing.flixster.com/iiD1PJkbx_wUIaK4rlVaxca8Dos=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzLzdjMGQxY2ZjLTFlZTItNGJiOC05MjAxLTgyODU5MjA1ODVhMy5qcGc=\"></td>\n",
       "      <td>?</td>\n",
       "      <td>Shaft (1971)</td>\n",
       "      <td>2021</td>\n",
       "      <td>09-17</td>\n",
       "      <td>11:59 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=744737~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>88</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/a_choice_of_weapons_inspired_by_gordon_parks>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/V8jkHFGgWI28zhdmp_tyZg4g-xo=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p17772635_p_v8_ab.jpg\"></td>\n",
       "      <td>?</td>\n",
       "      <td>Coolidge After Midnite Honors Fabio Frizzi\\n\\n\\n\\nPart of Coolidge After Midnite Honors Fabio Frizzi</td>\n",
       "      <td>2019</td>\n",
       "      <td>09-17</td>\n",
       "      <td>11:59 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751792~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>100</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/fulci_for_fake>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/V8jkHFGgWI28zhdmp_tyZg4g-xo=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p17772635_p_v8_ab.jpg\"></td>\n",
       "      <td>?</td>\n",
       "      <td>Frizzi 2 Fulci\\n\\n\\n\\nPart of Coolidge After Midnite Honors Fabio Frizzi</td>\n",
       "      <td>2019</td>\n",
       "      <td>09-17</td>\n",
       "      <td>9:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/entrypoint.aspx?guid=2200200e-0827-4ecb-8513-bf69cb55adc1&amp;>🎟️</a></td>\n",
       "      <td>100</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/fulci_for_fake>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/O815Vgg0EQy7_-r-datBQ5DTDU8=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p35012_p_v8_ac.jpg\"></td>\n",
       "      <td>?</td>\n",
       "      <td>Infernal Affairs Trilogy</td>\n",
       "      <td>2002</td>\n",
       "      <td>09-18</td>\n",
       "      <td>2:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=750784~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>94</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/infernal_affairs>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/vX6KvLMq6ek2_jn1hfqmmhaI31w=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p162782_p_v8_au.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Zodiac</td>\n",
       "      <td>2007</td>\n",
       "      <td>09-19</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=750787~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>90</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/zodiac>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/DqNR3dDSeXOsvS00LhRjMpKWxXc=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p29742_p_v8_aa.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Real Women Have Curves</td>\n",
       "      <td>2002</td>\n",
       "      <td>09-21</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=750789~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>85</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/real_women_have_curves>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/eSJCOClspvgvP-1xWx4MMTV6TzY=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p19627_p_v8_ab.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Good Burger</td>\n",
       "      <td>1997</td>\n",
       "      <td>09-22</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=733992~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>33</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/good_burger>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/jkMxFph3ykcOjkv2ftXTAOpz7uk=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p12793_p_v8_ar.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>The Rocky Horror Picture Show</td>\n",
       "      <td>1975</td>\n",
       "      <td>09-23</td>\n",
       "      <td>11:59 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=744738~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>78</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/rocky_horror_picture_show>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/XGdkkizcHnRDqGwnEWCg0ESww-U=/fit-in/80x126/v2/https://resizing.flixster.com/5puzYhAuBhQ4y8CD5-3XKXNh5uk=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzLzZhN2M3NzUzLTkwMDctNDZjYi04ZjVkLWI0YjE0NTlmNGQyZC5qcGc=\"></td>\n",
       "      <td>?</td>\n",
       "      <td>Greg Sestero Presents Miracle Valley and The Room</td>\n",
       "      <td>2022</td>\n",
       "      <td>09-24</td>\n",
       "      <td>11:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=744749~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>50</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/infrared>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/m-JOwbbhKcvBLeHo7l3LWJIaTmw=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p15313903_p_v11_aa.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>My Son</td>\n",
       "      <td>2017</td>\n",
       "      <td>09-25</td>\n",
       "      <td>11:00 AM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751794~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>63</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/my_son_2019>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/gusZtiGRfvJzUchJwy4FCU9nH8w=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p15793_p_v8_aa.jpg\"></td>\n",
       "      <td>?</td>\n",
       "      <td>Three Colors: Blue</td>\n",
       "      <td>1993</td>\n",
       "      <td>09-28</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751958~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>98</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/three_colors_blue>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/NecAJYICUPoSIIGdekA2pfIQaPM=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p11129_p_v8_ab.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Night of the Demons</td>\n",
       "      <td>1988</td>\n",
       "      <td>09-30</td>\n",
       "      <td>11:59 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=748537~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>36</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/night_of_the_demons>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/tXHNZfjNv20fskV1DRRRyuJhMos=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p3450_p_v8_aa.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Dark Star</td>\n",
       "      <td>1974</td>\n",
       "      <td>10-01</td>\n",
       "      <td>11:59 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=750891~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>79</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/dark_star>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/7k-1mgJSmjXqq8j6s0OXTpwdY4Y=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p283_p_v8_an.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Psycho</td>\n",
       "      <td>1960</td>\n",
       "      <td>10-03</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=750795~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>96</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/psycho>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/JciNTbivE_mZUrthkyddH_RREcs=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p15370_p_v8_ag.jpg\"></td>\n",
       "      <td>?</td>\n",
       "      <td>Three Colors: White</td>\n",
       "      <td>1993</td>\n",
       "      <td>10-05</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751959~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>87</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/three_colors_white>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/5jd3nra4_XtgWtp7y9Aw78F1oXw=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p14347009_p_v8_aa.jpg\"></td>\n",
       "      <td>?</td>\n",
       "      <td>Jack Absolute Flies Again</td>\n",
       "      <td>2017</td>\n",
       "      <td>10-06</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=735672~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>100</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/daphne>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/ezHgKRQ_oJEtiONTo5KibZR2Qpc=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p3265_p_v12_ar.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>The Fog</td>\n",
       "      <td>1980</td>\n",
       "      <td>10-07</td>\n",
       "      <td>11:59 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=750889~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>75</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/the_fog_1980>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/Ds7UmSjj5od5oqY7VVe5hT8FlO0=/fit-in/80x126/v2/https://flxt.tmsimg.com/NowShowing/20342/20342_aa.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Escape from New York</td>\n",
       "      <td>1981</td>\n",
       "      <td>10-08</td>\n",
       "      <td>11:59 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=750890~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>86</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/1006717-escape_from_new_york>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/h7TfH4WiQZ1oMGsSzlxZEBpjPDw=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p11240_p_v8_ai.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>They Live</td>\n",
       "      <td>1988</td>\n",
       "      <td>10-13</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=750785~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>85</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/they_live>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/MHuVQkV0VX3rfKUNwXI5dnGAw9Q=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p5550_p_v8_ah.jpg\"></td>\n",
       "      <td>?</td>\n",
       "      <td>The Thing (1982)</td>\n",
       "      <td>1982</td>\n",
       "      <td>10-14</td>\n",
       "      <td>11:59 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=750895~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>83</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/1021244-thing>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/I0Am-A7OM1uects5PH4vFT8tUIk=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p8085_p_v8_ad.jpg\"></td>\n",
       "      <td></td>\n",
       "      <td>Christine</td>\n",
       "      <td>1983</td>\n",
       "      <td>10-15</td>\n",
       "      <td>11:59 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=750894~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>69</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/christine>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/LKttTQn_5Bgbtz5GuzgwHn0eGJM=/fit-in/80x126/v2/https://resizing.flixster.com/Pl_61Y7SwszHBWRGtnhUbOvBUp8=/ems.cHJkLWVtcy1hc3NldHMvbW92aWVzLzYyYjhiZGVlLTI0ZTgtNGI2Yi05OWU4LWFjYTk1NzFkNzA0Yi5qcGc=\"></td>\n",
       "      <td></td>\n",
       "      <td>Three Colors: Red</td>\n",
       "      <td>1994</td>\n",
       "      <td>10-19</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=751960~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>100</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/1058966-red>🍅</a></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Coolidge</td>\n",
       "      <td><img src=\"https://resizing.flixster.com/ME4bynFfSOWWxa7u5r-cjQJxCl0=/fit-in/80x126/v2/https://flxt.tmsimg.com/assets/p629_p_v8_af.jpg\"></td>\n",
       "      <td>?</td>\n",
       "      <td>The Greatest Showman Sing-Along</td>\n",
       "      <td>1975</td>\n",
       "      <td>10-20</td>\n",
       "      <td>7:00 PM</td>\n",
       "      <td><a href=https://store.coolidge.org/websales/pages/ticketsearchcriteria.aspx?evtinfo=749631~2227d6a5-68f5-41c2-b22e-813c872c64f4&amp;>🎟️</a></td>\n",
       "      <td>97</td>\n",
       "      <td><a href=https://www.rottentomatoes.com/m/monty_python_and_the_holy_grail>🍅</a></td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "HTML(output.to_html(render_links=True, escape=False, index=False, justify='center'))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7d7114fe-960a-46bd-a481-a6225ea3bc25",
   "metadata": {},
   "source": [
    "**Different movies playing today**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "a7c58370-ec53-407f-b37b-3f2a439a75b8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['Judgment at Nuremberg', 'Nope', 'Emily the Criminal',\n",
       "       'Bodies Bodies Bodies', 'Labyrinth', 'Dirty Dancing', 'Vengeance',\n",
       "       'Now and Then'], dtype=object)"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df[df['date'] == date.today().strftime('%m-%d')].title.unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9276d91f-be15-4ee1-a541-04d1230c30f3",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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