Extraction/IMDB_Scrape.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "b633d916",
   "metadata": {},
   "outputs": [],
   "source": [
    "#import the dependencies\n",
    "from splinter import Browser\n",
    "from bs4 import BeautifulSoup as soup\n",
    "import time\n",
    "# Set up Splinter\n",
    "browser = Browser('chrome')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "73eb026d",
   "metadata": {},
   "outputs": [],
   "source": [
    "# define the url to inspect\n",
    "url = 'https://www.imdb.com/list/ls008957859/'\n",
    "#visit the browser\n",
    "browser.visit(url)\n",
    "last_height = browser.execute_script(\"return document.body.scrollHeight\")\n",
    "while True:\n",
    "    browser.execute_script(\"window.scrollTo(0, document.body.scrollHeight);\")\n",
    "\n",
    "    time.sleep(1)\n",
    "\n",
    "    new_height = browser.execute_script(\"return document.body.scrollHeight\")\n",
    "    if new_height == last_height:\n",
    "        break\n",
    "    last_height = new_height"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "98f7d781",
   "metadata": {},
   "outputs": [],
   "source": [
    "# parse the html\n",
    "html = browser.html\n",
    "song_soup = soup(html , 'html.parser')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "f3869b84",
   "metadata": {},
   "outputs": [],
   "source": [
    "# get the main mage content by inspecting the class\n",
    "title_elem = song_soup.find('div',  class_ = 'lister list detail sub-list')\n",
    "#print(soup.prettify(title_elem))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "3a94139a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "100\n"
     ]
    }
   ],
   "source": [
    "# get the list contating all shows details\n",
    "title_list = title_elem.find_all('div',class_ = 'lister-item-content')\n",
    "print(len(title_list))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "74c8ff7c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<div class=\"lister-item-content\">\n",
      "<h3 class=\"lister-item-header\">\n",
      "<span class=\"lister-item-index unbold text-primary\">1.</span>\n",
      "<a href=\"/title/tt0903747/?ref_=ttls_li_tt\">Breaking Bad</a>\n",
      "<span class=\"lister-item-year text-muted unbold\">(2008–2013)</span>\n",
      "</h3>\n",
      "<p class=\"text-muted text-small\">\n",
      "<span class=\"certificate\">TV-MA</span>\n",
      "<span class=\"ghost\">|</span>\n",
      "<span class=\"runtime\">49 min</span>\n",
      "<span class=\"ghost\">|</span>\n",
      "<span class=\"genre\">\n",
      "Crime, Drama, Thriller            </span>\n",
      "</p>\n",
      "<div class=\"ipl-rating-widget\">\n",
      "<div class=\"ipl-rating-star small\">\n",
      "<span class=\"ipl-rating-star__star\">\n",
      "<svg class=\"ipl-icon ipl-star-icon\" fill=\"#000000\" height=\"24\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "<path d=\"M12 17.27L18.18 21l-1.64-7.03L22 9.24l-7.19-.61L12 2 9.19 8.63 2 9.24l5.46 4.73L5.82 21z\"></path>\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "</svg>\n",
      "</span>\n",
      "<span class=\"ipl-rating-star__rating\">9.5</span>\n",
      "</div>\n",
      "<div class=\"ipl-rating-interactive small ipl-rating-interactive--no-rating\">\n",
      "<input class=\"ipl-rating-interactive__state\" data-reftag=\"ur_rt\" data-tconst=\"tt0903747\" id=\"checkbox-tt0903747\" type=\"checkbox\"/>\n",
      "<label class=\"ipl-rating-interactive__star-container\" for=\"checkbox-tt0903747\">\n",
      "<div class=\"ipl-rating-star ipl-rating-interactive__star\">\n",
      "<span class=\"ipl-rating-star__star\">\n",
      "<svg class=\"ipl-icon ipl-star-icon\" fill=\"#000000\" height=\"24\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "<path d=\"M12 17.27L18.18 21l-1.64-7.03L22 9.24l-7.19-.61L12 2 9.19 8.63 2 9.24l5.46 4.73L5.82 21z\"></path>\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "</svg>\n",
      "</span>\n",
      "<span class=\"ipl-rating-star__rating\">0</span>\n",
      "</div>\n",
      "<div class=\"ipl-rating-star ipl-rating-interactive__star--empty\">\n",
      "<span class=\"ipl-rating-star__star\">\n",
      "<svg class=\"ipl-icon ipl-star-border-icon\" fill=\"#000000\" height=\"24\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
      "<path d=\"M22 9.24l-7.19-.62L12 2 9.19 8.63 2 9.24l5.46 4.73L5.82 21 12 17.27 18.18 21l-1.63-7.03L22 9.24zM12 15.4l-3.76 2.27 1-4.28-3.32-2.88 4.38-.38L12 6.1l1.71 4.04 4.38.38-3.32 2.88 1 4.28L12 15.4z\"></path>\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "</svg>\n",
      "</span>\n",
      "<span class=\"ipl-rating-star__rating\">Rate</span>\n",
      "</div>\n",
      "</label>\n",
      "<div class=\"ipl-rating-selector\" data-value=\"0\" id=\"ipl-rating-selector-tt0903747\">\n",
      "<div class=\"ipl-rating-selector__selector ipl-rating-selector__wrapper\">\n",
      "<div class=\"ipl-rating-selector__reset\">\n",
      "<a href=\"#void\"> <svg class=\"ipl-icon ipl-cancel-icon\" fill=\"#000000\" height=\"24\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
      "<path d=\"M12 2C6.47 2 2 6.47 2 12s4.47 10 10 10 10-4.47 10-10S17.53 2 12 2zm5 13.59L15.59 17 12 13.41 8.41 17 7 15.59 10.59 12 7 8.41 8.41 7 12 10.59 15.59 7 17 8.41 13.41 12 17 15.59z\"></path>\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "</svg>\n",
      "</a>\n",
      "</div>\n",
      "<span class=\"ipl-rating-selector__divider\"></span>\n",
      "<form action=\"/ratings/_ajax/title\" class=\"ipl-rating-selector__star-list\" method=\"post\">\n",
      "<a class=\"ipl-rating-selector__star-link\" data-value=\"1\" href=\"#void\">\n",
      "<div class=\"ipl-rating-star ipl-rating-interactive__star\">\n",
      "<span class=\"ipl-rating-star__star\">\n",
      "<svg class=\"ipl-icon ipl-star-icon\" fill=\"#000000\" height=\"24\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "<path d=\"M12 17.27L18.18 21l-1.64-7.03L22 9.24l-7.19-.61L12 2 9.19 8.63 2 9.24l5.46 4.73L5.82 21z\"></path>\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "</svg>\n",
      "</span>\n",
      "<span class=\"ipl-rating-star__rating\">1</span>\n",
      "</div>\n",
      "<div class=\"ipl-rating-star ipl-rating-interactive__star--empty\">\n",
      "<span class=\"ipl-rating-star__star\">\n",
      "<svg class=\"ipl-icon ipl-star-border-icon\" fill=\"#000000\" height=\"24\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
      "<path d=\"M22 9.24l-7.19-.62L12 2 9.19 8.63 2 9.24l5.46 4.73L5.82 21 12 17.27 18.18 21l-1.63-7.03L22 9.24zM12 15.4l-3.76 2.27 1-4.28-3.32-2.88 4.38-.38L12 6.1l1.71 4.04 4.38.38-3.32 2.88 1 4.28L12 15.4z\"></path>\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "</svg>\n",
      "</span>\n",
      "<span class=\"ipl-rating-star__rating\">Rate</span>\n",
      "</div>\n",
      "</a>\n",
      "<a class=\"ipl-rating-selector__star-link\" data-value=\"2\" href=\"#void\">\n",
      "<div class=\"ipl-rating-star ipl-rating-interactive__star\">\n",
      "<span class=\"ipl-rating-star__star\">\n",
      "<svg class=\"ipl-icon ipl-star-icon\" fill=\"#000000\" height=\"24\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "<path d=\"M12 17.27L18.18 21l-1.64-7.03L22 9.24l-7.19-.61L12 2 9.19 8.63 2 9.24l5.46 4.73L5.82 21z\"></path>\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "</svg>\n",
      "</span>\n",
      "<span class=\"ipl-rating-star__rating\">2</span>\n",
      "</div>\n",
      "<div class=\"ipl-rating-star ipl-rating-interactive__star--empty\">\n",
      "<span class=\"ipl-rating-star__star\">\n",
      "<svg class=\"ipl-icon ipl-star-border-icon\" fill=\"#000000\" height=\"24\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
      "<path d=\"M22 9.24l-7.19-.62L12 2 9.19 8.63 2 9.24l5.46 4.73L5.82 21 12 17.27 18.18 21l-1.63-7.03L22 9.24zM12 15.4l-3.76 2.27 1-4.28-3.32-2.88 4.38-.38L12 6.1l1.71 4.04 4.38.38-3.32 2.88 1 4.28L12 15.4z\"></path>\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "</svg>\n",
      "</span>\n",
      "<span class=\"ipl-rating-star__rating\">Rate</span>\n",
      "</div>\n",
      "</a>\n",
      "<a class=\"ipl-rating-selector__star-link\" data-value=\"3\" href=\"#void\">\n",
      "<div class=\"ipl-rating-star ipl-rating-interactive__star\">\n",
      "<span class=\"ipl-rating-star__star\">\n",
      "<svg class=\"ipl-icon ipl-star-icon\" fill=\"#000000\" height=\"24\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "<path d=\"M12 17.27L18.18 21l-1.64-7.03L22 9.24l-7.19-.61L12 2 9.19 8.63 2 9.24l5.46 4.73L5.82 21z\"></path>\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "</svg>\n",
      "</span>\n",
      "<span class=\"ipl-rating-star__rating\">3</span>\n",
      "</div>\n",
      "<div class=\"ipl-rating-star ipl-rating-interactive__star--empty\">\n",
      "<span class=\"ipl-rating-star__star\">\n",
      "<svg class=\"ipl-icon ipl-star-border-icon\" fill=\"#000000\" height=\"24\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
      "<path d=\"M22 9.24l-7.19-.62L12 2 9.19 8.63 2 9.24l5.46 4.73L5.82 21 12 17.27 18.18 21l-1.63-7.03L22 9.24zM12 15.4l-3.76 2.27 1-4.28-3.32-2.88 4.38-.38L12 6.1l1.71 4.04 4.38.38-3.32 2.88 1 4.28L12 15.4z\"></path>\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "</svg>\n",
      "</span>\n",
      "<span class=\"ipl-rating-star__rating\">Rate</span>\n",
      "</div>\n",
      "</a>\n",
      "<a class=\"ipl-rating-selector__star-link\" data-value=\"4\" href=\"#void\">\n",
      "<div class=\"ipl-rating-star ipl-rating-interactive__star\">\n",
      "<span class=\"ipl-rating-star__star\">\n",
      "<svg class=\"ipl-icon ipl-star-icon\" fill=\"#000000\" height=\"24\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "<path d=\"M12 17.27L18.18 21l-1.64-7.03L22 9.24l-7.19-.61L12 2 9.19 8.63 2 9.24l5.46 4.73L5.82 21z\"></path>\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "</svg>\n",
      "</span>\n",
      "<span class=\"ipl-rating-star__rating\">4</span>\n",
      "</div>\n",
      "<div class=\"ipl-rating-star ipl-rating-interactive__star--empty\">\n",
      "<span class=\"ipl-rating-star__star\">\n",
      "<svg class=\"ipl-icon ipl-star-border-icon\" fill=\"#000000\" height=\"24\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
      "<path d=\"M22 9.24l-7.19-.62L12 2 9.19 8.63 2 9.24l5.46 4.73L5.82 21 12 17.27 18.18 21l-1.63-7.03L22 9.24zM12 15.4l-3.76 2.27 1-4.28-3.32-2.88 4.38-.38L12 6.1l1.71 4.04 4.38.38-3.32 2.88 1 4.28L12 15.4z\"></path>\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "</svg>\n",
      "</span>\n",
      "<span class=\"ipl-rating-star__rating\">Rate</span>\n",
      "</div>\n",
      "</a>\n",
      "<a class=\"ipl-rating-selector__star-link\" data-value=\"5\" href=\"#void\">\n",
      "<div class=\"ipl-rating-star ipl-rating-interactive__star\">\n",
      "<span class=\"ipl-rating-star__star\">\n",
      "<svg class=\"ipl-icon ipl-star-icon\" fill=\"#000000\" height=\"24\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "<path d=\"M12 17.27L18.18 21l-1.64-7.03L22 9.24l-7.19-.61L12 2 9.19 8.63 2 9.24l5.46 4.73L5.82 21z\"></path>\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "</svg>\n",
      "</span>\n",
      "<span class=\"ipl-rating-star__rating\">5</span>\n",
      "</div>\n",
      "<div class=\"ipl-rating-star ipl-rating-interactive__star--empty\">\n",
      "<span class=\"ipl-rating-star__star\">\n",
      "<svg class=\"ipl-icon ipl-star-border-icon\" fill=\"#000000\" height=\"24\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
      "<path d=\"M22 9.24l-7.19-.62L12 2 9.19 8.63 2 9.24l5.46 4.73L5.82 21 12 17.27 18.18 21l-1.63-7.03L22 9.24zM12 15.4l-3.76 2.27 1-4.28-3.32-2.88 4.38-.38L12 6.1l1.71 4.04 4.38.38-3.32 2.88 1 4.28L12 15.4z\"></path>\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "</svg>\n",
      "</span>\n",
      "<span class=\"ipl-rating-star__rating\">Rate</span>\n",
      "</div>\n",
      "</a>\n",
      "<a class=\"ipl-rating-selector__star-link\" data-value=\"6\" href=\"#void\">\n",
      "<div class=\"ipl-rating-star ipl-rating-interactive__star\">\n",
      "<span class=\"ipl-rating-star__star\">\n",
      "<svg class=\"ipl-icon ipl-star-icon\" fill=\"#000000\" height=\"24\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "<path d=\"M12 17.27L18.18 21l-1.64-7.03L22 9.24l-7.19-.61L12 2 9.19 8.63 2 9.24l5.46 4.73L5.82 21z\"></path>\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "</svg>\n",
      "</span>\n",
      "<span class=\"ipl-rating-star__rating\">6</span>\n",
      "</div>\n",
      "<div class=\"ipl-rating-star ipl-rating-interactive__star--empty\">\n",
      "<span class=\"ipl-rating-star__star\">\n",
      "<svg class=\"ipl-icon ipl-star-border-icon\" fill=\"#000000\" height=\"24\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
      "<path d=\"M22 9.24l-7.19-.62L12 2 9.19 8.63 2 9.24l5.46 4.73L5.82 21 12 17.27 18.18 21l-1.63-7.03L22 9.24zM12 15.4l-3.76 2.27 1-4.28-3.32-2.88 4.38-.38L12 6.1l1.71 4.04 4.38.38-3.32 2.88 1 4.28L12 15.4z\"></path>\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "</svg>\n",
      "</span>\n",
      "<span class=\"ipl-rating-star__rating\">Rate</span>\n",
      "</div>\n",
      "</a>\n",
      "<a class=\"ipl-rating-selector__star-link\" data-value=\"7\" href=\"#void\">\n",
      "<div class=\"ipl-rating-star ipl-rating-interactive__star\">\n",
      "<span class=\"ipl-rating-star__star\">\n",
      "<svg class=\"ipl-icon ipl-star-icon\" fill=\"#000000\" height=\"24\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "<path d=\"M12 17.27L18.18 21l-1.64-7.03L22 9.24l-7.19-.61L12 2 9.19 8.63 2 9.24l5.46 4.73L5.82 21z\"></path>\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "</svg>\n",
      "</span>\n",
      "<span class=\"ipl-rating-star__rating\">7</span>\n",
      "</div>\n",
      "<div class=\"ipl-rating-star ipl-rating-interactive__star--empty\">\n",
      "<span class=\"ipl-rating-star__star\">\n",
      "<svg class=\"ipl-icon ipl-star-border-icon\" fill=\"#000000\" height=\"24\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
      "<path d=\"M22 9.24l-7.19-.62L12 2 9.19 8.63 2 9.24l5.46 4.73L5.82 21 12 17.27 18.18 21l-1.63-7.03L22 9.24zM12 15.4l-3.76 2.27 1-4.28-3.32-2.88 4.38-.38L12 6.1l1.71 4.04 4.38.38-3.32 2.88 1 4.28L12 15.4z\"></path>\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "</svg>\n",
      "</span>\n",
      "<span class=\"ipl-rating-star__rating\">Rate</span>\n",
      "</div>\n",
      "</a>\n",
      "<a class=\"ipl-rating-selector__star-link\" data-value=\"8\" href=\"#void\">\n",
      "<div class=\"ipl-rating-star ipl-rating-interactive__star\">\n",
      "<span class=\"ipl-rating-star__star\">\n",
      "<svg class=\"ipl-icon ipl-star-icon\" fill=\"#000000\" height=\"24\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "<path d=\"M12 17.27L18.18 21l-1.64-7.03L22 9.24l-7.19-.61L12 2 9.19 8.63 2 9.24l5.46 4.73L5.82 21z\"></path>\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "</svg>\n",
      "</span>\n",
      "<span class=\"ipl-rating-star__rating\">8</span>\n",
      "</div>\n",
      "<div class=\"ipl-rating-star ipl-rating-interactive__star--empty\">\n",
      "<span class=\"ipl-rating-star__star\">\n",
      "<svg class=\"ipl-icon ipl-star-border-icon\" fill=\"#000000\" height=\"24\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
      "<path d=\"M22 9.24l-7.19-.62L12 2 9.19 8.63 2 9.24l5.46 4.73L5.82 21 12 17.27 18.18 21l-1.63-7.03L22 9.24zM12 15.4l-3.76 2.27 1-4.28-3.32-2.88 4.38-.38L12 6.1l1.71 4.04 4.38.38-3.32 2.88 1 4.28L12 15.4z\"></path>\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "</svg>\n",
      "</span>\n",
      "<span class=\"ipl-rating-star__rating\">Rate</span>\n",
      "</div>\n",
      "</a>\n",
      "<a class=\"ipl-rating-selector__star-link\" data-value=\"9\" href=\"#void\">\n",
      "<div class=\"ipl-rating-star ipl-rating-interactive__star\">\n",
      "<span class=\"ipl-rating-star__star\">\n",
      "<svg class=\"ipl-icon ipl-star-icon\" fill=\"#000000\" height=\"24\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "<path d=\"M12 17.27L18.18 21l-1.64-7.03L22 9.24l-7.19-.61L12 2 9.19 8.63 2 9.24l5.46 4.73L5.82 21z\"></path>\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "</svg>\n",
      "</span>\n",
      "<span class=\"ipl-rating-star__rating\">9</span>\n",
      "</div>\n",
      "<div class=\"ipl-rating-star ipl-rating-interactive__star--empty\">\n",
      "<span class=\"ipl-rating-star__star\">\n",
      "<svg class=\"ipl-icon ipl-star-border-icon\" fill=\"#000000\" height=\"24\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
      "<path d=\"M22 9.24l-7.19-.62L12 2 9.19 8.63 2 9.24l5.46 4.73L5.82 21 12 17.27 18.18 21l-1.63-7.03L22 9.24zM12 15.4l-3.76 2.27 1-4.28-3.32-2.88 4.38-.38L12 6.1l1.71 4.04 4.38.38-3.32 2.88 1 4.28L12 15.4z\"></path>\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "</svg>\n",
      "</span>\n",
      "<span class=\"ipl-rating-star__rating\">Rate</span>\n",
      "</div>\n",
      "</a>\n",
      "<a class=\"ipl-rating-selector__star-link\" data-value=\"10\" href=\"#void\">\n",
      "<div class=\"ipl-rating-star ipl-rating-interactive__star\">\n",
      "<span class=\"ipl-rating-star__star\">\n",
      "<svg class=\"ipl-icon ipl-star-icon\" fill=\"#000000\" height=\"24\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "<path d=\"M12 17.27L18.18 21l-1.64-7.03L22 9.24l-7.19-.61L12 2 9.19 8.63 2 9.24l5.46 4.73L5.82 21z\"></path>\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "</svg>\n",
      "</span>\n",
      "<span class=\"ipl-rating-star__rating\">10</span>\n",
      "</div>\n",
      "<div class=\"ipl-rating-star ipl-rating-interactive__star--empty\">\n",
      "<span class=\"ipl-rating-star__star\">\n",
      "<svg class=\"ipl-icon ipl-star-border-icon\" fill=\"#000000\" height=\"24\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
      "<path d=\"M22 9.24l-7.19-.62L12 2 9.19 8.63 2 9.24l5.46 4.73L5.82 21 12 17.27 18.18 21l-1.63-7.03L22 9.24zM12 15.4l-3.76 2.27 1-4.28-3.32-2.88 4.38-.38L12 6.1l1.71 4.04 4.38.38-3.32 2.88 1 4.28L12 15.4z\"></path>\n",
      "<path d=\"M0 0h24v24H0z\" fill=\"none\"></path>\n",
      "</svg>\n",
      "</span>\n",
      "<span class=\"ipl-rating-star__rating\">Rate</span>\n",
      "</div>\n",
      "</a>\n",
      "<fieldset class=\"ipl-rating-selector__fieldset\">\n",
      "<input name=\"tconst\" type=\"hidden\" value=\"tt0903747\"/>\n",
      "<input name=\"rating\" type=\"text\" value=\"0\"/>\n",
      "<input name=\"csrfToken\" type=\"hidden\" value=\"\"/>\n",
      "<input name=\"tracking_tag\" type=\"hidden\" value=\"ur_rt\"/>\n",
      "<input name=\"pageType\" type=\"hidden\" value=\"list\"/>\n",
      "<input name=\"subpageType\" type=\"hidden\" value=\"title\"/>\n",
      "</fieldset>\n",
      "<noscript>\n",
      "<input class=\"ipl-rating-selector__rating-submit\" type=\"submit\" value=\"Vote\">\n",
      "</input></noscript>\n",
      "</form>\n",
      "<span class=\"ipl-rating-selector__rating-value\">0</span>\n",
      "</div>\n",
      "<div class=\"ipl-rating-selector__error ipl-rating-selector__wrapper\">\n",
      "<span>Error: please try again.</span>\n",
      "</div>\n",
      "</div>\n",
      "<div class=\"ipl-rating-interactive__loader\">\n",
      "<img alt=\"loading\" src=\"https://m.media-amazon.com/images/G/01/IMDb/spinning-progress.gif\"/>\n",
      "</div>\n",
      "</div>\n",
      "</div>\n",
      "<p class=\"\">\n",
      "A chemistry teacher diagnosed with inoperable lung cancer turns to manufacturing and selling methamphetamine with a former student in order to secure his family's future.</p>\n",
      "<p class=\"text-muted text-small\">\n",
      "            \n",
      "    Stars:\n",
      "<a href=\"/name/nm0186505/?ref_=ttls_li_st_0\">Bryan Cranston</a>, \n",
      "<a href=\"/name/nm0666739/?ref_=ttls_li_st_1\">Aaron Paul</a>, \n",
      "<a href=\"/name/nm0348152/?ref_=ttls_li_st_2\">Anna Gunn</a>, \n",
      "<a href=\"/name/nm1336827/?ref_=ttls_li_st_3\">Betsy Brandt</a>\n",
      "</p>\n",
      "<p class=\"text-muted text-small\">\n",
      "<span class=\"text-muted\">Votes:</span>\n",
      "<span data-value=\"1973655\" name=\"nv\">1,973,655</span>\n",
      "</p>\n",
      "<div class=\"wtw-option-standalone\" data-baseref=\"wl_li\" data-tconst=\"tt0903747\" data-watchtype=\"minibar\"></div>\n",
      "</div>\n"
     ]
    }
   ],
   "source": [
    "print(title_list[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "3fdc4e8b",
   "metadata": {},
   "outputs": [],
   "source": [
    "# create empty list\n",
    "all_details_list = []"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "fdbd9f39",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'Title': 'Breaking Bad', 'url': '/title/tt0903747/?ref_=ttls_li_tt', 'Rank': '1', 'Years of running': '(2008–2013)', 'Certificate': 'MA', 'Run time in minutes': '49 ', 'Genre': 'Crime, Drama, Thriller', 'Rating': '9.5', 'Actors': ['Bryan Cranston', 'Aaron Paul', 'Anna Gunn', 'Betsy Brandt'], 'Votes': '1973655', 'Synopsis': \"A chemistry teacher diagnosed with inoperable lung cancer turns to manufacturing and selling methamphetamine with a former student in order to secure his family's future.\"}\n",
      "{'Title': 'Game of Thrones', 'url': '/title/tt0944947/?ref_=ttls_li_tt', 'Rank': '2', 'Years of running': '(2011–2019)', 'Certificate': 'MA', 'Run time in minutes': '57 ', 'Genre': 'Action, Adventure, Drama', 'Rating': '9.2', 'Actors': ['Emilia Clarke', 'Peter Dinklage', 'Kit Harington', 'Lena Headey'], 'Votes': '2160313', 'Synopsis': 'Nine noble families fight for control over the lands of Westeros, while an ancient enemy returns after being dormant for millennia.'}\n",
      "{'Title': 'Chernobyl', 'url': '/title/tt7366338/?ref_=ttls_li_tt', 'Rank': '3', 'Years of running': '(2019)', 'Certificate': 'MA', 'Run time in minutes': '330 ', 'Genre': 'Drama, History, Thriller', 'Rating': '9.4', 'Actors': ['Jessie Buckley', 'Jared Harris', 'Stellan Skarsgård', 'Adam Nagaitis'], 'Votes': '795537', 'Synopsis': \"In April 1986, an explosion at the Chernobyl nuclear power plant in the Union of Soviet Socialist Republics becomes one of the world's worst man-made catastrophes.\"}\n",
      "{'Title': 'Band of Brothers', 'url': '/title/tt0185906/?ref_=ttls_li_tt', 'Rank': '4', 'Years of running': '(2001)', 'Certificate': 'MA', 'Run time in minutes': '594 ', 'Genre': 'Drama, History, War', 'Rating': '9.4', 'Actors': ['Scott Grimes', 'Damian Lewis', 'Ron Livingston', 'Shane Taylor'], 'Votes': '483337', 'Synopsis': 'The story of Easy Company of the U.S. Army 101st Airborne Division and their mission in World War II Europe, from Operation Overlord to V-J Day.'}\n",
      "{'Title': 'Sherlock', 'url': '/title/tt1475582/?ref_=ttls_li_tt', 'Rank': '5', 'Years of running': '(2010–2017)', 'Certificate': '14', 'Run time in minutes': '88 ', 'Genre': 'Crime, Drama, Mystery', 'Rating': '9.1', 'Actors': ['Benedict Cumberbatch', 'Martin Freeman', 'Una Stubbs', 'Rupert Graves'], 'Votes': '949495', 'Synopsis': 'The quirky spin on Conan Doyle\\'s iconic sleuth pitches him as a \"high-functioning sociopath\" in modern-day London. Assisting him in his investigations: Afghanistan War vet John Watson, who\\'s introduced to Holmes by a mutual acquaintance.'}\n",
      "{'Title': 'The Wire', 'url': '/title/tt0306414/?ref_=ttls_li_tt', 'Rank': '6', 'Years of running': '(2002–2008)', 'Certificate': 'MA', 'Run time in minutes': '59 ', 'Genre': 'Crime, Drama, Thriller', 'Rating': '9.3', 'Actors': ['Dominic West', 'Lance Reddick', 'Sonja Sohn', 'Wendell Pierce'], 'Votes': '352157', 'Synopsis': 'The Baltimore drug scene, as seen through the eyes of drug dealers and law enforcement.'}\n",
      "{'Title': 'Avatar: The Last Airbender', 'url': '/title/tt0417299/?ref_=ttls_li_tt', 'Rank': '7', 'Years of running': '(2005–2008)', 'Certificate': 'Y7-FV', 'Run time in minutes': '23 ', 'Genre': 'Animation, Action, Adventure', 'Rating': '9.3', 'Actors': ['Dee Bradley Baker', 'Zach Tyler Eisen', 'Mae Whitman', 'Jack De Sena'], 'Votes': '330632', 'Synopsis': 'In a war-torn world of elemental magic, a young boy reawakens to undertake a dangerous mystic quest to fulfill his destiny as the Avatar, and bring peace to the world.'}\n",
      "{'Title': 'The Sopranos', 'url': '/title/tt0141842/?ref_=ttls_li_tt', 'Rank': '8', 'Years of running': '(1999–2007)', 'Certificate': 'MA', 'Run time in minutes': '55 ', 'Genre': 'Crime, Drama', 'Rating': '9.2', 'Actors': ['James Gandolfini', 'Lorraine Bracco', 'Edie Falco', 'Michael Imperioli'], 'Votes': '422307', 'Synopsis': 'New Jersey mob boss Tony Soprano deals with personal and professional issues in his home and business life that affect his mental state, leading him to seek professional psychiatric counseling.'}\n",
      "{'Title': 'Friends', 'url': '/title/tt0108778/?ref_=ttls_li_tt', 'Rank': '9', 'Years of running': '(1994–2004)', 'Certificate': '14', 'Run time in minutes': '22 ', 'Genre': 'Comedy, Romance', 'Rating': '8.9', 'Actors': ['Jennifer Aniston', 'Courteney Cox', 'Lisa Kudrow', 'Matt LeBlanc'], 'Votes': '1024970', 'Synopsis': 'Follows the personal and professional lives of six twenty to thirty year-old friends living in the Manhattan borough of New York City.'}\n",
      "{'Title': 'Rick and Morty', 'url': '/title/tt2861424/?ref_=ttls_li_tt', 'Rank': '10', 'Years of running': '(2013– )', 'Certificate': '14', 'Run time in minutes': '23 ', 'Genre': 'Animation, Adventure, Comedy', 'Rating': '9.1', 'Actors': ['Justin Roiland', 'Chris Parnell', 'Spencer Grammer', 'Sarah Chalke'], 'Votes': '550503', 'Synopsis': 'An animated series that follows the exploits of a super scientist and his not-so-bright grandson.'}\n",
      "{'Title': 'The Office', 'url': '/title/tt0386676/?ref_=ttls_li_tt', 'Rank': '11', 'Years of running': '(2005–2013)', 'Certificate': '14', 'Run time in minutes': '22 ', 'Genre': 'Comedy', 'Rating': '9', 'Actors': ['Steve Carell', 'Jenna Fischer', 'John Krasinski', 'Rainn Wilson'], 'Votes': '638956', 'Synopsis': 'A mockumentary on a group of typical office workers, where the workday consists of ego clashes, inappropriate behavior, and tedium.'}\n",
      "{'Title': 'Attack on Titan', 'url': '/title/tt2560140/?ref_=ttls_li_tt', 'Rank': '12', 'Years of running': '(2013–2023)', 'Certificate': 'MA', 'Run time in minutes': '24 ', 'Genre': 'Animation, Action, Adventure', 'Rating': '9.1', 'Actors': ['Josh Grelle', 'Bryce Papenbrook', 'Yûki Kaji', 'Yui Ishikawa'], 'Votes': '409483', 'Synopsis': 'After his hometown is destroyed and his mother is killed, young Eren Jaeger vows to cleanse the earth of the giant humanoid Titans that have brought humanity to the brink of extinction.'}\n",
      "{'Title': 'Stranger Things', 'url': '/title/tt4574334/?ref_=ttls_li_tt', 'Rank': '13', 'Years of running': '(2016–2022)', 'Certificate': '14', 'Run time in minutes': '51 ', 'Genre': 'Drama, Fantasy, Horror', 'Rating': '8.7', 'Actors': ['Millie Bobby Brown', 'Finn Wolfhard', 'Winona Ryder', 'David Harbour'], 'Votes': '1240883', 'Synopsis': 'When a young boy disappears, his mother, a police chief and his friends must confront terrifying supernatural forces in order to get him back.'}\n",
      "{'Title': 'True Detective', 'url': '/title/tt2356777/?ref_=ttls_li_tt', 'Rank': '14', 'Years of running': '(2014– )', 'Certificate': 'MA', 'Run time in minutes': '55 ', 'Genre': 'Crime, Drama, Mystery', 'Rating': '8.9', 'Actors': ['Vince Vaughn', 'Colin Farrell', 'Rachel McAdams', 'Taylor Kitsch'], 'Votes': '593722', 'Synopsis': 'Seasonal anthology series in which police investigations unearth the personal and professional secrets of those involved, both within and outside the law.'}\n",
      "{'Title': 'Better Call Saul', 'url': '/title/tt3032476/?ref_=ttls_li_tt', 'Rank': '15', 'Years of running': '(2015–2022)', 'Certificate': 'MA', 'Run time in minutes': '46 ', 'Genre': 'Crime, Drama', 'Rating': '8.9', 'Actors': ['Bob Odenkirk', 'Rhea Seehorn', 'Jonathan Banks', 'Patrick Fabian'], 'Votes': '573209', 'Synopsis': 'The trials and tribulations of criminal lawyer Jimmy McGill in the years leading up to his fateful run-in with Walter White and Jesse Pinkman.'}\n",
      "{'Title': 'Death Note', 'url': '/title/tt0877057/?ref_=ttls_li_tt', 'Rank': '16', 'Years of running': '(2006–2007)', 'Certificate': '14', 'Run time in minutes': '23 ', 'Genre': 'Animation, Crime, Drama', 'Rating': '9', 'Actors': ['Mamoru Miyano', 'Brad Swaile', 'Vincent Tong', 'Ryô Naitô'], 'Votes': '342078', 'Synopsis': 'An intelligent high school student goes on a secret crusade to eliminate criminals from the world after discovering a notebook capable of killing anyone whose name is written into it.'}\n",
      "{'Title': 'Peaky Blinders', 'url': '/title/tt2442560/?ref_=ttls_li_tt', 'Rank': '17', 'Years of running': '(2013–2022)', 'Certificate': 'MA', 'Run time in minutes': '60 ', 'Genre': 'Crime, Drama', 'Rating': '8.8', 'Actors': ['Cillian Murphy', 'Paul Anderson', 'Sophie Rundle', 'Helen McCrory'], 'Votes': '579868', 'Synopsis': 'A gangster family epic set in 1900s England, centering on a gang who sew razor blades in the peaks of their caps, and their fierce boss Tommy Shelby.'}\n",
      "{'Title': 'Black Mirror', 'url': '/title/tt2085059/?ref_=ttls_li_tt', 'Rank': '18', 'Years of running': '(2011– )', 'Certificate': 'MA', 'Run time in minutes': '60 ', 'Genre': 'Drama, Mystery, Sci-Fi', 'Rating': '8.8', 'Actors': ['Daniel Lapaine', 'Hannah John-Kamen', 'Michaela Coel', 'Beatrice Robertson-Jones'], 'Votes': '571396', 'Synopsis': \"An anthology series exploring a twisted, high-tech multiverse where humanity's greatest innovations and darkest instincts collide.\"}\n",
      "{'Title': 'Dexter', 'url': '/title/tt0773262/?ref_=ttls_li_tt', 'Rank': '19', 'Years of running': '(2006–2013)', 'Certificate': 'MA', 'Run time in minutes': '53 ', 'Genre': 'Crime, Drama, Mystery', 'Rating': '8.7', 'Actors': ['Michael C. Hall', 'Jennifer Carpenter', 'David Zayas', 'James Remar'], 'Votes': '738073', 'Synopsis': \"He's smart. He's lovable. He's Dexter Morgan, America's favorite serial killer, who spends his days solving crimes and nights committing them.\"}\n",
      "{'Title': 'Fargo', 'url': '/title/tt2802850/?ref_=ttls_li_tt', 'Rank': '20', 'Years of running': '(2014–2023)', 'Certificate': 'MA', 'Run time in minutes': '53 ', 'Genre': 'Crime, Drama, Thriller', 'Rating': '8.9', 'Actors': ['Billy Bob Thornton', 'Martin Freeman', 'Allison Tolman', 'Colin Hanks'], 'Votes': '382979', 'Synopsis': 'Various chronicles of deception, intrigue and murder in and around frozen Minnesota. Yet all of these tales mysteriously lead back one way or another to Fargo, North Dakota.'}\n",
      "{'Title': 'Firefly', 'url': '/title/tt0303461/?ref_=ttls_li_tt', 'Rank': '21', 'Years of running': '(2002–2003)', 'Certificate': '14', 'Run time in minutes': '44 ', 'Genre': 'Adventure, Drama, Sci-Fi', 'Rating': '9', 'Actors': ['Nathan Fillion', 'Gina Torres', 'Alan Tudyk', 'Morena Baccarin'], 'Votes': '271528', 'Synopsis': 'Five hundred years in the future, a renegade crew aboard a small spacecraft tries to survive as they travel the unknown parts of the galaxy and evade warring factions as well as authority agents out to get them.'}\n",
      "{'Title': 'Seinfeld', 'url': '/title/tt0098904/?ref_=ttls_li_tt', 'Rank': '22', 'Years of running': '(1989–1998)', 'Certificate': 'PG', 'Run time in minutes': '22 ', 'Genre': 'Comedy', 'Rating': '8.9', 'Actors': ['Jerry Seinfeld', 'Julia Louis-Dreyfus', 'Michael Richards', 'Jason Alexander'], 'Votes': '330683', 'Synopsis': 'The continuing misadventures of neurotic New York City stand-up comedian Jerry Seinfeld and his equally neurotic New York City friends.'}\n",
      "{'Title': 'Narcos', 'url': '/title/tt2707408/?ref_=ttls_li_tt', 'Rank': '23', 'Years of running': '(2015–2017)', 'Certificate': 'MA', 'Run time in minutes': '49 ', 'Genre': 'Biography, Crime, Drama', 'Rating': '8.8', 'Actors': ['Pedro Pascal', 'Wagner Moura', 'Boyd Holbrook', 'Alberto Ammann'], 'Votes': '441145', 'Synopsis': 'A chronicled look at the criminal exploits of Colombian drug lord Pablo Escobar, as well as the many other drug kingpins who plagued the country through the years.'}\n",
      "{'Title': 'Fullmetal Alchemist: Brotherhood', 'url': '/title/tt1355642/?ref_=ttls_li_tt', 'Rank': '24', 'Years of running': '(2009–2010)', 'Certificate': '14', 'Run time in minutes': '24 ', 'Genre': 'Animation, Action, Adventure', 'Rating': '9.1', 'Actors': ['Kent Williams', 'Iemasa Kayumi', 'Matthew Leonhart', 'Vic Mignogna'], 'Votes': '178114', 'Synopsis': \"Two brothers search for a Philosopher's Stone after an attempt to revive their deceased mother goes awry and leaves them in damaged physical forms.\"}\n",
      "{'Title': 'The Boys', 'url': '/title/tt1190634/?ref_=ttls_li_tt', 'Rank': '25', 'Years of running': '(2019– )', 'Certificate': 'MA', 'Run time in minutes': '60 ', 'Genre': 'Action, Comedy, Crime', 'Rating': '8.7', 'Actors': ['Karl Urban', 'Jack Quaid', 'Antony Starr', 'Erin Moriarty'], 'Votes': '550685', 'Synopsis': 'A group of vigilantes set out to take down corrupt superheroes who abuse their superpowers.'}\n",
      "{'Title': 'The Last of Us', 'url': '/title/tt3581920/?ref_=ttls_li_tt', 'Rank': '26', 'Years of running': '(2023– )', 'Certificate': 'MA', 'Run time in minutes': '50 ', 'Genre': 'Action, Adventure, Drama', 'Rating': '8.8', 'Actors': ['Pedro Pascal', 'Bella Ramsey', 'Anna Torv', 'Lamar Johnson'], 'Votes': '406660', 'Synopsis': \"After a global pandemic destroys civilization, a hardened survivor takes charge of a 14-year-old girl who may be humanity's last hope.\"}\n",
      "{'Title': 'The Mandalorian', 'url': '/title/tt8111088/?ref_=ttls_li_tt', 'Rank': '27', 'Years of running': '(2019– )', 'Certificate': '14', 'Run time in minutes': '40 ', 'Genre': 'Action, Adventure, Fantasy', 'Rating': '8.7', 'Actors': ['Pedro Pascal', 'Chris Bartlett', 'Katee Sackhoff', 'Carl Weathers'], 'Votes': '543037', 'Synopsis': 'The travels of a lone bounty hunter in the outer reaches of the galaxy, far from the authority of the New Republic.'}\n",
      "{'Title': 'Arcane', 'url': '/title/tt11126994/?ref_=ttls_li_tt', 'Rank': '28', 'Years of running': '(2021– )', 'Certificate': '14', 'Run time in minutes': '41 ', 'Genre': 'Animation, Action, Adventure', 'Rating': '9', 'Actors': ['Hailee Steinfeld', 'Kevin Alejandro', 'Jason Spisak', 'Terri Douglas'], 'Votes': '227346', 'Synopsis': 'Set in Utopian Piltover and the oppressed underground of Zaun, the story follows the origins of two iconic League Of Legends champions and the power that will tear them apart.'}\n",
      "{'Title': 'House of Cards', 'url': '/title/tt1856010/?ref_=ttls_li_tt', 'Rank': '29', 'Years of running': '(2013–2018)', 'Certificate': 'MA', 'Run time in minutes': '51 ', 'Genre': 'Drama', 'Rating': '8.7', 'Actors': ['Kevin Spacey', 'Michel Gill', 'Robin Wright', 'Kate Mara'], 'Votes': '514198', 'Synopsis': 'A Congressman works with his equally conniving wife to exact revenge on the people who betrayed him.'}\n",
      "{'Title': 'House', 'url': '/title/tt0412142/?ref_=ttls_li_tt', 'Rank': '30', 'Years of running': '(2004–2012)', 'Certificate': '14', 'Run time in minutes': '44 ', 'Genre': 'Drama, Mystery', 'Rating': '8.7', 'Actors': ['Hugh Laurie', 'Omar Epps', 'Robert Sean Leonard', 'Jesse Spencer'], 'Votes': '478559', 'Synopsis': 'An antisocial maverick doctor who specializes in diagnostic medicine does whatever it takes to solve puzzling cases that come his way using his crack team of doctors and his wits.'}\n",
      "{'Title': 'The Simpsons', 'url': '/title/tt0096697/?ref_=ttls_li_tt', 'Rank': '31', 'Years of running': '(1989– )', 'Certificate': '14', 'Run time in minutes': '22 ', 'Genre': 'Animation, Comedy', 'Rating': '8.7', 'Actors': ['Dan Castellaneta', 'Nancy Cartwright', 'Harry Shearer', 'Julie Kavner'], 'Votes': '417342', 'Synopsis': 'The satiric adventures of a working-class family in the misfit city of Springfield.'}\n",
      "{'Title': 'Dark', 'url': '/title/tt5753856/?ref_=ttls_li_tt', 'Rank': '32', 'Years of running': '(2017–2020)', 'Certificate': 'MA', 'Run time in minutes': '60 ', 'Genre': 'Crime, Drama, Mystery', 'Rating': '8.7', 'Actors': ['Louis Hofmann', 'Karoline Eichhorn', 'Lisa Vicari', 'Maja Schöne'], 'Votes': '407989', 'Synopsis': 'A family saga with a supernatural twist, set in a German town where the disappearance of two young children exposes the relationships among four families.'}\n",
      "{'Title': 'South Park', 'url': '/title/tt0121955/?ref_=ttls_li_tt', 'Rank': '33', 'Years of running': '(1997– )', 'Certificate': '14', 'Run time in minutes': '22 ', 'Genre': 'Animation, Comedy', 'Rating': '8.7', 'Actors': ['Trey Parker', 'Matt Stone', 'Isaac Hayes', 'Mona Marshall'], 'Votes': '387572', 'Synopsis': 'Follows the misadventures of four irreverent grade-schoolers in the quiet, dysfunctional town of South Park, Colorado.'}\n",
      "{'Title': \"The Queen's Gambit\", 'url': '/title/tt10048342/?ref_=ttls_li_tt', 'Rank': '34', 'Years of running': '(2020)', 'Certificate': 'MA', 'Run time in minutes': '60 ', 'Genre': 'Drama', 'Rating': '8.6', 'Actors': ['Anya Taylor-Joy', 'Chloe Pirrie', 'Bill Camp', 'Marcin Dorocinski'], 'Votes': '487775', 'Synopsis': 'Orphaned at the tender age of nine, prodigious introvert Beth Harmon discovers and masters the game of chess in 1960s USA. But child stardom comes at a price.'}\n",
      "{'Title': 'Ted Lasso', 'url': '/title/tt10986410/?ref_=ttls_li_tt', 'Rank': '35', 'Years of running': '(2020– )', 'Certificate': 'MA', 'Run time in minutes': '30 ', 'Genre': 'Comedy, Drama, Sport', 'Rating': '8.8', 'Actors': ['Jason Sudeikis', 'Brendan Hunt', 'Brett Goldstein', 'Hannah Waddingham'], 'Votes': '260009', 'Synopsis': 'American college football coach Ted Lasso heads to London to manage AFC Richmond, a struggling English Premier League football team.'}\n",
      "{'Title': 'Daredevil', 'url': '/title/tt3322312/?ref_=ttls_li_tt', 'Rank': '36', 'Years of running': '(2015–2018)', 'Certificate': 'MA', 'Run time in minutes': '54 ', 'Genre': 'Action, Crime, Drama', 'Rating': '8.6', 'Actors': ['Charlie Cox', \"Vincent D'Onofrio\", 'Deborah Ann Woll', 'Elden Henson'], 'Votes': '452595', 'Synopsis': 'A blind lawyer by day, vigilante by night. Matt Murdock fights the crime of New York as Daredevil.'}\n",
      "{'Title': 'Arrested Development', 'url': '/title/tt0367279/?ref_=ttls_li_tt', 'Rank': '37', 'Years of running': '(2003–2019)', 'Certificate': '14', 'Run time in minutes': '22 ', 'Genre': 'Comedy', 'Rating': '8.7', 'Actors': ['Jason Bateman', 'Michael Cera', 'Portia de Rossi', 'Will Arnett'], 'Votes': '312381', 'Synopsis': 'Level-headed son Michael Bluth takes over family affairs after his father is imprisoned. But the rest of his spoiled, dysfunctional family are making his job unbearable.'}\n",
      "{'Title': \"It's Always Sunny in Philadelphia\", 'url': '/title/tt0472954/?ref_=ttls_li_tt', 'Rank': '38', 'Years of running': '(2005– )', 'Certificate': 'MA', 'Run time in minutes': '22 ', 'Genre': 'Comedy', 'Rating': '8.8', 'Actors': ['Charlie Day', 'Rob McElhenney', 'Kaitlin Olson', 'Glenn Howerton'], 'Votes': '234768', 'Synopsis': 'Five friends with big egos and small brains are the proprietors of an Irish pub in Philadelphia.'}\n",
      "{'Title': 'Vikings', 'url': '/title/tt2306299/?ref_=ttls_li_tt', 'Rank': '39', 'Years of running': '(2013–2020)', 'Certificate': 'MA', 'Run time in minutes': '44 ', 'Genre': 'Action, Adventure, Drama', 'Rating': '8.5', 'Actors': ['Katheryn Winnick', 'Gustaf Skarsgård', 'Alexander Ludwig', 'Georgia Hirst'], 'Votes': '550807', 'Synopsis': 'Vikings transports us to the brutal and mysterious world of Ragnar Lothbrok, a Viking warrior and farmer who yearns to explore--and raid--the distant shores across the ocean.'}\n",
      "{'Title': 'Westworld', 'url': '/title/tt0475784/?ref_=ttls_li_tt', 'Rank': '40', 'Years of running': '(2016–2022)', 'Certificate': 'MA', 'Run time in minutes': '62 ', 'Genre': 'Drama, Mystery, Sci-Fi', 'Rating': '8.5', 'Actors': ['Evan Rachel Wood', 'Jeffrey Wright', 'Ed Harris', 'Thandiwe Newton'], 'Votes': '515252', 'Synopsis': 'At the intersection of the near future and the reimagined past, waits a world in which every human appetite can be indulged without consequence.'}\n",
      "{'Title': 'Twin Peaks', 'url': '/title/tt0098936/?ref_=ttls_li_tt', 'Rank': '41', 'Years of running': '(1990–1991)', 'Certificate': 'MA', 'Run time in minutes': '47 ', 'Genre': 'Crime, Drama, Mystery', 'Rating': '8.8', 'Actors': ['Kyle MacLachlan', 'Michael Ontkean', 'Mädchen Amick', 'Dana Ashbrook'], 'Votes': '203847', 'Synopsis': 'An idiosyncratic FBI agent investigates the murder of a young woman in the even more idiosyncratic town of Twin Peaks.'}\n",
      "{'Title': 'The Twilight Zone', 'url': '/title/tt0052520/?ref_=ttls_li_tt', 'Rank': '42', 'Years of running': '(1959–1964)', 'Certificate': 'PG', 'Run time in minutes': '51 ', 'Genre': 'Drama, Fantasy, Horror', 'Rating': '9.1', 'Actors': ['Rod Serling', 'Robert McCord', 'Jay Overholts', 'James Turley'], 'Votes': '87052', 'Synopsis': 'Ordinary people find themselves in extraordinarily astounding situations, which they each try to solve in a remarkable manner.'}\n",
      "{'Title': 'Hunter x Hunter', 'url': '/title/tt2098220/?ref_=ttls_li_tt', 'Rank': '43', 'Years of running': '(2011–2014)', 'Certificate': '14', 'Run time in minutes': '24 ', 'Genre': 'Animation, Action, Adventure', 'Rating': '9', 'Actors': ['Issei Futamata', 'Megumi Han', 'Cristina Valenzuela', 'Mariya Ise'], 'Votes': '110713', 'Synopsis': 'Gon Freecss aspires to become a Hunter, an exceptional being capable of greatness. With his friends and his potential, he seeks out his father, who left him when he was younger.'}\n",
      "{'Title': 'Modern Family', 'url': '/title/tt1442437/?ref_=ttls_li_tt', 'Rank': '44', 'Years of running': '(2009–2020)', 'Certificate': 'PG', 'Run time in minutes': '22 ', 'Genre': 'Comedy, Drama, Romance', 'Rating': '8.5', 'Actors': [\"Ed O'Neill\", 'Sofía Vergara', 'Julie Bowen', 'Ty Burrell'], 'Votes': '449462', 'Synopsis': 'Three different but related families face trials and tribulations in their own uniquely comedic ways.'}\n",
      "{'Title': 'Mad Men', 'url': '/title/tt0804503/?ref_=ttls_li_tt', 'Rank': '45', 'Years of running': '(2007–2015)', 'Certificate': 'MA', 'Run time in minutes': '47 ', 'Genre': 'Drama', 'Rating': '8.7', 'Actors': ['Jon Hamm', 'Elisabeth Moss', 'Vincent Kartheiser', 'January Jones'], 'Votes': '246915', 'Synopsis': \"A drama about one of New York's most prestigious ad agencies at the beginning of the 1960s, focusing on one of the firm's most mysterious but extremely talented ad executives, Donald Draper.\"}\n",
      "{'Title': 'Succession', 'url': '/title/tt7660850/?ref_=ttls_li_tt', 'Rank': '46', 'Years of running': '(2018–2023)', 'Certificate': 'MA', 'Run time in minutes': '60 ', 'Genre': 'Comedy, Drama', 'Rating': '8.8', 'Actors': ['Nicholas Braun', 'Brian Cox', 'Kieran Culkin', 'Peter Friedman'], 'Votes': '186517', 'Synopsis': 'The Roy family is known for controlling the biggest media and entertainment company in the world. However, their world changes when their father steps down from the company.'}\n",
      "{'Title': 'Batman: The Animated Series', 'url': '/title/tt0103359/?ref_=ttls_li_tt', 'Rank': '47', 'Years of running': '(1992–1995)', 'Certificate': 'PG', 'Run time in minutes': '23 ', 'Genre': 'Animation, Action, Adventure', 'Rating': '9', 'Actors': ['Kevin Conroy', 'Loren Lester', 'Efrem Zimbalist Jr.', 'Bob Hastings'], 'Votes': '108320', 'Synopsis': 'The Dark Knight battles crime in Gotham City with occasional help from Robin and Batgirl.'}\n",
      "{'Title': 'One Piece', 'url': '/title/tt0388629/?ref_=ttls_li_tt', 'Rank': '48', 'Years of running': '(1999– )', 'Certificate': '14', 'Run time in minutes': '24 ', 'Genre': 'Animation, Action, Adventure', 'Rating': '8.9', 'Actors': ['Mayumi Tanaka', 'Laurent Vernin', 'Tony Beck', 'Akemi Okamura'], 'Votes': '138741', 'Synopsis': 'Follows the adventures of Monkey D. Luffy and his pirate crew in order to find the greatest treasure ever left by the legendary Pirate, Gold Roger. The famous mystery treasure named \"One Piece\".'}\n",
      "{'Title': 'Sons of Anarchy', 'url': '/title/tt1124373/?ref_=ttls_li_tt', 'Rank': '49', 'Years of running': '(2008–2014)', 'Certificate': 'MA', 'Run time in minutes': '45 ', 'Genre': 'Crime, Drama, Thriller', 'Rating': '8.6', 'Actors': ['Charlie Hunnam', 'Katey Sagal', 'Mark Boone Junior', 'Kim Coates'], 'Votes': '306566', 'Synopsis': 'A biker struggles to balance being a father and being involved in an outlaw motorcycle club.'}\n",
      "{'Title': 'Mindhunter', 'url': '/title/tt5290382/?ref_=ttls_li_tt', 'Rank': '50', 'Years of running': '(2017–2019)', 'Certificate': 'MA', 'Run time in minutes': '60 ', 'Genre': 'Crime, Drama, Mystery', 'Rating': '8.6', 'Actors': ['Jonathan Groff', 'Holt McCallany', 'Anna Torv', 'Hannah Gross'], 'Votes': '304998', 'Synopsis': 'In the late 1970s, two FBI agents broaden the realm of criminal science by investigating the psychology behind murder and end up getting too close to real-life monsters.'}\n",
      "{'Title': 'BoJack Horseman', 'url': '/title/tt3398228/?ref_=ttls_li_tt', 'Rank': '51', 'Years of running': '(2014–2020)', 'Certificate': 'MA', 'Run time in minutes': '25 ', 'Genre': 'Animation, Comedy, Drama', 'Rating': '8.8', 'Actors': ['Will Arnett', 'Amy Sedaris', 'Alison Brie', 'Aaron Paul'], 'Votes': '168820', 'Synopsis': 'BoJack Horseman was the star of the hit television show \"Horsin\\' Around\" in the \\'80s and \\'90s, but now he\\'s washed up, living in Hollywood, complaining about everything, and wearing colorful sweaters.'}\n",
      "{'Title': 'Mr. Robot', 'url': '/title/tt4158110/?ref_=ttls_li_tt', 'Rank': '52', 'Years of running': '(2015–2019)', 'Certificate': 'MA', 'Run time in minutes': '49 ', 'Genre': 'Crime, Drama, Thriller', 'Rating': '8.5', 'Actors': ['Rami Malek', 'Christian Slater', 'Carly Chaikin', 'Martin Wallström'], 'Votes': '398144', 'Synopsis': 'Elliot, a brilliant but highly unstable young cyber-security engineer and vigilante hacker, becomes a key figure in a complex game of global dominance when he and his shadowy allies try to take down the corrupt corporation he works for.'}\n",
      "{'Title': 'When They See Us', 'url': '/title/tt7137906/?ref_=ttls_li_tt', 'Rank': '53', 'Years of running': '(2019)', 'Certificate': 'MA', 'Run time in minutes': '296 ', 'Genre': 'Biography, Crime, Drama', 'Rating': '8.9', 'Actors': ['Asante Blackk', 'Caleel Harris', 'Ethan Herisse', 'Marquis Rodriguez'], 'Votes': '127518', 'Synopsis': \"Five teens from Harlem become trapped in a nightmare when they're falsely accused of a brutal attack in Central Park. Based on the true story.\"}\n",
      "{'Title': 'Cowboy Bebop', 'url': '/title/tt0213338/?ref_=ttls_li_tt', 'Rank': '54', 'Years of running': '(1998–1999)', 'Certificate': '14', 'Run time in minutes': '24 ', 'Genre': 'Animation, Action, Adventure', 'Rating': '8.9', 'Actors': ['Kôichi Yamadera', 'Unshô Ishizuka', 'Megumi Hayashibara', 'Steve Blum'], 'Votes': '126454', 'Synopsis': 'The futuristic misadventures and tragedies of an easygoing bounty hunter and his partners.'}\n",
      "{'Title': 'Downton Abbey', 'url': '/title/tt1606375/?ref_=ttls_li_tt', 'Rank': '55', 'Years of running': '(2010–2015)', 'Certificate': 'PG', 'Run time in minutes': '58 ', 'Genre': 'Drama, Romance', 'Rating': '8.7', 'Actors': ['Hugh Bonneville', 'Phyllis Logan', 'Elizabeth McGovern', 'Brendan Coyle'], 'Votes': '213170', 'Synopsis': 'A chronicle of the lives of the British aristocratic Crawley family and their servants in the early twentieth century.'}\n",
      "{'Title': 'How I Met Your Mother', 'url': '/title/tt0460649/?ref_=ttls_li_tt', 'Rank': '56', 'Years of running': '(2005–2014)', 'Certificate': '14', 'Run time in minutes': '22 ', 'Genre': 'Comedy, Drama, Romance', 'Rating': '8.3', 'Actors': ['Josh Radnor', 'Jason Segel', 'Cobie Smulders', 'Neil Patrick Harris'], 'Votes': '700227', 'Synopsis': 'A father recounts to his children - through a series of flashbacks - the journey he and his four best friends took leading up to him meeting their mother.'}\n",
      "{'Title': 'Gravity Falls', 'url': '/title/tt1865718/?ref_=ttls_li_tt', 'Rank': '57', 'Years of running': '(2012–2016)', 'Certificate': 'Y7', 'Run time in minutes': '23 ', 'Genre': 'Animation, Adventure, Comedy', 'Rating': '8.9', 'Actors': ['Jason Ritter', 'Alex Hirsch', 'Kristen Schaal', 'Linda Cardellini'], 'Votes': '118029', 'Synopsis': \"Twin siblings Dipper and Mabel Pines spend the summer at their great-uncle's tourist trap in the enigmatic Gravity Falls, Oregon.\"}\n",
      "{'Title': 'Parks and Recreation', 'url': '/title/tt1266020/?ref_=ttls_li_tt', 'Rank': '58', 'Years of running': '(2009–2015)', 'Certificate': '14', 'Run time in minutes': '22 ', 'Genre': 'Comedy', 'Rating': '8.6', 'Actors': ['Amy Poehler', \"Jim O'Heir\", 'Nick Offerman', 'Chris Pratt'], 'Votes': '269859', 'Synopsis': \"The absurd antics of an Indiana town's public officials as they pursue sundry projects to make their city a better place.\"}\n",
      "{'Title': 'The Haunting of Hill House', 'url': '/title/tt6763664/?ref_=ttls_li_tt', 'Rank': '59', 'Years of running': '(2018)', 'Certificate': 'MA', 'Run time in minutes': '572 ', 'Genre': 'Drama, Horror, Mystery', 'Rating': '8.6', 'Actors': ['Michiel Huisman', 'Carla Gugino', 'Henry Thomas', 'Elizabeth Reaser'], 'Votes': '257768', 'Synopsis': 'Flashing between past and present, a fractured family confronts haunting memories of their old home and the terrifying events that drove them from it.'}\n",
      "{'Title': 'Freaks and Geeks', 'url': '/title/tt0193676/?ref_=ttls_li_tt', 'Rank': '60', 'Years of running': '(1999–2000)', 'Certificate': '14', 'Run time in minutes': '44 ', 'Genre': 'Comedy, Drama', 'Rating': '8.8', 'Actors': ['Linda Cardellini', 'John Francis Daley', 'James Franco', 'Samm Levine'], 'Votes': '146872', 'Synopsis': 'A high school mathlete starts hanging out with a group of burnouts while her younger brother navigates his freshman year.'}\n",
      "{'Title': 'Shameless', 'url': '/title/tt1586680/?ref_=ttls_li_tt', 'Rank': '61', 'Years of running': '(2011–2021)', 'Certificate': 'MA', 'Run time in minutes': '46 ', 'Genre': 'Comedy, Drama', 'Rating': '8.6', 'Actors': ['Emmy Rossum', 'William H. Macy', 'Ethan Cutkosky', 'Jeremy Allen White'], 'Votes': '254076', 'Synopsis': 'A scrappy, feisty, fiercely loyal Chicago family makes no apologies.'}\n",
      "{'Title': 'Supernatural', 'url': '/title/tt0460681/?ref_=ttls_li_tt', 'Rank': '62', 'Years of running': '(2005–2020)', 'Certificate': '14', 'Run time in minutes': '44 ', 'Genre': 'Drama, Fantasy, Horror', 'Rating': '8.4', 'Actors': ['Jared Padalecki', 'Jensen Ackles', 'Jim Beaver', 'Misha Collins'], 'Votes': '458351', 'Synopsis': \"Two brothers follow their father's footsteps as hunters, fighting evil supernatural beings of many kinds, including monsters, demons, and gods that roam the earth.\"}\n",
      "{'Title': 'House of the Dragon', 'url': '/title/tt11198330/?ref_=ttls_li_tt', 'Rank': '63', 'Years of running': '(2022– )', 'Certificate': 'MA', 'Run time in minutes': '44 ', 'Genre': 'Drama, Fantasy, Horror', 'Rating': '8.4', 'Actors': ['Jared Padalecki', 'Jensen Ackles', 'Jim Beaver', 'Misha Collins'], 'Votes': '458351', 'Synopsis': \"Two brothers follow their father's footsteps as hunters, fighting evil supernatural beings of many kinds, including monsters, demons, and gods that roam the earth.\"}\n",
      "{'Title': 'Ozark', 'url': '/title/tt5071412/?ref_=ttls_li_tt', 'Rank': '64', 'Years of running': '(2017–2022)', 'Certificate': 'MA', 'Run time in minutes': '60 ', 'Genre': 'Crime, Drama, Thriller', 'Rating': '8.5', 'Actors': ['Jason Bateman', 'Laura Linney', 'Sofia Hublitz', 'Skylar Gaertner'], 'Votes': '326449', 'Synopsis': 'A financial advisor drags his family from Chicago to the Missouri Ozarks, where he must launder money to appease a drug boss.'}\n",
      "{'Title': 'The Big Bang Theory', 'url': '/title/tt0898266/?ref_=ttls_li_tt', 'Rank': '65', 'Years of running': '(2007–2019)', 'Certificate': 'PG', 'Run time in minutes': '22 ', 'Genre': 'Comedy, Romance', 'Rating': '8.2', 'Actors': ['Johnny Galecki', 'Jim Parsons', 'Kaley Cuoco', 'Simon Helberg'], 'Votes': '828111', 'Synopsis': 'A woman who moves into an apartment across the hall from two brilliant but socially awkward physicists shows them how little they know about life outside of the laboratory.'}\n",
      "{'Title': 'Dragon Ball Z', 'url': '/title/tt0214341/?ref_=ttls_li_tt', 'Rank': '66', 'Years of running': '(1989–1996)', 'Certificate': 'PG', 'Run time in minutes': '24 ', 'Genre': 'Animation, Action, Adventure', 'Rating': '8.8', 'Actors': ['Doc Harris', 'Christopher Sabat', 'Scott McNeil', 'Sean Schemmel'], 'Votes': '136569', 'Synopsis': 'With the help of the powerful Dragonballs, a team of fighters led by the saiyan warrior Goku defend the planet earth from extraterrestrial enemies.'}\n",
      "{'Title': 'Rome', 'url': '/title/tt0384766/?ref_=ttls_li_tt', 'Rank': '67', 'Years of running': '(2005–2007)', 'Certificate': 'MA', 'Run time in minutes': '52 ', 'Genre': 'Action, Drama, Romance', 'Rating': '8.7', 'Actors': ['Kevin McKidd', 'Ray Stevenson', 'Polly Walker', 'Kerry Condon'], 'Votes': '176474', 'Synopsis': 'A down-to-earth account of the lives of both illustrious and ordinary Romans set in the last days of the Roman Republic.'}\n",
      "{'Title': 'Suits', 'url': '/title/tt1632701/?ref_=ttls_li_tt', 'Rank': '68', 'Years of running': '(2011–2019)', 'Certificate': '14', 'Run time in minutes': '44 ', 'Genre': 'Comedy, Drama', 'Rating': '8.4', 'Actors': ['Gabriel Macht', 'Patrick J. Adams', 'Meghan Markle', 'Sarah Rafferty'], 'Votes': '424663', 'Synopsis': \"On the run from a drug deal gone bad, brilliant college dropout Mike Ross finds himself working with Harvey Specter, one of New York City's best lawyers.\"}\n",
      "{'Title': 'The X-Files', 'url': '/title/tt0106179/?ref_=ttls_li_tt', 'Rank': '69', 'Years of running': '(1993–2018)', 'Certificate': '14', 'Run time in minutes': '45 ', 'Genre': 'Crime, Drama, Mystery', 'Rating': '8.6', 'Actors': ['David Duchovny', 'Gillian Anderson', 'Mitch Pileggi', 'William B. Davis'], 'Votes': '234008', 'Synopsis': 'Two F.B.I. Agents, Fox Mulder the believer and Dana Scully the skeptic, investigate the strange and unexplained, while hidden forces work to impede their efforts.'}\n",
      "{'Title': 'Curb Your Enthusiasm', 'url': '/title/tt0264235/?ref_=ttls_li_tt', 'Rank': '70', 'Years of running': '(2000– )', 'Certificate': 'MA', 'Run time in minutes': '28 ', 'Genre': 'Comedy', 'Rating': '8.8', 'Actors': ['Larry David', 'Cheryl Hines', 'Jeff Garlin', 'Susie Essman'], 'Votes': '134050', 'Synopsis': 'The life and times of Larry David and the predicaments he gets himself into with his friends and complete strangers.'}\n",
      "{'Title': 'Yellowstone', 'url': '/title/tt4236770/?ref_=ttls_li_tt', 'Rank': '71', 'Years of running': '(2018–2023)', 'Certificate': 'MA', 'Run time in minutes': '60 ', 'Genre': 'Drama, Western', 'Rating': '8.7', 'Actors': ['Kevin Costner', 'Luke Grimes', 'Kelly Reilly', 'Wes Bentley'], 'Votes': '176238', 'Synopsis': 'A ranching family in Montana faces off against others encroaching on their land.'}\n",
      "{'Title': 'Doctor Who', 'url': '/title/tt0436992/?ref_=ttls_li_tt', 'Rank': '72', 'Years of running': '(2005– )', 'Certificate': 'PG', 'Run time in minutes': '45 ', 'Genre': 'Adventure, Drama, Sci-Fi', 'Rating': '8.6', 'Actors': ['Jodie Whittaker', 'Peter Capaldi', 'Pearl Mackie', 'Matt Smith'], 'Votes': '231131', 'Synopsis': 'The further adventures in time and space of the alien adventurer known as the Doctor and their companions from planet Earth.'}\n",
      "{'Title': 'The Crown', 'url': '/title/tt4786824/?ref_=ttls_li_tt', 'Rank': '73', 'Years of running': '(2016–2023)', 'Certificate': 'MA', 'Run time in minutes': '58 ', 'Genre': 'Biography, Drama, History', 'Rating': '8.6', 'Actors': ['Claire Foy', 'Olivia Colman', 'Imelda Staunton', 'Matt Smith'], 'Votes': '229671', 'Synopsis': \"Follows the political rivalries and romance of Queen Elizabeth II's reign and the events that shaped the second half of the 20th century.\"}\n",
      "{'Title': 'Fleabag', 'url': '/title/tt5687612/?ref_=ttls_li_tt', 'Rank': '74', 'Years of running': '(2016–2019)', 'Certificate': 'MA', 'Run time in minutes': '27 ', 'Genre': 'Comedy, Drama', 'Rating': '8.7', 'Actors': ['Phoebe Waller-Bridge', 'Sian Clifford', 'Olivia Colman', 'Jenny Rainsford'], 'Votes': '172819', 'Synopsis': 'A comedy series adapted from the award-winning play about a young woman trying to cope with life in London whilst coming to terms with a recent tragedy.'}\n",
      "{'Title': 'Lost', 'url': '/title/tt0411008/?ref_=ttls_li_tt', 'Rank': '75', 'Years of running': '(2004–2010)', 'Certificate': '14', 'Run time in minutes': '44 ', 'Genre': 'Adventure, Drama, Fantasy', 'Rating': '8.3', 'Actors': ['Jorge Garcia', 'Josh Holloway', 'Yunjin Kim', 'Evangeline Lilly'], 'Votes': '567114', 'Synopsis': 'The survivors of a plane crash are forced to work together in order to survive on a seemingly deserted tropical island.'}\n",
      "{'Title': 'Battlestar Galactica', 'url': '/title/tt0407362/?ref_=ttls_li_tt', 'Rank': '76', 'Years of running': '(2004–2009)', 'Certificate': '14', 'Run time in minutes': '44 ', 'Genre': 'Action, Adventure, Drama', 'Rating': '8.7', 'Actors': ['Edward James Olmos', 'Mary McDonnell', 'Jamie Bamber', 'James Callis'], 'Votes': '169896', 'Synopsis': 'When an old enemy, the Cylons, resurface and obliterate the 12 colonies, the crew of the aged Galactica protect a small civilian fleet - the last of humanity - as they journey toward the fabled 13th colony, Earth.'}\n",
      "{'Title': 'One Punch Man', 'url': '/title/tt4508902/?ref_=ttls_li_tt', 'Rank': '77', 'Years of running': '(2015–2019)', 'Certificate': 'PG', 'Run time in minutes': '24 ', 'Genre': 'Animation, Action, Comedy', 'Rating': '8.7', 'Actors': ['Makoto Furukawa', 'Kaito Ishikawa', 'Max Mittelman', 'Zach Aguilar'], 'Votes': '169593', 'Synopsis': 'The story of Saitama, a hero that does it just for fun & can defeat his enemies with a single punch.'}\n",
      "{'Title': 'Prison Break', 'url': '/title/tt0455275/?ref_=ttls_li_tt', 'Rank': '78', 'Years of running': '(2005–2017)', 'Certificate': '14', 'Run time in minutes': '44 ', 'Genre': 'Action, Crime, Drama', 'Rating': '8.3', 'Actors': ['Dominic Purcell', 'Wentworth Miller', 'Amaury Nolasco', 'Robert Knepper'], 'Votes': '551116', 'Synopsis': 'Due to a political conspiracy, an innocent man is sent to death row and his only hope is his brother, who makes it his mission to deliberately get himself sent to the same prison in order to break the both of them out, from the inside.'}\n",
      "{'Title': 'The Walking Dead', 'url': '/title/tt1520211/?ref_=ttls_li_tt', 'Rank': '79', 'Years of running': '(2010–2022)', 'Certificate': 'MA', 'Run time in minutes': '44 ', 'Genre': 'Drama, Horror, Thriller', 'Rating': '8.1', 'Actors': ['Andrew Lincoln', 'Norman Reedus', 'Melissa McBride', 'Lauren Cohan'], 'Votes': '1026349', 'Synopsis': 'Sheriff Deputy Rick Grimes wakes up from a coma to learn the world is in ruins and must lead a group of survivors to stay alive.'}\n",
      "{'Title': 'Community', 'url': '/title/tt1439629/?ref_=ttls_li_tt', 'Rank': '80', 'Years of running': '(2009–2015)', 'Certificate': '14', 'Run time in minutes': '22 ', 'Genre': 'Comedy', 'Rating': '8.5', 'Actors': ['Joel McHale', 'Danny Pudi', 'Donald Glover', 'Chevy Chase'], 'Votes': '276143', 'Synopsis': 'A suspended lawyer is forced to enroll in a community college with an eccentric staff and student body.'}\n",
      "{'Title': 'Invincible', 'url': '/title/tt6741278/?ref_=ttls_li_tt', 'Rank': '81', 'Years of running': '(2021– )', 'Certificate': 'MA', 'Run time in minutes': '50 ', 'Genre': 'Animation, Action, Adventure', 'Rating': '8.7', 'Actors': ['Steven Yeun', 'J.K. Simmons', 'Sandra Oh', 'Zazie Beetz'], 'Votes': '152210', 'Synopsis': 'An adult animated series based on the Skybound/Image comic about a teenager whose father is the most powerful superhero on the planet.'}\n",
      "{'Title': 'Severance', 'url': '/title/tt11280740/?ref_=ttls_li_tt', 'Rank': '82', 'Years of running': '(2022– )', 'Certificate': 'MA', 'Run time in minutes': '55 ', 'Genre': 'Drama, Mystery, Sci-Fi', 'Rating': '8.7', 'Actors': ['Adam Scott', 'Zach Cherry', 'Britt Lower', 'Tramell Tillman'], 'Votes': '152016', 'Synopsis': 'Mark leads a team of office workers whose memories have been surgically divided between their work and personal lives. When a mysterious colleague appears outside of work, it begins a journey to discover the truth about their jobs.'}\n",
      "{'Title': 'This Is Us', 'url': '/title/tt5555260/?ref_=ttls_li_tt', 'Rank': '83', 'Years of running': '(2016–2022)', 'Certificate': '14', 'Run time in minutes': '45 ', 'Genre': 'Comedy, Drama, Romance', 'Rating': '8.7', 'Actors': ['Milo Ventimiglia', 'Mandy Moore', 'Sterling K. Brown', 'Chrissy Metz'], 'Votes': '149388', 'Synopsis': 'A heartwarming and emotional story about a unique set of triplets, their struggles, and their wonderful parents.'}\n",
      "{'Title': 'Hannibal', 'url': '/title/tt2243973/?ref_=ttls_li_tt', 'Rank': '84', 'Years of running': '(2013–2015)', 'Certificate': 'MA', 'Run time in minutes': '44 ', 'Genre': 'Crime, Drama, Horror', 'Rating': '8.5', 'Actors': ['Hugh Dancy', 'Mads Mikkelsen', 'Caroline Dhavernas', 'Laurence Fishburne'], 'Votes': '261822', 'Synopsis': 'Explores the early relationship between renowned psychiatrist Hannibal Lecter and a young FBI criminal profiler who is haunted by his ability to empathize with serial killers.'}\n",
      "{'Title': 'Boardwalk Empire', 'url': '/title/tt0979432/?ref_=ttls_li_tt', 'Rank': '85', 'Years of running': '(2010–2014)', 'Certificate': 'MA', 'Run time in minutes': '55 ', 'Genre': 'Crime, Drama', 'Rating': '8.6', 'Actors': ['Steve Buscemi', 'Kelly Macdonald', 'Michael Shannon', 'Shea Whigham'], 'Votes': '194723', 'Synopsis': 'An Atlantic City politician plays both sides of the law by conspiring with gangsters during the Prohibition era.'}\n",
      "{'Title': 'Spartacus', 'url': '/title/tt1442449/?ref_=ttls_li_tt', 'Rank': '86', 'Years of running': '(2010–2013)', 'Certificate': 'MA', 'Run time in minutes': '55 ', 'Genre': 'Action, Adventure, Biography', 'Rating': '8.5', 'Actors': ['Andy Whitfield', 'Lucy Lawless', 'Manu Bennett', 'Daniel Feuerriegel'], 'Votes': '247448', 'Synopsis': 'The life of Spartacus, the gladiator who lead a rebellion against the Romans. From his time as an ally of the Romans, to his betrayal and becoming a gladiator, to the rebellion he leads and its ultimate outcome.'}\n",
      "{'Title': 'The Punisher', 'url': '/title/tt5675620/?ref_=ttls_li_tt', 'Rank': '87', 'Years of running': '(2017–2019)', 'Certificate': 'MA', 'Run time in minutes': '53 ', 'Genre': 'Action, Crime, Drama', 'Rating': '8.5', 'Actors': ['Jon Bernthal', 'Amber Rose Revah', 'Ben Barnes', 'Jason R. Moore'], 'Votes': '247063', 'Synopsis': 'After his revenge on those who murdered his family, aimless Marine veteran Frank Castle finds a new meaning in life as a vigilante known as \"The Punisher\".'}\n",
      "{'Title': 'Brooklyn Nine-Nine', 'url': '/title/tt2467372/?ref_=ttls_li_tt', 'Rank': '88', 'Years of running': '(2013–2021)', 'Certificate': '14', 'Run time in minutes': '22 ', 'Genre': 'Comedy, Crime', 'Rating': '8.4', 'Actors': ['Andy Samberg', 'Stephanie Beatriz', 'Terry Crews', 'Melissa Fumero'], 'Votes': '332050', 'Synopsis': \"Comedy series following the exploits of Det. Jake Peralta and his diverse, lovable colleagues as they police the NYPD's 99th Precinct.\"}\n",
      "{'Title': 'Futurama', 'url': '/title/tt0149460/?ref_=ttls_li_tt', 'Rank': '89', 'Years of running': '(1999–2023)', 'Certificate': '14', 'Run time in minutes': '22 ', 'Genre': 'Animation, Adventure, Comedy', 'Rating': '8.5', 'Actors': ['Billy West', 'John DiMaggio', 'Katey Sagal', 'Tress MacNeille'], 'Votes': '245578', 'Synopsis': \"Philip J. Fry, a pizza delivery boy, is accidentally frozen in 1999 and thawed out on New Year's Eve 2999.\"}\n",
      "{'Title': 'Six Feet Under', 'url': '/title/tt0248654/?ref_=ttls_li_tt', 'Rank': '90', 'Years of running': '(2001–2005)', 'Certificate': 'MA', 'Run time in minutes': '60 ', 'Genre': 'Comedy, Drama', 'Rating': '8.7', 'Actors': ['Peter Krause', 'Michael C. Hall', 'Frances Conroy', 'Lauren Ambrose'], 'Votes': '138729', 'Synopsis': 'A chronicle of the lives of a dysfunctional family who run an independent funeral home in Los Angeles.'}\n",
      "{'Title': 'Naruto: Shippuden', 'url': '/title/tt0988824/?ref_=ttls_li_tt', 'Rank': '91', 'Years of running': '(2007–2017)', 'Certificate': 'PG', 'Run time in minutes': '24 ', 'Genre': 'Animation, Action, Adventure', 'Rating': '8.7', 'Actors': ['Alexandre Crepet', 'Junko Takeuchi', 'Maile Flanagan', 'Kate Higgins'], 'Votes': '136506', 'Synopsis': 'Naruto Uzumaki, is a loud, hyperactive, adolescent ninja who constantly searches for approval and recognition, as well as to become Hokage, who is acknowledged as the leader and strongest of all ninja in the village.'}\n",
      "{'Title': 'The West Wing', 'url': '/title/tt0200276/?ref_=ttls_li_tt', 'Rank': '92', 'Years of running': '(1999–2006)', 'Certificate': '14', 'Run time in minutes': '44 ', 'Genre': 'Drama', 'Rating': '8.9', 'Actors': ['Martin Sheen', 'Rob Lowe', 'Allison Janney', 'John Spencer'], 'Votes': '80194', 'Synopsis': 'Inside the lives of staffers in the West Wing of the White House.'}\n",
      "{'Title': 'Star Trek: The Next Generation', 'url': '/title/tt0092455/?ref_=ttls_li_tt', 'Rank': '93', 'Years of running': '(1987–1994)', 'Certificate': 'PG', 'Run time in minutes': '44 ', 'Genre': 'Action, Adventure, Sci-Fi', 'Rating': '8.7', 'Actors': ['Patrick Stewart', 'Brent Spiner', 'Jonathan Frakes', 'LeVar Burton'], 'Votes': '127211', 'Synopsis': \"Set almost 100 years after Captain Kirk's 5-year mission, a new generation of Starfleet officers sets off in the U.S.S. Enterprise-D on its own mission to go where no one has gone before.\"}\n",
      "{'Title': 'Fawlty Towers', 'url': '/title/tt0072500/?ref_=ttls_li_tt', 'Rank': '94', 'Years of running': '(1975–1979)', 'Certificate': 'PG', 'Run time in minutes': '30 ', 'Genre': 'Comedy', 'Rating': '8.8', 'Actors': ['John Cleese', 'Prunella Scales', 'Andrew Sachs', 'Connie Booth'], 'Votes': '96161', 'Synopsis': \"Hotel owner Basil Fawlty's incompetence, short fuse, and arrogance form a combination that ensures accidents and trouble are never far away.\"}\n",
      "{'Title': 'The Marvelous Mrs. Maisel', 'url': '/title/tt5788792/?ref_=ttls_li_tt', 'Rank': '95', 'Years of running': '(2017–2023)', 'Certificate': 'MA', 'Run time in minutes': '57 ', 'Genre': 'Comedy, Drama', 'Rating': '8.7', 'Actors': ['Rachel Brosnahan', 'Alex Borstein', 'Michael Zegen', 'Marin Hinkle'], 'Votes': '123728', 'Synopsis': 'After her husband leaves her, young mother of two Miriam \"Midge\" Maisel discovers that she has a talent for stand-up comedy. Could this be her calling?'}\n",
      "{'Title': 'Archer', 'url': '/title/tt1486217/?ref_=ttls_li_tt', 'Rank': '96', 'Years of running': '(2009– )', 'Certificate': 'MA', 'Run time in minutes': '22 ', 'Genre': 'Animation, Action, Comedy', 'Rating': '8.6', 'Actors': ['H. Jon Benjamin', 'Judy Greer', 'Amber Nash', 'Chris Parnell'], 'Votes': '159014', 'Synopsis': 'Covert black ops and espionage take a back seat to zany personalities and relationships between secret agents and drones.'}\n",
      "{'Title': 'Big Little Lies', 'url': '/title/tt3920596/?ref_=ttls_li_tt', 'Rank': '97', 'Years of running': '(2017–2019)', 'Certificate': 'MA', 'Run time in minutes': '60 ', 'Genre': 'Crime, Drama, Mystery', 'Rating': '8.5', 'Actors': ['Reese Witherspoon', 'Nicole Kidman', 'Shailene Woodley', 'Adam Scott'], 'Votes': '209500', 'Synopsis': 'The apparently-perfect lives of upper-class mothers of students at a prestigious elementary school unravel to the point of murder when a single mother moves to their quaint California beach town.'}\n",
      "{'Title': 'Demon Slayer: Kimetsu no Yaiba', 'url': '/title/tt9335498/?ref_=ttls_li_tt', 'Rank': '98', 'Years of running': '(2019– )', 'Certificate': 'MA', 'Run time in minutes': '24 ', 'Genre': 'Animation, Action, Adventure', 'Rating': '8.7', 'Actors': ['Natsuki Hanae', 'Zach Aguilar', 'Akari Kitô', 'Yoshitsugu Matsuoka'], 'Votes': '118229', 'Synopsis': 'A family is attacked by demons and only two members survive - Tanjiro and his sister Nezuko, who is turning into a demon slowly. Tanjiro sets out to become a demon slayer to avenge his family and cure his sister.'}\n",
      "{'Title': 'Only Fools and Horses', 'url': '/title/tt0081912/?ref_=ttls_li_tt', 'Rank': '99', 'Years of running': '(1981–2003)', 'Certificate': 'PG', 'Run time in minutes': '95 ', 'Genre': 'Comedy', 'Rating': '9', 'Actors': ['David Jason', 'Nicholas Lyndhurst', 'Roger Lloyd Pack', 'Buster Merryfield'], 'Votes': '53798', 'Synopsis': \"Comedy that follows two brothers from London's rough Peckham estate as they wheel and deal through a number of dodgy deals and search for the big score that'll make them millionaires.\"}\n",
      "{'Title': 'Money Heist', 'url': '/title/tt6468322/?ref_=ttls_li_tt', 'Rank': '100', 'Years of running': '(2017–2021)', 'Certificate': 'MA', 'Run time in minutes': '70 ', 'Genre': 'Action, Crime, Drama', 'Rating': '8.2', 'Actors': ['Úrsula Corberó', 'Álvaro Morte', 'Itziar Ituño', 'Pedro Alonso'], 'Votes': '495226', 'Synopsis': 'An unusual group of robbers attempt to carry out the most perfect robbery in Spanish history - stealing 2.4 billion euros from the Royal Mint of Spain.'}\n"
     ]
    }
   ],
   "source": [
    "# loop to get all the details for all the shows \n",
    "for each in title_list:\n",
    "    try:\n",
    "        \n",
    "        titles = each.h3.a.get_text()\n",
    "        title_link = each.h3.a['href'] \n",
    "        rank = each.h3.find('span', class_ = 'lister-item-index unbold text-primary').get_text().replace('.', '')\n",
    "        run_years = each.h3.find('span',class_ = 'lister-item-year text-muted unbold').get_text()\n",
    "        p_tag = each.find_all('p',class_ = 'text-muted text-small')\n",
    "        certificate = p_tag[0].find('span', class_= \"certificate\").get_text().replace('TV-','')\n",
    "        runtime = p_tag[0].find('span', class_= \"runtime\").get_text().replace('min','')\n",
    "        genre = p_tag[0].find('span', class_= \"genre\").get_text().strip()\n",
    "        Rating = each.find('span', class_ = 'ipl-rating-star__rating').get_text()\n",
    "        Actor = p_tag[1].find_all('a')\n",
    "        Actors = [actor.get_text() for actor in Actor]\n",
    "        Votes = p_tag[2].find_all('span')[1].get_text().replace(',','')\n",
    "        Synopsis = each.find_all('p')[1].get_text().strip()\n",
    "    except :\n",
    "        pass\n",
    "    dict_elements = {'Title' : titles,\n",
    "                    'url' : title_link,\n",
    "                    'Rank' : rank,\n",
    "                    'Years of running' : run_years,\n",
    "                    'Certificate' : certificate,\n",
    "                    'Run time in minutes' : runtime,\n",
    "                    'Genre' : genre,\n",
    "                    'Rating' : Rating,\n",
    "                    'Actors' : Actors,\n",
    "                    'Votes' : Votes,\n",
    "                    'Synopsis' : Synopsis}                        \n",
    "    # Add the dictionary to the list\n",
    "    all_details_list.append(dict_elements) \n",
    "    print(dict_elements)\n",
    "    \n",
    " \n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "ee83718d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "100\n"
     ]
    }
   ],
   "source": [
    "print(len(all_details_list))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "f12e9820",
   "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>url</th>\n",
       "      <th>Rank</th>\n",
       "      <th>Years of running</th>\n",
       "      <th>Certificate</th>\n",
       "      <th>Run time in minutes</th>\n",
       "      <th>Genre</th>\n",
       "      <th>Rating</th>\n",
       "      <th>Actors</th>\n",
       "      <th>Votes</th>\n",
       "      <th>Synopsis</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Breaking Bad</td>\n",
       "      <td>/title/tt0903747/?ref_=ttls_li_tt</td>\n",
       "      <td>1</td>\n",
       "      <td>(2008–2013)</td>\n",
       "      <td>MA</td>\n",
       "      <td>49</td>\n",
       "      <td>Crime, Drama, Thriller</td>\n",
       "      <td>9.5</td>\n",
       "      <td>[Bryan Cranston, Aaron Paul, Anna Gunn, Betsy ...</td>\n",
       "      <td>1973655</td>\n",
       "      <td>A chemistry teacher diagnosed with inoperable ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Game of Thrones</td>\n",
       "      <td>/title/tt0944947/?ref_=ttls_li_tt</td>\n",
       "      <td>2</td>\n",
       "      <td>(2011–2019)</td>\n",
       "      <td>MA</td>\n",
       "      <td>57</td>\n",
       "      <td>Action, Adventure, Drama</td>\n",
       "      <td>9.2</td>\n",
       "      <td>[Emilia Clarke, Peter Dinklage, Kit Harington,...</td>\n",
       "      <td>2160313</td>\n",
       "      <td>Nine noble families fight for control over the...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Chernobyl</td>\n",
       "      <td>/title/tt7366338/?ref_=ttls_li_tt</td>\n",
       "      <td>3</td>\n",
       "      <td>(2019)</td>\n",
       "      <td>MA</td>\n",
       "      <td>330</td>\n",
       "      <td>Drama, History, Thriller</td>\n",
       "      <td>9.4</td>\n",
       "      <td>[Jessie Buckley, Jared Harris, Stellan Skarsgå...</td>\n",
       "      <td>795537</td>\n",
       "      <td>In April 1986, an explosion at the Chernobyl n...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Band of Brothers</td>\n",
       "      <td>/title/tt0185906/?ref_=ttls_li_tt</td>\n",
       "      <td>4</td>\n",
       "      <td>(2001)</td>\n",
       "      <td>MA</td>\n",
       "      <td>594</td>\n",
       "      <td>Drama, History, War</td>\n",
       "      <td>9.4</td>\n",
       "      <td>[Scott Grimes, Damian Lewis, Ron Livingston, S...</td>\n",
       "      <td>483337</td>\n",
       "      <td>The story of Easy Company of the U.S. Army 101...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Sherlock</td>\n",
       "      <td>/title/tt1475582/?ref_=ttls_li_tt</td>\n",
       "      <td>5</td>\n",
       "      <td>(2010–2017)</td>\n",
       "      <td>14</td>\n",
       "      <td>88</td>\n",
       "      <td>Crime, Drama, Mystery</td>\n",
       "      <td>9.1</td>\n",
       "      <td>[Benedict Cumberbatch, Martin Freeman, Una Stu...</td>\n",
       "      <td>949495</td>\n",
       "      <td>The quirky spin on Conan Doyle's iconic sleuth...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>The Wire</td>\n",
       "      <td>/title/tt0306414/?ref_=ttls_li_tt</td>\n",
       "      <td>6</td>\n",
       "      <td>(2002–2008)</td>\n",
       "      <td>MA</td>\n",
       "      <td>59</td>\n",
       "      <td>Crime, Drama, Thriller</td>\n",
       "      <td>9.3</td>\n",
       "      <td>[Dominic West, Lance Reddick, Sonja Sohn, Wend...</td>\n",
       "      <td>352157</td>\n",
       "      <td>The Baltimore drug scene, as seen through the ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Avatar: The Last Airbender</td>\n",
       "      <td>/title/tt0417299/?ref_=ttls_li_tt</td>\n",
       "      <td>7</td>\n",
       "      <td>(2005–2008)</td>\n",
       "      <td>Y7-FV</td>\n",
       "      <td>23</td>\n",
       "      <td>Animation, Action, Adventure</td>\n",
       "      <td>9.3</td>\n",
       "      <td>[Dee Bradley Baker, Zach Tyler Eisen, Mae Whit...</td>\n",
       "      <td>330632</td>\n",
       "      <td>In a war-torn world of elemental magic, a youn...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>The Sopranos</td>\n",
       "      <td>/title/tt0141842/?ref_=ttls_li_tt</td>\n",
       "      <td>8</td>\n",
       "      <td>(1999–2007)</td>\n",
       "      <td>MA</td>\n",
       "      <td>55</td>\n",
       "      <td>Crime, Drama</td>\n",
       "      <td>9.2</td>\n",
       "      <td>[James Gandolfini, Lorraine Bracco, Edie Falco...</td>\n",
       "      <td>422307</td>\n",
       "      <td>New Jersey mob boss Tony Soprano deals with pe...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Friends</td>\n",
       "      <td>/title/tt0108778/?ref_=ttls_li_tt</td>\n",
       "      <td>9</td>\n",
       "      <td>(1994–2004)</td>\n",
       "      <td>14</td>\n",
       "      <td>22</td>\n",
       "      <td>Comedy, Romance</td>\n",
       "      <td>8.9</td>\n",
       "      <td>[Jennifer Aniston, Courteney Cox, Lisa Kudrow,...</td>\n",
       "      <td>1024970</td>\n",
       "      <td>Follows the personal and professional lives of...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Rick and Morty</td>\n",
       "      <td>/title/tt2861424/?ref_=ttls_li_tt</td>\n",
       "      <td>10</td>\n",
       "      <td>(2013– )</td>\n",
       "      <td>14</td>\n",
       "      <td>23</td>\n",
       "      <td>Animation, Adventure, Comedy</td>\n",
       "      <td>9.1</td>\n",
       "      <td>[Justin Roiland, Chris Parnell, Spencer Gramme...</td>\n",
       "      <td>550503</td>\n",
       "      <td>An animated series that follows the exploits o...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>The Office</td>\n",
       "      <td>/title/tt0386676/?ref_=ttls_li_tt</td>\n",
       "      <td>11</td>\n",
       "      <td>(2005–2013)</td>\n",
       "      <td>14</td>\n",
       "      <td>22</td>\n",
       "      <td>Comedy</td>\n",
       "      <td>9</td>\n",
       "      <td>[Steve Carell, Jenna Fischer, John Krasinski, ...</td>\n",
       "      <td>638956</td>\n",
       "      <td>A mockumentary on a group of typical office wo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Attack on Titan</td>\n",
       "      <td>/title/tt2560140/?ref_=ttls_li_tt</td>\n",
       "      <td>12</td>\n",
       "      <td>(2013–2023)</td>\n",
       "      <td>MA</td>\n",
       "      <td>24</td>\n",
       "      <td>Animation, Action, Adventure</td>\n",
       "      <td>9.1</td>\n",
       "      <td>[Josh Grelle, Bryce Papenbrook, Yûki Kaji, Yui...</td>\n",
       "      <td>409483</td>\n",
       "      <td>After his hometown is destroyed and his mother...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Stranger Things</td>\n",
       "      <td>/title/tt4574334/?ref_=ttls_li_tt</td>\n",
       "      <td>13</td>\n",
       "      <td>(2016–2022)</td>\n",
       "      <td>14</td>\n",
       "      <td>51</td>\n",
       "      <td>Drama, Fantasy, Horror</td>\n",
       "      <td>8.7</td>\n",
       "      <td>[Millie Bobby Brown, Finn Wolfhard, Winona Ryd...</td>\n",
       "      <td>1240883</td>\n",
       "      <td>When a young boy disappears, his mother, a pol...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>True Detective</td>\n",
       "      <td>/title/tt2356777/?ref_=ttls_li_tt</td>\n",
       "      <td>14</td>\n",
       "      <td>(2014– )</td>\n",
       "      <td>MA</td>\n",
       "      <td>55</td>\n",
       "      <td>Crime, Drama, Mystery</td>\n",
       "      <td>8.9</td>\n",
       "      <td>[Vince Vaughn, Colin Farrell, Rachel McAdams, ...</td>\n",
       "      <td>593722</td>\n",
       "      <td>Seasonal anthology series in which police inve...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Better Call Saul</td>\n",
       "      <td>/title/tt3032476/?ref_=ttls_li_tt</td>\n",
       "      <td>15</td>\n",
       "      <td>(2015–2022)</td>\n",
       "      <td>MA</td>\n",
       "      <td>46</td>\n",
       "      <td>Crime, Drama</td>\n",
       "      <td>8.9</td>\n",
       "      <td>[Bob Odenkirk, Rhea Seehorn, Jonathan Banks, P...</td>\n",
       "      <td>573209</td>\n",
       "      <td>The trials and tribulations of criminal lawyer...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Death Note</td>\n",
       "      <td>/title/tt0877057/?ref_=ttls_li_tt</td>\n",
       "      <td>16</td>\n",
       "      <td>(2006–2007)</td>\n",
       "      <td>14</td>\n",
       "      <td>23</td>\n",
       "      <td>Animation, Crime, Drama</td>\n",
       "      <td>9</td>\n",
       "      <td>[Mamoru Miyano, Brad Swaile, Vincent Tong, Ryô...</td>\n",
       "      <td>342078</td>\n",
       "      <td>An intelligent high school student goes on a s...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Peaky Blinders</td>\n",
       "      <td>/title/tt2442560/?ref_=ttls_li_tt</td>\n",
       "      <td>17</td>\n",
       "      <td>(2013–2022)</td>\n",
       "      <td>MA</td>\n",
       "      <td>60</td>\n",
       "      <td>Crime, Drama</td>\n",
       "      <td>8.8</td>\n",
       "      <td>[Cillian Murphy, Paul Anderson, Sophie Rundle,...</td>\n",
       "      <td>579868</td>\n",
       "      <td>A gangster family epic set in 1900s England, c...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Black Mirror</td>\n",
       "      <td>/title/tt2085059/?ref_=ttls_li_tt</td>\n",
       "      <td>18</td>\n",
       "      <td>(2011– )</td>\n",
       "      <td>MA</td>\n",
       "      <td>60</td>\n",
       "      <td>Drama, Mystery, Sci-Fi</td>\n",
       "      <td>8.8</td>\n",
       "      <td>[Daniel Lapaine, Hannah John-Kamen, Michaela C...</td>\n",
       "      <td>571396</td>\n",
       "      <td>An anthology series exploring a twisted, high-...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Dexter</td>\n",
       "      <td>/title/tt0773262/?ref_=ttls_li_tt</td>\n",
       "      <td>19</td>\n",
       "      <td>(2006–2013)</td>\n",
       "      <td>MA</td>\n",
       "      <td>53</td>\n",
       "      <td>Crime, Drama, Mystery</td>\n",
       "      <td>8.7</td>\n",
       "      <td>[Michael C. Hall, Jennifer Carpenter, David Za...</td>\n",
       "      <td>738073</td>\n",
       "      <td>He's smart. He's lovable. He's Dexter Morgan, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Fargo</td>\n",
       "      <td>/title/tt2802850/?ref_=ttls_li_tt</td>\n",
       "      <td>20</td>\n",
       "      <td>(2014–2023)</td>\n",
       "      <td>MA</td>\n",
       "      <td>53</td>\n",
       "      <td>Crime, Drama, Thriller</td>\n",
       "      <td>8.9</td>\n",
       "      <td>[Billy Bob Thornton, Martin Freeman, Allison T...</td>\n",
       "      <td>382979</td>\n",
       "      <td>Various chronicles of deception, intrigue and ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Firefly</td>\n",
       "      <td>/title/tt0303461/?ref_=ttls_li_tt</td>\n",
       "      <td>21</td>\n",
       "      <td>(2002–2003)</td>\n",
       "      <td>14</td>\n",
       "      <td>44</td>\n",
       "      <td>Adventure, Drama, Sci-Fi</td>\n",
       "      <td>9</td>\n",
       "      <td>[Nathan Fillion, Gina Torres, Alan Tudyk, More...</td>\n",
       "      <td>271528</td>\n",
       "      <td>Five hundred years in the future, a renegade c...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Seinfeld</td>\n",
       "      <td>/title/tt0098904/?ref_=ttls_li_tt</td>\n",
       "      <td>22</td>\n",
       "      <td>(1989–1998)</td>\n",
       "      <td>PG</td>\n",
       "      <td>22</td>\n",
       "      <td>Comedy</td>\n",
       "      <td>8.9</td>\n",
       "      <td>[Jerry Seinfeld, Julia Louis-Dreyfus, Michael ...</td>\n",
       "      <td>330683</td>\n",
       "      <td>The continuing misadventures of neurotic New Y...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Narcos</td>\n",
       "      <td>/title/tt2707408/?ref_=ttls_li_tt</td>\n",
       "      <td>23</td>\n",
       "      <td>(2015–2017)</td>\n",
       "      <td>MA</td>\n",
       "      <td>49</td>\n",
       "      <td>Biography, Crime, Drama</td>\n",
       "      <td>8.8</td>\n",
       "      <td>[Pedro Pascal, Wagner Moura, Boyd Holbrook, Al...</td>\n",
       "      <td>441145</td>\n",
       "      <td>A chronicled look at the criminal exploits of ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Fullmetal Alchemist: Brotherhood</td>\n",
       "      <td>/title/tt1355642/?ref_=ttls_li_tt</td>\n",
       "      <td>24</td>\n",
       "      <td>(2009–2010)</td>\n",
       "      <td>14</td>\n",
       "      <td>24</td>\n",
       "      <td>Animation, Action, Adventure</td>\n",
       "      <td>9.1</td>\n",
       "      <td>[Kent Williams, Iemasa Kayumi, Matthew Leonhar...</td>\n",
       "      <td>178114</td>\n",
       "      <td>Two brothers search for a Philosopher's Stone ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>The Boys</td>\n",
       "      <td>/title/tt1190634/?ref_=ttls_li_tt</td>\n",
       "      <td>25</td>\n",
       "      <td>(2019– )</td>\n",
       "      <td>MA</td>\n",
       "      <td>60</td>\n",
       "      <td>Action, Comedy, Crime</td>\n",
       "      <td>8.7</td>\n",
       "      <td>[Karl Urban, Jack Quaid, Antony Starr, Erin Mo...</td>\n",
       "      <td>550685</td>\n",
       "      <td>A group of vigilantes set out to take down cor...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>The Last of Us</td>\n",
       "      <td>/title/tt3581920/?ref_=ttls_li_tt</td>\n",
       "      <td>26</td>\n",
       "      <td>(2023– )</td>\n",
       "      <td>MA</td>\n",
       "      <td>50</td>\n",
       "      <td>Action, Adventure, Drama</td>\n",
       "      <td>8.8</td>\n",
       "      <td>[Pedro Pascal, Bella Ramsey, Anna Torv, Lamar ...</td>\n",
       "      <td>406660</td>\n",
       "      <td>After a global pandemic destroys civilization,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>The Mandalorian</td>\n",
       "      <td>/title/tt8111088/?ref_=ttls_li_tt</td>\n",
       "      <td>27</td>\n",
       "      <td>(2019– )</td>\n",
       "      <td>14</td>\n",
       "      <td>40</td>\n",
       "      <td>Action, Adventure, Fantasy</td>\n",
       "      <td>8.7</td>\n",
       "      <td>[Pedro Pascal, Chris Bartlett, Katee Sackhoff,...</td>\n",
       "      <td>543037</td>\n",
       "      <td>The travels of a lone bounty hunter in the out...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Arcane</td>\n",
       "      <td>/title/tt11126994/?ref_=ttls_li_tt</td>\n",
       "      <td>28</td>\n",
       "      <td>(2021– )</td>\n",
       "      <td>14</td>\n",
       "      <td>41</td>\n",
       "      <td>Animation, Action, Adventure</td>\n",
       "      <td>9</td>\n",
       "      <td>[Hailee Steinfeld, Kevin Alejandro, Jason Spis...</td>\n",
       "      <td>227346</td>\n",
       "      <td>Set in Utopian Piltover and the oppressed unde...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>House of Cards</td>\n",
       "      <td>/title/tt1856010/?ref_=ttls_li_tt</td>\n",
       "      <td>29</td>\n",
       "      <td>(2013–2018)</td>\n",
       "      <td>MA</td>\n",
       "      <td>51</td>\n",
       "      <td>Drama</td>\n",
       "      <td>8.7</td>\n",
       "      <td>[Kevin Spacey, Michel Gill, Robin Wright, Kate...</td>\n",
       "      <td>514198</td>\n",
       "      <td>A Congressman works with his equally conniving...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>House</td>\n",
       "      <td>/title/tt0412142/?ref_=ttls_li_tt</td>\n",
       "      <td>30</td>\n",
       "      <td>(2004–2012)</td>\n",
       "      <td>14</td>\n",
       "      <td>44</td>\n",
       "      <td>Drama, Mystery</td>\n",
       "      <td>8.7</td>\n",
       "      <td>[Hugh Laurie, Omar Epps, Robert Sean Leonard, ...</td>\n",
       "      <td>478559</td>\n",
       "      <td>An antisocial maverick doctor who specializes ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>The Simpsons</td>\n",
       "      <td>/title/tt0096697/?ref_=ttls_li_tt</td>\n",
       "      <td>31</td>\n",
       "      <td>(1989– )</td>\n",
       "      <td>14</td>\n",
       "      <td>22</td>\n",
       "      <td>Animation, Comedy</td>\n",
       "      <td>8.7</td>\n",
       "      <td>[Dan Castellaneta, Nancy Cartwright, Harry She...</td>\n",
       "      <td>417342</td>\n",
       "      <td>The satiric adventures of a working-class fami...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Dark</td>\n",
       "      <td>/title/tt5753856/?ref_=ttls_li_tt</td>\n",
       "      <td>32</td>\n",
       "      <td>(2017–2020)</td>\n",
       "      <td>MA</td>\n",
       "      <td>60</td>\n",
       "      <td>Crime, Drama, Mystery</td>\n",
       "      <td>8.7</td>\n",
       "      <td>[Louis Hofmann, Karoline Eichhorn, Lisa Vicari...</td>\n",
       "      <td>407989</td>\n",
       "      <td>A family saga with a supernatural twist, set i...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>South Park</td>\n",
       "      <td>/title/tt0121955/?ref_=ttls_li_tt</td>\n",
       "      <td>33</td>\n",
       "      <td>(1997– )</td>\n",
       "      <td>14</td>\n",
       "      <td>22</td>\n",
       "      <td>Animation, Comedy</td>\n",
       "      <td>8.7</td>\n",
       "      <td>[Trey Parker, Matt Stone, Isaac Hayes, Mona Ma...</td>\n",
       "      <td>387572</td>\n",
       "      <td>Follows the misadventures of four irreverent g...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>The Queen's Gambit</td>\n",
       "      <td>/title/tt10048342/?ref_=ttls_li_tt</td>\n",
       "      <td>34</td>\n",
       "      <td>(2020)</td>\n",
       "      <td>MA</td>\n",
       "      <td>60</td>\n",
       "      <td>Drama</td>\n",
       "      <td>8.6</td>\n",
       "      <td>[Anya Taylor-Joy, Chloe Pirrie, Bill Camp, Mar...</td>\n",
       "      <td>487775</td>\n",
       "      <td>Orphaned at the tender age of nine, prodigious...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>Ted Lasso</td>\n",
       "      <td>/title/tt10986410/?ref_=ttls_li_tt</td>\n",
       "      <td>35</td>\n",
       "      <td>(2020– )</td>\n",
       "      <td>MA</td>\n",
       "      <td>30</td>\n",
       "      <td>Comedy, Drama, Sport</td>\n",
       "      <td>8.8</td>\n",
       "      <td>[Jason Sudeikis, Brendan Hunt, Brett Goldstein...</td>\n",
       "      <td>260009</td>\n",
       "      <td>American college football coach Ted Lasso head...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Daredevil</td>\n",
       "      <td>/title/tt3322312/?ref_=ttls_li_tt</td>\n",
       "      <td>36</td>\n",
       "      <td>(2015–2018)</td>\n",
       "      <td>MA</td>\n",
       "      <td>54</td>\n",
       "      <td>Action, Crime, Drama</td>\n",
       "      <td>8.6</td>\n",
       "      <td>[Charlie Cox, Vincent D'Onofrio, Deborah Ann W...</td>\n",
       "      <td>452595</td>\n",
       "      <td>A blind lawyer by day, vigilante by night. Mat...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Arrested Development</td>\n",
       "      <td>/title/tt0367279/?ref_=ttls_li_tt</td>\n",
       "      <td>37</td>\n",
       "      <td>(2003–2019)</td>\n",
       "      <td>14</td>\n",
       "      <td>22</td>\n",
       "      <td>Comedy</td>\n",
       "      <td>8.7</td>\n",
       "      <td>[Jason Bateman, Michael Cera, Portia de Rossi,...</td>\n",
       "      <td>312381</td>\n",
       "      <td>Level-headed son Michael Bluth takes over fami...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>It's Always Sunny in Philadelphia</td>\n",
       "      <td>/title/tt0472954/?ref_=ttls_li_tt</td>\n",
       "      <td>38</td>\n",
       "      <td>(2005– )</td>\n",
       "      <td>MA</td>\n",
       "      <td>22</td>\n",
       "      <td>Comedy</td>\n",
       "      <td>8.8</td>\n",
       "      <td>[Charlie Day, Rob McElhenney, Kaitlin Olson, G...</td>\n",
       "      <td>234768</td>\n",
       "      <td>Five friends with big egos and small brains ar...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>Vikings</td>\n",
       "      <td>/title/tt2306299/?ref_=ttls_li_tt</td>\n",
       "      <td>39</td>\n",
       "      <td>(2013–2020)</td>\n",
       "      <td>MA</td>\n",
       "      <td>44</td>\n",
       "      <td>Action, Adventure, Drama</td>\n",
       "      <td>8.5</td>\n",
       "      <td>[Katheryn Winnick, Gustaf Skarsgård, Alexander...</td>\n",
       "      <td>550807</td>\n",
       "      <td>Vikings transports us to the brutal and myster...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>Westworld</td>\n",
       "      <td>/title/tt0475784/?ref_=ttls_li_tt</td>\n",
       "      <td>40</td>\n",
       "      <td>(2016–2022)</td>\n",
       "      <td>MA</td>\n",
       "      <td>62</td>\n",
       "      <td>Drama, Mystery, Sci-Fi</td>\n",
       "      <td>8.5</td>\n",
       "      <td>[Evan Rachel Wood, Jeffrey Wright, Ed Harris, ...</td>\n",
       "      <td>515252</td>\n",
       "      <td>At the intersection of the near future and the...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>Twin Peaks</td>\n",
       "      <td>/title/tt0098936/?ref_=ttls_li_tt</td>\n",
       "      <td>41</td>\n",
       "      <td>(1990–1991)</td>\n",
       "      <td>MA</td>\n",
       "      <td>47</td>\n",
       "      <td>Crime, Drama, Mystery</td>\n",
       "      <td>8.8</td>\n",
       "      <td>[Kyle MacLachlan, Michael Ontkean, Mädchen Ami...</td>\n",
       "      <td>203847</td>\n",
       "      <td>An idiosyncratic FBI agent investigates the mu...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>The Twilight Zone</td>\n",
       "      <td>/title/tt0052520/?ref_=ttls_li_tt</td>\n",
       "      <td>42</td>\n",
       "      <td>(1959–1964)</td>\n",
       "      <td>PG</td>\n",
       "      <td>51</td>\n",
       "      <td>Drama, Fantasy, Horror</td>\n",
       "      <td>9.1</td>\n",
       "      <td>[Rod Serling, Robert McCord, Jay Overholts, Ja...</td>\n",
       "      <td>87052</td>\n",
       "      <td>Ordinary people find themselves in extraordina...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>Hunter x Hunter</td>\n",
       "      <td>/title/tt2098220/?ref_=ttls_li_tt</td>\n",
       "      <td>43</td>\n",
       "      <td>(2011–2014)</td>\n",
       "      <td>14</td>\n",
       "      <td>24</td>\n",
       "      <td>Animation, Action, Adventure</td>\n",
       "      <td>9</td>\n",
       "      <td>[Issei Futamata, Megumi Han, Cristina Valenzue...</td>\n",
       "      <td>110713</td>\n",
       "      <td>Gon Freecss aspires to become a Hunter, an exc...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>Modern Family</td>\n",
       "      <td>/title/tt1442437/?ref_=ttls_li_tt</td>\n",
       "      <td>44</td>\n",
       "      <td>(2009–2020)</td>\n",
       "      <td>PG</td>\n",
       "      <td>22</td>\n",
       "      <td>Comedy, Drama, Romance</td>\n",
       "      <td>8.5</td>\n",
       "      <td>[Ed O'Neill, Sofía Vergara, Julie Bowen, Ty Bu...</td>\n",
       "      <td>449462</td>\n",
       "      <td>Three different but related families face tria...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>Mad Men</td>\n",
       "      <td>/title/tt0804503/?ref_=ttls_li_tt</td>\n",
       "      <td>45</td>\n",
       "      <td>(2007–2015)</td>\n",
       "      <td>MA</td>\n",
       "      <td>47</td>\n",
       "      <td>Drama</td>\n",
       "      <td>8.7</td>\n",
       "      <td>[Jon Hamm, Elisabeth Moss, Vincent Kartheiser,...</td>\n",
       "      <td>246915</td>\n",
       "      <td>A drama about one of New York's most prestigio...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>Succession</td>\n",
       "      <td>/title/tt7660850/?ref_=ttls_li_tt</td>\n",
       "      <td>46</td>\n",
       "      <td>(2018–2023)</td>\n",
       "      <td>MA</td>\n",
       "      <td>60</td>\n",
       "      <td>Comedy, Drama</td>\n",
       "      <td>8.8</td>\n",
       "      <td>[Nicholas Braun, Brian Cox, Kieran Culkin, Pet...</td>\n",
       "      <td>186517</td>\n",
       "      <td>The Roy family is known for controlling the bi...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>Batman: The Animated Series</td>\n",
       "      <td>/title/tt0103359/?ref_=ttls_li_tt</td>\n",
       "      <td>47</td>\n",
       "      <td>(1992–1995)</td>\n",
       "      <td>PG</td>\n",
       "      <td>23</td>\n",
       "      <td>Animation, Action, Adventure</td>\n",
       "      <td>9</td>\n",
       "      <td>[Kevin Conroy, Loren Lester, Efrem Zimbalist J...</td>\n",
       "      <td>108320</td>\n",
       "      <td>The Dark Knight battles crime in Gotham City w...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>One Piece</td>\n",
       "      <td>/title/tt0388629/?ref_=ttls_li_tt</td>\n",
       "      <td>48</td>\n",
       "      <td>(1999– )</td>\n",
       "      <td>14</td>\n",
       "      <td>24</td>\n",
       "      <td>Animation, Action, Adventure</td>\n",
       "      <td>8.9</td>\n",
       "      <td>[Mayumi Tanaka, Laurent Vernin, Tony Beck, Ake...</td>\n",
       "      <td>138741</td>\n",
       "      <td>Follows the adventures of Monkey D. Luffy and ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>Sons of Anarchy</td>\n",
       "      <td>/title/tt1124373/?ref_=ttls_li_tt</td>\n",
       "      <td>49</td>\n",
       "      <td>(2008–2014)</td>\n",
       "      <td>MA</td>\n",
       "      <td>45</td>\n",
       "      <td>Crime, Drama, Thriller</td>\n",
       "      <td>8.6</td>\n",
       "      <td>[Charlie Hunnam, Katey Sagal, Mark Boone Junio...</td>\n",
       "      <td>306566</td>\n",
       "      <td>A biker struggles to balance being a father an...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>Mindhunter</td>\n",
       "      <td>/title/tt5290382/?ref_=ttls_li_tt</td>\n",
       "      <td>50</td>\n",
       "      <td>(2017–2019)</td>\n",
       "      <td>MA</td>\n",
       "      <td>60</td>\n",
       "      <td>Crime, Drama, Mystery</td>\n",
       "      <td>8.6</td>\n",
       "      <td>[Jonathan Groff, Holt McCallany, Anna Torv, Ha...</td>\n",
       "      <td>304998</td>\n",
       "      <td>In the late 1970s, two FBI agents broaden the ...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                Title                                 url  \\\n",
       "0                        Breaking Bad   /title/tt0903747/?ref_=ttls_li_tt   \n",
       "1                     Game of Thrones   /title/tt0944947/?ref_=ttls_li_tt   \n",
       "2                           Chernobyl   /title/tt7366338/?ref_=ttls_li_tt   \n",
       "3                    Band of Brothers   /title/tt0185906/?ref_=ttls_li_tt   \n",
       "4                            Sherlock   /title/tt1475582/?ref_=ttls_li_tt   \n",
       "5                            The Wire   /title/tt0306414/?ref_=ttls_li_tt   \n",
       "6          Avatar: The Last Airbender   /title/tt0417299/?ref_=ttls_li_tt   \n",
       "7                        The Sopranos   /title/tt0141842/?ref_=ttls_li_tt   \n",
       "8                             Friends   /title/tt0108778/?ref_=ttls_li_tt   \n",
       "9                      Rick and Morty   /title/tt2861424/?ref_=ttls_li_tt   \n",
       "10                         The Office   /title/tt0386676/?ref_=ttls_li_tt   \n",
       "11                    Attack on Titan   /title/tt2560140/?ref_=ttls_li_tt   \n",
       "12                    Stranger Things   /title/tt4574334/?ref_=ttls_li_tt   \n",
       "13                     True Detective   /title/tt2356777/?ref_=ttls_li_tt   \n",
       "14                   Better Call Saul   /title/tt3032476/?ref_=ttls_li_tt   \n",
       "15                         Death Note   /title/tt0877057/?ref_=ttls_li_tt   \n",
       "16                     Peaky Blinders   /title/tt2442560/?ref_=ttls_li_tt   \n",
       "17                       Black Mirror   /title/tt2085059/?ref_=ttls_li_tt   \n",
       "18                             Dexter   /title/tt0773262/?ref_=ttls_li_tt   \n",
       "19                              Fargo   /title/tt2802850/?ref_=ttls_li_tt   \n",
       "20                            Firefly   /title/tt0303461/?ref_=ttls_li_tt   \n",
       "21                           Seinfeld   /title/tt0098904/?ref_=ttls_li_tt   \n",
       "22                             Narcos   /title/tt2707408/?ref_=ttls_li_tt   \n",
       "23   Fullmetal Alchemist: Brotherhood   /title/tt1355642/?ref_=ttls_li_tt   \n",
       "24                           The Boys   /title/tt1190634/?ref_=ttls_li_tt   \n",
       "25                     The Last of Us   /title/tt3581920/?ref_=ttls_li_tt   \n",
       "26                    The Mandalorian   /title/tt8111088/?ref_=ttls_li_tt   \n",
       "27                             Arcane  /title/tt11126994/?ref_=ttls_li_tt   \n",
       "28                     House of Cards   /title/tt1856010/?ref_=ttls_li_tt   \n",
       "29                              House   /title/tt0412142/?ref_=ttls_li_tt   \n",
       "30                       The Simpsons   /title/tt0096697/?ref_=ttls_li_tt   \n",
       "31                               Dark   /title/tt5753856/?ref_=ttls_li_tt   \n",
       "32                         South Park   /title/tt0121955/?ref_=ttls_li_tt   \n",
       "33                 The Queen's Gambit  /title/tt10048342/?ref_=ttls_li_tt   \n",
       "34                          Ted Lasso  /title/tt10986410/?ref_=ttls_li_tt   \n",
       "35                          Daredevil   /title/tt3322312/?ref_=ttls_li_tt   \n",
       "36               Arrested Development   /title/tt0367279/?ref_=ttls_li_tt   \n",
       "37  It's Always Sunny in Philadelphia   /title/tt0472954/?ref_=ttls_li_tt   \n",
       "38                            Vikings   /title/tt2306299/?ref_=ttls_li_tt   \n",
       "39                          Westworld   /title/tt0475784/?ref_=ttls_li_tt   \n",
       "40                         Twin Peaks   /title/tt0098936/?ref_=ttls_li_tt   \n",
       "41                  The Twilight Zone   /title/tt0052520/?ref_=ttls_li_tt   \n",
       "42                    Hunter x Hunter   /title/tt2098220/?ref_=ttls_li_tt   \n",
       "43                      Modern Family   /title/tt1442437/?ref_=ttls_li_tt   \n",
       "44                            Mad Men   /title/tt0804503/?ref_=ttls_li_tt   \n",
       "45                         Succession   /title/tt7660850/?ref_=ttls_li_tt   \n",
       "46        Batman: The Animated Series   /title/tt0103359/?ref_=ttls_li_tt   \n",
       "47                          One Piece   /title/tt0388629/?ref_=ttls_li_tt   \n",
       "48                    Sons of Anarchy   /title/tt1124373/?ref_=ttls_li_tt   \n",
       "49                         Mindhunter   /title/tt5290382/?ref_=ttls_li_tt   \n",
       "\n",
       "   Rank Years of running Certificate Run time in minutes  \\\n",
       "0     1      (2008–2013)          MA                 49    \n",
       "1     2      (2011–2019)          MA                 57    \n",
       "2     3           (2019)          MA                330    \n",
       "3     4           (2001)          MA                594    \n",
       "4     5      (2010–2017)          14                 88    \n",
       "5     6      (2002–2008)          MA                 59    \n",
       "6     7      (2005–2008)       Y7-FV                 23    \n",
       "7     8      (1999–2007)          MA                 55    \n",
       "8     9      (1994–2004)          14                 22    \n",
       "9    10         (2013– )          14                 23    \n",
       "10   11      (2005–2013)          14                 22    \n",
       "11   12      (2013–2023)          MA                 24    \n",
       "12   13      (2016–2022)          14                 51    \n",
       "13   14         (2014– )          MA                 55    \n",
       "14   15      (2015–2022)          MA                 46    \n",
       "15   16      (2006–2007)          14                 23    \n",
       "16   17      (2013–2022)          MA                 60    \n",
       "17   18         (2011– )          MA                 60    \n",
       "18   19      (2006–2013)          MA                 53    \n",
       "19   20      (2014–2023)          MA                 53    \n",
       "20   21      (2002–2003)          14                 44    \n",
       "21   22      (1989–1998)          PG                 22    \n",
       "22   23      (2015–2017)          MA                 49    \n",
       "23   24      (2009–2010)          14                 24    \n",
       "24   25         (2019– )          MA                 60    \n",
       "25   26         (2023– )          MA                 50    \n",
       "26   27         (2019– )          14                 40    \n",
       "27   28         (2021– )          14                 41    \n",
       "28   29      (2013–2018)          MA                 51    \n",
       "29   30      (2004–2012)          14                 44    \n",
       "30   31         (1989– )          14                 22    \n",
       "31   32      (2017–2020)          MA                 60    \n",
       "32   33         (1997– )          14                 22    \n",
       "33   34           (2020)          MA                 60    \n",
       "34   35         (2020– )          MA                 30    \n",
       "35   36      (2015–2018)          MA                 54    \n",
       "36   37      (2003–2019)          14                 22    \n",
       "37   38         (2005– )          MA                 22    \n",
       "38   39      (2013–2020)          MA                 44    \n",
       "39   40      (2016–2022)          MA                 62    \n",
       "40   41      (1990–1991)          MA                 47    \n",
       "41   42      (1959–1964)          PG                 51    \n",
       "42   43      (2011–2014)          14                 24    \n",
       "43   44      (2009–2020)          PG                 22    \n",
       "44   45      (2007–2015)          MA                 47    \n",
       "45   46      (2018–2023)          MA                 60    \n",
       "46   47      (1992–1995)          PG                 23    \n",
       "47   48         (1999– )          14                 24    \n",
       "48   49      (2008–2014)          MA                 45    \n",
       "49   50      (2017–2019)          MA                 60    \n",
       "\n",
       "                           Genre Rating  \\\n",
       "0         Crime, Drama, Thriller    9.5   \n",
       "1       Action, Adventure, Drama    9.2   \n",
       "2       Drama, History, Thriller    9.4   \n",
       "3            Drama, History, War    9.4   \n",
       "4          Crime, Drama, Mystery    9.1   \n",
       "5         Crime, Drama, Thriller    9.3   \n",
       "6   Animation, Action, Adventure    9.3   \n",
       "7                   Crime, Drama    9.2   \n",
       "8                Comedy, Romance    8.9   \n",
       "9   Animation, Adventure, Comedy    9.1   \n",
       "10                        Comedy      9   \n",
       "11  Animation, Action, Adventure    9.1   \n",
       "12        Drama, Fantasy, Horror    8.7   \n",
       "13         Crime, Drama, Mystery    8.9   \n",
       "14                  Crime, Drama    8.9   \n",
       "15       Animation, Crime, Drama      9   \n",
       "16                  Crime, Drama    8.8   \n",
       "17        Drama, Mystery, Sci-Fi    8.8   \n",
       "18         Crime, Drama, Mystery    8.7   \n",
       "19        Crime, Drama, Thriller    8.9   \n",
       "20      Adventure, Drama, Sci-Fi      9   \n",
       "21                        Comedy    8.9   \n",
       "22       Biography, Crime, Drama    8.8   \n",
       "23  Animation, Action, Adventure    9.1   \n",
       "24         Action, Comedy, Crime    8.7   \n",
       "25      Action, Adventure, Drama    8.8   \n",
       "26    Action, Adventure, Fantasy    8.7   \n",
       "27  Animation, Action, Adventure      9   \n",
       "28                         Drama    8.7   \n",
       "29                Drama, Mystery    8.7   \n",
       "30             Animation, Comedy    8.7   \n",
       "31         Crime, Drama, Mystery    8.7   \n",
       "32             Animation, Comedy    8.7   \n",
       "33                         Drama    8.6   \n",
       "34          Comedy, Drama, Sport    8.8   \n",
       "35          Action, Crime, Drama    8.6   \n",
       "36                        Comedy    8.7   \n",
       "37                        Comedy    8.8   \n",
       "38      Action, Adventure, Drama    8.5   \n",
       "39        Drama, Mystery, Sci-Fi    8.5   \n",
       "40         Crime, Drama, Mystery    8.8   \n",
       "41        Drama, Fantasy, Horror    9.1   \n",
       "42  Animation, Action, Adventure      9   \n",
       "43        Comedy, Drama, Romance    8.5   \n",
       "44                         Drama    8.7   \n",
       "45                 Comedy, Drama    8.8   \n",
       "46  Animation, Action, Adventure      9   \n",
       "47  Animation, Action, Adventure    8.9   \n",
       "48        Crime, Drama, Thriller    8.6   \n",
       "49         Crime, Drama, Mystery    8.6   \n",
       "\n",
       "                                               Actors    Votes  \\\n",
       "0   [Bryan Cranston, Aaron Paul, Anna Gunn, Betsy ...  1973655   \n",
       "1   [Emilia Clarke, Peter Dinklage, Kit Harington,...  2160313   \n",
       "2   [Jessie Buckley, Jared Harris, Stellan Skarsgå...   795537   \n",
       "3   [Scott Grimes, Damian Lewis, Ron Livingston, S...   483337   \n",
       "4   [Benedict Cumberbatch, Martin Freeman, Una Stu...   949495   \n",
       "5   [Dominic West, Lance Reddick, Sonja Sohn, Wend...   352157   \n",
       "6   [Dee Bradley Baker, Zach Tyler Eisen, Mae Whit...   330632   \n",
       "7   [James Gandolfini, Lorraine Bracco, Edie Falco...   422307   \n",
       "8   [Jennifer Aniston, Courteney Cox, Lisa Kudrow,...  1024970   \n",
       "9   [Justin Roiland, Chris Parnell, Spencer Gramme...   550503   \n",
       "10  [Steve Carell, Jenna Fischer, John Krasinski, ...   638956   \n",
       "11  [Josh Grelle, Bryce Papenbrook, Yûki Kaji, Yui...   409483   \n",
       "12  [Millie Bobby Brown, Finn Wolfhard, Winona Ryd...  1240883   \n",
       "13  [Vince Vaughn, Colin Farrell, Rachel McAdams, ...   593722   \n",
       "14  [Bob Odenkirk, Rhea Seehorn, Jonathan Banks, P...   573209   \n",
       "15  [Mamoru Miyano, Brad Swaile, Vincent Tong, Ryô...   342078   \n",
       "16  [Cillian Murphy, Paul Anderson, Sophie Rundle,...   579868   \n",
       "17  [Daniel Lapaine, Hannah John-Kamen, Michaela C...   571396   \n",
       "18  [Michael C. Hall, Jennifer Carpenter, David Za...   738073   \n",
       "19  [Billy Bob Thornton, Martin Freeman, Allison T...   382979   \n",
       "20  [Nathan Fillion, Gina Torres, Alan Tudyk, More...   271528   \n",
       "21  [Jerry Seinfeld, Julia Louis-Dreyfus, Michael ...   330683   \n",
       "22  [Pedro Pascal, Wagner Moura, Boyd Holbrook, Al...   441145   \n",
       "23  [Kent Williams, Iemasa Kayumi, Matthew Leonhar...   178114   \n",
       "24  [Karl Urban, Jack Quaid, Antony Starr, Erin Mo...   550685   \n",
       "25  [Pedro Pascal, Bella Ramsey, Anna Torv, Lamar ...   406660   \n",
       "26  [Pedro Pascal, Chris Bartlett, Katee Sackhoff,...   543037   \n",
       "27  [Hailee Steinfeld, Kevin Alejandro, Jason Spis...   227346   \n",
       "28  [Kevin Spacey, Michel Gill, Robin Wright, Kate...   514198   \n",
       "29  [Hugh Laurie, Omar Epps, Robert Sean Leonard, ...   478559   \n",
       "30  [Dan Castellaneta, Nancy Cartwright, Harry She...   417342   \n",
       "31  [Louis Hofmann, Karoline Eichhorn, Lisa Vicari...   407989   \n",
       "32  [Trey Parker, Matt Stone, Isaac Hayes, Mona Ma...   387572   \n",
       "33  [Anya Taylor-Joy, Chloe Pirrie, Bill Camp, Mar...   487775   \n",
       "34  [Jason Sudeikis, Brendan Hunt, Brett Goldstein...   260009   \n",
       "35  [Charlie Cox, Vincent D'Onofrio, Deborah Ann W...   452595   \n",
       "36  [Jason Bateman, Michael Cera, Portia de Rossi,...   312381   \n",
       "37  [Charlie Day, Rob McElhenney, Kaitlin Olson, G...   234768   \n",
       "38  [Katheryn Winnick, Gustaf Skarsgård, Alexander...   550807   \n",
       "39  [Evan Rachel Wood, Jeffrey Wright, Ed Harris, ...   515252   \n",
       "40  [Kyle MacLachlan, Michael Ontkean, Mädchen Ami...   203847   \n",
       "41  [Rod Serling, Robert McCord, Jay Overholts, Ja...    87052   \n",
       "42  [Issei Futamata, Megumi Han, Cristina Valenzue...   110713   \n",
       "43  [Ed O'Neill, Sofía Vergara, Julie Bowen, Ty Bu...   449462   \n",
       "44  [Jon Hamm, Elisabeth Moss, Vincent Kartheiser,...   246915   \n",
       "45  [Nicholas Braun, Brian Cox, Kieran Culkin, Pet...   186517   \n",
       "46  [Kevin Conroy, Loren Lester, Efrem Zimbalist J...   108320   \n",
       "47  [Mayumi Tanaka, Laurent Vernin, Tony Beck, Ake...   138741   \n",
       "48  [Charlie Hunnam, Katey Sagal, Mark Boone Junio...   306566   \n",
       "49  [Jonathan Groff, Holt McCallany, Anna Torv, Ha...   304998   \n",
       "\n",
       "                                             Synopsis  \n",
       "0   A chemistry teacher diagnosed with inoperable ...  \n",
       "1   Nine noble families fight for control over the...  \n",
       "2   In April 1986, an explosion at the Chernobyl n...  \n",
       "3   The story of Easy Company of the U.S. Army 101...  \n",
       "4   The quirky spin on Conan Doyle's iconic sleuth...  \n",
       "5   The Baltimore drug scene, as seen through the ...  \n",
       "6   In a war-torn world of elemental magic, a youn...  \n",
       "7   New Jersey mob boss Tony Soprano deals with pe...  \n",
       "8   Follows the personal and professional lives of...  \n",
       "9   An animated series that follows the exploits o...  \n",
       "10  A mockumentary on a group of typical office wo...  \n",
       "11  After his hometown is destroyed and his mother...  \n",
       "12  When a young boy disappears, his mother, a pol...  \n",
       "13  Seasonal anthology series in which police inve...  \n",
       "14  The trials and tribulations of criminal lawyer...  \n",
       "15  An intelligent high school student goes on a s...  \n",
       "16  A gangster family epic set in 1900s England, c...  \n",
       "17  An anthology series exploring a twisted, high-...  \n",
       "18  He's smart. He's lovable. He's Dexter Morgan, ...  \n",
       "19  Various chronicles of deception, intrigue and ...  \n",
       "20  Five hundred years in the future, a renegade c...  \n",
       "21  The continuing misadventures of neurotic New Y...  \n",
       "22  A chronicled look at the criminal exploits of ...  \n",
       "23  Two brothers search for a Philosopher's Stone ...  \n",
       "24  A group of vigilantes set out to take down cor...  \n",
       "25  After a global pandemic destroys civilization,...  \n",
       "26  The travels of a lone bounty hunter in the out...  \n",
       "27  Set in Utopian Piltover and the oppressed unde...  \n",
       "28  A Congressman works with his equally conniving...  \n",
       "29  An antisocial maverick doctor who specializes ...  \n",
       "30  The satiric adventures of a working-class fami...  \n",
       "31  A family saga with a supernatural twist, set i...  \n",
       "32  Follows the misadventures of four irreverent g...  \n",
       "33  Orphaned at the tender age of nine, prodigious...  \n",
       "34  American college football coach Ted Lasso head...  \n",
       "35  A blind lawyer by day, vigilante by night. Mat...  \n",
       "36  Level-headed son Michael Bluth takes over fami...  \n",
       "37  Five friends with big egos and small brains ar...  \n",
       "38  Vikings transports us to the brutal and myster...  \n",
       "39  At the intersection of the near future and the...  \n",
       "40  An idiosyncratic FBI agent investigates the mu...  \n",
       "41  Ordinary people find themselves in extraordina...  \n",
       "42  Gon Freecss aspires to become a Hunter, an exc...  \n",
       "43  Three different but related families face tria...  \n",
       "44  A drama about one of New York's most prestigio...  \n",
       "45  The Roy family is known for controlling the bi...  \n",
       "46  The Dark Knight battles crime in Gotham City w...  \n",
       "47  Follows the adventures of Monkey D. Luffy and ...  \n",
       "48  A biker struggles to balance being a father an...  \n",
       "49  In the late 1970s, two FBI agents broaden the ...  "
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# create dataframe\n",
    "import pandas as pd\n",
    "Shows_df = pd.DataFrame(all_details_list)\n",
    "Shows_df.head(50)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "c5079d76",
   "metadata": {},
   "outputs": [],
   "source": [
    "#saving data\n",
    "import os  \n",
    "os.makedirs('ETL_practice/Resources', exist_ok=True)  \n",
    "IMDB_df = Shows_df.to_csv('ETL_practice/Resources/Top 100 TV.csv')  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "fa5731e9",
   "metadata": {},
   "outputs": [],
   "source": [
    "browser.quit()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9be0f46e",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}