main.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Data Scrapping"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'<!DOCTYPE html>\\n<!--[if lt IE 7]>      <html lang=\"en-us\" class=\"no-js lt-ie9 lt-ie8 lt-ie7\"> <![endif]-->\\n<!--[if IE 7]>         <html lang=\"en-us\" class=\"no-js lt-ie9 lt-ie8\"> <![endif]-->\\n<!--[if IE 8]>         <html lang=\"en-us\" class=\"no-js lt-ie9\"> <![endif]-->\\n<!--[if gt IE 8]><!--> <html lang=\"en-us\" class=\"no-js\"> <!--<![endif]-->\\n    <head>\\n        <title>\\n    All products | Books to Scrape - Sandbox\\n</title>\\n\\n        <meta http-equiv=\"content-type\" content=\"text/html; charset=UTF-8\" />\\n        <meta name=\"created\" content=\"24th Jun 2016 09:29\" />\\n        <meta name=\"description\" content=\"\" />\\n        <meta name=\"viewport\" content=\"width=device-width\" />\\n        <meta name=\"robots\" content=\"NOARCHIVE,NOCACHE\" />\\n\\n        <!-- Le HTML5 shim, for IE6-8 support of HTML elements -->\\n        <!--[if lt IE 9]>\\n        <script src=\"//html5shim.googlecode.com/svn/trunk/html5.js\"></script>\\n        <![endif]-->\\n\\n        \\n            <link rel=\"shortcut icon\" href=\"static/oscar/favicon.'"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "main_url = \"http://books.toscrape.com/index.html\"\n",
    "\n",
    "import requests\n",
    "result = requests.get(main_url)\n",
    "\n",
    "result.text[:1000]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "from bs4 import BeautifulSoup\n",
    "soup = BeautifulSoup(result.text, 'html.parser')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [],
   "source": [
    "def getAndParseURL(url):\n",
    "    result = requests.get(url)\n",
    "    soup = BeautifulSoup(result.text, 'html.parser')\n",
    "    return(soup)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<article class=\"product_pod\">\n",
       "<div class=\"image_container\">\n",
       "<a href=\"catalogue/a-light-in-the-attic_1000/index.html\"><img alt=\"A Light in the Attic\" class=\"thumbnail\" src=\"media/cache/2c/da/2cdad67c44b002e7ead0cc35693c0e8b.jpg\"/></a>\n",
       "</div>\n",
       "<p class=\"star-rating Three\">\n",
       "<i class=\"icon-star\"></i>\n",
       "<i class=\"icon-star\"></i>\n",
       "<i class=\"icon-star\"></i>\n",
       "<i class=\"icon-star\"></i>\n",
       "<i class=\"icon-star\"></i>\n",
       "</p>\n",
       "<h3><a href=\"catalogue/a-light-in-the-attic_1000/index.html\" title=\"A Light in the Attic\">A Light in the ...</a></h3>\n",
       "<div class=\"product_price\">\n",
       "<p class=\"price_color\">Â£51.77</p>\n",
       "<p class=\"instock availability\">\n",
       "<i class=\"icon-ok\"></i>\n",
       "    \n",
       "        In stock\n",
       "    \n",
       "</p>\n",
       "<form>\n",
       "<button class=\"btn btn-primary btn-block\" data-loading-text=\"Adding...\" type=\"submit\">Add to basket</button>\n",
       "</form>\n",
       "</div>\n",
       "</article>"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "soup.find(\"article\", class_ = \"product_pod\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<a href=\"catalogue/a-light-in-the-attic_1000/index.html\"><img alt=\"A Light in the Attic\" class=\"thumbnail\" src=\"media/cache/2c/da/2cdad67c44b002e7ead0cc35693c0e8b.jpg\"/></a>"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "soup.find(\"article\", class_ = \"product_pod\").div.a\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'catalogue/a-light-in-the-attic_1000/index.html'"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "soup.find(\"article\", class_ = \"product_pod\").div.a.get('href')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'A Light in the Attic'"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "soup.find(\"article\", class_ = \"product_pod\").div.img.get(\"alt\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "20 fetched products URLs\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "['catalogue/a-light-in-the-attic_1000/index.html',\n",
       " 'catalogue/tipping-the-velvet_999/index.html',\n",
       " 'catalogue/soumission_998/index.html',\n",
       " 'catalogue/sharp-objects_997/index.html',\n",
       " 'catalogue/sapiens-a-brief-history-of-humankind_996/index.html',\n",
       " 'catalogue/the-requiem-red_995/index.html',\n",
       " 'catalogue/the-dirty-little-secrets-of-getting-your-dream-job_994/index.html',\n",
       " 'catalogue/the-coming-woman-a-novel-based-on-the-life-of-the-infamous-feminist-victoria-woodhull_993/index.html',\n",
       " 'catalogue/the-boys-in-the-boat-nine-americans-and-their-epic-quest-for-gold-at-the-1936-berlin-olympics_992/index.html',\n",
       " 'catalogue/the-black-maria_991/index.html',\n",
       " 'catalogue/starving-hearts-triangular-trade-trilogy-1_990/index.html',\n",
       " 'catalogue/shakespeares-sonnets_989/index.html',\n",
       " 'catalogue/set-me-free_988/index.html',\n",
       " 'catalogue/scott-pilgrims-precious-little-life-scott-pilgrim-1_987/index.html',\n",
       " 'catalogue/rip-it-up-and-start-again_986/index.html',\n",
       " 'catalogue/our-band-could-be-your-life-scenes-from-the-american-indie-underground-1981-1991_985/index.html',\n",
       " 'catalogue/olio_984/index.html',\n",
       " 'catalogue/mesaerion-the-best-science-fiction-stories-1800-1849_983/index.html',\n",
       " 'catalogue/libertarianism-for-beginners_982/index.html',\n",
       " 'catalogue/its-only-the-himalayas_981/index.html']"
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "main_page_products_urls = [x.div.a.get('href') for x in soup.findAll(\"article\", class_ = \"product_pod\")]\n",
    "\n",
    "print(str(len(main_page_products_urls)) + \" fetched products URLs\")\n",
    "main_page_products_urls"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [],
   "source": [
    "def getBooksURLs(url):\n",
    "    soup = getAndParseURL(url)\n",
    "    # remove the index.html part of the base url before returning the results\n",
    "    return([\"/\".join(url.split(\"/\")[:-1]) + \"/\" + x.div.a.get('href') for x in soup.findAll(\"article\", class_ = \"product_pod\")])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "50 fetched categories URLs\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "['http://books.toscrape.com/index.htmlcatalogue/category/books/travel_2/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/mystery_3/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/historical-fiction_4/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/sequential-art_5/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/classics_6/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/philosophy_7/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/romance_8/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/womens-fiction_9/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/fiction_10/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/childrens_11/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/religion_12/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/nonfiction_13/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/music_14/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/default_15/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/science-fiction_16/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/sports-and-games_17/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/add-a-comment_18/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/fantasy_19/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/new-adult_20/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/young-adult_21/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/science_22/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/poetry_23/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/paranormal_24/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/art_25/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/psychology_26/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/autobiography_27/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/parenting_28/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/adult-fiction_29/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/humor_30/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/horror_31/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/history_32/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/food-and-drink_33/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/christian-fiction_34/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/business_35/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/biography_36/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/thriller_37/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/contemporary_38/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/spirituality_39/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/academic_40/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/self-help_41/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/historical_42/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/christian_43/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/suspense_44/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/short-stories_45/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/novels_46/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/health_47/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/politics_48/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/cultural_49/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/erotica_50/index.html',\n",
       " 'http://books.toscrape.com/index.htmlcatalogue/category/books/crime_51/index.html']"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import re\n",
    "\n",
    "categories_urls = [main_url + x.get('href') for x in soup.find_all(\"a\", href=re.compile(\"catalogue/category/books\"))]\n",
    "categories_urls = categories_urls[1:] # we remove the first one because it corresponds to all the books\n",
    "\n",
    "print(str(len(categories_urls)) + \" fetched categories URLs\")\n",
    "\n",
    "categories_urls"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "50 fetched URLs\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "['http://books.toscrape.com/index.html',\n",
       " 'http://books.toscrape.com/catalogue/page-2.html',\n",
       " 'http://books.toscrape.com/catalogue/page-3.html',\n",
       " 'http://books.toscrape.com/catalogue/page-4.html',\n",
       " 'http://books.toscrape.com/catalogue/page-5.html',\n",
       " 'http://books.toscrape.com/catalogue/page-6.html',\n",
       " 'http://books.toscrape.com/catalogue/page-7.html',\n",
       " 'http://books.toscrape.com/catalogue/page-8.html',\n",
       " 'http://books.toscrape.com/catalogue/page-9.html',\n",
       " 'http://books.toscrape.com/catalogue/page-10.html',\n",
       " 'http://books.toscrape.com/catalogue/page-11.html',\n",
       " 'http://books.toscrape.com/catalogue/page-12.html',\n",
       " 'http://books.toscrape.com/catalogue/page-13.html',\n",
       " 'http://books.toscrape.com/catalogue/page-14.html',\n",
       " 'http://books.toscrape.com/catalogue/page-15.html',\n",
       " 'http://books.toscrape.com/catalogue/page-16.html',\n",
       " 'http://books.toscrape.com/catalogue/page-17.html',\n",
       " 'http://books.toscrape.com/catalogue/page-18.html',\n",
       " 'http://books.toscrape.com/catalogue/page-19.html',\n",
       " 'http://books.toscrape.com/catalogue/page-20.html',\n",
       " 'http://books.toscrape.com/catalogue/page-21.html',\n",
       " 'http://books.toscrape.com/catalogue/page-22.html',\n",
       " 'http://books.toscrape.com/catalogue/page-23.html',\n",
       " 'http://books.toscrape.com/catalogue/page-24.html',\n",
       " 'http://books.toscrape.com/catalogue/page-25.html',\n",
       " 'http://books.toscrape.com/catalogue/page-26.html',\n",
       " 'http://books.toscrape.com/catalogue/page-27.html',\n",
       " 'http://books.toscrape.com/catalogue/page-28.html',\n",
       " 'http://books.toscrape.com/catalogue/page-29.html',\n",
       " 'http://books.toscrape.com/catalogue/page-30.html',\n",
       " 'http://books.toscrape.com/catalogue/page-31.html',\n",
       " 'http://books.toscrape.com/catalogue/page-32.html',\n",
       " 'http://books.toscrape.com/catalogue/page-33.html',\n",
       " 'http://books.toscrape.com/catalogue/page-34.html',\n",
       " 'http://books.toscrape.com/catalogue/page-35.html',\n",
       " 'http://books.toscrape.com/catalogue/page-36.html',\n",
       " 'http://books.toscrape.com/catalogue/page-37.html',\n",
       " 'http://books.toscrape.com/catalogue/page-38.html',\n",
       " 'http://books.toscrape.com/catalogue/page-39.html',\n",
       " 'http://books.toscrape.com/catalogue/page-40.html',\n",
       " 'http://books.toscrape.com/catalogue/page-41.html',\n",
       " 'http://books.toscrape.com/catalogue/page-42.html',\n",
       " 'http://books.toscrape.com/catalogue/page-43.html',\n",
       " 'http://books.toscrape.com/catalogue/page-44.html',\n",
       " 'http://books.toscrape.com/catalogue/page-45.html',\n",
       " 'http://books.toscrape.com/catalogue/page-46.html',\n",
       " 'http://books.toscrape.com/catalogue/page-47.html',\n",
       " 'http://books.toscrape.com/catalogue/page-48.html',\n",
       " 'http://books.toscrape.com/catalogue/page-49.html',\n",
       " 'http://books.toscrape.com/catalogue/page-50.html']"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# store all the results into a list\n",
    "pages_urls = [main_url]\n",
    "\n",
    "soup = getAndParseURL(pages_urls[0])\n",
    "\n",
    "# while we get two matches, this means that the webpage contains a 'previous' and a 'next' button\n",
    "# if there is only one button, this means that we are either on the first page or on the last page\n",
    "# we stop when we get to the last page\n",
    "\n",
    "while len(soup.findAll(\"a\", href=re.compile(\"page\"))) == 2 or len(pages_urls) == 1:\n",
    "    \n",
    "    # get the new complete url by adding the fetched URL to the base URL (and removing the .html part of the base URL)\n",
    "    new_url = \"/\".join(pages_urls[-1].split(\"/\")[:-1]) + \"/\" + soup.findAll(\"a\", href=re.compile(\"page\"))[-1].get(\"href\")\n",
    "    \n",
    "    # add the URL to the list\n",
    "    pages_urls.append(new_url)\n",
    "    \n",
    "    # parse the next page\n",
    "    soup = getAndParseURL(new_url)\n",
    "    \n",
    "\n",
    "print(str(len(pages_urls)) + \" fetched URLs\")\n",
    "\n",
    "pages_urls"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "status code for page 50: 200\n",
      "status code for page 51: 404\n"
     ]
    }
   ],
   "source": [
    "result = requests.get(\"http://books.toscrape.com/catalogue/page-4.html\")\n",
    "print(\"status code for page 50: \" + str(result.status_code))\n",
    "\n",
    "result = requests.get(\"http://books.toscrape.com/catalogue/page-52.html\")\n",
    "print(\"status code for page 51: \" + str(result.status_code))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "50 fetched URLs\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "['http://books.toscrape.com/catalogue/page-1.html',\n",
       " 'http://books.toscrape.com/catalogue/page-2.html',\n",
       " 'http://books.toscrape.com/catalogue/page-3.html',\n",
       " 'http://books.toscrape.com/catalogue/page-4.html',\n",
       " 'http://books.toscrape.com/catalogue/page-5.html',\n",
       " 'http://books.toscrape.com/catalogue/page-6.html',\n",
       " 'http://books.toscrape.com/catalogue/page-7.html',\n",
       " 'http://books.toscrape.com/catalogue/page-8.html',\n",
       " 'http://books.toscrape.com/catalogue/page-9.html',\n",
       " 'http://books.toscrape.com/catalogue/page-10.html',\n",
       " 'http://books.toscrape.com/catalogue/page-11.html',\n",
       " 'http://books.toscrape.com/catalogue/page-12.html',\n",
       " 'http://books.toscrape.com/catalogue/page-13.html',\n",
       " 'http://books.toscrape.com/catalogue/page-14.html',\n",
       " 'http://books.toscrape.com/catalogue/page-15.html',\n",
       " 'http://books.toscrape.com/catalogue/page-16.html',\n",
       " 'http://books.toscrape.com/catalogue/page-17.html',\n",
       " 'http://books.toscrape.com/catalogue/page-18.html',\n",
       " 'http://books.toscrape.com/catalogue/page-19.html',\n",
       " 'http://books.toscrape.com/catalogue/page-20.html',\n",
       " 'http://books.toscrape.com/catalogue/page-21.html',\n",
       " 'http://books.toscrape.com/catalogue/page-22.html',\n",
       " 'http://books.toscrape.com/catalogue/page-23.html',\n",
       " 'http://books.toscrape.com/catalogue/page-24.html',\n",
       " 'http://books.toscrape.com/catalogue/page-25.html',\n",
       " 'http://books.toscrape.com/catalogue/page-26.html',\n",
       " 'http://books.toscrape.com/catalogue/page-27.html',\n",
       " 'http://books.toscrape.com/catalogue/page-28.html',\n",
       " 'http://books.toscrape.com/catalogue/page-29.html',\n",
       " 'http://books.toscrape.com/catalogue/page-30.html',\n",
       " 'http://books.toscrape.com/catalogue/page-31.html',\n",
       " 'http://books.toscrape.com/catalogue/page-32.html',\n",
       " 'http://books.toscrape.com/catalogue/page-33.html',\n",
       " 'http://books.toscrape.com/catalogue/page-34.html',\n",
       " 'http://books.toscrape.com/catalogue/page-35.html',\n",
       " 'http://books.toscrape.com/catalogue/page-36.html',\n",
       " 'http://books.toscrape.com/catalogue/page-37.html',\n",
       " 'http://books.toscrape.com/catalogue/page-38.html',\n",
       " 'http://books.toscrape.com/catalogue/page-39.html',\n",
       " 'http://books.toscrape.com/catalogue/page-40.html',\n",
       " 'http://books.toscrape.com/catalogue/page-41.html',\n",
       " 'http://books.toscrape.com/catalogue/page-42.html',\n",
       " 'http://books.toscrape.com/catalogue/page-43.html',\n",
       " 'http://books.toscrape.com/catalogue/page-44.html',\n",
       " 'http://books.toscrape.com/catalogue/page-45.html',\n",
       " 'http://books.toscrape.com/catalogue/page-46.html',\n",
       " 'http://books.toscrape.com/catalogue/page-47.html',\n",
       " 'http://books.toscrape.com/catalogue/page-48.html',\n",
       " 'http://books.toscrape.com/catalogue/page-49.html',\n",
       " 'http://books.toscrape.com/catalogue/page-50.html']"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pages_urls = []\n",
    "\n",
    "new_page = \"http://books.toscrape.com/catalogue/page-1.html\"\n",
    "while requests.get(new_page).status_code == 200:\n",
    "    pages_urls.append(new_page)\n",
    "    new_page = pages_urls[-1].split(\"-\")[0] + \"-\" + str(int(pages_urls[-1].split(\"-\")[1].split(\".\")[0]) + 1) + \".html\"\n",
    "    \n",
    "\n",
    "print(str(len(pages_urls)) + \" fetched URLs\")\n",
    "\n",
    "pages_urls"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1000 fetched URLs\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "['http://books.toscrape.com/catalogue/a-light-in-the-attic_1000/index.html',\n",
       " 'http://books.toscrape.com/catalogue/tipping-the-velvet_999/index.html',\n",
       " 'http://books.toscrape.com/catalogue/soumission_998/index.html',\n",
       " 'http://books.toscrape.com/catalogue/sharp-objects_997/index.html',\n",
       " 'http://books.toscrape.com/catalogue/sapiens-a-brief-history-of-humankind_996/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-requiem-red_995/index.html',\n",
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       " 'http://books.toscrape.com/catalogue/the-boys-in-the-boat-nine-americans-and-their-epic-quest-for-gold-at-the-1936-berlin-olympics_992/index.html',\n",
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       " 'http://books.toscrape.com/catalogue/its-only-the-himalayas_981/index.html',\n",
       " 'http://books.toscrape.com/catalogue/in-her-wake_980/index.html',\n",
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       " 'http://books.toscrape.com/catalogue/foolproof-preserving-a-guide-to-small-batch-jams-jellies-pickles-condiments-and-more-a-foolproof-guide-to-making-small-batch-jams-jellies-pickles-condiments-and-more_978/index.html',\n",
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       " 'http://books.toscrape.com/catalogue/aladdin-and-his-wonderful-lamp_973/index.html',\n",
       " 'http://books.toscrape.com/catalogue/worlds-elsewhere-journeys-around-shakespeares-globe_972/index.html',\n",
       " 'http://books.toscrape.com/catalogue/wall-and-piece_971/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-four-agreements-a-practical-guide-to-personal-freedom_970/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-five-love-languages-how-to-express-heartfelt-commitment-to-your-mate_969/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-elephant-tree_968/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-bear-and-the-piano_967/index.html',\n",
       " 'http://books.toscrape.com/catalogue/sophies-world_966/index.html',\n",
       " 'http://books.toscrape.com/catalogue/penny-maybe_965/index.html',\n",
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       " 'http://books.toscrape.com/catalogue/behind-closed-doors_962/index.html',\n",
       " 'http://books.toscrape.com/catalogue/you-cant-bury-them-all-poems_961/index.html',\n",
       " 'http://books.toscrape.com/catalogue/slow-states-of-collapse-poems_960/index.html',\n",
       " 'http://books.toscrape.com/catalogue/reasons-to-stay-alive_959/index.html',\n",
       " 'http://books.toscrape.com/catalogue/private-paris-private-10_958/index.html',\n",
       " 'http://books.toscrape.com/catalogue/higherselfie-wake-up-your-life-free-your-soul-find-your-tribe_957/index.html',\n",
       " 'http://books.toscrape.com/catalogue/without-borders-wanderlove-1_956/index.html',\n",
       " 'http://books.toscrape.com/catalogue/when-we-collided_955/index.html',\n",
       " 'http://books.toscrape.com/catalogue/we-love-you-charlie-freeman_954/index.html',\n",
       " 'http://books.toscrape.com/catalogue/untitled-collection-sabbath-poems-2014_953/index.html',\n",
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       " 'http://books.toscrape.com/catalogue/the-life-changing-magic-of-tidying-up-the-japanese-art-of-decluttering-and-organizing_936/index.html',\n",
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       " 'http://books.toscrape.com/catalogue/the-gutsy-girl-escapades-for-your-life-of-epic-adventure_934/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-electric-pencil-drawings-from-inside-state-hospital-no-3_933/index.html',\n",
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       " 'http://books.toscrape.com/catalogue/soul-reader_926/index.html',\n",
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       " 'http://books.toscrape.com/catalogue/princess-jellyfish-2-in-1-omnibus-vol-01-princess-jellyfish-2-in-1-omnibus-1_920/index.html',\n",
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       " 'http://books.toscrape.com/catalogue/the-shadow-hero-the-shadow-hero_860/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-secret-the-secret-1_859/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-regional-office-is-under-attack_858/index.html',\n",
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       " 'http://books.toscrape.com/catalogue/the-love-and-lemons-cookbook-an-apple-to-zucchini-celebration-of-impromptu-cooking_849/index.html',\n",
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       " 'http://books.toscrape.com/catalogue/the-kite-runner_847/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-house-by-the-lake_846/index.html',\n",
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       " 'http://books.toscrape.com/catalogue/the-republic_78/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-odyssey_77/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-no-1-ladies-detective-agency-no-1-ladies-detective-agency-1_76/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-nicomachean-ethics_75/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-name-of-the-wind-the-kingkiller-chronicle-1_74/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-mirror-the-maze-the-wrath-and-the-dawn-15_73/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-little-prince_72/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-light-of-the-fireflies_71/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-last-girl-the-dominion-trilogy-1_70/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-iliad_69/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-hook-up-game-on-1_68/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-haters_67/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-girl-you-lost_66/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-girl-in-the-ice-dci-erika-foster-1_65/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-end-of-the-jesus-era-an-investigation-1_64/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-edge-of-reason-bridget-jones-2_63/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-complete-maus-maus-1-2_62/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-communist-manifesto_61/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-bhagavad-gita_60/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-bette-davis-club_59/index.html',\n",
       " 'http://books.toscrape.com/catalogue/the-art-of-not-breathing_58/index.html',\n",
       " 'http://books.toscrape.com/catalogue/taking-shots-assassins-1_57/index.html',\n",
       " 'http://books.toscrape.com/catalogue/starlark_56/index.html',\n",
       " 'http://books.toscrape.com/catalogue/skip-beat-vol-01-skip-beat-1_55/index.html',\n",
       " 'http://books.toscrape.com/catalogue/sister-sable-the-mad-queen-1_54/index.html',\n",
       " 'http://books.toscrape.com/catalogue/shatter-me-shatter-me-1_53/index.html',\n",
       " 'http://books.toscrape.com/catalogue/shameless_52/index.html',\n",
       " 'http://books.toscrape.com/catalogue/shadow-rites-jane-yellowrock-10_51/index.html',\n",
       " 'http://books.toscrape.com/catalogue/settling-the-score-the-summer-games-1_50/index.html',\n",
       " 'http://books.toscrape.com/catalogue/sense-and-sensibility_49/index.html',\n",
       " 'http://books.toscrape.com/catalogue/saga-volume-1-saga-collected-editions-1_48/index.html',\n",
       " 'http://books.toscrape.com/catalogue/rhythm-chord-malykhin_47/index.html',\n",
       " 'http://books.toscrape.com/catalogue/rat-queens-vol-1-sass-sorcery-rat-queens-collected-editions-1-5_46/index.html',\n",
       " 'http://books.toscrape.com/catalogue/paradise-lost-paradise-1_45/index.html',\n",
       " 'http://books.toscrape.com/catalogue/paper-girls-vol-1-paper-girls-1-5_44/index.html',\n",
       " 'http://books.toscrape.com/catalogue/ouran-high-school-host-club-vol-1-ouran-high-school-host-club-1_43/index.html',\n",
       " 'http://books.toscrape.com/catalogue/origins-alphas-05_42/index.html',\n",
       " 'http://books.toscrape.com/catalogue/one-second-seven-7_41/index.html',\n",
       " 'http://books.toscrape.com/catalogue/on-the-road-duluoz-legend_40/index.html',\n",
       " 'http://books.toscrape.com/catalogue/old-records-never-die-one-mans-quest-for-his-vinyl-and-his-past_39/index.html',\n",
       " 'http://books.toscrape.com/catalogue/off-sides-off-1_38/index.html',\n",
       " 'http://books.toscrape.com/catalogue/of-mice-and-men_37/index.html',\n",
       " 'http://books.toscrape.com/catalogue/myriad-prentor-1_36/index.html',\n",
       " 'http://books.toscrape.com/catalogue/my-perfect-mistake-over-the-top-1_35/index.html',\n",
       " 'http://books.toscrape.com/catalogue/ms-marvel-vol-1-no-normal-ms-marvel-2014-2015-1_34/index.html',\n",
       " 'http://books.toscrape.com/catalogue/meditations_33/index.html',\n",
       " 'http://books.toscrape.com/catalogue/matilda_32/index.html',\n",
       " 'http://books.toscrape.com/catalogue/lost-among-the-living_31/index.html',\n",
       " 'http://books.toscrape.com/catalogue/lord-of-the-flies_30/index.html',\n",
       " 'http://books.toscrape.com/catalogue/listen-to-me-fusion-1_29/index.html',\n",
       " 'http://books.toscrape.com/catalogue/kitchens-of-the-great-midwest_28/index.html',\n",
       " 'http://books.toscrape.com/catalogue/jane-eyre_27/index.html',\n",
       " 'http://books.toscrape.com/catalogue/imperfect-harmony_26/index.html',\n",
       " 'http://books.toscrape.com/catalogue/icing-aces-hockey-2_25/index.html',\n",
       " 'http://books.toscrape.com/catalogue/hawkeye-vol-1-my-life-as-a-weapon-hawkeye-1_24/index.html',\n",
       " 'http://books.toscrape.com/catalogue/having-the-barbarians-baby-ice-planet-barbarians-75_23/index.html',\n",
       " 'http://books.toscrape.com/catalogue/giant-days-vol-1-giant-days-1-4_22/index.html',\n",
       " 'http://books.toscrape.com/catalogue/fruits-basket-vol-1-fruits-basket-1_21/index.html',\n",
       " 'http://books.toscrape.com/catalogue/frankenstein_20/index.html',\n",
       " 'http://books.toscrape.com/catalogue/forever-rockers-the-rocker-12_19/index.html',\n",
       " 'http://books.toscrape.com/catalogue/fighting-fate-fighting-6_18/index.html',\n",
       " 'http://books.toscrape.com/catalogue/emma_17/index.html',\n",
       " 'http://books.toscrape.com/catalogue/eat-pray-love_16/index.html',\n",
       " 'http://books.toscrape.com/catalogue/deep-under-walker-security-1_15/index.html',\n",
       " 'http://books.toscrape.com/catalogue/choosing-our-religion-the-spiritual-lives-of-americas-nones_14/index.html',\n",
       " 'http://books.toscrape.com/catalogue/charlie-and-the-chocolate-factory-charlie-bucket-1_13/index.html',\n",
       " 'http://books.toscrape.com/catalogue/charitys-cross-charles-towne-belles-4_12/index.html',\n",
       " 'http://books.toscrape.com/catalogue/bright-lines_11/index.html',\n",
       " 'http://books.toscrape.com/catalogue/bridget-joness-diary-bridget-jones-1_10/index.html',\n",
       " 'http://books.toscrape.com/catalogue/bounty-colorado-mountain-7_9/index.html',\n",
       " 'http://books.toscrape.com/catalogue/blood-defense-samantha-brinkman-1_8/index.html',\n",
       " 'http://books.toscrape.com/catalogue/bleach-vol-1-strawberry-and-the-soul-reapers-bleach-1_7/index.html',\n",
       " 'http://books.toscrape.com/catalogue/beyond-good-and-evil_6/index.html',\n",
       " 'http://books.toscrape.com/catalogue/alice-in-wonderland-alices-adventures-in-wonderland-1_5/index.html',\n",
       " 'http://books.toscrape.com/catalogue/ajin-demi-human-volume-1-ajin-demi-human-1_4/index.html',\n",
       " 'http://books.toscrape.com/catalogue/a-spys-devotion-the-regency-spies-of-london-1_3/index.html',\n",
       " 'http://books.toscrape.com/catalogue/1st-to-die-womens-murder-club-1_2/index.html',\n",
       " 'http://books.toscrape.com/catalogue/1000-places-to-see-before-you-die_1/index.html']"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "booksURLs = []\n",
    "for page in pages_urls:\n",
    "    booksURLs.extend(getBooksURLs(page))\n",
    "    \n",
    "print(str(len(booksURLs)) + \" fetched URLs\")\n",
    "booksURLs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "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>Name</th>\n",
       "      <th>Price(£)</th>\n",
       "      <th>Product Category</th>\n",
       "      <th>Rating</th>\n",
       "      <th>Stock Available</th>\n",
       "      <th>Images</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>A Light in the Attic</td>\n",
       "      <td>51.77</td>\n",
       "      <td>poetry_23</td>\n",
       "      <td>Three</td>\n",
       "      <td>22</td>\n",
       "      <td>https://books.toscrape.com/catalogue/media/ca...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Tipping the Velvet</td>\n",
       "      <td>53.74</td>\n",
       "      <td>historical-fiction_4</td>\n",
       "      <td>One</td>\n",
       "      <td>20</td>\n",
       "      <td>https://books.toscrape.com/catalogue/media/ca...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Soumission</td>\n",
       "      <td>50.10</td>\n",
       "      <td>fiction_10</td>\n",
       "      <td>One</td>\n",
       "      <td>20</td>\n",
       "      <td>https://books.toscrape.com/catalogue/media/ca...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Sharp Objects</td>\n",
       "      <td>47.82</td>\n",
       "      <td>mystery_3</td>\n",
       "      <td>Four</td>\n",
       "      <td>20</td>\n",
       "      <td>https://books.toscrape.com/catalogue/media/ca...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Sapiens: A Brief History of Humankind</td>\n",
       "      <td>54.23</td>\n",
       "      <td>history_32</td>\n",
       "      <td>Five</td>\n",
       "      <td>20</td>\n",
       "      <td>https://books.toscrape.com/catalogue/media/ca...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>995</th>\n",
       "      <td>Alice in Wonderland (Alice's Adventures in Won...</td>\n",
       "      <td>55.53</td>\n",
       "      <td>classics_6</td>\n",
       "      <td>One</td>\n",
       "      <td>1</td>\n",
       "      <td>https://books.toscrape.com/catalogue/media/ca...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>996</th>\n",
       "      <td>Ajin: Demi-Human, Volume 1 (Ajin: Demi-Human #1)</td>\n",
       "      <td>57.06</td>\n",
       "      <td>sequential-art_5</td>\n",
       "      <td>Four</td>\n",
       "      <td>1</td>\n",
       "      <td>https://books.toscrape.com/catalogue/media/ca...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>997</th>\n",
       "      <td>A Spy's Devotion (The Regency Spies of London #1)</td>\n",
       "      <td>16.97</td>\n",
       "      <td>historical-fiction_4</td>\n",
       "      <td>Five</td>\n",
       "      <td>1</td>\n",
       "      <td>https://books.toscrape.com/catalogue/media/ca...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>998</th>\n",
       "      <td>1st to Die (Women's Murder Club #1)</td>\n",
       "      <td>53.98</td>\n",
       "      <td>mystery_3</td>\n",
       "      <td>One</td>\n",
       "      <td>1</td>\n",
       "      <td>https://books.toscrape.com/catalogue/media/ca...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>999</th>\n",
       "      <td>1,000 Places to See Before You Die</td>\n",
       "      <td>26.08</td>\n",
       "      <td>travel_2</td>\n",
       "      <td>Five</td>\n",
       "      <td>1</td>\n",
       "      <td>https://books.toscrape.com/catalogue/media/ca...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1000 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                  Name Price(£)  \\\n",
       "0                                 A Light in the Attic    51.77   \n",
       "1                                   Tipping the Velvet    53.74   \n",
       "2                                           Soumission    50.10   \n",
       "3                                        Sharp Objects    47.82   \n",
       "4                Sapiens: A Brief History of Humankind    54.23   \n",
       "..                                                 ...      ...   \n",
       "995  Alice in Wonderland (Alice's Adventures in Won...    55.53   \n",
       "996   Ajin: Demi-Human, Volume 1 (Ajin: Demi-Human #1)    57.06   \n",
       "997  A Spy's Devotion (The Regency Spies of London #1)    16.97   \n",
       "998                1st to Die (Women's Murder Club #1)    53.98   \n",
       "999                 1,000 Places to See Before You Die    26.08   \n",
       "\n",
       "         Product Category Rating Stock Available  \\\n",
       "0               poetry_23  Three              22   \n",
       "1    historical-fiction_4    One              20   \n",
       "2              fiction_10    One              20   \n",
       "3               mystery_3   Four              20   \n",
       "4              history_32   Five              20   \n",
       "..                    ...    ...             ...   \n",
       "995            classics_6    One               1   \n",
       "996      sequential-art_5   Four               1   \n",
       "997  historical-fiction_4   Five               1   \n",
       "998             mystery_3    One               1   \n",
       "999              travel_2   Five               1   \n",
       "\n",
       "                                                Images  \n",
       "0     https://books.toscrape.com/catalogue/media/ca...  \n",
       "1     https://books.toscrape.com/catalogue/media/ca...  \n",
       "2     https://books.toscrape.com/catalogue/media/ca...  \n",
       "3     https://books.toscrape.com/catalogue/media/ca...  \n",
       "4     https://books.toscrape.com/catalogue/media/ca...  \n",
       "..                                                 ...  \n",
       "995   https://books.toscrape.com/catalogue/media/ca...  \n",
       "996   https://books.toscrape.com/catalogue/media/ca...  \n",
       "997   https://books.toscrape.com/catalogue/media/ca...  \n",
       "998   https://books.toscrape.com/catalogue/media/ca...  \n",
       "999   https://books.toscrape.com/catalogue/media/ca...  \n",
       "\n",
       "[1000 rows x 6 columns]"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "names = []\n",
    "prices = []\n",
    "nb_in_stock = []\n",
    "categories = []\n",
    "ratings = []\n",
    "images = []\n",
    "# scrape data for every book URL: this may take some time\n",
    "\n",
    "i = 0\n",
    "\n",
    "\n",
    "# img = book.find('img')['src']\n",
    "#         img = base_url + img.replace(\"../\", \"\")\n",
    "        \n",
    "#         availability = 'In stock' if 'in stock' in book.select('div p.availability')[0].text.lower() else 'Out of stock'\n",
    "\n",
    "#         book_data['title'] = title\n",
    "#         book_data['price'] = price \n",
    "#         book_data['image'] = img\n",
    "#         book_data['availability'] = availability\n",
    "\n",
    "\n",
    "pattern = r'/media/cache/\\S+\\.jpg'\n",
    "\n",
    "for url in booksURLs:\n",
    "    soup = getAndParseURL(url)\n",
    "    # product name\n",
    "    names.append(soup.find(\"div\", class_ = re.compile(\"product_main\")).h1.text)\n",
    "    # product price\n",
    "    prices.append(soup.find(\"p\", class_ = \"price_color\").text[2:]) # get rid of the pound sign\n",
    "    # product category\n",
    "    categories.append(soup.find(\"a\", href = re.compile(\"../category/books/\")).get(\"href\").split(\"/\")[3])\n",
    "    # ratings\n",
    "    ratings.append(soup.find(\"p\", class_ = re.compile(\"star-rating\")).get(\"class\")[1])\n",
    "    # number of available products\n",
    "    nb_in_stock.append(re.sub(\"[^0-9]\", \"\", soup.find(\"p\", class_ = \"instock availability\").text)) # get rid of non numerical characters\n",
    "    # availability = 'In stock' if 'in stock' in soup.select('div p.availability')[0].text.lower() else 'Out of stock'\n",
    "    # print(availability)\n",
    "    back_url = re.findall(pattern, str(soup.find('img')['src']))\n",
    "    image_url = \" https://books.toscrape.com/catalogue\"+ back_url[0]\n",
    "\n",
    "    images.append(image_url)\n",
    "    # img = \n",
    "    # print(img)\n",
    "    i+=1\n",
    "    if i>4:\n",
    "        break\n",
    "# print(images)\n",
    "# add data into pandas df\n",
    "import pandas as pd\n",
    "scraped_data = pd.DataFrame({'Name': names, 'Price(£)': prices, \"Product Category\": categories, \"Rating\": ratings, 'Stock Available': nb_in_stock,'Images':images})\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [],
   "source": [
    "scraped_data.to_csv(\"book_data.csv\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Data Loading using Snowflake"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting snowflake-connector-pythonNote: you may need to restart the kernel to use updated packages.\n",
      "\n",
      "  Obtaining dependency information for snowflake-connector-python from https://files.pythonhosted.org/packages/fc/f6/7ce7e779aa1590e60725e798e8b7715682a4d6dc715d829c3732159108fd/snowflake_connector_python-3.5.0-cp311-cp311-win_amd64.whl.metadata\n",
      "  Downloading snowflake_connector_python-3.5.0-cp311-cp311-win_amd64.whl.metadata (59 kB)\n",
      "     ---------------------------------------- 0.0/59.4 kB ? eta -:--:--\n",
      "     ---------------------------------------- 59.4/59.4 kB 1.5 MB/s eta 0:00:00\n",
      "Collecting asn1crypto<2.0.0,>0.24.0 (from snowflake-connector-python)\n",
      "  Downloading asn1crypto-1.5.1-py2.py3-none-any.whl (105 kB)\n",
      "     ---------------------------------------- 0.0/105.0 kB ? eta -:--:--\n",
      "     -------------------------------------- 105.0/105.0 kB 3.1 MB/s eta 0:00:00\n",
      "Requirement already satisfied: cffi<2.0.0,>=1.9 in c:\\users\\kashyapparmar\\anaconda3\\lib\\site-packages (from snowflake-connector-python) (1.15.1)\n",
      "Requirement already satisfied: cryptography<42.0.0,>=3.1.0 in c:\\users\\kashyapparmar\\anaconda3\\lib\\site-packages (from snowflake-connector-python) (41.0.3)\n",
      "Requirement already satisfied: pyOpenSSL<24.0.0,>=16.2.0 in c:\\users\\kashyapparmar\\anaconda3\\lib\\site-packages (from snowflake-connector-python) (23.2.0)\n",
      "Requirement already satisfied: pyjwt<3.0.0 in c:\\users\\kashyapparmar\\anaconda3\\lib\\site-packages (from snowflake-connector-python) (2.8.0)\n",
      "Requirement already satisfied: pytz in c:\\users\\kashyapparmar\\anaconda3\\lib\\site-packages (from snowflake-connector-python) (2023.3.post1)\n",
      "Requirement already satisfied: requests<3.0.0 in c:\\users\\kashyapparmar\\anaconda3\\lib\\site-packages (from snowflake-connector-python) (2.31.0)\n",
      "Requirement already satisfied: packaging in c:\\users\\kashyapparmar\\anaconda3\\lib\\site-packages (from snowflake-connector-python) (23.1)\n",
      "Requirement already satisfied: charset-normalizer<4,>=2 in c:\\users\\kashyapparmar\\anaconda3\\lib\\site-packages (from snowflake-connector-python) (2.0.4)\n",
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      "Requirement already satisfied: platformdirs<4.0.0,>=2.6.0 in c:\\users\\kashyapparmar\\anaconda3\\lib\\site-packages (from snowflake-connector-python) (3.10.0)\n",
      "Requirement already satisfied: tomlkit in c:\\users\\kashyapparmar\\anaconda3\\lib\\site-packages (from snowflake-connector-python) (0.11.1)\n",
      "Requirement already satisfied: pycparser in c:\\users\\kashyapparmar\\anaconda3\\lib\\site-packages (from cffi<2.0.0,>=1.9->snowflake-connector-python) (2.21)\n",
      "Downloading snowflake_connector_python-3.5.0-cp311-cp311-win_amd64.whl (877 kB)\n",
      "   ---------------------------------------- 0.0/877.1 kB ? eta -:--:--\n",
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      "   ---------------------------------------- 877.1/877.1 kB 4.0 MB/s eta 0:00:00\n",
      "Installing collected packages: asn1crypto, snowflake-connector-python\n",
      "Successfully installed asn1crypto-1.5.1 snowflake-connector-python-3.5.0\n"
     ]
    }
   ],
   "source": [
    "%pip install snowflake-connector-python\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "scraped_data = pd.read_csv('book_data.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 120,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['Name', 'Price(£)', 'Product Category', 'Rating', 'Stock Available',\n",
       "       'Images'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 120,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scraped_data.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "('A Light in the Attic', 'Three', 51.77, 'poetry_23', 22.0, ' https://books.toscrape.com/catalogue/media/cache/fe/72/fe72f0532301ec28892ae79a629a293c.jpg')\n",
      "('Tipping the Velvet', 'One', 53.74, 'historical-fiction_4', 20.0, ' https://books.toscrape.com/catalogue/media/cache/08/e9/08e94f3731d7d6b760dfbfbc02ca5c62.jpg')\n",
      "('Soumission', 'One', 50.1, 'fiction_10', 20.0, ' https://books.toscrape.com/catalogue/media/cache/ee/cf/eecfe998905e455df12064dba399c075.jpg')\n",
      "('Sharp Objects', 'Four', 47.82, 'mystery_3', 20.0, ' https://books.toscrape.com/catalogue/media/cache/c0/59/c05972805aa7201171b8fc71a5b00292.jpg')\n",
      "('Sapiens: A Brief History of Humankind', 'Five', 54.23, 'history_32', 20.0, ' https://books.toscrape.com/catalogue/media/cache/ce/5f/ce5f052c65cc963cf4422be096e915c9.jpg')\n",
      "('The Requiem Red', 'One', 22.65, 'young-adult_21', 19.0, ' https://books.toscrape.com/catalogue/media/cache/6b/07/6b07b77236b7c80f42bd90bf325e69f6.jpg')\n",
      "('The Dirty Little Secrets of Getting Your Dream Job', 'Four', 33.34, 'business_35', 19.0, ' https://books.toscrape.com/catalogue/media/cache/e1/1b/e11bea016d0ae1d7e2dd46fb3cb870b7.jpg')\n",
      "('The Coming Woman: A Novel Based on the Life of the Infamous Feminist, Victoria Woodhull', 'Three', 17.93, 'default_15', 19.0, ' https://books.toscrape.com/catalogue/media/cache/97/36/9736132a43b8e6e3989932218ef309ed.jpg')\n",
      "('The Boys in the Boat: Nine Americans and Their Epic Quest for Gold at the 1936 Berlin Olympics', 'Four', 22.6, 'default_15', 19.0, ' https://books.toscrape.com/catalogue/media/cache/d1/2d/d12d26739b5369a6b5b3024e4d08f907.jpg')\n",
      "('The Black Maria', 'One', 52.15, 'poetry_23', 19.0, ' https://books.toscrape.com/catalogue/media/cache/d1/7a/d17a3e313e52e1be5651719e4fba1d16.jpg')\n",
      "('Starving Hearts (Triangular Trade Trilogy, #1)', 'Two', 13.99, 'default_15', 19.0, ' https://books.toscrape.com/catalogue/media/cache/a0/7e/a07ed8f1c23f7b4baf7102722680bd30.jpg')\n",
      "(\"Shakespeare's Sonnets\", 'Four', 20.66, 'poetry_23', 19.0, ' https://books.toscrape.com/catalogue/media/cache/4d/7a/4d7a79a8be80a529b277ed5c4d8ba482.jpg')\n",
      "('Set Me Free', 'Five', 17.46, 'young-adult_21', 19.0, ' https://books.toscrape.com/catalogue/media/cache/b8/e9/b8e91bd2fc74c3954118999238abb4b8.jpg')\n",
      "(\"Scott Pilgrim's Precious Little Life (Scott Pilgrim #1)\", 'Five', 52.29, 'sequential-art_5', 19.0, ' https://books.toscrape.com/catalogue/media/cache/97/27/97275841c81e66d53bf9313cba06f23e.jpg')\n",
      "('Rip it Up and Start Again', 'Five', 35.02, 'music_14', 19.0, ' https://books.toscrape.com/catalogue/media/cache/81/7f/817f5089c0e6e62738dce2931e7323d3.jpg')\n",
      "('Our Band Could Be Your Life: Scenes from the American Indie Underground, 1981-1991', 'Three', 57.25, 'music_14', 19.0, ' https://books.toscrape.com/catalogue/media/cache/ad/96/ad96e9c9f1664cbcb0e9627b007fb6f9.jpg')\n",
      "('Olio', 'One', 23.88, 'poetry_23', 19.0, ' https://books.toscrape.com/catalogue/media/cache/b1/0e/b10eabab1e1c811a6d47969904fd5755.jpg')\n",
      "('Mesaerion: The Best Science Fiction Stories 1800-1849', 'One', 37.59, 'science-fiction_16', 19.0, ' https://books.toscrape.com/catalogue/media/cache/e8/1f/e81f850db9b9622c65619c9f15748de7.jpg')\n",
      "('Libertarianism for Beginners', 'Two', 51.33, 'politics_48', 19.0, ' https://books.toscrape.com/catalogue/media/cache/91/a4/91a46253e165d144ef5938f2d456b88f.jpg')\n",
      "(\"It's Only the Himalayas\", 'Two', 45.17, 'travel_2', 19.0, ' https://books.toscrape.com/catalogue/media/cache/6d/41/6d418a73cc7d4ecfd75ca11d854041db.jpg')\n",
      "('In Her Wake', 'One', 12.84, 'thriller_37', 19.0, ' https://books.toscrape.com/catalogue/media/cache/27/92/2792ef951651ff1eae40a410cac41e0f.jpg')\n",
      "('How Music Works', 'Two', 37.32, 'music_14', 19.0, ' https://books.toscrape.com/catalogue/media/cache/1d/40/1d4087ff0a63f09fae9cd8433d21c2c4.jpg')\n",
      "('Foolproof Preserving: A Guide to Small Batch Jams, Jellies, Pickles, Condiments, and More: A Foolproof Guide to Making Small Batch Jams, Jellies, Pickles, Condiments, and More', 'Three', 30.52, 'food-and-drink_33', 19.0, ' https://books.toscrape.com/catalogue/media/cache/9f/58/9f58d3ff6d58589eaf325b1a33c303a0.jpg')\n",
      "('Chase Me (Paris Nights #2)', 'Five', 25.27, 'romance_8', 19.0, ' https://books.toscrape.com/catalogue/media/cache/6c/84/6c84fcf7a53b02b6e763de7272934842.jpg')\n",
      "('Black Dust', 'Five', 34.53, 'romance_8', 19.0, ' https://books.toscrape.com/catalogue/media/cache/a4/0a/a40af95beab828af1a4757ad1ee17da3.jpg')\n",
      "('Birdsong: A Story in Pictures', 'Three', 54.64, 'childrens_11', 19.0, ' https://books.toscrape.com/catalogue/media/cache/af/2f/af2fe2419ea136f2cd567aa92082c3ae.jpg')\n",
      "(\"America's Cradle of Quarterbacks: Western Pennsylvania's Football Factory from Johnny Unitas to Joe Montana\", 'Three', 22.5, 'default_15', 19.0, ' https://books.toscrape.com/catalogue/media/cache/a3/2a/a32ab3b8c024c6c2b274a86b185e7585.jpg')\n",
      "('Aladdin and His Wonderful Lamp', 'Three', 53.13, 'default_15', 19.0, ' https://books.toscrape.com/catalogue/media/cache/a8/3c/a83c460fab82f35a37c0846729485547.jpg')\n",
      "('Worlds Elsewhere: Journeys Around Shakespeareâ\\x80\\x99s Globe', 'Five', 40.3, 'nonfiction_13', 18.0, ' https://books.toscrape.com/catalogue/media/cache/7b/d9/7bd93db091d736d0c6ff9d578e3ba3d7.jpg')\n",
      "('Wall and Piece', 'Four', 44.18, 'art_25', 18.0, ' https://books.toscrape.com/catalogue/media/cache/df/34/df346322ddfdd3b4da0e34cad17f49dc.jpg')\n",
      "('The Four Agreements: A Practical Guide to Personal Freedom', 'Five', 17.66, 'spirituality_39', 18.0, ' https://books.toscrape.com/catalogue/media/cache/2b/1b/2b1bfecae9d512cb6ee943ccf786216f.jpg')\n",
      "('The Five Love Languages: How to Express Heartfelt Commitment to Your Mate', 'Three', 31.05, 'nonfiction_13', 18.0, ' https://books.toscrape.com/catalogue/media/cache/7c/10/7c10101fe1759c5a17ba57e4bef9e764.jpg')\n",
      "('The Elephant Tree', 'Five', 23.82, 'thriller_37', 18.0, ' https://books.toscrape.com/catalogue/media/cache/4b/80/4b80a3d9148e224ed4d6cd4d33f43728.jpg')\n",
      "('The Bear and the Piano', 'One', 36.89, 'childrens_11', 18.0, ' https://books.toscrape.com/catalogue/media/cache/d0/87/d0876dcd1a6530a4cb54903aad7a3e28.jpg')\n",
      "(\"Sophie's World\", 'Five', 15.94, 'philosophy_7', 18.0, ' https://books.toscrape.com/catalogue/media/cache/d7/39/d73914232130fdf90d66f02fd9798f2b.jpg')\n",
      "('Penny Maybe', 'Three', 33.29, 'default_15', 18.0, ' https://books.toscrape.com/catalogue/media/cache/b1/4b/b14be641ab97a330891455a769d52fd3.jpg')\n",
      "('Maude (1883-1993):She Grew Up with the country', 'Two', 18.02, 'default_15', 18.0, ' https://books.toscrape.com/catalogue/media/cache/65/bf/65bfa3acc93b0e558a1c3de1b1164742.jpg')\n",
      "('In a Dark, Dark Wood', 'One', 19.63, 'mystery_3', 18.0, ' https://books.toscrape.com/catalogue/media/cache/95/84/95840dfd67c020067c99d70451147e20.jpg')\n",
      "('Behind Closed Doors', 'Four', 52.22, 'thriller_37', 18.0, ' https://books.toscrape.com/catalogue/media/cache/a5/85/a58571db229f2e8f75ea38861eca7f39.jpg')\n",
      "(\"You can't bury them all: Poems\", 'Two', 33.63, 'poetry_23', 17.0, ' https://books.toscrape.com/catalogue/media/cache/b7/44/b7440aa88046b0bf8cba50d59295518e.jpg')\n",
      "('Slow States of Collapse: Poems', 'Three', 57.31, 'poetry_23', 17.0, ' https://books.toscrape.com/catalogue/media/cache/db/ac/dbac3faca8a799824f5725d66c0fcce3.jpg')\n",
      "('Reasons to Stay Alive', 'Two', 26.41, 'nonfiction_13', 17.0, ' https://books.toscrape.com/catalogue/media/cache/f5/3c/f53c7d21723c860cfbca2b539bc55b8f.jpg')\n",
      "('Private Paris (Private #10)', 'Five', 47.61, 'fiction_10', 17.0, ' https://books.toscrape.com/catalogue/media/cache/05/87/0587ab519222a61f803fa4570c325ad2.jpg')\n",
      "('#HigherSelfie: Wake Up Your Life. Free Your Soul. Find Your Tribe.', 'Five', 23.11, 'nonfiction_13', 17.0, ' https://books.toscrape.com/catalogue/media/cache/71/45/71451e3bba61a8d888a4a2c6526a4bcf.jpg')\n",
      "('Without Borders (Wanderlove #1)', 'Two', 45.07, 'new-adult_20', 16.0, ' https://books.toscrape.com/catalogue/media/cache/de/26/de269ee688d4dc51846567f3942600ce.jpg')\n",
      "('When We Collided', 'One', 31.77, 'contemporary_38', 16.0, ' https://books.toscrape.com/catalogue/media/cache/17/db/17db3de71e8217d4277a9328b04f56cf.jpg')\n",
      "('We Love You, Charlie Freeman', 'Five', 50.27, 'fiction_10', 16.0, ' https://books.toscrape.com/catalogue/media/cache/87/a2/87a2fddd7f6b240c0351e1eb950b6716.jpg')\n",
      "('Untitled Collection: Sabbath Poems 2014', 'Four', 14.27, 'poetry_23', 16.0, ' https://books.toscrape.com/catalogue/media/cache/65/6e/656e79dfd4f8b6bf19ffde2c75ceda81.jpg')\n",
      "('Unseen City: The Majesty of Pigeons, the Discreet Charm of Snails & Other Wonders of the Urban Wilderness', 'Four', 44.18, 'nonfiction_13', 16.0, ' https://books.toscrape.com/catalogue/media/cache/88/a4/88a4b5f7236b8a36ba972be5ebe4f252.jpg')\n",
      "('Unicorn Tracks', 'Three', 18.78, 'fantasy_19', 16.0, ' https://books.toscrape.com/catalogue/media/cache/9b/09/9b0935dc936c92900c2dc5d2114da72f.jpg')\n",
      "('Unbound: How Eight Technologies Made Us Human, Transformed Society, and Brought Our World to the Brink', 'One', 25.52, 'history_32', 16.0, ' https://books.toscrape.com/catalogue/media/cache/27/a1/27a1ebe79d6e6759ec68ea9f427a4f71.jpg')\n",
      "('Tsubasa: WoRLD CHRoNiCLE 2 (Tsubasa WoRLD CHRoNiCLE #2)', 'One', 16.28, 'sequential-art_5', 16.0, ' https://books.toscrape.com/catalogue/media/cache/8b/ab/8bab133ec9f8248a8d5f5ea5c09d0f56.jpg')\n",
      "('Throwing Rocks at the Google Bus: How Growth Became the Enemy of Prosperity', 'Three', 31.12, 'nonfiction_13', 16.0, ' https://books.toscrape.com/catalogue/media/cache/f4/21/f4210912ca58ef35f8ad120fe3dfed38.jpg')\n",
      "('This One Summer', 'Four', 19.49, 'sequential-art_5', 16.0, ' https://books.toscrape.com/catalogue/media/cache/ee/43/ee4364a59d66bafb1b3264419ab3ed9e.jpg')\n",
      "('Thirst', 'Five', 17.27, 'fiction_10', 16.0, ' https://books.toscrape.com/catalogue/media/cache/8c/54/8c54a50576c204b80165a13545f73028.jpg')\n",
      "('The Torch Is Passed: A Harding Family Story', 'One', 19.09, 'add-a-comment_18', 16.0, ' https://books.toscrape.com/catalogue/media/cache/c7/26/c7260547c468dbe78af92cf3927c2a1c.jpg')\n",
      "('The Secret of Dreadwillow Carse', 'One', 56.13, 'childrens_11', 16.0, ' https://books.toscrape.com/catalogue/media/cache/7b/fd/7bfde4a3d6793f13e9a2d8851a398847.jpg')\n",
      "('The Pioneer Woman Cooks: Dinnertime: Comfort Classics, Freezer Food, 16-Minute Meals, and Other Delicious Ways to Solve Supper!', 'One', 56.41, 'food-and-drink_33', 16.0, ' https://books.toscrape.com/catalogue/media/cache/fd/af/fdaf3c3104c559941c01e840fecd2659.jpg')\n",
      "('The Past Never Ends', 'Four', 56.5, 'mystery_3', 16.0, ' https://books.toscrape.com/catalogue/media/cache/9d/f2/9df248dcefeaba9eeb519a59b248f72c.jpg')\n",
      "('The Natural History of Us (The Fine Art of Pretending #2)', 'Three', 45.22, 'young-adult_21', 16.0, ' https://books.toscrape.com/catalogue/media/cache/da/b8/dab87c14168f3ce18530447ec6437361.jpg')\n",
      "('The Nameless City (The Nameless City #1)', 'Four', 38.16, 'sequential-art_5', 16.0, ' https://books.toscrape.com/catalogue/media/cache/19/de/19deee0778c2406da04a4dd0ea09188f.jpg')\n",
      "('The Murder That Never Was (Forensic Instincts #5)', 'Three', 54.11, 'fiction_10', 16.0, ' https://books.toscrape.com/catalogue/media/cache/29/e0/29e036acd8a6e3daa787ce2bc05bdbbb.jpg')\n",
      "(\"The Most Perfect Thing: Inside (and Outside) a Bird's Egg\", 'Four', 42.96, 'science_22', 16.0, ' https://books.toscrape.com/catalogue/media/cache/a3/9e/a39e7c5c9fc61c2ae0f81116aa8cbb0e.jpg')\n",
      "('The Mindfulness and Acceptance Workbook for Anxiety: A Guide to Breaking Free from Anxiety, Phobias, and Worry Using Acceptance and Commitment Therapy', 'Four', 23.89, 'add-a-comment_18', 16.0, ' https://books.toscrape.com/catalogue/media/cache/c9/eb/c9eb6ecf45abf796df0044600db65e55.jpg')\n",
      "('The Life-Changing Magic of Tidying Up: The Japanese Art of Decluttering and Organizing', 'Three', 16.77, 'nonfiction_13', 16.0, ' https://books.toscrape.com/catalogue/media/cache/26/65/2665876e19a6c92130f02cfda3bd3846.jpg')\n",
      "('The Inefficiency Assassin: Time Management Tactics for Working Smarter, Not Longer', 'Five', 20.59, 'default_15', 16.0, ' https://books.toscrape.com/catalogue/media/cache/a5/b8/a5b8d2d5165a06fc762e8eaf8b04f98f.jpg')\n",
      "('The Gutsy Girl: Escapades for Your Life of Epic Adventure', 'One', 37.13, 'nonfiction_13', 16.0, ' https://books.toscrape.com/catalogue/media/cache/73/cb/73cb1236d96f455d712516fffeae2304.jpg')\n",
      "('The Electric Pencil: Drawings from Inside State Hospital No. 3', 'One', 56.06, 'nonfiction_13', 16.0, ' https://books.toscrape.com/catalogue/media/cache/b1/0f/b10faf0dee8994865437ffc79682dc2f.jpg')\n",
      "('The Death of Humanity: and the Case for Life', 'Four', 58.11, 'philosophy_7', 16.0, ' https://books.toscrape.com/catalogue/media/cache/3f/f6/3ff6fe5d0c5ca7ab2ed8b5971e299caa.jpg')\n",
      "('The Bulletproof Diet: Lose up to a Pound a Day, Reclaim Energy and Focus, Upgrade Your Life', 'Three', 49.05, 'health_47', 16.0, ' https://books.toscrape.com/catalogue/media/cache/9c/c6/9cc673854af8fd155953384b3cac334e.jpg')\n",
      "('The Art Forger', 'Three', 40.76, 'add-a-comment_18', 16.0, ' https://books.toscrape.com/catalogue/media/cache/f5/3b/f53bc7b18914c97de7c23967293be119.jpg')\n",
      "('The Age of Genius: The Seventeenth Century and the Birth of the Modern Mind', 'One', 19.73, 'history_32', 16.0, ' https://books.toscrape.com/catalogue/media/cache/2e/65/2e654066306042f4c462ba4d048650d9.jpg')\n",
      "(\"The Activist's Tao Te Ching: Ancient Advice for a Modern Revolution\", 'Five', 32.24, 'spirituality_39', 16.0, ' https://books.toscrape.com/catalogue/media/cache/da/0c/da0ca35421a5120b2109028e44a53f56.jpg')\n",
      "('Spark Joy: An Illustrated Master Class on the Art of Organizing and Tidying Up', 'Four', 41.83, 'nonfiction_13', 16.0, ' https://books.toscrape.com/catalogue/media/cache/17/19/1719475c51206a410a90fe5f3708df4c.jpg')\n",
      "('Soul Reader', 'Two', 39.58, 'default_15', 16.0, ' https://books.toscrape.com/catalogue/media/cache/cc/5e/cc5e82c2205da748c6c19fbc1876586b.jpg')\n",
      "('Security', 'Two', 39.25, 'horror_31', 16.0, ' https://books.toscrape.com/catalogue/media/cache/79/2b/792bdeb2cf7d8efaef0e401e5a27b4da.jpg')\n",
      "('Saga, Volume 6 (Saga (Collected Editions) #6)', 'Three', 25.02, 'fantasy_19', 16.0, ' https://books.toscrape.com/catalogue/media/cache/4a/99/4a996ae54711cea37e370428b54f8b19.jpg')\n",
      "('Saga, Volume 5 (Saga (Collected Editions) #5)', 'Two', 51.04, 'sequential-art_5', 16.0, ' https://books.toscrape.com/catalogue/media/cache/60/3c/603c8f3dd299efe67616a53e5bfb1d03.jpg')\n",
      "('Reskilling America: Learning to Labor in the Twenty-First Century', 'Two', 19.83, 'nonfiction_13', 16.0, ' https://books.toscrape.com/catalogue/media/cache/2c/d2/2cd2b814b8a8cd3a49895cbd13a8b1f4.jpg')\n",
      "('Rat Queens, Vol. 3: Demons (Rat Queens (Collected Editions) #11-15)', 'Three', 50.4, 'sequential-art_5', 16.0, ' https://books.toscrape.com/catalogue/media/cache/d5/d0/d5d015a9cf899301cce5d1a629bdd974.jpg')\n",
      "('Princess Jellyfish 2-in-1 Omnibus, Vol. 01 (Princess Jellyfish 2-in-1 Omnibus #1)', 'Five', 13.61, 'sequential-art_5', 16.0, ' https://books.toscrape.com/catalogue/media/cache/6c/8f/6c8ffe949fb650ba60eff25be1692881.jpg')\n",
      "('Princess Between Worlds (Wide-Awake Princess #5)', 'Five', 13.34, 'fantasy_19', 16.0, ' https://books.toscrape.com/catalogue/media/cache/db/01/db01b38d3200a5faff4ead42791416e4.jpg')\n",
      "('Pop Gun War, Volume 1: Gift', 'One', 18.97, 'sequential-art_5', 16.0, ' https://books.toscrape.com/catalogue/media/cache/6f/7b/6f7b3b8445b943f4ff7426360daefb88.jpg')\n",
      "('Political Suicide: Missteps, Peccadilloes, Bad Calls, Backroom Hijinx, Sordid Pasts, Rotten Breaks, and Just Plain Dumb Mistakes in the Annals of American Politics', 'Two', 36.28, 'history_32', 16.0, ' https://books.toscrape.com/catalogue/media/cache/31/e6/31e6e0a41e62858180b268c27b20a770.jpg')\n",
      "('Patience', 'Three', 10.16, 'sequential-art_5', 16.0, ' https://books.toscrape.com/catalogue/media/cache/71/0c/710cdaa148f10aac35c27bb93b4f532e.jpg')\n",
      "('Outcast, Vol. 1: A Darkness Surrounds Him (Outcast #1)', 'Four', 15.44, 'sequential-art_5', 16.0, ' https://books.toscrape.com/catalogue/media/cache/0c/8a/0c8ae80b592bc1b4c555d6b29d1cfa28.jpg')\n",
      "('orange: The Complete Collection 1 (orange: The Complete Collection #1)', 'One', 48.41, 'sequential-art_5', 16.0, ' https://books.toscrape.com/catalogue/media/cache/33/0b/330bf57e3f2e70548f87d39cb956f7eb.jpg')\n",
      "('Online Marketing for Busy Authors: A Step-By-Step Guide', 'One', 46.35, 'self-help_41', 16.0, ' https://books.toscrape.com/catalogue/media/cache/49/e1/49e1f207b2149e34390a2c6aa7cfc113.jpg')\n",
      "('On a Midnight Clear', 'Three', 14.07, 'add-a-comment_18', 16.0, ' https://books.toscrape.com/catalogue/media/cache/75/9d/759d9276739200e2cb8101a36449ba20.jpg')\n",
      "('Obsidian (Lux #1)', 'Two', 14.86, 'young-adult_21', 16.0, ' https://books.toscrape.com/catalogue/media/cache/88/3f/883fb0f2304efca8724c629f03a4b82a.jpg')\n",
      "('My Paris Kitchen: Recipes and Stories', 'Two', 33.37, 'food-and-drink_33', 16.0, ' https://books.toscrape.com/catalogue/media/cache/ae/d5/aed548aefcac7803a599b05da3acb86e.jpg')\n",
      "('Masks and Shadows', 'Two', 56.4, 'fantasy_19', 16.0, ' https://books.toscrape.com/catalogue/media/cache/05/c4/05c43fe821ae19169c7baa8a54c7e869.jpg')\n",
      "('Mama Tried: Traditional Italian Cooking for the Screwed, Crude, Vegan, and Tattooed', 'Four', 14.02, 'food-and-drink_33', 16.0, ' https://books.toscrape.com/catalogue/media/cache/48/19/48192cbef9101060e3787d87d7c8d7d1.jpg')\n",
      "('Lumberjanes, Vol. 2: Friendship to the Max (Lumberjanes #5-8)', 'Two', 46.91, 'sequential-art_5', 16.0, ' https://books.toscrape.com/catalogue/media/cache/67/f8/67f83a06f77d0ff3b06cb8ac04839422.jpg')\n",
      "('Lumberjanes, Vol. 1: Beware the Kitten Holy (Lumberjanes #1-4)', 'Three', 45.61, 'sequential-art_5', 16.0, ' https://books.toscrape.com/catalogue/media/cache/1c/78/1c78cb31ededc4c662857cf65bd1619d.jpg')\n",
      "('Lumberjanes Vol. 3: A Terrible Plan (Lumberjanes #9-12)', 'Two', 19.92, 'sequential-art_5', 16.0, ' https://books.toscrape.com/catalogue/media/cache/d6/9b/d69b7020c4210e12882ffca0428919a2.jpg')\n",
      "('Layered: Baking, Building, and Styling Spectacular Cakes', 'One', 40.11, 'food-and-drink_33', 16.0, ' https://books.toscrape.com/catalogue/media/cache/73/06/7306b860c7887dfb2a4b0083e2d6bf0d.jpg')\n",
      "('Judo: Seven Steps to Black Belt (an Introductory Guide for Beginners)', 'Two', 53.9, 'add-a-comment_18', 16.0, ' https://books.toscrape.com/catalogue/media/cache/6d/80/6d80608ef81001ad068df06fae44b7f8.jpg')\n",
      "('Join', 'Five', 35.67, 'science-fiction_16', 16.0, ' https://books.toscrape.com/catalogue/media/cache/df/64/df642e483f7ae23de6888c73f05e2014.jpg')\n",
      "('In the Country We Love: My Family Divided', 'Four', 22.0, 'nonfiction_13', 16.0, ' https://books.toscrape.com/catalogue/media/cache/11/08/1108a8d9ebccd9cd474012121c32a7f5.jpg')\n",
      "('Immunity: How Elie Metchnikoff Changed the Course of Modern Medicine', 'Five', 57.36, 'science_22', 16.0, ' https://books.toscrape.com/catalogue/media/cache/e1/1e/e11e7e9514a123aee2415a1def85e638.jpg')\n",
      "('I Hate Fairyland, Vol. 1: Madly Ever After (I Hate Fairyland (Compilations) #1-5)', 'Two', 29.17, 'sequential-art_5', 16.0, ' https://books.toscrape.com/catalogue/media/cache/58/e2/58e2097169e92a95d973da420ce7cc98.jpg')\n",
      "('I am a Hero Omnibus Volume 1', 'Three', 54.63, 'sequential-art_5', 16.0, ' https://books.toscrape.com/catalogue/media/cache/f7/4d/f74db5141becf01083abc03c078f4922.jpg')\n",
      "('How to Be Miserable: 40 Strategies You Already Use', 'One', 46.03, 'self-help_41', 16.0, ' https://books.toscrape.com/catalogue/media/cache/b0/9d/b09d7cb6aa8ae112dd457e588762d293.jpg')\n",
      "('Her Backup Boyfriend (The Sorensen Family #1)', 'One', 33.97, 'romance_8', 16.0, ' https://books.toscrape.com/catalogue/media/cache/41/ee/41ee38c1d15f0139a3fb17b730dc4347.jpg')\n",
      "('Giant Days, Vol. 2 (Giant Days #5-8)', 'Two', 22.11, 'sequential-art_5', 16.0, ' https://books.toscrape.com/catalogue/media/cache/d0/6f/d06ff4e3b9daf93b18bb21f1af19b5eb.jpg')\n",
      "('Forever and Forever: The Courtship of Henry Longfellow and Fanny Appleton', 'Three', 29.69, 'historical-fiction_4', 16.0, ' https://books.toscrape.com/catalogue/media/cache/f9/9e/f99e760b894d10c6e5ed578618918367.jpg')\n",
      "('First and First (Five Boroughs #3)', 'Four', 15.97, 'romance_8', 16.0, ' https://books.toscrape.com/catalogue/media/cache/01/a5/01a5285b17e7ec0e7e56294a8f8af28d.jpg')\n",
      "('Fifty Shades Darker (Fifty Shades #2)', 'One', 21.96, 'romance_8', 16.0, ' https://books.toscrape.com/catalogue/media/cache/51/86/51862681bebec59be61f36f937c71fce.jpg')\n",
      "('Everydata: The Misinformation Hidden in the Little Data You Consume Every Day', 'Two', 54.35, 'nonfiction_13', 16.0, ' https://books.toscrape.com/catalogue/media/cache/15/97/15972684c6f44f1be5e751d2e067cc16.jpg')\n",
      "(\"Don't Be a Jerk: And Other Practical Advice from Dogen, Japan's Greatest Zen Master\", 'Two', 37.97, 'religion_12', 16.0, ' https://books.toscrape.com/catalogue/media/cache/a7/9c/a79cac7aec3816fb754c1aedd2e82986.jpg')\n",
      "('Danganronpa Volume 1', 'Four', 51.99, 'sequential-art_5', 16.0, ' https://books.toscrape.com/catalogue/media/cache/ce/39/ce3942d9a10b6a17805136ace7c140fa.jpg')\n",
      "('Crown of Midnight (Throne of Glass #2)', 'Three', 43.29, 'fantasy_19', 16.0, ' https://books.toscrape.com/catalogue/media/cache/b7/7d/b77d5e56daa3c22822abf1b8affbaef9.jpg')\n",
      "('Codename Baboushka, Volume 1: The Conclave of Death', 'Four', 36.72, 'sequential-art_5', 16.0, ' https://books.toscrape.com/catalogue/media/cache/ed/a5/eda54d1bfcdd39488013f7aae1eaf659.jpg')\n",
      "('Camp Midnight', 'Four', 17.08, 'sequential-art_5', 16.0, ' https://books.toscrape.com/catalogue/media/cache/7a/67/7a671ecf69cdcd2ea9ebe85da1b5585f.jpg')\n",
      "('Call the Nurse: True Stories of a Country Nurse on a Scottish Isle', 'Five', 29.14, 'nonfiction_13', 16.0, ' https://books.toscrape.com/catalogue/media/cache/c5/f2/c5f2361aab546bc7f851cf93aec94ca3.jpg')\n",
      "('Burning', 'Three', 28.81, 'young-adult_21', 16.0, ' https://books.toscrape.com/catalogue/media/cache/9a/2c/9a2c2936fa9bd422be96805924e1411a.jpg')\n",
      "('Bossypants', 'Two', 49.46, 'default_15', 16.0, ' https://books.toscrape.com/catalogue/media/cache/94/34/943490007d42c0bc066efc899dafa472.jpg')\n",
      "('Bitch Planet, Vol. 1: Extraordinary Machine (Bitch Planet (Collected Editions))', 'Two', 37.92, 'sequential-art_5', 16.0, ' https://books.toscrape.com/catalogue/media/cache/9d/1d/9d1d68362670066b155936e37d61bc5b.jpg')\n",
      "('Avatar: The Last Airbender: Smoke and Shadow, Part 3 (Smoke and Shadow #3)', 'Two', 28.09, 'fantasy_19', 16.0, ' https://books.toscrape.com/catalogue/media/cache/9f/25/9f25ffe4229a32d1368b3dfe248c3343.jpg')\n",
      "('Algorithms to Live By: The Computer Science of Human Decisions', 'One', 30.81, 'nonfiction_13', 16.0, ' https://books.toscrape.com/catalogue/media/cache/28/ea/28ea530a8b7955e422df64beaed7871a.jpg')\n",
      "('A World of Flavor: Your Gluten Free Passport', 'One', 42.95, 'default_15', 16.0, ' https://books.toscrape.com/catalogue/media/cache/0a/6a/0a6a53a8d37584a7906d2d5a0032f9c1.jpg')\n",
      "('A Piece of Sky, a Grain of Rice: A Memoir in Four Meditations', 'Five', 56.76, 'default_15', 16.0, ' https://books.toscrape.com/catalogue/media/cache/09/6d/096df83de35d408278fdc9108d930b5f.jpg')\n",
      "('A Murder in Time', 'One', 16.64, 'mystery_3', 16.0, ' https://books.toscrape.com/catalogue/media/cache/cc/bd/ccbd7a62caefd5a3a2e04dd7c2ff48fe.jpg')\n",
      "('A Flight of Arrows (The Pathfinders #2)', 'Five', 55.53, 'historical-fiction_4', 16.0, ' https://books.toscrape.com/catalogue/media/cache/ec/65/ec651ed66822d4b68938afa645b1ece2.jpg')\n",
      "('A Fierce and Subtle Poison', 'Four', 28.13, 'young-adult_21', 16.0, ' https://books.toscrape.com/catalogue/media/cache/ac/b6/acb65d6d11263ba98b0191b544f6c728.jpg')\n",
      "('A Court of Thorns and Roses (A Court of Thorns and Roses #1)', 'One', 52.37, 'fantasy_19', 16.0, ' https://books.toscrape.com/catalogue/media/cache/0a/78/0a78f89fc2dc78b700b494c3510e8920.jpg')\n",
      "('(Un)Qualified: How God Uses Broken People to Do Big Things', 'Five', 54.0, 'christian_43', 16.0, ' https://books.toscrape.com/catalogue/media/cache/e4/f8/e4f8c1c5954e09cb6c485d9db824eeb1.jpg')\n",
      "('You Are What You Love: The Spiritual Power of Habit', 'Four', 21.87, 'religion_12', 15.0, ' https://books.toscrape.com/catalogue/media/cache/52/9b/529bf0d806ae2ab02bf23da4326b24c3.jpg')\n",
      "(\"William Shakespeare's Star Wars: Verily, A New Hope (William Shakespeare's Star Wars #4)\", 'Four', 43.3, 'science-fiction_16', 15.0, ' https://books.toscrape.com/catalogue/media/cache/02/7a/027a1f131d94c38f9e785f5d85a109c7.jpg')\n",
      "('Tuesday Nights in 1980', 'Two', 21.04, 'fiction_10', 15.0, ' https://books.toscrape.com/catalogue/media/cache/a3/ad/a3ade5edecde67449329c1ebb016c049.jpg')\n",
      "('Tracing Numbers on a Train', 'Three', 41.6, 'default_15', 15.0, ' https://books.toscrape.com/catalogue/media/cache/0a/05/0a0514153dac092aac76b097b495f908.jpg')\n",
      "('Throne of Glass (Throne of Glass #1)', 'Three', 35.07, 'fantasy_19', 15.0, ' https://books.toscrape.com/catalogue/media/cache/4e/8d/4e8d87d1cb5e876ddb50599a1d1b656e.jpg')\n",
      "('Thomas Jefferson and the Tripoli Pirates: The Forgotten War That Changed American History', 'One', 59.64, 'history_32', 15.0, ' https://books.toscrape.com/catalogue/media/cache/77/79/777988a85de2269905bd8c2070a3cf58.jpg')\n",
      "('Thirteen Reasons Why', 'One', 52.72, 'default_15', 15.0, ' https://books.toscrape.com/catalogue/media/cache/6d/7b/6d7b69b4edcdf5b6b075d6fa53bf74bc.jpg')\n",
      "('The White Cat and the Monk: A Retelling of the Poem â\\x80\\x9cPangur BÃ¡nâ\\x80\\x9d', 'Four', 58.08, 'childrens_11', 15.0, ' https://books.toscrape.com/catalogue/media/cache/49/0e/490e049133ee9f398e6a70f25c12e308.jpg')\n",
      "('The Wedding Dress', 'One', 24.12, 'romance_8', 15.0, ' https://books.toscrape.com/catalogue/media/cache/29/3b/293bd9cd6fe1f8c82d1688aefe6cc5f7.jpg')\n",
      "('The Vacationers', 'Four', 42.15, 'fiction_10', 15.0, ' https://books.toscrape.com/catalogue/media/cache/34/c9/34c988a76c3cd7c04566d3030d8e7331.jpg')\n",
      "('The Third Wave: An Entrepreneurâ\\x80\\x99s Vision of the Future', 'Five', 12.61, 'business_35', 15.0, ' https://books.toscrape.com/catalogue/media/cache/0f/76/0f76b00ea914ced1822d8ac3480c485f.jpg')\n",
      "('The Stranger', 'Four', 17.44, 'philosophy_7', 15.0, ' https://books.toscrape.com/catalogue/media/cache/c8/1a/c81aea97de1daaa0081d96f8564c204c.jpg')\n",
      "('The Shadow Hero (The Shadow Hero)', 'One', 33.14, 'sequential-art_5', 15.0, ' https://books.toscrape.com/catalogue/media/cache/c3/d2/c3d2356443efca9bcad78eba8d249fc1.jpg')\n",
      "('The Secret (The Secret #1)', 'Four', 27.37, 'default_15', 15.0, ' https://books.toscrape.com/catalogue/media/cache/d3/70/d37038f81b8ad0342346951271c31e58.jpg')\n",
      "('The Regional Office Is Under Attack!', 'Five', 51.36, 'fiction_10', 15.0, ' https://books.toscrape.com/catalogue/media/cache/d4/73/d473f01f077b91ce04e345305a3fa217.jpg')\n",
      "('The Psychopath Test: A Journey Through the Madness Industry', 'Two', 36.0, 'default_15', 15.0, ' https://books.toscrape.com/catalogue/media/cache/dd/63/dd637b4e7cb403932e6a29397d877e4e.jpg')\n",
      "('The Project', 'One', 10.65, 'science-fiction_16', 15.0, ' https://books.toscrape.com/catalogue/media/cache/4c/57/4c57c192057269132623f9c6b3f69559.jpg')\n",
      "('The Power of Now: A Guide to Spiritual Enlightenment', 'Two', 43.54, 'nonfiction_13', 15.0, ' https://books.toscrape.com/catalogue/media/cache/13/2a/132a17f55f0048a2f2df748c9f5ce4e4.jpg')\n",
      "(\"The Omnivore's Dilemma: A Natural History of Four Meals\", 'Two', 38.21, 'nonfiction_13', 15.0, ' https://books.toscrape.com/catalogue/media/cache/3d/9d/3d9d46815a4be5e5e6f5e641d8268961.jpg')\n",
      "('The Nerdy Nummies Cookbook: Sweet Treats for the Geek in All of Us', 'Five', 37.34, 'food-and-drink_33', 15.0, ' https://books.toscrape.com/catalogue/media/cache/41/57/4157492623f9552e3efdc858a19968f3.jpg')\n",
      "('The Murder of Roger Ackroyd (Hercule Poirot #4)', 'Four', 44.1, 'mystery_3', 15.0, ' https://books.toscrape.com/catalogue/media/cache/86/38/8638ba095b3b32e0abdef170e7bc4fd6.jpg')\n",
      "('The Mistake (Off-Campus #2)', 'Three', 43.29, 'new-adult_20', 15.0, ' https://books.toscrape.com/catalogue/media/cache/95/49/9549db6862283a388659611bda63b97b.jpg')\n",
      "(\"The Matchmaker's Playbook (Wingmen Inc. #1)\", 'One', 55.85, 'new-adult_20', 15.0, ' https://books.toscrape.com/catalogue/media/cache/e9/e3/e9e3736effeb4982324dd0e4e64b2e81.jpg')\n",
      "('The Love and Lemons Cookbook: An Apple-to-Zucchini Celebration of Impromptu Cooking', 'Two', 37.6, 'food-and-drink_33', 15.0, ' https://books.toscrape.com/catalogue/media/cache/88/e7/88e70e44632c3ca306191007bc723806.jpg')\n",
      "('The Long Shadow of Small Ghosts: Murder and Memory in an American City', 'One', 10.97, 'crime_51', 15.0, ' https://books.toscrape.com/catalogue/media/cache/2b/50/2b50fa031b2411a94bc68de0bbdd96fb.jpg')\n",
      "('The Kite Runner', 'Four', 41.82, 'default_15', 15.0, ' https://books.toscrape.com/catalogue/media/cache/65/1e/651e956a041bf4b91bfba1374f0f91e7.jpg')\n",
      "('The House by the Lake', 'One', 36.95, 'historical-fiction_4', 15.0, ' https://books.toscrape.com/catalogue/media/cache/46/a2/46a2c968bfccf1979cc5576085eec6dd.jpg')\n",
      "('The Glittering Court (The Glittering Court #1)', 'One', 44.28, 'fantasy_19', 15.0, ' https://books.toscrape.com/catalogue/media/cache/2f/21/2f21c9ffd0962092ce337ecd1b338f5b.jpg')\n",
      "('The Girl on the Train', 'Two', 55.02, 'default_15', 15.0, ' https://books.toscrape.com/catalogue/media/cache/19/ed/19ed2156391eebbcd757a0d9f6d5860c.jpg')\n",
      "('The Genius of Birds', 'One', 17.24, 'nonfiction_13', 15.0, ' https://books.toscrape.com/catalogue/media/cache/2e/52/2e52982210cbc8dffe414cab72b52e38.jpg')\n",
      "('The Emerald Mystery', 'Two', 23.15, 'default_15', 15.0, ' https://books.toscrape.com/catalogue/media/cache/bc/1f/bc1f79af87032748b75d12079f51c031.jpg')\n",
      "('The Cookies & Cups Cookbook: 125+ sweet & savory recipes reminding you to Always Eat Dessert First', 'One', 41.25, 'food-and-drink_33', 15.0, ' https://books.toscrape.com/catalogue/media/cache/81/37/81374b88e925ba998c4049abcf805196.jpg')\n",
      "(\"The Bridge to Consciousness: I'm Writing the Bridge Between Science and Our Old and New Beliefs.\", 'Three', 32.0, 'default_15', 15.0, ' https://books.toscrape.com/catalogue/media/cache/39/c7/39c7bebcde5d9643ede71ac8ee87ee69.jpg')\n",
      "(\"The Artist's Way: A Spiritual Path to Higher Creativity\", 'Five', 38.49, 'nonfiction_13', 15.0, ' https://books.toscrape.com/catalogue/media/cache/3b/41/3b414b6d0340a0cbbd05be0942ddaada.jpg')\n",
      "('The Art of War', 'Five', 33.34, 'default_15', 15.0, ' https://books.toscrape.com/catalogue/media/cache/61/1b/611b527ab7ecef530e3040c85f6602c3.jpg')\n",
      "('The Argonauts', 'Two', 10.93, 'autobiography_27', 15.0, ' https://books.toscrape.com/catalogue/media/cache/22/d0/22d01c710471f94dabfa41083fa3cf4e.jpg')\n",
      "('The 10% Entrepreneur: Live Your Startup Dream Without Quitting Your Day Job', 'Three', 27.55, 'business_35', 15.0, ' https://books.toscrape.com/catalogue/media/cache/50/4b/504b1891508614ff9393563f69d66c95.jpg')\n",
      "('Suddenly in Love (Lake Haven #1)', 'Two', 55.99, 'romance_8', 15.0, ' https://books.toscrape.com/catalogue/media/cache/58/bb/58bb81b052b6ad90adcd57e95da99a50.jpg')\n",
      "('Something More Than This', 'Four', 16.24, 'romance_8', 15.0, ' https://books.toscrape.com/catalogue/media/cache/b8/f9/b8f9e0169c3811f9ed145c3824208de6.jpg')\n",
      "('Soft Apocalypse', 'Two', 26.12, 'science-fiction_16', 15.0, ' https://books.toscrape.com/catalogue/media/cache/61/ca/61ca5ab6bc514b9527af9f805fa03c31.jpg')\n",
      "(\"So You've Been Publicly Shamed\", 'Two', 12.23, 'nonfiction_13', 15.0, ' https://books.toscrape.com/catalogue/media/cache/9d/15/9d150a1d5832bb9e3b82bbc1541912d6.jpg')\n",
      "('Shoe Dog: A Memoir by the Creator of NIKE', 'Two', 23.99, 'business_35', 15.0, ' https://books.toscrape.com/catalogue/media/cache/fc/21/fc21d144c7289e5b1cb133e01a925126.jpg')\n",
      "('Shobu Samurai, Project Aryoku (#3)', 'Three', 29.06, 'add-a-comment_18', 15.0, ' https://books.toscrape.com/catalogue/media/cache/f3/7f/f37f3173a97baeac6b6421c54a6df7b5.jpg')\n",
      "('Secrets and Lace (Fatal Hearts #1)', 'One', 20.27, 'default_15', 15.0, ' https://books.toscrape.com/catalogue/media/cache/04/9d/049dafcbbc11bb61bb94e8b16f343936.jpg')\n",
      "('Scarlett Epstein Hates It Here', 'Five', 43.55, 'young-adult_21', 15.0, ' https://books.toscrape.com/catalogue/media/cache/7e/ba/7eba21a2ecaa4651e44f04a7cd808520.jpg')\n",
      "('Romero and Juliet: A Tragic Tale of Love and Zombies', 'One', 36.94, 'default_15', 15.0, ' https://books.toscrape.com/catalogue/media/cache/21/bc/21bc2104d32569a0dbbb81923480d749.jpg')\n",
      "('Redeeming Love', 'Five', 20.47, 'christian-fiction_34', 15.0, ' https://books.toscrape.com/catalogue/media/cache/c9/74/c974d74fa0bd1735c6ae172d40b1c077.jpg')\n",
      "('Poses for Artists Volume 1 - Dynamic and Sitting Poses: An Essential Reference for Figure Drawing and the Human Form', 'One', 41.06, 'default_15', 15.0, ' https://books.toscrape.com/catalogue/media/cache/a4/10/a4108800f6337c5aa13b104b252d52b8.jpg')\n",
      "('Poems That Make Grown Women Cry', 'Four', 14.19, 'poetry_23', 15.0, ' https://books.toscrape.com/catalogue/media/cache/18/ac/18ac3f16b10a5fc47e603d93335e3f24.jpg')\n",
      "('Nightingale, Sing', 'One', 38.28, 'young-adult_21', 15.0, ' https://books.toscrape.com/catalogue/media/cache/97/e6/97e65c8381cc80ba1107c3ce81c4878d.jpg')\n",
      "('Night Sky with Exit Wounds', 'One', 41.05, 'poetry_23', 15.0, ' https://books.toscrape.com/catalogue/media/cache/ff/48/ff48b0696fb97b7f7b5c6d15e372cb70.jpg')\n",
      "('Mrs. Houdini', 'Five', 30.25, 'historical-fiction_4', 15.0, ' https://books.toscrape.com/catalogue/media/cache/b4/45/b445dbc81ca3aff1321a6bf0d0fa231d.jpg')\n",
      "('Modern Romance', 'Five', 28.26, 'add-a-comment_18', 15.0, ' https://books.toscrape.com/catalogue/media/cache/78/cb/78cb28a3e8804131e8e0c3f7b8deb2fc.jpg')\n",
      "('Miss Peregrineâ\\x80\\x99s Home for Peculiar Children (Miss Peregrineâ\\x80\\x99s Peculiar Children #1)', 'One', 10.76, 'default_15', 15.0, ' https://books.toscrape.com/catalogue/media/cache/1d/ae/1dae4577eb25fcec3f88e4cbb3fc726a.jpg')\n",
      "('Louisa: The Extraordinary Life of Mrs. Adams', 'Two', 16.85, 'biography_36', 15.0, ' https://books.toscrape.com/catalogue/media/cache/ec/2a/ec2a7df6fdafc7e6f97b6c6da7980584.jpg')\n",
      "('Little Red', 'Three', 13.47, 'childrens_11', 15.0, ' https://books.toscrape.com/catalogue/media/cache/63/6b/636b836f5c3d67b9cda1948f5ca08694.jpg')\n",
      "('Library of Souls (Miss Peregrineâ\\x80\\x99s Peculiar Children #3)', 'Five', 48.56, 'young-adult_21', 15.0, ' https://books.toscrape.com/catalogue/media/cache/79/7a/797a5468a7d06aba28d1cc7342b1f2ba.jpg')\n",
      "('Large Print Heart of the Pride', 'Two', 19.15, 'default_15', 15.0, ' https://books.toscrape.com/catalogue/media/cache/59/55/5955e9e333301e3eeb3b9575c2ad3659.jpg')\n",
      "('I Had a Nice Time And Other Lies...: How to find love & sh*t like that', 'Four', 57.36, 'womens-fiction_9', 15.0, ' https://books.toscrape.com/catalogue/media/cache/60/e9/60e9df360fec611b15a1bbb4c28aad22.jpg')\n",
      "('Hollow City (Miss Peregrineâ\\x80\\x99s Peculiar Children #2)', 'One', 42.98, 'fantasy_19', 15.0, ' https://books.toscrape.com/catalogue/media/cache/4c/fd/4cfd83a011f60d38b140642a441ce01a.jpg')\n",
      "('Grumbles', 'Two', 22.16, 'default_15', 15.0, ' https://books.toscrape.com/catalogue/media/cache/20/78/207840aea0c8e2be66d998b80c6a59d3.jpg')\n",
      "('Full Moon over Noahâ\\x80\\x99s Ark: An Odyssey to Mount Ararat and Beyond', 'Four', 49.43, 'travel_2', 15.0, ' https://books.toscrape.com/catalogue/media/cache/fe/8a/fe8af6ceec7718986380c0fde9b3b34f.jpg')\n",
      "('Frostbite (Vampire Academy #2)', 'Five', 29.99, 'young-adult_21', 15.0, ' https://books.toscrape.com/catalogue/media/cache/2a/2d/2a2d6ebcedeb7249a2a85fd1fbfd06e1.jpg')\n",
      "('Follow You Home', 'One', 21.36, 'horror_31', 15.0, ' https://books.toscrape.com/catalogue/media/cache/bb/c0/bbc0bdad3ad7f390017ea66bb7019579.jpg')\n",
      "('First Steps for New Christians (Print Edition)', 'One', 29.0, 'default_15', 15.0, ' https://books.toscrape.com/catalogue/media/cache/c6/50/c650e687398b368f4a16276f6d00144b.jpg')\n",
      "('Finders Keepers (Bill Hodges Trilogy #2)', 'Five', 53.53, 'fiction_10', 15.0, ' https://books.toscrape.com/catalogue/media/cache/76/80/76804e1881b630a110794fef5aad02cf.jpg')\n",
      "('Fables, Vol. 1: Legends in Exile (Fables #1)', 'Four', 41.62, 'sequential-art_5', 15.0, ' https://books.toscrape.com/catalogue/media/cache/51/e4/51e472da0b7be65921345af6d4ca9e51.jpg')\n",
      "('Eureka Trivia 6.0', 'Four', 54.59, 'default_15', 15.0, ' https://books.toscrape.com/catalogue/media/cache/e8/21/e821a2e8fe4431eb895e9d46fe68c32e.jpg')\n",
      "('Drive: The Surprising Truth About What Motivates Us', 'Four', 34.95, 'default_15', 15.0, ' https://books.toscrape.com/catalogue/media/cache/e9/48/e948a672efe721b408c8dd1f1f3ec529.jpg')\n",
      "('Done Rubbed Out (Reightman & Bailey #1)', 'Five', 37.72, 'default_15', 15.0, ' https://books.toscrape.com/catalogue/media/cache/4e/af/4eaf0482e122cf9100b0fff61ea3441a.jpg')\n",
      "('Doing It Over (Most Likely To #1)', 'Three', 35.61, 'romance_8', 15.0, ' https://books.toscrape.com/catalogue/media/cache/4b/91/4b91460323973e9e140626d00474d74c.jpg')\n",
      "('Deliciously Ella Every Day: Quick and Easy Recipes for Gluten-Free Snacks, Packed Lunches, and Simple Meals', 'Three', 42.16, 'food-and-drink_33', 15.0, ' https://books.toscrape.com/catalogue/media/cache/38/c3/38c342d52a30a8eb38b34668e9777222.jpg')\n",
      "('Dark Notes', 'Five', 19.19, 'erotica_50', 15.0, ' https://books.toscrape.com/catalogue/media/cache/1c/88/1c8807c42be085f3b061fe63f62a3c39.jpg')\n",
      "('Daring Greatly: How the Courage to Be Vulnerable Transforms the Way We Live, Love, Parent, and Lead', 'Three', 19.43, 'nonfiction_13', 15.0, ' https://books.toscrape.com/catalogue/media/cache/38/ea/38ea04e1e16ebef78fd2595771fe2287.jpg')\n",
      "('Close to You', 'Four', 49.46, 'christian-fiction_34', 15.0, ' https://books.toscrape.com/catalogue/media/cache/94/f4/94f4405dae04559ecdd92e62486623e3.jpg')\n",
      "('Chasing Heaven: What Dying Taught Me About Living', 'Two', 37.8, 'spirituality_39', 15.0, ' https://books.toscrape.com/catalogue/media/cache/87/cd/87cd2aa5c4e38244ffcb17b84b0f6efd.jpg')\n",
      "('Big Magic: Creative Living Beyond Fear', 'Three', 30.8, 'nonfiction_13', 15.0, ' https://books.toscrape.com/catalogue/media/cache/78/a6/78a64cdef1ea38f3ddcc77f5e3fac5fd.jpg')\n",
      "('Becoming Wise: An Inquiry into the Mystery and Art of Living', 'Two', 27.43, 'nonfiction_13', 15.0, ' https://books.toscrape.com/catalogue/media/cache/33/65/3365a493bba6856798437c3e341a1e5d.jpg')\n",
      "('Beauty Restored (Riley Family Legacy Novellas #3)', 'Two', 11.11, 'default_15', 15.0, ' https://books.toscrape.com/catalogue/media/cache/68/e8/68e81c5a221dcd71516b5711641f83ed.jpg')\n",
      "('Batman: The Long Halloween (Batman)', 'Two', 36.5, 'sequential-art_5', 15.0, ' https://books.toscrape.com/catalogue/media/cache/26/a6/26a6c3227af69348c542bc4e094279a4.jpg')\n",
      "('Batman: The Dark Knight Returns (Batman)', 'Five', 15.38, 'sequential-art_5', 15.0, ' https://books.toscrape.com/catalogue/media/cache/1e/38/1e381319aaf7cf69c27a5171520d53fe.jpg')\n",
      "(\"Ayumi's Violin\", 'Two', 15.48, 'default_15', 15.0, ' https://books.toscrape.com/catalogue/media/cache/43/78/4378757ed2632f2473e7455ae9717820.jpg')\n",
      "('Anonymous', 'Four', 46.82, 'default_15', 15.0, ' https://books.toscrape.com/catalogue/media/cache/31/07/31070621fa42e300a9aab403293bad92.jpg')\n",
      "('Amy Meets the Saints and Sages', 'Three', 18.46, 'default_15', 15.0, ' https://books.toscrape.com/catalogue/media/cache/c3/6f/c36fd57aa9fc55ab3ea56b6e08b59c8d.jpg')\n",
      "('Amid the Chaos', 'One', 36.58, 'cultural_49', 15.0, ' https://books.toscrape.com/catalogue/media/cache/8a/94/8a94b2ba501119af0d3520b94daf8c20.jpg')\n",
      "('Amatus', 'Five', 50.54, 'default_15', 15.0, ' https://books.toscrape.com/catalogue/media/cache/30/51/30512adbb6cba367d3f48e09a888da3c.jpg')\n",
      "('Agnostic: A Spirited Manifesto', 'Five', 12.51, 'nonfiction_13', 15.0, ' https://books.toscrape.com/catalogue/media/cache/66/03/6603ceb9ac44fb012f8bf54383bc0165.jpg')\n",
      "('Zealot: The Life and Times of Jesus of Nazareth', 'Three', 24.7, 'history_32', 14.0, ' https://books.toscrape.com/catalogue/media/cache/21/da/21dab5c065cfcde1bad7ded16a753102.jpg')\n",
      "('You (You #1)', 'Five', 43.61, 'thriller_37', 14.0, ' https://books.toscrape.com/catalogue/media/cache/f2/f1/f2f19169771a8a8e1a4b72f22e799de8.jpg')\n",
      "('Wonder Woman: Earth One, Volume One (Wonder Woman: Earth One #1)', 'Four', 37.34, 'sequential-art_5', 14.0, ' https://books.toscrape.com/catalogue/media/cache/b6/6a/b66a733a0fd2c0ed2cffaf5d2d9dd146.jpg')\n",
      "('Wild Swans', 'Two', 14.36, 'young-adult_21', 14.0, ' https://books.toscrape.com/catalogue/media/cache/ad/42/ad42a85570a887faf1b9e12715cf59bf.jpg')\n",
      "('Why the Right Went Wrong: Conservatism--From Goldwater to the Tea Party and Beyond', 'Four', 52.65, 'politics_48', 14.0, ' https://books.toscrape.com/catalogue/media/cache/cd/64/cd64ccda3382d62fea8167eaadd6c9a0.jpg')\n",
      "('Whole Lotta Creativity Going On: 60 Fun and Unusual Exercises to Awaken and Strengthen Your Creativity', 'Four', 38.2, 'nonfiction_13', 14.0, ' https://books.toscrape.com/catalogue/media/cache/e3/d5/e3d59328474571d53aad7d07144e2ef0.jpg')\n",
      "(\"What's It Like in Space?: Stories from Astronauts Who've Been There\", 'Two', 19.6, 'nonfiction_13', 14.0, ' https://books.toscrape.com/catalogue/media/cache/96/6f/966f1fe13d231041bb516c281a675646.jpg')\n",
      "('We Are Robin, Vol. 1: The Vigilante Business (We Are Robin #1)', 'One', 53.9, 'sequential-art_5', 14.0, ' https://books.toscrape.com/catalogue/media/cache/3e/61/3e611e2228ffe66b05f202cd3da0359c.jpg')\n",
      "(\"Walt Disney's Alice in Wonderland\", 'Five', 12.96, 'childrens_11', 14.0, ' https://books.toscrape.com/catalogue/media/cache/0f/65/0f65a1f2a3705c67b3d2a787ab3e8b99.jpg')\n",
      "('V for Vendetta (V for Vendetta Complete)', 'Four', 37.1, 'default_15', 14.0, ' https://books.toscrape.com/catalogue/media/cache/9d/3f/9d3f79bdbfe9a9caea353627b6685699.jpg')\n",
      "('Until Friday Night (The Field Party #1)', 'Two', 46.31, 'young-adult_21', 14.0, ' https://books.toscrape.com/catalogue/media/cache/e1/24/e1249f72129bd4b788ffd0cdd7834c24.jpg')\n",
      "('Unbroken: A World War II Story of Survival, Resilience, and Redemption', 'Two', 45.95, 'default_15', 14.0, ' https://books.toscrape.com/catalogue/media/cache/e6/95/e6956bac63c9e1e6df6dac4db3a0ec0d.jpg')\n",
      "('Twenty Yawns', 'Two', 22.08, 'childrens_11', 14.0, ' https://books.toscrape.com/catalogue/media/cache/40/d7/40d7f9433c2f23370659c925a45fdcad.jpg')\n",
      "('Through the Woods', 'Two', 25.38, 'sequential-art_5', 14.0, ' https://books.toscrape.com/catalogue/media/cache/ac/07/ac07aa5cfd42e6192bb801a749263bba.jpg')\n",
      "('This Is Where It Ends', 'Two', 27.12, 'young-adult_21', 14.0, ' https://books.toscrape.com/catalogue/media/cache/8e/dc/8edc314a67ed5ddad7bd0a2f30ad3238.jpg')\n",
      "('The Year of Magical Thinking', 'Two', 43.04, 'nonfiction_13', 14.0, ' https://books.toscrape.com/catalogue/media/cache/06/2a/062af372ae666a16fa7e67ced2d1187c.jpg')\n",
      "('The Wright Brothers', 'Four', 56.8, 'default_15', 14.0, ' https://books.toscrape.com/catalogue/media/cache/51/98/51985c3a61a47b8de85239b9e3b2a938.jpg')\n",
      "(\"The White Queen (The Cousins' War #1)\", 'Five', 25.91, 'add-a-comment_18', 14.0, ' https://books.toscrape.com/catalogue/media/cache/11/40/11400b5532ad710359584a68db50f33c.jpg')\n",
      "(\"The Wedding Pact (The O'Malleys #2)\", 'Three', 32.61, 'romance_8', 14.0, ' https://books.toscrape.com/catalogue/media/cache/21/53/21539e305aa09ec40b36daa43db3f2fe.jpg')\n",
      "('The Time Keeper', 'Five', 27.88, 'fiction_10', 14.0, ' https://books.toscrape.com/catalogue/media/cache/37/d1/37d108ff5b19028a52ddd73dba35d543.jpg')\n",
      "('The Testament of Mary', 'Four', 52.67, 'fiction_10', 14.0, ' https://books.toscrape.com/catalogue/media/cache/06/a6/06a62270c0700ae3c537cf394cf145ee.jpg')\n",
      "('The Star-Touched Queen', 'Five', 46.02, 'fantasy_19', 14.0, ' https://books.toscrape.com/catalogue/media/cache/ac/1a/ac1a0546d9cdf6cd82ab7712a6c418df.jpg')\n",
      "('The Songs of the Gods', 'Five', 44.48, 'default_15', 14.0, ' https://books.toscrape.com/catalogue/media/cache/08/ad/08add5c58ff717da1b00d5dda3f7c637.jpg')\n",
      "('The Song of Achilles', 'Five', 37.4, 'add-a-comment_18', 14.0, ' https://books.toscrape.com/catalogue/media/cache/4e/56/4e56783b21a3a5c73e32e59241a351ac.jpg')\n",
      "('The Rosie Project (Don Tillman #1)', 'One', 54.04, 'default_15', 14.0, ' https://books.toscrape.com/catalogue/media/cache/45/db/45db8e5d17ac3683cce97977d162dc94.jpg')\n",
      "('The Power of Habit: Why We Do What We Do in Life and Business', 'Three', 16.88, 'default_15', 14.0, ' https://books.toscrape.com/catalogue/media/cache/03/be/03beffe578a7839374f7060639ce914d.jpg')\n",
      "('The Marriage of Opposites', 'Four', 28.08, 'historical-fiction_4', 14.0, ' https://books.toscrape.com/catalogue/media/cache/33/8e/338e196723f3fb10d5c6990fe54be61d.jpg')\n",
      "('The Lucifer Effect: Understanding How Good People Turn Evil', 'One', 10.4, 'psychology_26', 14.0, ' https://books.toscrape.com/catalogue/media/cache/4b/2a/4b2a574e8382dcac92d046d30d2c27fc.jpg')\n",
      "('The Long Haul (Diary of a Wimpy Kid #9)', 'One', 44.07, 'humor_30', 14.0, ' https://books.toscrape.com/catalogue/media/cache/b1/e6/b1e6c747381261cd6e60ac9d350c4bab.jpg')\n",
      "('The Loney', 'One', 23.4, 'horror_31', 14.0, ' https://books.toscrape.com/catalogue/media/cache/84/cc/84cc7f93a8c6c766a6297a23227e68e8.jpg')\n",
      "('The Literature Book (Big Ideas Simply Explained)', 'Three', 17.43, 'nonfiction_13', 14.0, ' https://books.toscrape.com/catalogue/media/cache/b7/95/b79552e4f08ebad6516f6ddefbb7bd92.jpg')\n",
      "('The Last Mile (Amos Decker #2)', 'Two', 54.21, 'mystery_3', 14.0, ' https://books.toscrape.com/catalogue/media/cache/e6/dc/e6dcc8f75214eb14edc1ce09c98f3d71.jpg')\n",
      "('The Immortal Life of Henrietta Lacks', 'Two', 40.67, 'add-a-comment_18', 14.0, ' https://books.toscrape.com/catalogue/media/cache/92/4d/924d855a0ad5774410b0bb7c71afa788.jpg')\n",
      "('The Hidden Oracle (The Trials of Apollo #1)', 'Two', 52.26, 'fantasy_19', 14.0, ' https://books.toscrape.com/catalogue/media/cache/7c/55/7c550a26f03e12343d0c6b4474b3eb1e.jpg')\n",
      "('The Help Yourself Cookbook for Kids: 60 Easy Plant-Based Recipes Kids Can Make to Stay Healthy and Save the Earth', 'Three', 28.77, 'food-and-drink_33', 14.0, ' https://books.toscrape.com/catalogue/media/cache/bc/eb/bceb609c54f7739682b319a27a5b9783.jpg')\n",
      "('The Guilty (Will Robie #4)', 'Two', 13.82, 'thriller_37', 14.0, ' https://books.toscrape.com/catalogue/media/cache/7f/fd/7ffdc9c4b7bf965990c59460da9b66b7.jpg')\n",
      "('The First Hostage (J.B. Collins #2)', 'Three', 25.85, 'fiction_10', 14.0, ' https://books.toscrape.com/catalogue/media/cache/81/3e/813e1d11126330de52d9368e78d116cc.jpg')\n",
      "('The Dovekeepers', 'One', 48.78, 'add-a-comment_18', 14.0, ' https://books.toscrape.com/catalogue/media/cache/24/86/248641d1d03b4dbfe3a7db4e20552973.jpg')\n",
      "('The Darkest Lie', 'Five', 35.35, 'young-adult_21', 14.0, ' https://books.toscrape.com/catalogue/media/cache/3b/6a/3b6ae7b1d7736819f4f44605441e283e.jpg')\n",
      "('The Bane Chronicles (The Bane Chronicles #1-11)', 'Four', 44.73, 'fantasy_19', 14.0, ' https://books.toscrape.com/catalogue/media/cache/e9/fe/e9fed5b725a6badd26ef93175fdc248b.jpg')\n",
      "('The Bad-Ass Librarians of Timbuktu: And Their Race to Save the Worldâ\\x80\\x99s Most Precious Manuscripts', 'One', 15.77, 'nonfiction_13', 14.0, ' https://books.toscrape.com/catalogue/media/cache/c4/d7/c4d78673f6228b246d5d547c29eaa58b.jpg')\n",
      "('The 14th Colony (Cotton Malone #11)', 'One', 39.24, 'thriller_37', 14.0, ' https://books.toscrape.com/catalogue/media/cache/5b/3e/5b3e36ce7c82e9dd8b416a23531c0121.jpg')\n",
      "('That Darkness (Gardiner and Renner #1)', 'One', 13.92, 'mystery_3', 14.0, ' https://books.toscrape.com/catalogue/media/cache/23/b8/23b81994234ac127d701db1531a08e48.jpg')\n",
      "('Tastes Like Fear (DI Marnie Rome #3)', 'One', 10.69, 'mystery_3', 14.0, ' https://books.toscrape.com/catalogue/media/cache/74/9b/749bca168778cf35fdb2441a9d6b403f.jpg')\n",
      "('Take Me with You', 'Three', 45.21, 'fiction_10', 14.0, ' https://books.toscrape.com/catalogue/media/cache/bd/ad/bdad8933d15df7d7c6f3a16a9315048b.jpg')\n",
      "('Swell: A Year of Waves', 'One', 45.58, 'nonfiction_13', 14.0, ' https://books.toscrape.com/catalogue/media/cache/7d/a6/7da658ca2d3fce1a9958fb754a179ba8.jpg')\n",
      "('Superman Vol. 1: Before Truth (Superman by Gene Luen Yang #1)', 'Five', 11.89, 'sequential-art_5', 14.0, ' https://books.toscrape.com/catalogue/media/cache/31/32/3132ce8535ec612bf8588a5bc62998d4.jpg')\n",
      "('Still Life with Bread Crumbs', 'Three', 26.41, 'fiction_10', 14.0, ' https://books.toscrape.com/catalogue/media/cache/a3/eb/a3ebe1ca5df0d3ff3e3d2b8fb8b2a551.jpg')\n",
      "('Steve Jobs', 'Five', 39.5, 'default_15', 14.0, ' https://books.toscrape.com/catalogue/media/cache/70/a4/70a49dbcdbbdbc8b7264d254d8197ecd.jpg')\n",
      "('Sorting the Beef from the Bull: The Science of Food Fraud Forensics', 'Four', 44.74, 'science_22', 14.0, ' https://books.toscrape.com/catalogue/media/cache/5d/a5/5da545b9d44464af8b3d0a9511a050ca.jpg')\n",
      "('Someone Like You (The Harrisons #2)', 'Five', 52.79, 'contemporary_38', 14.0, ' https://books.toscrape.com/catalogue/media/cache/03/67/03672d82cd257167775d88568d2cce38.jpg')\n",
      "('So Cute It Hurts!!, Vol. 6 (So Cute It Hurts!! #6)', 'Four', 35.43, 'sequential-art_5', 14.0, ' https://books.toscrape.com/catalogue/media/cache/53/ea/53ead08572cc44510da38edf559722d1.jpg')\n",
      "('Shtum', 'Four', 55.84, 'fiction_10', 14.0, ' https://books.toscrape.com/catalogue/media/cache/63/62/63623a0b014b1f26e49aa61786e6e708.jpg')\n",
      "('See America: A Celebration of Our National Parks & Treasured Sites', 'Three', 48.87, 'travel_2', 14.0, ' https://books.toscrape.com/catalogue/media/cache/c7/1a/c71a85dbf8c2dbc75cb271026618477c.jpg')\n",
      "('salt.', 'Four', 46.78, 'poetry_23', 14.0, ' https://books.toscrape.com/catalogue/media/cache/c9/92/c9924f9637aef6d9fc8e165be62f69ee.jpg')\n",
      "('Robin War', 'Three', 47.82, 'sequential-art_5', 14.0, ' https://books.toscrape.com/catalogue/media/cache/08/e3/08e3fff11713d162620c920a2574e149.jpg')\n",
      "('Red Hood/Arsenal, Vol. 1: Open for Business (Red Hood/Arsenal #1)', 'Two', 25.48, 'sequential-art_5', 14.0, ' https://books.toscrape.com/catalogue/media/cache/7a/23/7a2319e460168eff8d91828ff380849c.jpg')\n",
      "('Rain Fish', 'Three', 23.57, 'childrens_11', 14.0, ' https://books.toscrape.com/catalogue/media/cache/ea/1f/ea1f22fa3179f3f84fbadd24fe89a1fd.jpg')\n",
      "('Quarter Life Poetry: Poems for the Young, Broke and Hangry', 'Five', 50.89, 'poetry_23', 14.0, ' https://books.toscrape.com/catalogue/media/cache/68/92/68922093080c377fa521ba64d8d372e1.jpg')\n",
      "('Pet Sematary', 'Three', 10.56, 'horror_31', 14.0, ' https://books.toscrape.com/catalogue/media/cache/99/ef/99ef2f3987ee016bdd120a4579ef98f5.jpg')\n",
      "('Overload: How to Unplug, Unwind, and Unleash Yourself from the Pressure of Stress', 'Three', 52.15, 'self-help_41', 14.0, ' https://books.toscrape.com/catalogue/media/cache/7f/6b/7f6bfd0fc24b974b4d7721899e93aa2c.jpg')\n",
      "('Once Was a Time', 'Two', 18.28, 'childrens_11', 14.0, ' https://books.toscrape.com/catalogue/media/cache/e6/5e/e65e45701ce6d2da8c5cf31d6208ff02.jpg')\n",
      "('Old School (Diary of a Wimpy Kid #10)', 'Five', 11.83, 'humor_30', 14.0, ' https://books.toscrape.com/catalogue/media/cache/55/82/5582626cb185a8eb2914c15d5287afbd.jpg')\n",
      "('No Dream Is Too High: Life Lessons From a Man Who Walked on the Moon', 'Two', 21.95, 'nonfiction_13', 14.0, ' https://books.toscrape.com/catalogue/media/cache/c6/e5/c6e596ddbcd5d5f448d1bae14f2e09d3.jpg')\n",
      "('Naruto (3-in-1 Edition), Vol. 14: Includes Vols. 40, 41 & 42 (Naruto: Omnibus #14)', 'Two', 38.39, 'sequential-art_5', 14.0, ' https://books.toscrape.com/catalogue/media/cache/0b/b8/0bb8bd42d6b58c7966ba67472a55f905.jpg')\n",
      "('My Name Is Lucy Barton', 'One', 41.56, 'fiction_10', 14.0, ' https://books.toscrape.com/catalogue/media/cache/28/db/28db43984c765a1d02fd3495f5c52eb6.jpg')\n",
      "('My Mrs. Brown', 'Three', 24.48, 'fiction_10', 14.0, ' https://books.toscrape.com/catalogue/media/cache/2d/a3/2da3464fa2010bebedfba9eca77e42be.jpg')\n",
      "('My Kind of Crazy', 'One', 40.36, 'young-adult_21', 14.0, ' https://books.toscrape.com/catalogue/media/cache/2b/38/2b38dc9b90299a9755fb15bed3293342.jpg')\n",
      "('Mr. Mercedes (Bill Hodges Trilogy #1)', 'One', 28.9, 'fiction_10', 14.0, ' https://books.toscrape.com/catalogue/media/cache/65/7f/657f9a3b7c0579c7fa499dddddd59422.jpg')\n",
      "('More Than Music (Chasing the Dream #1)', 'Two', 37.61, 'add-a-comment_18', 14.0, ' https://books.toscrape.com/catalogue/media/cache/e7/00/e7000cd6975d8932b9178de9386b944d.jpg')\n",
      "('Made to Stick: Why Some Ideas Survive and Others Die', 'Five', 38.85, 'business_35', 14.0, ' https://books.toscrape.com/catalogue/media/cache/1e/3e/1e3e1572e17ade03b21c44617fbc4d68.jpg')\n",
      "('Luis Paints the World', 'Three', 53.95, 'childrens_11', 14.0, ' https://books.toscrape.com/catalogue/media/cache/34/1e/341e9af2106811a4ca8e56ce92762580.jpg')\n",
      "('Luckiest Girl Alive', 'Three', 49.83, 'default_15', 14.0, ' https://books.toscrape.com/catalogue/media/cache/2d/61/2d6124f9d5328469e7ce5e4c04326ca5.jpg')\n",
      "('Lowriders to the Center of the Earth (Lowriders in Space #2)', 'Two', 51.51, 'sequential-art_5', 14.0, ' https://books.toscrape.com/catalogue/media/cache/30/d0/30d033fe3d7be21522498ce2b30d58d6.jpg')\n",
      "('Love Is a Mix Tape (Music #1)', 'One', 18.03, 'music_14', 14.0, ' https://books.toscrape.com/catalogue/media/cache/b2/43/b2430e3958014d962042a14a912151ac.jpg')\n",
      "('Looking for Lovely: Collecting the Moments that Matter', 'Five', 29.14, 'nonfiction_13', 14.0, ' https://books.toscrape.com/catalogue/media/cache/f8/c7/f8c761844f257fed04cce95f9506cba4.jpg')\n",
      "('Living Leadership by Insight: A Good Leader Achieves, a Great Leader Builds Monuments', 'Four', 46.91, 'default_15', 14.0, ' https://books.toscrape.com/catalogue/media/cache/b3/20/b3201b03b2fd03915b1f85522be971af.jpg')\n",
      "('Let It Out: A Journey Through Journaling', 'Five', 26.79, 'nonfiction_13', 14.0, ' https://books.toscrape.com/catalogue/media/cache/2c/15/2c157b05b7b7014be2a05a5bdeca80e7.jpg')\n",
      "('Lady Midnight (The Dark Artifices #1)', 'Five', 16.28, 'default_15', 14.0, ' https://books.toscrape.com/catalogue/media/cache/bb/80/bb80ecf408c9ecf1cc3652fa8947d245.jpg')\n",
      "(\"It's All Easy: Healthy, Delicious Weeknight Meals in under 30 Minutes\", 'One', 19.55, 'food-and-drink_33', 14.0, ' https://books.toscrape.com/catalogue/media/cache/38/08/380869ceca4ab70f8620b02187bdf60a.jpg')\n",
      "('Island of Dragons (Unwanteds #7)', 'One', 29.65, 'fantasy_19', 14.0, ' https://books.toscrape.com/catalogue/media/cache/0f/65/0f6563cce3cc893cde20b088f6fd4107.jpg')\n",
      "(\"I Know What I'm Doing -- and Other Lies I Tell Myself: Dispatches from a Life Under Construction\", 'Four', 25.98, 'humor_30', 14.0, ' https://books.toscrape.com/catalogue/media/cache/04/ab/04ab560690b2383512d2fdf4c6366b1e.jpg')\n",
      "('I Am Pilgrim (Pilgrim #1)', 'Four', 10.6, 'fiction_10', 14.0, ' https://books.toscrape.com/catalogue/media/cache/8d/a3/8da36f821f35b795a3a420c84ca9737e.jpg')\n",
      "('Hyperbole and a Half: Unfortunate Situations, Flawed Coping Mechanisms, Mayhem, and Other Things That Happened', 'Five', 14.75, 'humor_30', 14.0, ' https://books.toscrape.com/catalogue/media/cache/25/1d/251df0eb9b321159b0ee348d4a9da2af.jpg')\n",
      "('Hush, Hush (Hush, Hush #1)', 'Three', 47.02, 'default_15', 14.0, ' https://books.toscrape.com/catalogue/media/cache/0d/e9/0de97404e7bbd00d7aa6cd429b0de1da.jpg')\n",
      "('Hold Your Breath (Search and Rescue #1)', 'One', 28.82, 'romance_8', 14.0, ' https://books.toscrape.com/catalogue/media/cache/3d/4d/3d4d8e92429144f6c807adc4b15b7f80.jpg')\n",
      "('Hamilton: The Revolution', 'Three', 58.79, 'nonfiction_13', 14.0, ' https://books.toscrape.com/catalogue/media/cache/03/1f/031f508a4a8ef70743ea7e9d4f598d38.jpg')\n",
      "('Greek Mythic History', 'Five', 10.23, 'default_15', 14.0, ' https://books.toscrape.com/catalogue/media/cache/b0/45/b04568c8b10a2aef00eaecafefac7ee0.jpg')\n",
      "('God: The Most Unpleasant Character in All Fiction', 'Five', 30.03, 'religion_12', 14.0, ' https://books.toscrape.com/catalogue/media/cache/41/d8/41d8915a712c2a56f1c5182c11445551.jpg')\n",
      "('Glory over Everything: Beyond The Kitchen House', 'Three', 45.84, 'historical-fiction_4', 14.0, ' https://books.toscrape.com/catalogue/media/cache/06/ac/06ac98df817412ce2419c4509fa98c80.jpg')\n",
      "('Feathers: Displays of Brilliant Plumage', 'Three', 49.05, 'art_25', 14.0, ' https://books.toscrape.com/catalogue/media/cache/0a/d4/0ad48326a0d2dbda145c94e1d50ef673.jpg')\n",
      "('Far & Away: Places on the Brink of Change: Seven Continents, Twenty-Five Years', 'Four', 15.06, 'nonfiction_13', 14.0, ' https://books.toscrape.com/catalogue/media/cache/65/c4/65c4530fe298242e8b64c9ab8dd0c2d6.jpg')\n",
      "('Every Last Word', 'Three', 46.47, 'default_15', 14.0, ' https://books.toscrape.com/catalogue/media/cache/c8/2d/c82df316ba150c761cd0b42b05930697.jpg')\n",
      "('Eligible (The Austen Project #4)', 'Three', 27.09, 'fiction_10', 14.0, ' https://books.toscrape.com/catalogue/media/cache/0a/9a/0a9a0b211bee87b544bd97a8320a0b73.jpg')\n",
      "('El Deafo', 'Five', 57.62, 'sequential-art_5', 14.0, ' https://books.toscrape.com/catalogue/media/cache/95/4b/954b63f24b0e4c1c5ce494b33f694b73.jpg')\n",
      "('Eight Hundred Grapes', 'Four', 14.39, 'fiction_10', 14.0, ' https://books.toscrape.com/catalogue/media/cache/5b/34/5b34d6d54467af2d5e44a5f91031adf2.jpg')\n",
      "('Eaternity: More than 150 Deliciously Easy Vegan Recipes for a Long, Healthy, Satisfied, Joyful Life', 'Five', 51.75, 'nonfiction_13', 14.0, ' https://books.toscrape.com/catalogue/media/cache/8e/93/8e93f7095bcb98006b620dae07ef5514.jpg')\n",
      "('Eat Fat, Get Thin', 'Two', 54.07, 'health_47', 14.0, ' https://books.toscrape.com/catalogue/media/cache/a7/6b/a76b04d5de0b2f8f038c9ac27f4d2a42.jpg')\n",
      "(\"Don't Get Caught\", 'One', 55.35, 'young-adult_21', 14.0, ' https://books.toscrape.com/catalogue/media/cache/78/11/78112d48a74583a7acc24a2b46a9f59d.jpg')\n",
      "('Doctor Sleep (The Shining #2)', 'Two', 40.12, 'horror_31', 14.0, ' https://books.toscrape.com/catalogue/media/cache/30/05/30053f9d8549febc67059c52fca65744.jpg')\n",
      "('Demigods & Magicians: Percy and Annabeth Meet the Kanes (Percy Jackson & Kane Chronicles Crossover #1-3)', 'Five', 37.51, 'fantasy_19', 14.0, ' https://books.toscrape.com/catalogue/media/cache/b7/d5/b7d558f31dc9803aeb6c76009fdea5bc.jpg')\n",
      "('Dear Mr. Knightley', 'Five', 11.21, 'fiction_10', 14.0, ' https://books.toscrape.com/catalogue/media/cache/e1/8d/e18dc724d16d7501dcaaa56bdb49c16d.jpg')\n",
      "('Daily Fantasy Sports', 'One', 36.58, 'default_15', 14.0, ' https://books.toscrape.com/catalogue/media/cache/f6/65/f6656d023fae1a6219bbe85219d59fd2.jpg')\n",
      "('Crazy Love: Overwhelmed by a Relentless God', 'Two', 47.72, 'christian_43', 14.0, ' https://books.toscrape.com/catalogue/media/cache/5d/34/5d344393618369df3f560e018b1d9853.jpg')\n",
      "('Cometh the Hour (The Clifton Chronicles #6)', 'Three', 25.01, 'fiction_10', 14.0, ' https://books.toscrape.com/catalogue/media/cache/a0/f6/a0f6ff77c5f4604f88b1c74bbf669995.jpg')\n",
      "('Code Name Verity (Code Name Verity #1)', 'Four', 22.13, 'add-a-comment_18', 14.0, ' https://books.toscrape.com/catalogue/media/cache/65/9a/659ada7d88e3bda8db70f7e5312a39e2.jpg')\n",
      "('Clockwork Angel (The Infernal Devices #1)', 'One', 44.14, 'default_15', 14.0, ' https://books.toscrape.com/catalogue/media/cache/2f/9f/2f9ff4e4be85da448b02108171b54c3b.jpg')\n",
      "('City of Glass (The Mortal Instruments #3)', 'Four', 56.02, 'fantasy_19', 14.0, ' https://books.toscrape.com/catalogue/media/cache/10/66/106624e3f3bf865390255be16dfb71d8.jpg')\n",
      "('City of Fallen Angels (The Mortal Instruments #4)', 'Four', 11.23, 'default_15', 14.0, ' https://books.toscrape.com/catalogue/media/cache/21/46/2146903b83225c6a74b42a0f19a54e5d.jpg')\n",
      "('City of Bones (The Mortal Instruments #1)', 'One', 43.28, 'default_15', 14.0, ' https://books.toscrape.com/catalogue/media/cache/7e/98/7e987ded586edb92faf57a0af78f1498.jpg')\n",
      "('City of Ashes (The Mortal Instruments #2)', 'One', 47.27, 'default_15', 14.0, ' https://books.toscrape.com/catalogue/media/cache/f0/90/f090a59e89a8d38bb1bcdc2137b18262.jpg')\n",
      "('Cell', 'Four', 20.29, 'add-a-comment_18', 14.0, ' https://books.toscrape.com/catalogue/media/cache/03/da/03da11f81eda5e742df8a39e90c21c70.jpg')\n",
      "('Catching Jordan (Hundred Oaks)', 'Three', 50.83, 'young-adult_21', 14.0, ' https://books.toscrape.com/catalogue/media/cache/f4/8b/f48b76634af0040d4eea1ee896d3676b.jpg')\n",
      "('Carry On, Warrior: Thoughts on Life Unarmed', 'Three', 31.85, 'default_15', 14.0, ' https://books.toscrape.com/catalogue/media/cache/d1/6b/d16b11b4c957d39bea33a43a96bf9e4c.jpg')\n",
      "('Carrie', 'Two', 46.23, 'default_15', 14.0, ' https://books.toscrape.com/catalogue/media/cache/6b/79/6b794e3dc0a32702b2132e2195f6c30f.jpg')\n",
      "('Buying In: The Secret Dialogue Between What We Buy and Who We Are', 'Four', 37.8, 'nonfiction_13', 14.0, ' https://books.toscrape.com/catalogue/media/cache/db/36/db3686ef6b30490998c1b24dbdf730d8.jpg')\n",
      "('Brain on Fire: My Month of Madness', 'Five', 49.32, 'nonfiction_13', 14.0, ' https://books.toscrape.com/catalogue/media/cache/03/2c/032c97318d71f028d40ab6f5d2ae023f.jpg')\n",
      "('Batman: Europa', 'Two', 32.01, 'sequential-art_5', 14.0, ' https://books.toscrape.com/catalogue/media/cache/dc/f7/dcf7314eb8526366ae9179d1f94bc78e.jpg')\n",
      "('Barefoot Contessa Back to Basics', 'One', 28.01, 'food-and-drink_33', 14.0, ' https://books.toscrape.com/catalogue/media/cache/29/b1/29b1f537504f37527f1bf8182559684e.jpg')\n",
      "(\"Barefoot Contessa at Home: Everyday Recipes You'll Make Over and Over Again\", 'Five', 50.62, 'food-and-drink_33', 14.0, ' https://books.toscrape.com/catalogue/media/cache/4e/92/4e92fef6b2d96fb732480c484dcb1a98.jpg')\n",
      "('Balloon Animals', 'Three', 17.03, 'fiction_10', 14.0, ' https://books.toscrape.com/catalogue/media/cache/f3/fc/f3fc38185b3b6ede38fd9dea2590c01f.jpg')\n",
      "('Art Ops Vol. 1', 'Three', 48.8, 'sequential-art_5', 14.0, ' https://books.toscrape.com/catalogue/media/cache/36/36/3636bc73e33a70300d8265667373d622.jpg')\n",
      "('Aristotle and Dante Discover the Secrets of the Universe (Aristotle and Dante Discover the Secrets of the Universe #1)', 'Four', 58.14, 'young-adult_21', 14.0, ' https://books.toscrape.com/catalogue/media/cache/e5/3a/e53a42b20d0c60634289aaad3fbb75c6.jpg')\n",
      "('Angels Walking (Angels Walking #1)', 'Two', 34.2, 'add-a-comment_18', 14.0, ' https://books.toscrape.com/catalogue/media/cache/ba/d9/bad95369105e8e403bf1f2b9288c5e41.jpg')\n",
      "('Angels & Demons (Robert Langdon #1)', 'Three', 51.48, 'default_15', 14.0, ' https://books.toscrape.com/catalogue/media/cache/c2/fd/c2fd7fed7aa38d095127d2ec62726b17.jpg')\n",
      "('All the Light We Cannot See', 'Five', 29.87, 'historical_42', 14.0, ' https://books.toscrape.com/catalogue/media/cache/a6/96/a696c1d6bb1ff8f65f51a116160b2aef.jpg')\n",
      "('Adulthood Is a Myth: A \"Sarah\\'s Scribbles\" Collection', 'Two', 10.9, 'sequential-art_5', 14.0, ' https://books.toscrape.com/catalogue/media/cache/bd/b8/bdb8adf93cb0a6778930ccd543dd9b37.jpg')\n",
      "('Abstract City', 'Five', 56.37, 'nonfiction_13', 14.0, ' https://books.toscrape.com/catalogue/media/cache/5f/5e/5f5e2741d6c84f05fdd5adf8ba0d5642.jpg')\n",
      "('A Time of Torment (Charlie Parker #14)', 'Five', 48.35, 'mystery_3', 14.0, ' https://books.toscrape.com/catalogue/media/cache/f1/37/f137a410ed7d6fcfce17d081caf97915.jpg')\n",
      "('A Study in Scarlet (Sherlock Holmes #1)', 'Two', 16.73, 'mystery_3', 14.0, ' https://books.toscrape.com/catalogue/media/cache/27/40/274003f2720f82844873945b87af6c19.jpg')\n",
      "('A Series of Catastrophes and Miracles: A True Story of Love, Science, and Cancer', 'Two', 56.48, 'add-a-comment_18', 14.0, ' https://books.toscrape.com/catalogue/media/cache/07/5f/075fff6094c0805f9f6b9e12561aeb87.jpg')\n",
      "(\"A People's History of the United States\", 'Two', 40.79, 'add-a-comment_18', 14.0, ' https://books.toscrape.com/catalogue/media/cache/bd/93/bd930adc47ee0dc240f8134f70f431ad.jpg')\n",
      "('A Man Called Ove', 'One', 39.72, 'fiction_10', 14.0, ' https://books.toscrape.com/catalogue/media/cache/e9/e2/e9e22f047d6733f6c9dbbb8bf5342b09.jpg')\n",
      "('A Distant Mirror: The Calamitous 14th Century', 'Three', 14.58, 'history_32', 14.0, ' https://books.toscrape.com/catalogue/media/cache/d8/0a/d80ac19cd0aef94c5ac257b1eb3c1d37.jpg')\n",
      "('A Brush of Wings (Angels Walking #3)', 'One', 55.51, 'add-a-comment_18', 14.0, ' https://books.toscrape.com/catalogue/media/cache/19/11/1911d173c8e812518900af9aa16d9e46.jpg')\n",
      "('1491: New Revelations of the Americas Before Columbus', 'Three', 21.8, 'history_32', 14.0, ' https://books.toscrape.com/catalogue/media/cache/2d/d2/2dd235d80326531092c70e191d630c7d.jpg')\n",
      "('The Three Searches, Meaning, and the Story', 'Three', 13.33, 'default_15', 13.0, ' https://books.toscrape.com/catalogue/media/cache/35/ec/35ec45c2c5ed5eceb29fe5823ee9744e.jpg')\n",
      "('Searching for Meaning in Gailana', 'One', 38.73, 'fantasy_19', 13.0, ' https://books.toscrape.com/catalogue/media/cache/9e/b4/9eb4396139c421fc9f832011c68adb2c.jpg')\n",
      "('Rook', 'Four', 37.86, 'add-a-comment_18', 13.0, ' https://books.toscrape.com/catalogue/media/cache/64/ab/64ab238bea10c4f25fa5bc9129a35370.jpg')\n",
      "('My Kitchen Year: 136 Recipes That Saved My Life', 'Two', 11.53, 'food-and-drink_33', 13.0, ' https://books.toscrape.com/catalogue/media/cache/70/48/7048787b6fdc04627217bf39465acb7e.jpg')\n",
      "('13 Hours: The Inside Account of What Really Happened In Benghazi', 'One', 27.06, 'nonfiction_13', 13.0, ' https://books.toscrape.com/catalogue/media/cache/db/8d/db8dda82c57fd0c2b466d40c04ed6075.jpg')\n",
      "(\"Will You Won't You Want Me?\", 'Three', 13.86, 'womens-fiction_9', 12.0, ' https://books.toscrape.com/catalogue/media/cache/b9/ef/b9efe934eaeb1f51ad31a971188d7bc3.jpg')\n",
      "('Tipping Point for Planet Earth: How Close Are We to the Edge?', 'One', 37.55, 'science_22', 12.0, ' https://books.toscrape.com/catalogue/media/cache/8e/cb/8ecbec21e76445ee83229a439e22aeaa.jpg')\n",
      "('The Star-Touched Queen', 'Five', 32.3, 'fantasy_19', 12.0, ' https://books.toscrape.com/catalogue/media/cache/dc/57/dc57f908a0a2e130a5c065893a9005dd.jpg')\n",
      "('The Silent Sister (Riley MacPherson #1)', 'Five', 46.29, 'fiction_10', 12.0, ' https://books.toscrape.com/catalogue/media/cache/98/df/98df70802a22c17dac6026645da4ab87.jpg')\n",
      "('The Midnight Watch: A Novel of the Titanic and the Californian', 'One', 26.2, 'add-a-comment_18', 12.0, ' https://books.toscrape.com/catalogue/media/cache/d8/63/d8630e50f24c22765c9591a9297ff2e1.jpg')\n",
      "('The Lonely City: Adventures in the Art of Being Alone', 'Two', 33.26, 'nonfiction_13', 12.0, ' https://books.toscrape.com/catalogue/media/cache/79/66/79660d2683a90670aa014cae6e02b2dc.jpg')\n",
      "('The Gray Rhino: How to Recognize and Act on the Obvious Dangers We Ignore', 'Four', 59.15, 'add-a-comment_18', 12.0, ' https://books.toscrape.com/catalogue/media/cache/39/a9/39a9cca83d84bff87903d4addbef4941.jpg')\n",
      "('The Golden Condom: And Other Essays on Love Lost and Found', 'One', 39.43, 'psychology_26', 12.0, ' https://books.toscrape.com/catalogue/media/cache/e8/b4/e8b404939ad2b1cc9d896ba646919b17.jpg')\n",
      "('The Epidemic (The Program 0.6)', 'Five', 14.44, 'young-adult_21', 12.0, ' https://books.toscrape.com/catalogue/media/cache/b6/2f/b62f16c69886271a55d3717883323283.jpg')\n",
      "('The Dinner Party', 'Two', 56.54, 'fiction_10', 12.0, ' https://books.toscrape.com/catalogue/media/cache/a5/ad/a5ad88ff798c629eb24b19188c1ea902.jpg')\n",
      "('The Diary of a Young Girl', 'Three', 59.9, 'nonfiction_13', 12.0, ' https://books.toscrape.com/catalogue/media/cache/eb/26/eb2622ca0a304963d3bac0efa1bad775.jpg')\n",
      "('The Children', 'Three', 11.88, 'add-a-comment_18', 12.0, ' https://books.toscrape.com/catalogue/media/cache/b3/0b/b30bf2a60739293261c9a997c7ae2ef6.jpg')\n",
      "('Stars Above (The Lunar Chronicles #4.5)', 'Two', 48.05, 'young-adult_21', 12.0, ' https://books.toscrape.com/catalogue/media/cache/8f/22/8f221677f6d28eba048ebb505fcfd90a.jpg')\n",
      "('Snatched: How A Drug Queen Went Undercover for the DEA and Was Kidnapped By Colombian Guerillas', 'Three', 21.21, 'nonfiction_13', 12.0, ' https://books.toscrape.com/catalogue/media/cache/17/95/17955609393fb4348e2321228d3e3e4f.jpg')\n",
      "('Raspberry Pi Electronics Projects for the Evil Genius', 'Four', 49.67, 'default_15', 12.0, ' https://books.toscrape.com/catalogue/media/cache/47/a4/47a4a73d7e52e43ea0550ddd5d9ed034.jpg')\n",
      "('Quench Your Own Thirst: Business Lessons Learned Over a Beer or Two', 'One', 43.14, 'business_35', 12.0, ' https://books.toscrape.com/catalogue/media/cache/fe/1a/fe1afbd5caf79c3c957bfc5cf46f141e.jpg')\n",
      "('Psycho: Sanitarium (Psycho #1.5)', 'Five', 36.97, 'horror_31', 12.0, ' https://books.toscrape.com/catalogue/media/cache/91/98/9198cedbd37561f2aa343d3eb04ee703.jpg')\n",
      "('Poisonous (Max Revere Novels #3)', 'Three', 26.8, 'mystery_3', 12.0, ' https://books.toscrape.com/catalogue/media/cache/8d/52/8d52227d29e03695ef755620078b7815.jpg')\n",
      "('One with You (Crossfire #5)', 'Four', 15.71, 'add-a-comment_18', 12.0, ' https://books.toscrape.com/catalogue/media/cache/98/f8/98f8b3354fc18ed6f42ff5c3f9b39056.jpg')\n",
      "('No Love Allowed (Dodge Cove #1)', 'Four', 54.65, 'young-adult_21', 12.0, ' https://books.toscrape.com/catalogue/media/cache/41/e1/41e1fc6ac1122d77a6308544dba8c21e.jpg')\n",
      "('Murder at the 42nd Street Library (Raymond Ambler #1)', 'Four', 54.36, 'mystery_3', 12.0, ' https://books.toscrape.com/catalogue/media/cache/19/74/19748437aac103dbdeb1918062728726.jpg')\n",
      "('Most Wanted', 'Three', 35.28, 'mystery_3', 12.0, ' https://books.toscrape.com/catalogue/media/cache/fa/b5/fab5e650b19b76c5f5d1ce3a626376b1.jpg')\n",
      "('Love, Lies and Spies', 'Two', 20.55, 'historical-fiction_4', 12.0, ' https://books.toscrape.com/catalogue/media/cache/5c/19/5c19785278eaa6bf984ce6659847abc3.jpg')\n",
      "('How to Speak Golf: An Illustrated Guide to Links Lingo', 'Five', 58.32, 'default_15', 12.0, ' https://books.toscrape.com/catalogue/media/cache/43/19/4319716fa8ee2c315d07dc3c9c6762d2.jpg')\n",
      "('Hide Away (Eve Duncan #20)', 'One', 11.84, 'mystery_3', 12.0, ' https://books.toscrape.com/catalogue/media/cache/b2/c5/b2c501b848bccd9cc375771f53c0fb6e.jpg')\n",
      "('Furiously Happy: A Funny Book About Horrible Things', 'Four', 41.46, 'nonfiction_13', 12.0, ' https://books.toscrape.com/catalogue/media/cache/28/4c/284c3b0cbb254825f5bfd60e89d936af.jpg')\n",
      "('Everyday Italian: 125 Simple and Delicious Recipes', 'Five', 20.1, 'food-and-drink_33', 12.0, ' https://books.toscrape.com/catalogue/media/cache/4e/eb/4eebc29c9f3885800e6ae2c62c836145.jpg')\n",
      "(\"Equal Is Unfair: America's Misguided Fight Against Income Inequality\", 'One', 56.86, 'politics_48', 12.0, ' https://books.toscrape.com/catalogue/media/cache/a6/3b/a63b2576d798c2041c602561499a26aa.jpg')\n",
      "('Eleanor & Park', 'Five', 56.51, 'default_15', 12.0, ' https://books.toscrape.com/catalogue/media/cache/15/58/1558d3175d91e870644b8029bac93e13.jpg')\n",
      "('Dirty (Dive Bar #1)', 'Four', 40.83, 'romance_8', 12.0, ' https://books.toscrape.com/catalogue/media/cache/77/54/77540d564fb77611a18b57f12a910b73.jpg')\n",
      "('Can You Keep a Secret? (Fear Street Relaunch #4)', 'One', 48.64, 'horror_31', 12.0, ' https://books.toscrape.com/catalogue/media/cache/03/83/0383a7f9cce4ab8fa1c5db6e69b169c6.jpg')\n",
      "('Boar Island (Anna Pigeon #19)', 'Three', 59.48, 'mystery_3', 12.0, ' https://books.toscrape.com/catalogue/media/cache/91/8c/918c2c95ae90495cdb0371a22b726d82.jpg')\n",
      "('A Paris Apartment', 'Four', 39.01, 'historical-fiction_4', 12.0, ' https://books.toscrape.com/catalogue/media/cache/b3/d9/b3d90aca157d5a250becc8b255a37251.jpg')\n",
      "('A la Mode: 120 Recipes in 60 Pairings: Pies, Tarts, Cakes, Crisps, and More Topped with Ice Cream, Gelato, Frozen Custard, and More', 'One', 38.77, 'food-and-drink_33', 12.0, ' https://books.toscrape.com/catalogue/media/cache/f4/9c/f49c0d70aedc01b5eb0988d35c77550c.jpg')\n",
      "('Troublemaker: Surviving Hollywood and Scientology', 'Two', 48.39, 'default_15', 11.0, ' https://books.toscrape.com/catalogue/media/cache/b3/f9/b3f9298d93e133db3e178d7c2d4130af.jpg')\n",
      "('The Widow', 'Two', 27.26, 'mystery_3', 11.0, ' https://books.toscrape.com/catalogue/media/cache/e4/37/e43737572b04c7ad28b35f3da29eb8dd.jpg')\n",
      "('The Sleep Revolution: Transforming Your Life, One Night at a Time', 'Four', 11.68, 'nonfiction_13', 11.0, ' https://books.toscrape.com/catalogue/media/cache/b7/6a/b76a8c5c12390d9259b6235115ebf024.jpg')\n",
      "('The Improbability of Love', 'One', 59.45, 'fiction_10', 11.0, ' https://books.toscrape.com/catalogue/media/cache/7c/c3/7cc38fa8812d931bf38b10b7d91b4266.jpg')\n",
      "('The Art of Startup Fundraising', 'Three', 21.0, 'business_35', 11.0, ' https://books.toscrape.com/catalogue/media/cache/67/e8/67e81a7a82578a919a48816330836090.jpg')\n",
      "('Take Me Home Tonight (Rock Star Romance #3)', 'Three', 53.98, 'romance_8', 11.0, ' https://books.toscrape.com/catalogue/media/cache/33/72/337240d247fdf020755566e4477e17ca.jpg')\n",
      "('Sleeping Giants (Themis Files #1)', 'One', 48.74, 'science-fiction_16', 11.0, ' https://books.toscrape.com/catalogue/media/cache/ac/a5/aca5de2e61ca2754de496a75dea25f91.jpg')\n",
      "('Setting the World on Fire: The Brief, Astonishing Life of St. Catherine of Siena', 'Two', 21.15, 'biography_36', 11.0, ' https://books.toscrape.com/catalogue/media/cache/86/54/86546f67cb4a3112b15b03a4ec2e7255.jpg')\n",
      "('Playing with Fire', 'Three', 13.71, 'mystery_3', 11.0, ' https://books.toscrape.com/catalogue/media/cache/09/02/0902666ade8ab8183363e53c108e5069.jpg')\n",
      "('Off the Hook (Fishing for Trouble #1)', 'Three', 47.67, 'romance_8', 11.0, ' https://books.toscrape.com/catalogue/media/cache/bc/21/bc214639946c501cd70ff6b752439c76.jpg')\n",
      "('Mothering Sunday', 'Two', 13.34, 'fiction_10', 11.0, ' https://books.toscrape.com/catalogue/media/cache/9b/1a/9b1a03d05c16c71050daefad8840ec91.jpg')\n",
      "('Mother, Can You Not?', 'Five', 16.89, 'nonfiction_13', 11.0, ' https://books.toscrape.com/catalogue/media/cache/88/b4/88b464746c5882cc605827a0521ddcea.jpg')\n",
      "('M Train', 'One', 27.18, 'autobiography_27', 11.0, ' https://books.toscrape.com/catalogue/media/cache/f0/9f/f09fd4a3200b94db86364f308ac02530.jpg')\n",
      "('Lilac Girls', 'Two', 17.28, 'historical-fiction_4', 11.0, ' https://books.toscrape.com/catalogue/media/cache/c0/80/c080a1626edf581b780420db13e7b074.jpg')\n",
      "('Lies and Other Acts of Love', 'One', 45.14, 'fiction_10', 11.0, ' https://books.toscrape.com/catalogue/media/cache/8f/26/8f269de5ec7cef02e538eb0466c68f0c.jpg')\n",
      "('Lab Girl', 'One', 40.85, 'autobiography_27', 11.0, ' https://books.toscrape.com/catalogue/media/cache/26/ff/26ffcda626a5561e483afa19b58db8ac.jpg')\n",
      "('Keep Me Posted', 'Four', 20.46, 'womens-fiction_9', 11.0, ' https://books.toscrape.com/catalogue/media/cache/9c/84/9c845ad6a9d4ecf44d53ac0e3b8f54ae.jpg')\n",
      "(\"It Didn't Start with You: How Inherited Family Trauma Shapes Who We Are and How to End the Cycle\", 'Three', 56.27, 'psychology_26', 11.0, ' https://books.toscrape.com/catalogue/media/cache/d3/26/d326484793116ccc786957d31e4fe912.jpg')\n",
      "('Grey (Fifty Shades #4)', 'Four', 48.49, 'womens-fiction_9', 11.0, ' https://books.toscrape.com/catalogue/media/cache/c8/06/c806501c08d2b2cd72f2362a3da6ab80.jpg')\n",
      "('Exit, Pursued by a Bear', 'Four', 51.34, 'young-adult_21', 11.0, ' https://books.toscrape.com/catalogue/media/cache/fc/8c/fc8c996d0976a29c5c37bc11923a02f1.jpg')\n",
      "('Daredevils', 'Three', 16.34, 'fiction_10', 11.0, ' https://books.toscrape.com/catalogue/media/cache/79/47/79478ba5ab673fbdfe79a745a14fb9de.jpg')\n",
      "('Cravings: Recipes for What You Want to Eat', 'Three', 20.5, 'food-and-drink_33', 11.0, ' https://books.toscrape.com/catalogue/media/cache/7d/b4/7db4a7faaa0ea5134cabbb517bdd6cc7.jpg')\n",
      "('Born for This: How to Find the Work You Were Meant to Do', 'Five', 21.59, 'business_35', 11.0, ' https://books.toscrape.com/catalogue/media/cache/9f/e7/9fe7f6432f216b166cb36f16130f20f6.jpg')\n",
      "('Arena', 'Four', 21.36, 'science-fiction_16', 11.0, ' https://books.toscrape.com/catalogue/media/cache/01/c5/01c50c5f341b8f1d030e9dffba5e5498.jpg')\n",
      "('Adultery', 'Five', 20.88, 'default_15', 11.0, ' https://books.toscrape.com/catalogue/media/cache/f1/3b/f13bef3f1e05d0837bb46956a7a928f1.jpg')\n",
      "(\"A Mother's Reckoning: Living in the Aftermath of Tragedy\", 'Three', 19.53, 'nonfiction_13', 11.0, ' https://books.toscrape.com/catalogue/media/cache/32/86/32861b2d37c7b8da7bbce3a86a27123b.jpg')\n",
      "(\"A Gentleman's Position (Society of Gentlemen #3)\", 'Five', 14.75, 'romance_8', 11.0, ' https://books.toscrape.com/catalogue/media/cache/82/aa/82aa7770711dfc5edc1f5f69a731d08b.jpg')\n",
      "('11/22/63', 'Three', 48.48, 'fiction_10', 11.0, ' https://books.toscrape.com/catalogue/media/cache/4c/4c/4c4ce2398c6ad6c074e8061f739964cc.jpg')\n",
      "('10% Happier: How I Tamed the Voice in My Head, Reduced Stress Without Losing My Edge, and Found Self-Help That Actually Works', 'Two', 24.57, 'nonfiction_13', 10.0, ' https://books.toscrape.com/catalogue/media/cache/dd/89/dd8974991a279418738f38d5561979c4.jpg')\n",
      "('10-Day Green Smoothie Cleanse: Lose Up to 15 Pounds in 10 Days!', 'Five', 49.71, 'health_47', 10.0, ' https://books.toscrape.com/catalogue/media/cache/79/84/7984ef7c568a60372f430c1ddae64034.jpg')\n",
      "('Without Shame', 'Five', 48.27, 'add-a-comment_18', 9.0, ' https://books.toscrape.com/catalogue/media/cache/6c/21/6c21a47589ec756b9ed27e2f331c08de.jpg')\n",
      "('Watchmen', 'Four', 58.05, 'add-a-comment_18', 9.0, ' https://books.toscrape.com/catalogue/media/cache/a0/76/a07621adcf3e13b4d3bcdc0474ab2098.jpg')\n",
      "('Unlimited Intuition Now', 'Four', 58.87, 'default_15', 9.0, ' https://books.toscrape.com/catalogue/media/cache/0a/82/0a82c1dfd5b32349b8ce23bf6186553b.jpg')\n",
      "('Underlying Notes', 'Two', 11.82, 'default_15', 9.0, ' https://books.toscrape.com/catalogue/media/cache/c1/76/c176e12e5d560240086270fa6b762d5d.jpg')\n",
      "('The Shack', 'One', 28.03, 'fiction_10', 9.0, ' https://books.toscrape.com/catalogue/media/cache/4c/ae/4cae2beda2d1c5f851f8971f94fdbc91.jpg')\n",
      "('The New Brand You: Your New Image Makes the Sale for You', 'Five', 44.05, 'default_15', 9.0, ' https://books.toscrape.com/catalogue/media/cache/74/34/74346ce51ac25a32c95ae9dc0d7ca515.jpg')\n",
      "('The Moosewood Cookbook: Recipes from Moosewood Restaurant, Ithaca, New York', 'Four', 12.34, 'food-and-drink_33', 9.0, ' https://books.toscrape.com/catalogue/media/cache/c1/87/c187a9eb27d932f862ac06beec15c24c.jpg')\n",
      "('The Flowers Lied', 'Two', 16.68, 'default_15', 9.0, ' https://books.toscrape.com/catalogue/media/cache/55/c8/55c84e8714aa026c409ac63dc2a01434.jpg')\n",
      "('The Fabric of the Cosmos: Space, Time, and the Texture of Reality', 'One', 55.91, 'science_22', 9.0, ' https://books.toscrape.com/catalogue/media/cache/b2/5a/b25a722c3bab8b311454bc251a75334a.jpg')\n",
      "('The Book of Mormon', 'Three', 24.57, 'religion_12', 9.0, ' https://books.toscrape.com/catalogue/media/cache/d7/c8/d7c885771d5e843cc2db6b0e5183c0c5.jpg')\n",
      "('The Art and Science of Low Carbohydrate Living', 'Five', 52.98, 'health_47', 9.0, ' https://books.toscrape.com/catalogue/media/cache/82/f3/82f3b865f19faad855ec359f86415f79.jpg')\n",
      "('The Alien Club', 'One', 54.4, 'young-adult_21', 9.0, ' https://books.toscrape.com/catalogue/media/cache/15/7c/157c526f6978d80e039e1362ae898fc8.jpg')\n",
      "('Suzie Snowflake: One beautiful flake (a self-esteem story)', 'Five', 54.81, 'novels_46', 9.0, ' https://books.toscrape.com/catalogue/media/cache/59/13/5913f74507084d0cd47e2b73fd806f9e.jpg')\n",
      "('Nap-a-Roo', 'One', 25.08, 'childrens_11', 9.0, ' https://books.toscrape.com/catalogue/media/cache/b9/43/b9437eda691f483d2174a1b94c8c9d06.jpg')\n",
      "('NaNo What Now? Finding your editing process, revising your NaNoWriMo book and building a writing career through publishing and beyond', 'Four', 10.41, 'default_15', 9.0, ' https://books.toscrape.com/catalogue/media/cache/61/7b/617bd5deaa5ea47ae717cb81c9a81ce8.jpg')\n",
      "('Modern Day Fables', 'Two', 47.44, 'default_15', 9.0, ' https://books.toscrape.com/catalogue/media/cache/53/da/53da160806b4854283b4477e5bf79522.jpg')\n",
      "(\"If I Gave You God's Phone Number....: Searching for Spirituality in America\", 'One', 20.91, 'spirituality_39', 9.0, ' https://books.toscrape.com/catalogue/media/cache/91/1a/911a12f954fc65fc4cc0e8a8f8b30750.jpg')\n",
      "('Fruits Basket, Vol. 9 (Fruits Basket #9)', 'Four', 33.95, 'sequential-art_5', 9.0, ' https://books.toscrape.com/catalogue/media/cache/3f/97/3f97ab9d27352e8dd24671c945b1c5ac.jpg')\n",
      "('Dress Your Family in Corduroy and Denim', 'Three', 43.68, 'humor_30', 9.0, ' https://books.toscrape.com/catalogue/media/cache/9c/2b/9c2bdd3040938c144345a115fb906562.jpg')\n",
      "(\"Don't Forget Steven\", 'One', 33.23, 'young-adult_21', 9.0, ' https://books.toscrape.com/catalogue/media/cache/0e/ea/0eea83f8c3d5d3bf8538f046e2a4c67d.jpg')\n",
      "(\"Chernobyl 01:23:40: The Incredible True Story of the World's Worst Nuclear Disaster\", 'Two', 35.92, 'nonfiction_13', 9.0, ' https://books.toscrape.com/catalogue/media/cache/58/4a/584ac01e05ae76b1672f25a53384c617.jpg')\n",
      "('Art and Fear: Observations on the Perils (and Rewards) of Artmaking', 'Four', 48.63, 'art_25', 9.0, ' https://books.toscrape.com/catalogue/media/cache/87/82/87822798b42545d589822bc712dc38a6.jpg')\n",
      "('A Shard of Ice (The Black Symphony Saga #1)', 'Three', 56.63, 'fantasy_19', 9.0, ' https://books.toscrape.com/catalogue/media/cache/9d/9b/9d9bf1a3155fb3736d2fe12799dcca95.jpg')\n",
      "(\"A Hero's Curse (The Unseen Chronicles #1)\", 'Three', 50.49, 'add-a-comment_18', 9.0, ' https://books.toscrape.com/catalogue/media/cache/f5/02/f502c42183ea69987a796d2e396b2bab.jpg')\n",
      "('23 Degrees South: A Tropical Tale of Changing Whether...', 'Two', 35.79, 'add-a-comment_18', 9.0, ' https://books.toscrape.com/catalogue/media/cache/41/d7/41d75d4206b13bf107e86fa41f21afff.jpg')\n",
      "('Zero to One: Notes on Startups, or How to Build the Future', 'Three', 34.06, 'nonfiction_13', 8.0, ' https://books.toscrape.com/catalogue/media/cache/f3/00/f30001f2851f82c266e2faa77bcdd924.jpg')\n",
      "('Why Not Me?', 'One', 17.76, 'nonfiction_13', 8.0, ' https://books.toscrape.com/catalogue/media/cache/66/95/6695cfb7ba5e0a6ef995300db6762fb6.jpg')\n",
      "('When Breath Becomes Air', 'Two', 39.36, 'nonfiction_13', 8.0, ' https://books.toscrape.com/catalogue/media/cache/26/9d/269d1774be6dd9e649c4170fbc8d27eb.jpg')\n",
      "('Vagabonding: An Uncommon Guide to the Art of Long-Term World Travel', 'Two', 36.94, 'travel_2', 8.0, ' https://books.toscrape.com/catalogue/media/cache/ca/30/ca30b1afe1e76ce7ba1db8176d398e53.jpg')\n",
      "('The Unlikely Pilgrimage of Harold Fry (Harold Fry #1)', 'Five', 43.62, 'default_15', 8.0, ' https://books.toscrape.com/catalogue/media/cache/75/e4/75e444aca5ac86166a55cc7e64f5724f.jpg')\n",
      "('The New Drawing on the Right Side of the Brain', 'Three', 43.02, 'art_25', 8.0, ' https://books.toscrape.com/catalogue/media/cache/0a/8f/0a8f6461714ec9868dea0d37c5da5a81.jpg')\n",
      "(\"The Midnight Assassin: Panic, Scandal, and the Hunt for America's First Serial Killer\", 'Four', 28.45, 'nonfiction_13', 8.0, ' https://books.toscrape.com/catalogue/media/cache/38/ec/38ec5240eb37dfc9ebe54fa7584842ed.jpg')\n",
      "('The Martian (The Martian #1)', 'Two', 41.39, 'default_15', 8.0, ' https://books.toscrape.com/catalogue/media/cache/2e/58/2e5841f29d7212ba8df7dc1323689318.jpg')\n",
      "('The High Mountains of Portugal', 'One', 51.15, 'fiction_10', 8.0, ' https://books.toscrape.com/catalogue/media/cache/f3/28/f3285723c344576168d60806d266979a.jpg')\n",
      "('The Grownup', 'One', 35.88, 'short-stories_45', 8.0, ' https://books.toscrape.com/catalogue/media/cache/7e/cc/7ecc23cfaa84fb015a5333f2a5d97f23.jpg')\n",
      "(\"The E-Myth Revisited: Why Most Small Businesses Don't Work and What to Do About It\", 'One', 36.91, 'business_35', 8.0, ' https://books.toscrape.com/catalogue/media/cache/a5/7e/a57ef7bdbaf704fca07ab6dd125b54f9.jpg')\n",
      "('South of Sunshine', 'One', 28.93, 'young-adult_21', 8.0, ' https://books.toscrape.com/catalogue/media/cache/34/65/3465383539467c7e1787d26c02bca66f.jpg')\n",
      "('Smarter Faster Better: The Secrets of Being Productive in Life and Business', 'Five', 38.89, 'nonfiction_13', 8.0, ' https://books.toscrape.com/catalogue/media/cache/16/65/1665c94f1ec5580132a16c3bdfd0c421.jpg')\n",
      "('Silence in the Dark (Logan Point #4)', 'Three', 58.33, 'suspense_44', 8.0, ' https://books.toscrape.com/catalogue/media/cache/00/bf/00bf1ae17dde21c66e346dd9c393d6fa.jpg')\n",
      "('Shadows of the Past (Logan Point #1)', 'Five', 39.67, 'christian-fiction_34', 8.0, ' https://books.toscrape.com/catalogue/media/cache/61/3a/613ac19c2232f1d9adc5943291a5e860.jpg')\n",
      "('Roller Girl', 'Five', 14.1, 'sequential-art_5', 8.0, ' https://books.toscrape.com/catalogue/media/cache/cf/cf/cfcfb88039ddab7d4ae399246529e401.jpg')\n",
      "('Rising Strong', 'Three', 21.82, 'nonfiction_13', 8.0, ' https://books.toscrape.com/catalogue/media/cache/de/5c/de5c4ea75d455748861ce2bc844fb198.jpg')\n",
      "('Proofs of God: Classical Arguments from Tertullian to Barth', 'One', 54.21, 'philosophy_7', 8.0, ' https://books.toscrape.com/catalogue/media/cache/f6/cb/f6cb2300a1235a344f1c11b2be9a605d.jpg')\n",
      "('Please Kill Me: The Uncensored Oral History of Punk', 'Four', 31.19, 'music_14', 8.0, ' https://books.toscrape.com/catalogue/media/cache/8e/bb/8ebbba84c204b011527a8f4bd082b03f.jpg')\n",
      "('Out of Print: City Lights Spotlight No. 14', 'Five', 53.64, 'poetry_23', 8.0, ' https://books.toscrape.com/catalogue/media/cache/4c/5a/4c5a559bc2edb79e5d48af4dbc813eb2.jpg')\n",
      "('My Life Next Door (My Life Next Door )', 'Five', 36.39, 'young-adult_21', 8.0, ' https://books.toscrape.com/catalogue/media/cache/1a/2c/1a2c80cc391bc1422013e31682c5f649.jpg')\n",
      "(\"Miller's Valley\", 'Two', 58.54, 'fiction_10', 8.0, ' https://books.toscrape.com/catalogue/media/cache/a8/b9/a8b940d9bf27d6aedad73f0230c14f56.jpg')\n",
      "(\"Man's Search for Meaning\", 'Three', 29.48, 'nonfiction_13', 8.0, ' https://books.toscrape.com/catalogue/media/cache/97/da/97dac3668fcca2cf5af4e1bb971af546.jpg')\n",
      "(\"Love That Boy: What Two Presidents, Eight Road Trips, and My Son Taught Me About a Parent's Expectations\", 'Two', 25.06, 'nonfiction_13', 8.0, ' https://books.toscrape.com/catalogue/media/cache/00/6e/006e242a10f2e27b71edfd1ca8020318.jpg')\n",
      "('Living Forward: A Proven Plan to Stop Drifting and Get the Life You Want', 'Three', 12.55, 'nonfiction_13', 8.0, ' https://books.toscrape.com/catalogue/media/cache/06/bf/06bf33339562e138906eef6793ef53cd.jpg')\n",
      "('Les Fleurs du Mal', 'Five', 29.04, 'poetry_23', 8.0, ' https://books.toscrape.com/catalogue/media/cache/3d/32/3d324c0b55c221e9b701d4e772b42ad6.jpg')\n",
      "('Left Behind (Left Behind #1)', 'Two', 40.72, 'default_15', 8.0, ' https://books.toscrape.com/catalogue/media/cache/11/74/11749e999f6ba7b9ef9408c624d1d71a.jpg')\n",
      "(\"Kill 'Em and Leave: Searching for James Brown and the American Soul\", 'Five', 45.05, 'music_14', 8.0, ' https://books.toscrape.com/catalogue/media/cache/d4/8e/d48ee3fe30d6d9b9cc550b76dae5984a.jpg')\n",
      "('Kierkegaard: A Christian Missionary to Christians', 'One', 47.13, 'philosophy_7', 8.0, ' https://books.toscrape.com/catalogue/media/cache/bf/90/bf90ad2c3cab628096db8fca010797b4.jpg')\n",
      "('John Vassos: Industrial Design for Modern Life', 'Four', 20.22, 'default_15', 8.0, ' https://books.toscrape.com/catalogue/media/cache/e8/d4/e8d47e80b92650728b837930cc578d63.jpg')\n",
      "(\"I'll Give You the Sun\", 'One', 56.48, 'default_15', 8.0, ' https://books.toscrape.com/catalogue/media/cache/57/a8/57a87a9b1ed0de0e6d1c048f575f327f.jpg')\n",
      "('I Will Find You', 'One', 44.21, 'nonfiction_13', 8.0, ' https://books.toscrape.com/catalogue/media/cache/58/08/58080dbe2c118867331f4ef932ca96c0.jpg')\n",
      "('Hystopia: A Novel', 'Four', 21.96, 'fiction_10', 8.0, ' https://books.toscrape.com/catalogue/media/cache/23/2f/232fdac6b00cd3c7cd2b2336ff3b730e.jpg')\n",
      "('Howl and Other Poems', 'Two', 40.45, 'poetry_23', 8.0, ' https://books.toscrape.com/catalogue/media/cache/09/8e/098e81fcea9f6b4c15f6d207301c0085.jpg')\n",
      "('History of Beauty', 'Four', 10.29, 'art_25', 8.0, ' https://books.toscrape.com/catalogue/media/cache/cb/74/cb74d2953d5249143c3c2e3c281daf6f.jpg')\n",
      "(\"Heaven is for Real: A Little Boy's Astounding Story of His Trip to Heaven and Back\", 'Two', 52.86, 'default_15', 8.0, ' https://books.toscrape.com/catalogue/media/cache/30/1d/301d6348c94fd869846aeadbeb15dad6.jpg')\n",
      "('Future Shock (Future Shock #1)', 'Five', 55.65, 'young-adult_21', 8.0, ' https://books.toscrape.com/catalogue/media/cache/7c/eb/7cebcafb82ec5f208d1613b35337d59d.jpg')\n",
      "(\"Ender's Game (The Ender Quintet #1)\", 'One', 43.64, 'default_15', 8.0, ' https://books.toscrape.com/catalogue/media/cache/4e/04/4e0497a5aa3d442acef6a3e5d0d3447c.jpg')\n",
      "('Diary of a Citizen Scientist: Chasing Tiger Beetles and Other New Ways of Engaging the World', 'One', 28.41, 'science_22', 8.0, ' https://books.toscrape.com/catalogue/media/cache/29/5c/295ca7f5981786e8b2c6616d10158808.jpg')\n",
      "('Death by Leisure: A Cautionary Tale', 'Four', 37.51, 'default_15', 8.0, ' https://books.toscrape.com/catalogue/media/cache/bb/4e/bb4ec136d9d9e9796e1591ed9adb0e66.jpg')\n",
      "('Brilliant Beacons: A History of the American Lighthouse', 'Three', 11.45, 'history_32', 8.0, ' https://books.toscrape.com/catalogue/media/cache/ba/59/ba5913de7abe0d9dbe9c8128092a52af.jpg')\n",
      "(\"Brazen: The Courage to Find the You That's Been Hiding\", 'Two', 19.22, 'nonfiction_13', 8.0, ' https://books.toscrape.com/catalogue/media/cache/4c/54/4c5479ee2b9edd4b2f22b888d139b08f.jpg')\n",
      "('Between the World and Me', 'Four', 56.91, 'nonfiction_13', 8.0, ' https://books.toscrape.com/catalogue/media/cache/35/5f/355fa36362b722a241788d687fbc91af.jpg')\n",
      "('Being Mortal: Medicine and What Matters in the End', 'Four', 55.06, 'nonfiction_13', 8.0, ' https://books.toscrape.com/catalogue/media/cache/73/ee/73ee61bd8724a36a83b691bb7b1a70b8.jpg')\n",
      "('A Murder Over a Girl: Justice, Gender, Junior High', 'Three', 13.2, 'nonfiction_13', 8.0, ' https://books.toscrape.com/catalogue/media/cache/98/e3/98e30c1a7b9f2acd9e44d77e0a7dbff1.jpg')\n",
      "('32 Yolks', 'Two', 53.63, 'food-and-drink_33', 8.0, ' https://books.toscrape.com/catalogue/media/cache/76/03/76038c9e795babed29d370097247c9a6.jpg')\n",
      "('\"Most Blessed of the Patriarchs\": Thomas Jefferson and the Empire of the Imagination', 'Five', 44.48, 'history_32', 8.0, ' https://books.toscrape.com/catalogue/media/cache/43/f2/43f25e9633b587a4052b517cd7b3b4a9.jpg')\n",
      "('You Are a Badass: How to Stop Doubting Your Greatness and Start Living an Awesome Life', 'Three', 12.08, 'self-help_41', 7.0, ' https://books.toscrape.com/catalogue/media/cache/73/7e/737e4921bc14d72245aad1f21d7a3eef.jpg')\n",
      "('Wildlife of New York: A Five-Borough Coloring Book', 'Two', 22.14, 'default_15', 7.0, ' https://books.toscrape.com/catalogue/media/cache/31/58/3158b1c362c0d9646e1696d2ed6c1ae1.jpg')\n",
      "('What Happened on Beale Street (Secrets of the South Mysteries #2)', 'Five', 25.37, 'mystery_3', 7.0, ' https://books.toscrape.com/catalogue/media/cache/2c/68/2c6857eb1c10995c8b9e77a1804f68cd.jpg')\n",
      "('Unreasonable Hope: Finding Faith in the God Who Brings Purpose to Your Pain', 'Two', 46.33, 'spirituality_39', 7.0, ' https://books.toscrape.com/catalogue/media/cache/80/43/804385d2b49e2f9e26a7d88b8ccaf62d.jpg')\n",
      "('Under the Tuscan Sun', 'Three', 37.33, 'travel_2', 7.0, ' https://books.toscrape.com/catalogue/media/cache/45/21/4521c581ba727f5c835e34860cbf53e5.jpg')\n",
      "(\"Toddlers Are A**holes: It's Not Your Fault\", 'One', 25.55, 'humor_30', 7.0, ' https://books.toscrape.com/catalogue/media/cache/26/1a/261a092ddd76981beb23a601edf0868b.jpg')\n",
      "(\"The Year of Living Biblically: One Man's Humble Quest to Follow the Bible as Literally as Possible\", 'One', 34.72, 'default_15', 7.0, ' https://books.toscrape.com/catalogue/media/cache/e3/b8/e3b8b5a65135abbd9bdbd7a98baa1077.jpg')\n",
      "('The Whale', 'Four', 35.96, 'childrens_11', 7.0, ' https://books.toscrape.com/catalogue/media/cache/6c/df/6cdf7a3ee6cfd5ecbcfd37bd7a5c42e3.jpg')\n",
      "('The Story of Art', 'Four', 41.14, 'art_25', 7.0, ' https://books.toscrape.com/catalogue/media/cache/7a/e9/7ae92da23efc2f0f4633f9d2cde370f3.jpg')\n",
      "('The Origin of Species', 'Four', 10.01, 'science_22', 7.0, ' https://books.toscrape.com/catalogue/media/cache/d5/45/d54527d34174d5dd7eaeaaffdfcb3c5c.jpg')\n",
      "('The Great Gatsby', 'Four', 36.05, 'default_15', 7.0, ' https://books.toscrape.com/catalogue/media/cache/21/69/21697f1564ae6776ca9280b17455c1b6.jpg')\n",
      "('The Good Girl', 'Three', 49.03, 'default_15', 7.0, ' https://books.toscrape.com/catalogue/media/cache/00/f2/00f23edcef10a5ece4e179f08271f19c.jpg')\n",
      "('The Glass Castle', 'One', 16.24, 'add-a-comment_18', 7.0, ' https://books.toscrape.com/catalogue/media/cache/38/03/3803cd158a57e03763dc2200f81eba65.jpg')\n",
      "(\"The Faith of Christopher Hitchens: The Restless Soul of the World's Most Notorious Atheist\", 'One', 39.55, 'biography_36', 7.0, ' https://books.toscrape.com/catalogue/media/cache/d7/cb/d7cbdb36b54398ba3876488726befc3d.jpg')\n",
      "('The Drowning Girls', 'Three', 35.67, 'add-a-comment_18', 7.0, ' https://books.toscrape.com/catalogue/media/cache/8f/83/8f83b65ba6a734aa7f40675b74a17c21.jpg')\n",
      "('The Constant Princess (The Tudor Court #1)', 'Three', 16.62, 'historical-fiction_4', 7.0, ' https://books.toscrape.com/catalogue/media/cache/ed/52/ed52651826bb23d853aead2753c9befc.jpg')\n",
      "('The Bourne Identity (Jason Bourne #1)', 'Four', 42.78, 'fiction_10', 7.0, ' https://books.toscrape.com/catalogue/media/cache/fe/a4/fea443d174c2c9f0c7903f6c6a3ecc62.jpg')\n",
      "(\"The Bachelor Girl's Guide to Murder (Herringford and Watts Mysteries #1)\", 'Five', 52.3, 'mystery_3', 7.0, ' https://books.toscrape.com/catalogue/media/cache/38/a4/38a44ac4f642f4717d865c81ec594529.jpg')\n",
      "('The Art Book', 'Two', 32.34, 'art_25', 7.0, ' https://books.toscrape.com/catalogue/media/cache/76/90/76904c101329aa50b6653f399318970b.jpg')\n",
      "('The 7 Habits of Highly Effective People: Powerful Lessons in Personal Change', 'Four', 33.17, 'default_15', 7.0, ' https://books.toscrape.com/catalogue/media/cache/08/3a/083ad6c527d14b1621806d17ed6f13e9.jpg')\n",
      "('Team of Rivals: The Political Genius of Abraham Lincoln', 'Five', 20.12, 'add-a-comment_18', 7.0, ' https://books.toscrape.com/catalogue/media/cache/be/22/be229bc9bc4655c7cb2c906998d5ef2e.jpg')\n",
      "('Steal Like an Artist: 10 Things Nobody Told You About Being Creative', 'Two', 20.9, 'default_15', 7.0, ' https://books.toscrape.com/catalogue/media/cache/6c/ea/6cea146ec9b4ee83061108782aef7d32.jpg')\n",
      "('Sit, Stay, Love', 'Three', 20.9, 'romance_8', 7.0, ' https://books.toscrape.com/catalogue/media/cache/48/2c/482c14200688df579ab2ed0fcbddcb86.jpg')\n",
      "('Sister Dear', 'Four', 40.2, 'fiction_10', 7.0, ' https://books.toscrape.com/catalogue/media/cache/2a/0a/2a0a1543dd5f3edc407ab9989f29e992.jpg')\n",
      "('Shrunken Treasures: Literary Classics, Short, Sweet, and Silly', 'Three', 52.87, 'childrens_11', 7.0, ' https://books.toscrape.com/catalogue/media/cache/7b/b9/7bb9386b43f2aeaa6eaf042df1b4e96f.jpg')\n",
      "('Rich Dad, Poor Dad', 'One', 51.74, 'business_35', 7.0, ' https://books.toscrape.com/catalogue/media/cache/46/1c/461cf454be3aac0b4cd066247c892679.jpg')\n",
      "('Raymie Nightingale', 'Two', 34.41, 'childrens_11', 7.0, ' https://books.toscrape.com/catalogue/media/cache/95/6b/956b5a8927463f4ea0774e2469e27ce5.jpg')\n",
      "('Playing from the Heart', 'One', 32.38, 'childrens_11', 7.0, ' https://books.toscrape.com/catalogue/media/cache/b6/ba/b6ba2393c312701f1471db91eb73284d.jpg')\n",
      "('Nightstruck: A Novel', 'Four', 50.35, 'young-adult_21', 7.0, ' https://books.toscrape.com/catalogue/media/cache/cb/da/cbda49820de480220af3dff2d30c689a.jpg')\n",
      "('Naturally Lean: 125 Nourishing Gluten-Free, Plant-Based Recipes--All Under 300 Calories', 'Five', 11.38, 'food-and-drink_33', 7.0, ' https://books.toscrape.com/catalogue/media/cache/5b/46/5b466903acc905deb89019c0407848c4.jpg')\n",
      "('Meternity', 'Three', 43.58, 'womens-fiction_9', 7.0, ' https://books.toscrape.com/catalogue/media/cache/e3/33/e33394096291284ed1f80c5b13c4e1f3.jpg')\n",
      "('Memoirs of a Geisha', 'Three', 49.67, 'fiction_10', 7.0, ' https://books.toscrape.com/catalogue/media/cache/5e/4b/5e4b5ef50c54f173456606e70719cc84.jpg')\n",
      "('Like Never Before (Walker Family #2)', 'Two', 28.77, 'christian-fiction_34', 7.0, ' https://books.toscrape.com/catalogue/media/cache/1b/38/1b3825668326e82038ba33bca646e0f3.jpg')\n",
      "('Life of Pi', 'Four', 13.22, 'default_15', 7.0, ' https://books.toscrape.com/catalogue/media/cache/24/10/2410311e3603f15637eccedd14ba1130.jpg')\n",
      "('Leave This Song Behind: Teen Poetry at Its Best', 'Five', 51.17, 'poetry_23', 7.0, ' https://books.toscrape.com/catalogue/media/cache/5e/ca/5eca840ed2d6f0f0d2f795922cb76741.jpg')\n",
      "(\"King's Folly (The Kinsman Chronicles #1)\", 'Five', 39.61, 'fantasy_19', 7.0, ' https://books.toscrape.com/catalogue/media/cache/fc/17/fc17b4149d87d9ee714dde082ede0ee9.jpg')\n",
      "('John Adams', 'Four', 57.43, 'add-a-comment_18', 7.0, ' https://books.toscrape.com/catalogue/media/cache/fd/5f/fd5f36fce14114f5b982e1e69d9a2f69.jpg')\n",
      "('How to Cook Everything Vegetarian: Simple Meatless Recipes for Great Food (How to Cook Everything)', 'Four', 46.01, 'food-and-drink_33', 7.0, ' https://books.toscrape.com/catalogue/media/cache/ca/5f/ca5f20fe544cc311dd126c60c7aa003e.jpg')\n",
      "('How to Be a Domestic Goddess: Baking and the Art of Comfort Cooking', 'Two', 28.25, 'food-and-drink_33', 7.0, ' https://books.toscrape.com/catalogue/media/cache/3b/67/3b673813904dce654eee394b9d308cfc.jpg')\n",
      "('Good in Bed (Cannie Shapiro #1)', 'Five', 37.05, 'add-a-comment_18', 7.0, ' https://books.toscrape.com/catalogue/media/cache/a5/7a/a57a35a22d7a06fa9987121e4883e4de.jpg')\n",
      "('Fruits Basket, Vol. 7 (Fruits Basket #7)', 'One', 19.57, 'sequential-art_5', 7.0, ' https://books.toscrape.com/catalogue/media/cache/c3/36/c3366ab246bf5e4baec15cdf55915b69.jpg')\n",
      "('For the Love: Fighting for Grace in a World of Impossible Standards', 'Three', 45.13, 'nonfiction_13', 7.0, ' https://books.toscrape.com/catalogue/media/cache/a9/f4/a9f4d0f649833b477383263a8c5fb217.jpg')\n",
      "('Finding God in the Ruins: How God Redeems Pain', 'Two', 46.64, 'nonfiction_13', 7.0, ' https://books.toscrape.com/catalogue/media/cache/da/0f/da0f0c01b1b9819fa7cb5e27a295351f.jpg')\n",
      "('Every Heart a Doorway (Every Heart A Doorway #1)', 'Five', 12.16, 'fantasy_19', 7.0, ' https://books.toscrape.com/catalogue/media/cache/b8/d7/b8d7eab895dac4551905c5f85849bb32.jpg')\n",
      "('Delivering the Truth (Quaker Midwife Mystery #1)', 'Four', 20.89, 'mystery_3', 7.0, ' https://books.toscrape.com/catalogue/media/cache/5c/8a/5c8acde540a88aed464ab5c52bafcd83.jpg')\n",
      "('Counted With the Stars (Out from Egypt #1)', 'Five', 17.97, 'christian-fiction_34', 7.0, ' https://books.toscrape.com/catalogue/media/cache/33/93/339372341b88e027734e97fa1ddb26fc.jpg')\n",
      "('Chronicles, Vol. 1', 'Two', 52.6, 'music_14', 7.0, ' https://books.toscrape.com/catalogue/media/cache/df/bd/dfbd53a5c4bcb1bf676bf2a86335adbb.jpg')\n",
      "('Blue Like Jazz: Nonreligious Thoughts on Christian Spirituality', 'One', 25.77, 'christian_43', 7.0, ' https://books.toscrape.com/catalogue/media/cache/98/4a/984ab50781e05461a753923eaba33e58.jpg')\n",
      "('Benjamin Franklin: An American Life', 'Three', 48.19, 'biography_36', 7.0, ' https://books.toscrape.com/catalogue/media/cache/c2/7e/c27efce6a2321c10b0d34035308ace37.jpg')\n",
      "('At The Existentialist CafÃ©: Freedom, Being, and apricot cocktails with: Jean-Paul Sartre, Simone de Beauvoir, Albert Camus, Martin Heidegger, Edmund Husserl, Karl Jaspers, Maurice Merleau-Ponty and others', 'Five', 29.93, 'philosophy_7', 7.0, ' https://books.toscrape.com/catalogue/media/cache/ce/da/ceda6d577d0609261f997bd99872013b.jpg')\n",
      "('A Summer In Europe', 'Two', 44.34, 'travel_2', 7.0, ' https://books.toscrape.com/catalogue/media/cache/6c/e3/6ce3003931701c7a3fd5354917538ea9.jpg')\n",
      "('A Short History of Nearly Everything', 'Five', 52.4, 'history_32', 7.0, ' https://books.toscrape.com/catalogue/media/cache/17/aa/17aa3d17bae02fa1d0e2a831c0c0e58b.jpg')\n",
      "('A Gathering of Shadows (Shades of Magic #2)', 'Four', 44.81, 'fantasy_19', 7.0, ' https://books.toscrape.com/catalogue/media/cache/c3/1a/c31af6fddfa452d9d746a599f35dcc01.jpg')\n",
      "('The Sound Of Love', 'Five', 57.84, 'default_15', 6.0, ' https://books.toscrape.com/catalogue/media/cache/90/df/90dfdcadfcff9cd39f6f933ac11c9241.jpg')\n",
      "('The Rise and Fall of the Third Reich: A History of Nazi Germany', 'Two', 39.67, 'history_32', 6.0, ' https://books.toscrape.com/catalogue/media/cache/10/f6/10f6ebfa89b070ba39ad7c4c872c96ea.jpg')\n",
      "('The Perks of Being a Wallflower', 'Three', 55.02, 'default_15', 6.0, ' https://books.toscrape.com/catalogue/media/cache/28/21/28219255776fb162c82ebac3cdddcf90.jpg')\n",
      "('The Mysterious Affair at Styles (Hercule Poirot #1)', 'Four', 24.8, 'mystery_3', 6.0, ' https://books.toscrape.com/catalogue/media/cache/6b/61/6b61d393f0731f6c52182ba3cf41e245.jpg')\n",
      "('The Man Who Mistook His Wife for a Hat and Other Clinical Tales', 'Four', 59.45, 'nonfiction_13', 6.0, ' https://books.toscrape.com/catalogue/media/cache/d7/58/d758851b2790471b1de776f49a997157.jpg')\n",
      "('The Makings of a Fatherless Child', 'Two', 31.58, 'default_15', 6.0, ' https://books.toscrape.com/catalogue/media/cache/2f/b6/2fb66b628ee51169b91cdfce8b68d929.jpg')\n",
      "('The Joy of Cooking', 'Four', 43.27, 'add-a-comment_18', 6.0, ' https://books.toscrape.com/catalogue/media/cache/2c/81/2c8137d1d0a3ebb2f74d7abf45916606.jpg')\n",
      "('The Invention of Wings', 'One', 37.34, 'historical-fiction_4', 6.0, ' https://books.toscrape.com/catalogue/media/cache/7a/b0/7ab00e6956f540bfe0018656d5bfe1e4.jpg')\n",
      "('The Hobbit (Middle-Earth Universe)', 'Five', 17.8, 'default_15', 6.0, ' https://books.toscrape.com/catalogue/media/cache/17/06/1706d016ec39ba3caad03b49737fefc7.jpg')\n",
      "('The Great Railway Bazaar', 'One', 30.54, 'travel_2', 6.0, ' https://books.toscrape.com/catalogue/media/cache/d5/82/d582f6b0261c2842330e893962276295.jpg')\n",
      "('The Golden Compass (His Dark Materials #1)', 'One', 18.77, 'add-a-comment_18', 6.0, ' https://books.toscrape.com/catalogue/media/cache/a5/13/a513b65a8f7696c8aec48a607f7f90d3.jpg')\n",
      "('The God Delusion', 'Three', 46.85, 'add-a-comment_18', 6.0, ' https://books.toscrape.com/catalogue/media/cache/30/35/3035b6c5dc0a48a83fbe84eb37e76f10.jpg')\n",
      "('The Girl You Left Behind (The Girl You Left Behind #1)', 'One', 15.79, 'historical_42', 6.0, ' https://books.toscrape.com/catalogue/media/cache/6d/72/6d72120f94d38e356612c8a78e82a53d.jpg')\n",
      "('The Fellowship of the Ring (The Lord of the Rings #1)', 'Two', 10.27, 'default_15', 6.0, ' https://books.toscrape.com/catalogue/media/cache/5d/9f/5d9f339be8d98f597ad33eee239119d8.jpg')\n",
      "('The Collected Poems of W.B. Yeats (The Collected Works of W.B. Yeats #1)', 'Five', 15.42, 'poetry_23', 6.0, ' https://books.toscrape.com/catalogue/media/cache/b3/8c/b38cadc69f4a2db0aae2ee2867ab8583.jpg')\n",
      "('The Barefoot Contessa Cookbook', 'Five', 59.92, 'food-and-drink_33', 6.0, ' https://books.toscrape.com/catalogue/media/cache/5f/c1/5fc1de838c428ae58f3a9ec08825d179.jpg')\n",
      "(\"Tell the Wolves I'm Home\", 'Two', 50.96, 'young-adult_21', 6.0, ' https://books.toscrape.com/catalogue/media/cache/78/48/784872c69237efaf5df8c0282280ff05.jpg')\n",
      "('Ship Leaves Harbor: Essays on Travel by a Recovering Journeyman', 'Three', 30.6, 'default_15', 6.0, ' https://books.toscrape.com/catalogue/media/cache/1e/d2/1ed2c2f8f406ed7ed90a58f73d4f1058.jpg')\n",
      "('Pride and Prejudice', 'Four', 19.27, 'add-a-comment_18', 6.0, ' https://books.toscrape.com/catalogue/media/cache/6a/87/6a8706826789aa47fbbb8a2459b4c616.jpg')\n",
      "('Musicophilia: Tales of Music and the Brain', 'One', 46.58, 'default_15', 6.0, ' https://books.toscrape.com/catalogue/media/cache/ef/e7/efe7be2e15323d5bee36c37e953b1cad.jpg')\n",
      "('Mere Christianity', 'Three', 48.51, 'add-a-comment_18', 6.0, ' https://books.toscrape.com/catalogue/media/cache/d7/ce/d7ce17649c77c9addfcf265012d0436e.jpg')\n",
      "('Me Before You (Me Before You #1)', 'One', 19.02, 'fiction_10', 6.0, ' https://books.toscrape.com/catalogue/media/cache/81/c3/81c36cb2510dc47892dde52f3989a53f.jpg')\n",
      "('In the Woods (Dublin Murder Squad #1)', 'Two', 38.38, 'mystery_3', 6.0, ' https://books.toscrape.com/catalogue/media/cache/13/47/13470484ded8c835ce03b662fc863a1a.jpg')\n",
      "('In Cold Blood', 'Four', 49.98, 'nonfiction_13', 6.0, ' https://books.toscrape.com/catalogue/media/cache/78/52/7852b87face58f30b46004a4a4270f2d.jpg')\n",
      "('How to Stop Worrying and Start Living', 'Five', 46.49, 'self-help_41', 6.0, ' https://books.toscrape.com/catalogue/media/cache/64/0c/640cfc86cd3943cef402dc6082497eec.jpg')\n",
      "('Give It Back', 'Two', 18.32, 'thriller_37', 6.0, ' https://books.toscrape.com/catalogue/media/cache/15/d4/15d444bf7fc91c7ced84e73ec99d711d.jpg')\n",
      "('Girl, Interrupted', 'Three', 42.14, 'nonfiction_13', 6.0, ' https://books.toscrape.com/catalogue/media/cache/9d/6c/9d6c5f23127bf494bc226daa02bc7daf.jpg')\n",
      "('Fun Home: A Family Tragicomic', 'Four', 56.59, 'add-a-comment_18', 6.0, ' https://books.toscrape.com/catalogue/media/cache/48/c1/48c15c510ce0089db10a4f5f9fce7ecd.jpg')\n",
      "('Fruits Basket, Vol. 6 (Fruits Basket #6)', 'Four', 20.96, 'sequential-art_5', 6.0, ' https://books.toscrape.com/catalogue/media/cache/cd/b5/cdb5bd3a70cd857879120b4a90192bda.jpg')\n",
      "('Deception Point', 'Four', 40.32, 'fiction_10', 6.0, ' https://books.toscrape.com/catalogue/media/cache/65/6d/656d264685962b55ff14fb310b0ae747.jpg')\n",
      "('Death Note, Vol. 6: Give-and-Take (Death Note #6)', 'Three', 36.39, 'sequential-art_5', 6.0, ' https://books.toscrape.com/catalogue/media/cache/c7/11/c7117547293ca3bb7a6a78e6603f2f8e.jpg')\n",
      "('Catherine the Great: Portrait of a Woman', 'Four', 58.55, 'history_32', 6.0, ' https://books.toscrape.com/catalogue/media/cache/37/3a/373af6af58a00ca69602d74b81951ac4.jpg')\n",
      "('Better Homes and Gardens New Cook Book', 'Three', 39.61, 'food-and-drink_33', 6.0, ' https://books.toscrape.com/catalogue/media/cache/71/21/712105c4429489160c7a6f9e4824fcc6.jpg')\n",
      "('An Unquiet Mind: A Memoir of Moods and Madness', 'Three', 21.3, 'psychology_26', 6.0, ' https://books.toscrape.com/catalogue/media/cache/e5/65/e56540f5e29286f3d7a1e3eb1912b61f.jpg')\n",
      "('A Year in Provence (Provence #1)', 'Four', 56.88, 'travel_2', 6.0, ' https://books.toscrape.com/catalogue/media/cache/8b/81/8b81cd9b2c8f89a12099a80bed1c4911.jpg')\n",
      "('World Without End (The Pillars of the Earth #2)', 'Four', 32.97, 'historical-fiction_4', 5.0, ' https://books.toscrape.com/catalogue/media/cache/58/b5/58b5730dd82cbcf6560cf0ab8b56cd9f.jpg')\n",
      "('Will Grayson, Will Grayson (Will Grayson, Will Grayson)', 'Four', 47.31, 'young-adult_21', 5.0, ' https://books.toscrape.com/catalogue/media/cache/b9/e6/b9e66a23fe4b95c426409bad86058152.jpg')\n",
      "('Why Save the Bankers?: And Other Essays on Our Economic and Political Crisis', 'Two', 48.67, 'nonfiction_13', 5.0, ' https://books.toscrape.com/catalogue/media/cache/be/98/be98641184d97b2fad1bc6c90c571b80.jpg')\n",
      "('Where She Went (If I Stay #2)', 'Four', 41.73, 'young-adult_21', 5.0, ' https://books.toscrape.com/catalogue/media/cache/0c/f9/0cf93861d70a35c3d8deaa265a630e35.jpg')\n",
      "('What If?: Serious Scientific Answers to Absurd Hypothetical Questions', 'Four', 53.68, 'default_15', 5.0, ' https://books.toscrape.com/catalogue/media/cache/1f/5a/1f5a1bea2bd3e38dc105a7fe33a08826.jpg')\n",
      "('Two Summers', 'One', 14.64, 'young-adult_21', 5.0, ' https://books.toscrape.com/catalogue/media/cache/cd/1a/cd1ab47070ea1662d4917d7ad483ed53.jpg')\n",
      "('This Is Your Brain on Music: The Science of a Human Obsession', 'One', 38.4, 'music_14', 5.0, ' https://books.toscrape.com/catalogue/media/cache/d8/d3/d8d3a16113069ccde25da34483a583fb.jpg')\n",
      "('The Secret Garden', 'Four', 15.08, 'classics_6', 5.0, ' https://books.toscrape.com/catalogue/media/cache/f1/78/f17805e88aed31aae352ab250b2a379d.jpg')\n",
      "('The Raven King (The Raven Cycle #4)', 'Two', 30.57, 'add-a-comment_18', 5.0, ' https://books.toscrape.com/catalogue/media/cache/2f/7f/2f7f108c7b56c6adac8510eb43ff4f79.jpg')\n",
      "('The Raven Boys (The Raven Cycle #1)', 'Four', 57.74, 'fantasy_19', 5.0, ' https://books.toscrape.com/catalogue/media/cache/68/b0/68b05bbf33c6b8e2914f35ad14a0d2d8.jpg')\n",
      "('The Power Greens Cookbook: 140 Delicious Superfood Recipes', 'Five', 11.05, 'food-and-drink_33', 5.0, ' https://books.toscrape.com/catalogue/media/cache/21/65/21651189fd05220e11ea5a1bd99ce58b.jpg')\n",
      "('The Metamorphosis', 'One', 28.58, 'classics_6', 5.0, ' https://books.toscrape.com/catalogue/media/cache/9b/33/9b33c3c40c8d27054a3edf96cbf6a2fb.jpg')\n",
      "(\"The Mathews Men: Seven Brothers and the War Against Hitler's U-boats\", 'Five', 42.91, 'history_32', 5.0, ' https://books.toscrape.com/catalogue/media/cache/52/74/5274c64fbcb7ce4bbf427ed751f6cada.jpg')\n",
      "('The Little Paris Bookshop', 'Three', 24.73, 'fiction_10', 5.0, ' https://books.toscrape.com/catalogue/media/cache/ed/25/ed2540d08b66683313ffee9241bfd926.jpg')\n",
      "('The Hiding Place', 'Four', 55.91, 'history_32', 5.0, ' https://books.toscrape.com/catalogue/media/cache/74/92/74927818a922712c13999a8043f7f35c.jpg')\n",
      "('The Grand Design', 'Three', 13.76, 'science_22', 5.0, ' https://books.toscrape.com/catalogue/media/cache/9b/69/9b696c2064d6ee387774b6121bb4be91.jpg')\n",
      "('The Firm', 'Three', 45.56, 'fiction_10', 5.0, ' https://books.toscrape.com/catalogue/media/cache/30/64/3064d8c687f770efea3fabeac0cd2d6f.jpg')\n",
      "('The Fault in Our Stars', 'One', 47.22, 'default_15', 5.0, ' https://books.toscrape.com/catalogue/media/cache/4f/96/4f96ae30d8aefab78b9c8005197eb85f.jpg')\n",
      "('The False Prince (The Ascendance Trilogy #1)', 'Five', 56.0, 'fantasy_19', 5.0, ' https://books.toscrape.com/catalogue/media/cache/36/b1/36b1333456d4c6b28e90d1157d37bc0e.jpg')\n",
      "('The Expatriates', 'Two', 44.58, 'fiction_10', 5.0, ' https://books.toscrape.com/catalogue/media/cache/4a/96/4a96cd8c43ea6c74d5b8d9ce1d47c187.jpg')\n",
      "('The Dream Thieves (The Raven Cycle #2)', 'One', 34.5, 'default_15', 5.0, ' https://books.toscrape.com/catalogue/media/cache/77/1a/771a0d24c0ed726761a4ad4a4327e7d8.jpg')\n",
      "('The Darkest Corners', 'Five', 11.33, 'young-adult_21', 5.0, ' https://books.toscrape.com/catalogue/media/cache/8c/64/8c64037f38663260b91c275078ee882d.jpg')\n",
      "('The Crossover', 'Four', 38.77, 'poetry_23', 5.0, ' https://books.toscrape.com/catalogue/media/cache/25/fe/25fe373b974387a66ff1dea80f023ccb.jpg')\n",
      "('The 5th Wave (The 5th Wave #1)', 'Two', 11.83, 'default_15', 5.0, ' https://books.toscrape.com/catalogue/media/cache/01/d2/01d245f56c1d9a397caa3d956573616e.jpg')\n",
      "('Tell the Wind and Fire', 'Three', 45.51, 'fantasy_19', 5.0, ' https://books.toscrape.com/catalogue/media/cache/bf/77/bf77b0c1f1bda1cd7297325066a7f337.jpg')\n",
      "('Tell Me Three Things', 'One', 41.81, 'young-adult_21', 5.0, ' https://books.toscrape.com/catalogue/media/cache/92/a5/92a5e01c5067f65f03b316a328459f9f.jpg')\n",
      "(\"Talking to Girls About Duran Duran: One Young Man's Quest for True Love and a Cooler Haircut\", 'Four', 25.15, 'nonfiction_13', 5.0, ' https://books.toscrape.com/catalogue/media/cache/5d/62/5d62099546e3889ad385b13c62bc8874.jpg')\n",
      "('Siddhartha', 'Five', 34.22, 'fiction_10', 5.0, ' https://books.toscrape.com/catalogue/media/cache/6b/5f/6b5fba0f415741ab61c0cf24d11933ab.jpg')\n",
      "('Shiver (The Wolves of Mercy Falls #1)', 'Five', 16.23, 'default_15', 5.0, ' https://books.toscrape.com/catalogue/media/cache/79/57/79574d160951e6703343c593ef1bae98.jpg')\n",
      "('Remember Me?', 'Three', 11.48, 'default_15', 5.0, ' https://books.toscrape.com/catalogue/media/cache/56/6c/566cf3ec6a006c333f64c3f70992874d.jpg')\n",
      "('Red Dragon (Hannibal Lecter #1)', 'Three', 23.37, 'horror_31', 5.0, ' https://books.toscrape.com/catalogue/media/cache/4a/ce/4acec5ebebf374e7a84a5d8c74ee5752.jpg')\n",
      "('Peak: Secrets from the New Science of Expertise', 'Two', 16.28, 'science_22', 5.0, ' https://books.toscrape.com/catalogue/media/cache/7c/04/7c04c7a92b5ba83361eba81fa364a2ca.jpg')\n",
      "('My Mother Was Nuts', 'Four', 31.63, 'nonfiction_13', 5.0, ' https://books.toscrape.com/catalogue/media/cache/65/67/6567e9868a3d1196f32c063c0f73ea01.jpg')\n",
      "('Mexican Today: New and Rediscovered Recipes for Contemporary Kitchens', 'Five', 24.91, 'food-and-drink_33', 5.0, ' https://books.toscrape.com/catalogue/media/cache/c2/19/c219b1be1e325abd2244ace190870569.jpg')\n",
      "('Maybe Something Beautiful: How Art Transformed a Neighborhood', 'One', 22.54, 'childrens_11', 5.0, ' https://books.toscrape.com/catalogue/media/cache/89/9a/899a07816ced14262169345493bbbe51.jpg')\n",
      "('Lola and the Boy Next Door (Anna and the French Kiss #2)', 'Four', 23.63, 'young-adult_21', 5.0, ' https://books.toscrape.com/catalogue/media/cache/1e/12/1e12b33f2f3988b23f895d2319ef7af8.jpg')\n",
      "('Logan Kade (Fallen Crest High #5.5)', 'Two', 13.12, 'academic_40', 5.0, ' https://books.toscrape.com/catalogue/media/cache/2b/44/2b4404e00c242bf1b8263bdd99c07354.jpg')\n",
      "('Last One Home (New Beginnings #1)', 'Three', 59.98, 'fiction_10', 5.0, ' https://books.toscrape.com/catalogue/media/cache/0b/98/0b98d840b298be76c1a982a8d1f4688f.jpg')\n",
      "('Killing Floor (Jack Reacher #1)', 'Four', 31.49, 'thriller_37', 5.0, ' https://books.toscrape.com/catalogue/media/cache/b1/5b/b15b4c864b762133cdaf69b58ba55d76.jpg')\n",
      "('Kill the Boy Band', 'Five', 15.52, 'young-adult_21', 5.0, ' https://books.toscrape.com/catalogue/media/cache/6e/66/6e66e7cefe3ca7cf9402f87f3e13c79e.jpg')\n",
      "('Isla and the Happily Ever After (Anna and the French Kiss #3)', 'Five', 48.13, 'young-adult_21', 5.0, ' https://books.toscrape.com/catalogue/media/cache/61/ff/61ffcc9619675c79b1f0b568d6ee870c.jpg')\n",
      "('If I Stay (If I Stay #1)', 'Five', 38.13, 'default_15', 5.0, ' https://books.toscrape.com/catalogue/media/cache/c2/62/c262c55a104878043319173d79986c89.jpg')\n",
      "(\"I Know Why the Caged Bird Sings (Maya Angelou's Autobiography #1)\", 'Two', 36.55, 'default_15', 5.0, ' https://books.toscrape.com/catalogue/media/cache/3b/f1/3bf1eded8dda102ca3f572540273f587.jpg')\n",
      "('Harry Potter and the Deathly Hallows (Harry Potter #7)', 'One', 23.32, 'default_15', 5.0, ' https://books.toscrape.com/catalogue/media/cache/d6/2b/d62b299736dda60f16eb4c5b23f81a82.jpg')\n",
      "('Fruits Basket, Vol. 5 (Fruits Basket #5)', 'One', 16.33, 'sequential-art_5', 5.0, ' https://books.toscrape.com/catalogue/media/cache/8e/25/8e259f84683adbaa30452df5aaa142b3.jpg')\n",
      "('Foundation (Foundation (Publication Order) #1)', 'One', 32.42, 'science-fiction_16', 5.0, ' https://books.toscrape.com/catalogue/media/cache/da/a0/daa08c54a927c27494ea5bb90af79c60.jpg')\n",
      "('Fool Me Once', 'One', 16.96, 'default_15', 5.0, ' https://books.toscrape.com/catalogue/media/cache/2e/ba/2eba785f249284b61928d98972c1b2ca.jpg')\n",
      "('Find Her (Detective D.D. Warren #8)', 'One', 22.37, 'add-a-comment_18', 5.0, ' https://books.toscrape.com/catalogue/media/cache/48/4d/484d8afc2cf8b77a45fa4fec0a5e7b89.jpg')\n",
      "('Evicted: Poverty and Profit in the American City', 'One', 42.27, 'add-a-comment_18', 5.0, ' https://books.toscrape.com/catalogue/media/cache/db/27/db27a90497bcb1b1d8e59dec06264256.jpg')\n",
      "('Drama', 'Two', 38.7, 'default_15', 5.0, ' https://books.toscrape.com/catalogue/media/cache/46/04/4604cba3ffbb4936dd3edb9cbfe26393.jpg')\n",
      "('Dracula the Un-Dead', 'Five', 35.63, 'horror_31', 5.0, ' https://books.toscrape.com/catalogue/media/cache/b1/f2/b1f25fa4623b3ee2db6fb6d6e27c6fb5.jpg')\n",
      "('Digital Fortress', 'Five', 58.0, 'fiction_10', 5.0, ' https://books.toscrape.com/catalogue/media/cache/86/78/86786e20ec80b5b3ec66657870750b73.jpg')\n",
      "('Death Note, Vol. 5: Whiteout (Death Note #5)', 'One', 52.41, 'sequential-art_5', 5.0, ' https://books.toscrape.com/catalogue/media/cache/93/d9/93d98563d32936ffd8db2c19f7857478.jpg')\n",
      "('Data, A Love Story: How I Gamed Online Dating to Meet My Match', 'Three', 32.35, 'nonfiction_13', 5.0, ' https://books.toscrape.com/catalogue/media/cache/f2/c5/f2c56824a5aef38387350243762216eb.jpg')\n",
      "('Critique of Pure Reason', 'One', 20.75, 'philosophy_7', 5.0, ' https://books.toscrape.com/catalogue/media/cache/3b/28/3b28ec3663a81d36272a08e5a49644f2.jpg')\n",
      "('Booked', 'Five', 17.49, 'poetry_23', 5.0, ' https://books.toscrape.com/catalogue/media/cache/cf/3b/cf3b0341f5f4f4ad2c1439c11d32a9b1.jpg')\n",
      "('Blue Lily, Lily Blue (The Raven Cycle #3)', 'Five', 34.13, 'default_15', 5.0, ' https://books.toscrape.com/catalogue/media/cache/16/67/16674db55d7c7c37bf19e1aed4a8cc57.jpg')\n",
      "('Approval Junkie: Adventures in Caring Too Much', 'Five', 58.81, 'autobiography_27', 5.0, ' https://books.toscrape.com/catalogue/media/cache/96/6d/966d8d2afdead087cba0f29a69f89ba5.jpg')\n",
      "('An Abundance of Katherines', 'Five', 10.0, 'young-adult_21', 5.0, ' https://books.toscrape.com/catalogue/media/cache/9b/c8/9bc86bc10a6beea536422bbe82e076fb.jpg')\n",
      "(\"America's War for the Greater Middle East: A Military History\", 'Two', 51.22, 'history_32', 5.0, ' https://books.toscrape.com/catalogue/media/cache/da/0c/da0ca0d6586f8164b7a96d4c807a6c7f.jpg')\n",
      "('Alight (The Generations Trilogy #2)', 'Four', 58.59, 'default_15', 5.0, ' https://books.toscrape.com/catalogue/media/cache/43/74/43749a90eed0e03d9975116ad44fbde3.jpg')\n",
      "(\"A Girl's Guide to Moving On (New Beginnings #2)\", 'One', 31.3, 'romance_8', 5.0, ' https://books.toscrape.com/catalogue/media/cache/17/94/17940ad8d367ea5f28db57e7fc32dac9.jpg')\n",
      "('A Game of Thrones (A Song of Ice and Fire #1)', 'Two', 46.42, 'add-a-comment_18', 5.0, ' https://books.toscrape.com/catalogue/media/cache/37/09/3709ede7460008ec539deb7cd44b688e.jpg')\n",
      "('A Feast for Crows (A Song of Ice and Fire #4)', 'Four', 17.21, 'fantasy_19', 5.0, ' https://books.toscrape.com/catalogue/media/cache/6f/b7/6fb724034c86041a52b247ae53613413.jpg')\n",
      "('A Clash of Kings (A Song of Ice and Fire #2)', 'Three', 10.79, 'add-a-comment_18', 5.0, ' https://books.toscrape.com/catalogue/media/cache/6d/73/6d739416776a66c258ef0cb35f3eb9e1.jpg')\n",
      "('Vogue Colors A to Z: A Fashion Coloring Book', 'Four', 52.35, 'default_15', 4.0, ' https://books.toscrape.com/catalogue/media/cache/09/db/09db3ae79413c88e4ca1aab30368d63d.jpg')\n",
      "('The Shining (The Shining #1)', 'Three', 27.88, 'default_15', 4.0, ' https://books.toscrape.com/catalogue/media/cache/ea/cb/eacbd43aaf46f527416aa5d6561b29ad.jpg')\n",
      "(\"The Pilgrim's Progress\", 'Two', 50.26, 'classics_6', 4.0, ' https://books.toscrape.com/catalogue/media/cache/91/2a/912acfe6ee354d9d9bf3c1fa517c4252.jpg')\n",
      "('The Perfect Play (Play by Play #1)', 'Three', 59.99, 'romance_8', 4.0, ' https://books.toscrape.com/catalogue/media/cache/b0/be/b0be8b72b97ba3185f7d55235d0be76f.jpg')\n",
      "('The Passion of Dolssa', 'Five', 28.32, 'historical-fiction_4', 4.0, ' https://books.toscrape.com/catalogue/media/cache/b3/59/b35975c0df26c40964028a8ccabc9a91.jpg')\n",
      "('The Jazz of Physics: The Secret Link Between Music and the Structure of the Universe', 'Three', 38.71, 'nonfiction_13', 4.0, ' https://books.toscrape.com/catalogue/media/cache/f3/d1/f3d18f7fa858139e133fe4809d3827b5.jpg')\n",
      "('The Hunger Games (The Hunger Games #1)', 'Five', 29.85, 'default_15', 4.0, ' https://books.toscrape.com/catalogue/media/cache/4e/9d/4e9de73d08f8c0b1b6ea859a93f1aa31.jpg')\n",
      "('The Hound of the Baskervilles (Sherlock Holmes #5)', 'Two', 14.82, 'classics_6', 4.0, ' https://books.toscrape.com/catalogue/media/cache/9d/fe/9dfe2a73c6a1a1c09927c904de641ebf.jpg')\n",
      "('The Gunning of America: Business and the Making of American Gun Culture', 'Four', 16.81, 'nonfiction_13', 4.0, ' https://books.toscrape.com/catalogue/media/cache/e2/23/e223db017107fcccf532e5fe753f307d.jpg')\n",
      "(\"The Geography of Bliss: One Grump's Search for the Happiest Places in the World\", 'Two', 28.23, 'nonfiction_13', 4.0, ' https://books.toscrape.com/catalogue/media/cache/fd/51/fd513e918a0b34fb08bc67d1d7065e40.jpg')\n",
      "('The Demonists (Demonist #1)', 'Two', 52.11, 'fantasy_19', 4.0, ' https://books.toscrape.com/catalogue/media/cache/be/f8/bef8aac75369fc2211515cd4c76d3518.jpg')\n",
      "('The Demon Prince of Momochi House, Vol. 4 (The Demon Prince of Momochi House #4)', 'Two', 27.88, 'sequential-art_5', 4.0, ' https://books.toscrape.com/catalogue/media/cache/20/99/20995345e7a87cdfb4503283ae991e84.jpg')\n",
      "('The Bone Hunters (Lexy Vaughan & Steven Macaulay #2)', 'Three', 59.71, 'thriller_37', 4.0, ' https://books.toscrape.com/catalogue/media/cache/8d/1f/8d1f11673fbe46f47f27b9a4c8efbf8a.jpg')\n",
      "('The Beast (Black Dagger Brotherhood #14)', 'Five', 46.08, 'fantasy_19', 4.0, ' https://books.toscrape.com/catalogue/media/cache/d4/76/d4761761d26eb7fe1ba0a9480913a8ca.jpg')\n",
      "('Some Women', 'Five', 13.73, 'womens-fiction_9', 4.0, ' https://books.toscrape.com/catalogue/media/cache/2f/71/2f710e4c53d98e47b73e4d34702a6751.jpg')\n",
      "('Shopaholic Ties the Knot (Shopaholic #3)', 'Five', 48.39, 'womens-fiction_9', 4.0, ' https://books.toscrape.com/catalogue/media/cache/d0/f8/d0f8f438caa5e7adc1c727da4f06ca64.jpg')\n",
      "('Paper and Fire (The Great Library #2)', 'Five', 49.45, 'fantasy_19', 4.0, ' https://books.toscrape.com/catalogue/media/cache/b6/3b/b63bd741fc6ada1e60a33db14bde0277.jpg')\n",
      "('Outlander (Outlander #1)', 'Five', 19.67, 'default_15', 4.0, ' https://books.toscrape.com/catalogue/media/cache/2e/3f/2e3f900dfa0d70799f009f1c07f54697.jpg')\n",
      "('Orchestra of Exiles: The Story of Bronislaw Huberman, the Israel Philharmonic, and the One Thousand Jews He Saved from Nazi Horrors', 'Three', 12.36, 'music_14', 4.0, ' https://books.toscrape.com/catalogue/media/cache/b5/94/b59425287ce6b186715fa7b01054c2bf.jpg')\n",
      "('No One Here Gets Out Alive', 'Five', 20.02, 'music_14', 4.0, ' https://books.toscrape.com/catalogue/media/cache/8e/9b/8e9be254974e64a8a3d365a1571e3ec2.jpg')\n",
      "('Night Shift (Night Shift #1-20)', 'Four', 12.75, 'horror_31', 4.0, ' https://books.toscrape.com/catalogue/media/cache/b8/84/b8843e0c3fbadb1682b095c99eda7f7a.jpg')\n",
      "('Needful Things', 'Four', 47.51, 'horror_31', 4.0, ' https://books.toscrape.com/catalogue/media/cache/d2/d8/d2d818d6654086560072fe1d42189636.jpg')\n",
      "('Mockingjay (The Hunger Games #3)', 'Four', 20.44, 'default_15', 4.0, ' https://books.toscrape.com/catalogue/media/cache/42/5a/425a156d129df73861380d9fe49c1533.jpg')\n",
      "('Misery', 'Two', 34.79, 'horror_31', 4.0, ' https://books.toscrape.com/catalogue/media/cache/cc/fb/ccfb8bb0f63377a67fb0a39d513f6cab.jpg')\n",
      "('Little Women (Little Women #1)', 'Four', 28.07, 'classics_6', 4.0, ' https://books.toscrape.com/catalogue/media/cache/55/a9/55a942b0c092c40bdbb6a1f1be340984.jpg')\n",
      "('It', 'Three', 25.01, 'horror_31', 4.0, ' https://books.toscrape.com/catalogue/media/cache/f9/40/f9409b5717cc44f29aa444d85ad26bdc.jpg')\n",
      "(\"Harry Potter and the Sorcerer's Stone (Harry Potter #1)\", 'Three', 13.9, 'default_15', 4.0, ' https://books.toscrape.com/catalogue/media/cache/e7/3f/e73ff548ede8f14e62854878d86a604f.jpg')\n",
      "('Harry Potter and the Prisoner of Azkaban (Harry Potter #3)', 'Four', 24.17, 'young-adult_21', 4.0, ' https://books.toscrape.com/catalogue/media/cache/27/93/2793d4ce3d27cdcdb7a0961bc218b25f.jpg')\n",
      "('Harry Potter and the Order of the Phoenix (Harry Potter #5)', 'Four', 31.63, 'fantasy_19', 4.0, ' https://books.toscrape.com/catalogue/media/cache/ca/56/ca565814dfe2d9f73d3d6b1ad7265984.jpg')\n",
      "('Harry Potter and the Half-Blood Prince (Harry Potter #6)', 'Five', 48.75, 'fantasy_19', 4.0, ' https://books.toscrape.com/catalogue/media/cache/06/ee/06ee91950f111a29d18bccb0c3418fb4.jpg')\n",
      "('Harry Potter and the Chamber of Secrets (Harry Potter #2)', 'One', 14.74, 'fantasy_19', 4.0, ' https://books.toscrape.com/catalogue/media/cache/9e/3c/9e3c81f9694c5832a24bf590c2a0b610.jpg')\n",
      "('Gone with the Wind', 'Three', 32.49, 'classics_6', 4.0, ' https://books.toscrape.com/catalogue/media/cache/ac/ee/acee20cff19be38cc3efc5e9b50afae4.jpg')\n",
      "('God Is Not Great: How Religion Poisons Everything', 'One', 27.8, 'nonfiction_13', 4.0, ' https://books.toscrape.com/catalogue/media/cache/ff/b8/ffb857154e4bc8af56f33d7277cb9939.jpg')\n",
      "('Girl With a Pearl Earring', 'One', 26.77, 'historical-fiction_4', 4.0, ' https://books.toscrape.com/catalogue/media/cache/b1/5e/b15ec9da5c7b28e2d11347dd2e8c20e5.jpg')\n",
      "('Fruits Basket, Vol. 4 (Fruits Basket #4)', 'Four', 50.44, 'sequential-art_5', 4.0, ' https://books.toscrape.com/catalogue/media/cache/77/0b/770bf7bcb38eaacc6a9392dd0b7af1e4.jpg')\n",
      "('Far From True (Promise Falls Trilogy #2)', 'Two', 34.93, 'thriller_37', 4.0, ' https://books.toscrape.com/catalogue/media/cache/9c/aa/9caacda3ff43984447ee22712e7e9ca9.jpg')\n",
      "('Dark Lover (Black Dagger Brotherhood #1)', 'One', 12.87, 'romance_8', 4.0, ' https://books.toscrape.com/catalogue/media/cache/d8/bd/d8bdea8d4e7db9af8e0cb1b36db448d2.jpg')\n",
      "('Confessions of a Shopaholic (Shopaholic #1)', 'Two', 48.94, 'default_15', 4.0, ' https://books.toscrape.com/catalogue/media/cache/02/88/0288939291a11611aacb27925d3c2d19.jpg')\n",
      "('Changing the Game (Play by Play #2)', 'Three', 13.38, 'romance_8', 4.0, ' https://books.toscrape.com/catalogue/media/cache/7a/6a/7a6a89af2f591d86df6f7c65649463db.jpg')\n",
      "('Candide', 'Three', 58.63, 'classics_6', 4.0, ' https://books.toscrape.com/catalogue/media/cache/e7/7d/e77d917c495e649216225bd47e006482.jpg')\n",
      "('Can You Keep a Secret?', 'One', 21.94, 'womens-fiction_9', 4.0, ' https://books.toscrape.com/catalogue/media/cache/e1/24/e124fe015a3ffa6857eb35c39e89cd61.jpg')\n",
      "('Atlas Shrugged', 'Five', 26.58, 'fiction_10', 4.0, ' https://books.toscrape.com/catalogue/media/cache/9d/3c/9d3c5430a627260e4a8c9ca02c8a8924.jpg')\n",
      "('Animal Farm', 'Three', 57.22, 'classics_6', 4.0, ' https://books.toscrape.com/catalogue/media/cache/73/b9/73b9d68a89e6d037f1afdc70f96bad09.jpg')\n",
      "('A Walk to Remember', 'One', 56.43, 'romance_8', 4.0, ' https://books.toscrape.com/catalogue/media/cache/fe/a9/fea9278c15f5ad41f5d478196cf4132d.jpg')\n",
      "(\"A New Earth: Awakening to Your Life's Purpose\", 'Five', 55.65, 'spirituality_39', 4.0, ' https://books.toscrape.com/catalogue/media/cache/13/1b/131bca3895aa2892f400020cd939cd42.jpg')\n",
      "('A History of God: The 4,000-Year Quest of Judaism, Christianity, and Islam', 'One', 27.62, 'religion_12', 4.0, ' https://books.toscrape.com/catalogue/media/cache/fd/99/fd996fdccb07aa8759f1388a0dea343a.jpg')\n",
      "(\"'Salem's Lot\", 'Four', 49.56, 'horror_31', 4.0, ' https://books.toscrape.com/catalogue/media/cache/d3/55/d35568710e773adf06a0bc756a99f66d.jpg')\n",
      "('Zero History (Blue Ant #3)', 'One', 34.77, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/c6/e9/c6e99bbab7370aec1922a3b37b5acbe2.jpg')\n",
      "('Wuthering Heights', 'Three', 17.73, 'classics_6', 3.0, ' https://books.toscrape.com/catalogue/media/cache/d8/64/d8644073d00c000cb60643256080cc4b.jpg')\n",
      "('World War Z: An Oral History of the Zombie War', 'One', 21.8, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/12/1a/121ae6f29c52eb01f2bec02407bc3e57.jpg')\n",
      "('Wild: From Lost to Found on the Pacific Crest Trail', 'Three', 46.02, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/d3/34/d3347aba8346ccff1dcf3751b4e5b9ab.jpg')\n",
      "(\"Where'd You Go, Bernadette\", 'One', 18.13, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/8e/5d/8e5d5553e08df59154701c1448b40e20.jpg')\n",
      "('When You Are Engulfed in Flames', 'Five', 30.89, 'humor_30', 3.0, ' https://books.toscrape.com/catalogue/media/cache/42/1a/421afe48509fc8cccccad804b64c58dc.jpg')\n",
      "(\"We the People: The Modern-Day Figures Who Have Reshaped and Affirmed the Founding Fathers' Vision of America\", 'Three', 31.95, 'nonfiction_13', 3.0, ' https://books.toscrape.com/catalogue/media/cache/b9/45/b945e870e5188ce6dabbf79ed98b10f1.jpg')\n",
      "('We Are All Completely Beside Ourselves', 'One', 24.04, 'contemporary_38', 3.0, ' https://books.toscrape.com/catalogue/media/cache/8d/95/8d95f4fd1ea785555a28d6371444ce6d.jpg')\n",
      "('Walk the Edge (Thunder Road #2)', 'Three', 32.36, 'young-adult_21', 3.0, ' https://books.toscrape.com/catalogue/media/cache/3f/c5/3fc5fbb8ab3099a5fae8f5d180605905.jpg')\n",
      "('Voyager (Outlander #3)', 'Five', 21.07, 'historical-fiction_4', 3.0, ' https://books.toscrape.com/catalogue/media/cache/6e/22/6e22497cbecedef59be86d1328e4b044.jpg')\n",
      "('Very Good Lives: The Fringe Benefits of Failure and the Importance of Imagination', 'Three', 50.66, 'nonfiction_13', 3.0, ' https://books.toscrape.com/catalogue/media/cache/fd/26/fd264a20852bbecf647475d968ac0409.jpg')\n",
      "('Vegan Vegetarian Omnivore: Dinner for Everyone at the Table', 'Two', 13.66, 'food-and-drink_33', 3.0, ' https://books.toscrape.com/catalogue/media/cache/a1/c7/a1c7dfc9ebc338043cb0420a49f58f5e.jpg')\n",
      "('Unstuffed: Decluttering Your Home, Mind, and Soul', 'One', 58.09, 'nonfiction_13', 3.0, ' https://books.toscrape.com/catalogue/media/cache/68/2d/682d1c7c8aa1010bd138203ae9d2d10b.jpg')\n",
      "('Under the Banner of Heaven: A Story of Violent Faith', 'One', 30.0, 'nonfiction_13', 3.0, ' https://books.toscrape.com/catalogue/media/cache/0a/44/0a44a38a50b7d61facccae446cf30630.jpg')\n",
      "('Two Boys Kissing', 'Two', 32.74, 'young-adult_21', 3.0, ' https://books.toscrape.com/catalogue/media/cache/a0/29/a029efdcb7e61cc2fed1f7404cf065a0.jpg')\n",
      "('Twilight (Twilight #1)', 'Two', 41.93, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/05/22/05220e25687e267099f0aeb329b6f3cc.jpg')\n",
      "('Twenties Girl', 'Two', 42.8, 'womens-fiction_9', 3.0, ' https://books.toscrape.com/catalogue/media/cache/49/ec/49ec020f1dfa44313313495b809f74f1.jpg')\n",
      "(\"Trespassing Across America: One Man's Epic, Never-Done-Before (and Sort of Illegal) Hike Across the Heartland\", 'One', 53.51, 'nonfiction_13', 3.0, ' https://books.toscrape.com/catalogue/media/cache/fb/65/fb6511ce55f5cf2ebf22a90655ad7c42.jpg')\n",
      "('Three-Martini Lunch', 'Three', 23.21, 'fiction_10', 3.0, ' https://books.toscrape.com/catalogue/media/cache/fc/c2/fcc2f183dde593b991e01585f5df1e09.jpg')\n",
      "('Thinking, Fast and Slow', 'One', 21.14, 'psychology_26', 3.0, ' https://books.toscrape.com/catalogue/media/cache/7d/9b/7d9ba3173dcc0194ec63f9c77d0763cb.jpg')\n",
      "('The Wild Robot', 'Three', 56.07, 'childrens_11', 3.0, ' https://books.toscrape.com/catalogue/media/cache/42/48/424876ee529de5b557ebd69286c87343.jpg')\n",
      "('The Wicked + The Divine, Vol. 3: Commercial Suicide (The Wicked + The Divine)', 'Three', 14.41, 'sequential-art_5', 3.0, ' https://books.toscrape.com/catalogue/media/cache/33/cb/33cb44fb2984e4d09dc2263c50b36927.jpg')\n",
      "('The Undomestic Goddess', 'Four', 45.75, 'womens-fiction_9', 3.0, ' https://books.toscrape.com/catalogue/media/cache/e3/e9/e3e95f631eb64252324768ce795b50d7.jpg')\n",
      "('The Travelers', 'One', 15.77, 'thriller_37', 3.0, ' https://books.toscrape.com/catalogue/media/cache/42/a3/42a345bdcb3e13d5922ff79cd1c07d0e.jpg')\n",
      "('The Tipping Point: How Little Things Can Make a Big Difference', 'Two', 10.02, 'add-a-comment_18', 3.0, ' https://books.toscrape.com/catalogue/media/cache/ba/ab/baab7240d3d472f4f868ae8b4481365b.jpg')\n",
      "('The Thing About Jellyfish', 'One', 48.77, 'childrens_11', 3.0, ' https://books.toscrape.com/catalogue/media/cache/ef/d3/efd3fd5390be3a440e28b03b5bb0fd95.jpg')\n",
      "('The Stand', 'Two', 57.86, 'horror_31', 3.0, ' https://books.toscrape.com/catalogue/media/cache/f9/8b/f98bdf42af5e223bc0f6ea6bd0a48a53.jpg')\n",
      "('The Smitten Kitchen Cookbook', 'One', 23.59, 'food-and-drink_33', 3.0, ' https://books.toscrape.com/catalogue/media/cache/93/cb/93cb59d2fa8bab28812989e1a33b4cae.jpg')\n",
      "('The Silkworm (Cormoran Strike #2)', 'Five', 23.05, 'mystery_3', 3.0, ' https://books.toscrape.com/catalogue/media/cache/fa/d2/fad227281b25d606782218a33323991b.jpg')\n",
      "('The Sandman, Vol. 3: Dream Country (The Sandman (volumes) #3)', 'Five', 55.55, 'sequential-art_5', 3.0, ' https://books.toscrape.com/catalogue/media/cache/df/96/df96b9a9739d2421620bfb3622f3c2d0.jpg')\n",
      "('The Rose & the Dagger (The Wrath and the Dawn #2)', 'Four', 58.64, 'fantasy_19', 3.0, ' https://books.toscrape.com/catalogue/media/cache/a9/b6/a9b62c069312790dd2d408b0b57a2976.jpg')\n",
      "('The Road to Little Dribbling: Adventures of an American in Britain (Notes From a Small Island #2)', 'One', 23.21, 'travel_2', 3.0, ' https://books.toscrape.com/catalogue/media/cache/26/f5/26f5d20239a45046e756c6d09611b3ea.jpg')\n",
      "('The Rise of Theodore Roosevelt (Theodore Roosevelt #1)', 'Three', 42.57, 'biography_36', 3.0, ' https://books.toscrape.com/catalogue/media/cache/4c/09/4c090b85892f532210e44d84b752b64d.jpg')\n",
      "(\"The Restaurant at the End of the Universe (Hitchhiker's Guide to the Galaxy #2)\", 'One', 10.92, 'science-fiction_16', 3.0, ' https://books.toscrape.com/catalogue/media/cache/aa/8f/aa8fc991d84aca12ed94a0a2fa1099e5.jpg')\n",
      "('The Rest Is Noise: Listening to the Twentieth Century', 'One', 34.77, 'add-a-comment_18', 3.0, ' https://books.toscrape.com/catalogue/media/cache/fe/74/fe7494f92b03b9c178cf19a038011f18.jpg')\n",
      "('The Red Tent', 'Five', 35.66, 'historical-fiction_4', 3.0, ' https://books.toscrape.com/catalogue/media/cache/15/59/155942710c3ae4bd4ed622df9a999b99.jpg')\n",
      "('The Purpose Driven Life: What on Earth Am I Here for?', 'Three', 37.19, 'add-a-comment_18', 3.0, ' https://books.toscrape.com/catalogue/media/cache/e8/67/e867d03f2a94d84ff1be5800a34b9a95.jpg')\n",
      "('The Purest Hook (Second Circle Tattoos #3)', 'One', 12.25, 'romance_8', 3.0, ' https://books.toscrape.com/catalogue/media/cache/c2/9d/c29dbb9c163edb0e885f897063d619f3.jpg')\n",
      "('The Picture of Dorian Gray', 'Two', 29.7, 'classics_6', 3.0, ' https://books.toscrape.com/catalogue/media/cache/67/29/67297ff3ae6cb02884c52e5250fe7c1a.jpg')\n",
      "('The Paris Wife', 'Three', 36.8, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/c4/81/c481876e0c0057308366ba37f7413b7e.jpg')\n",
      "('The Obsession', 'One', 45.43, 'romance_8', 3.0, ' https://books.toscrape.com/catalogue/media/cache/a6/38/a63804d7adf6fb90b70b226702cb4f7b.jpg')\n",
      "('The Nightingale', 'Four', 26.26, 'fiction_10', 3.0, ' https://books.toscrape.com/catalogue/media/cache/c6/ac/c6ac29eaf9e7de9de175d014d2132428.jpg')\n",
      "('The New Guy (and Other Senior Year Distractions)', 'Three', 44.92, 'young-adult_21', 3.0, ' https://books.toscrape.com/catalogue/media/cache/20/59/2059cab99f3edbb3971347b7a0812cdd.jpg')\n",
      "('The Nanny Diaries (Nanny #1)', 'Five', 52.53, 'womens-fiction_9', 3.0, ' https://books.toscrape.com/catalogue/media/cache/e3/4e/e34e69942bf1327c602ef9754d02a022.jpg')\n",
      "('The Name of God is Mercy', 'Two', 37.25, 'nonfiction_13', 3.0, ' https://books.toscrape.com/catalogue/media/cache/01/7c/017c9fd993b4ebb5676213f6de1f96c5.jpg')\n",
      "('The Maze Runner (The Maze Runner #1)', 'One', 20.93, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/e1/56/e156706ae507fdd59aa933675a480d07.jpg')\n",
      "(\"The Lover's Dictionary\", 'Two', 58.09, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/0b/e9/0be9284a6b11e3517504aa9a44f87a3a.jpg')\n",
      "('The Lonely Ones', 'Five', 43.59, 'childrens_11', 3.0, ' https://books.toscrape.com/catalogue/media/cache/ff/f6/fff64acb3c65cbea2ac9209c2a57af17.jpg')\n",
      "(\"The Lean Startup: How Today's Entrepreneurs Use Continuous Innovation to Create Radically Successful Businesses\", 'Three', 33.92, 'business_35', 3.0, ' https://books.toscrape.com/catalogue/media/cache/52/6e/526e9f360da288db64ca70c89cdbcaa9.jpg')\n",
      "('The Last Painting of Sara de Vos', 'Two', 55.55, 'historical-fiction_4', 3.0, ' https://books.toscrape.com/catalogue/media/cache/1c/e4/1ce4c2573d65ebdc3c85d9a6592d57b1.jpg')\n",
      "('The Land of 10,000 Madonnas', 'Four', 29.64, 'young-adult_21', 3.0, ' https://books.toscrape.com/catalogue/media/cache/af/82/af82a0cccc29dd467330dab0325807c8.jpg')\n",
      "('The Infinities', 'One', 27.41, 'fiction_10', 3.0, ' https://books.toscrape.com/catalogue/media/cache/c8/9e/c89ec72cf70f8d37e049223b90708a5a.jpg')\n",
      "(\"The Husband's Secret\", 'Five', 52.51, 'fiction_10', 3.0, ' https://books.toscrape.com/catalogue/media/cache/95/27/9527e680e56bb3f8d9bf4e8882a3b723.jpg')\n",
      "(\"The Hitchhiker's Guide to the Galaxy (Hitchhiker's Guide to the Galaxy #1)\", 'Three', 47.8, 'add-a-comment_18', 3.0, ' https://books.toscrape.com/catalogue/media/cache/f4/00/f4000d1f2348894ec00679674a5b5d4f.jpg')\n",
      "('The Guns of August', 'Two', 14.54, 'history_32', 3.0, ' https://books.toscrape.com/catalogue/media/cache/ca/23/ca23598be538026a7898232e8a1079d0.jpg')\n",
      "('The Guernsey Literary and Potato Peel Pie Society', 'One', 49.53, 'historical-fiction_4', 3.0, ' https://books.toscrape.com/catalogue/media/cache/98/e3/98e3925e5e6a66acf2cde918fc147205.jpg')\n",
      "('The Goldfinch', 'Three', 43.58, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/d3/af/d3afd585a95c0b8b59f73f2948cef8c8.jpg')\n",
      "('The Giver (The Giver Quartet #1)', 'One', 12.3, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/fe/a1/fea18082a98781b8e87bdf99065f4887.jpg')\n",
      "('The Girl with All the Gifts', 'Three', 49.47, 'horror_31', 3.0, ' https://books.toscrape.com/catalogue/media/cache/9a/91/9a911066cb404976bcc25dbc8817432a.jpg')\n",
      "('The Girl Who Played with Fire (Millennium Trilogy #2)', 'Two', 22.14, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/21/7f/217f8cd244c5dfbd2ed860695694f545.jpg')\n",
      "(\"The Girl Who Kicked the Hornet's Nest (Millennium Trilogy #3)\", 'One', 57.48, 'add-a-comment_18', 3.0, ' https://books.toscrape.com/catalogue/media/cache/fb/c5/fbc5ed73ca9452af655115c7bd006e83.jpg')\n",
      "('The Exiled', 'Three', 43.45, 'mystery_3', 3.0, ' https://books.toscrape.com/catalogue/media/cache/dd/29/dd29147b962e4480491cac5bce41e4e4.jpg')\n",
      "('The End of Faith: Religion, Terror, and the Future of Reason', 'Four', 22.13, 'add-a-comment_18', 3.0, ' https://books.toscrape.com/catalogue/media/cache/69/97/69978f609f9c1cb470ce1aa0774cf9d1.jpg')\n",
      "('The Elegant Universe: Superstrings, Hidden Dimensions, and the Quest for the Ultimate Theory', 'Four', 13.03, 'science_22', 3.0, ' https://books.toscrape.com/catalogue/media/cache/5e/db/5edba3f8d50df6306bc5aa3f2516bd0c.jpg')\n",
      "('The Disappearing Spoon: And Other True Tales of Madness, Love, and the History of the World from the Periodic Table of the Elements', 'Five', 57.35, 'science_22', 3.0, ' https://books.toscrape.com/catalogue/media/cache/47/cd/47cd27d1ae8935f974541829eea328f2.jpg')\n",
      "('The Devil Wears Prada (The Devil Wears Prada #1)', 'One', 44.29, 'womens-fiction_9', 3.0, ' https://books.toscrape.com/catalogue/media/cache/21/ac/21acb843702d1448519cc8bf0d5da728.jpg')\n",
      "('The Demon-Haunted World: Science as a Candle in the Dark', 'Four', 52.25, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/f2/a1/f2a18461821c1842a4bc8041de6a8d40.jpg')\n",
      "('The Day the Crayons Came Home (Crayons)', 'Five', 26.33, 'childrens_11', 3.0, ' https://books.toscrape.com/catalogue/media/cache/34/b2/34b2631bafd148bcd8dcd850a4b75971.jpg')\n",
      "('The Da Vinci Code (Robert Langdon #2)', 'Two', 22.96, 'fiction_10', 3.0, ' https://books.toscrape.com/catalogue/media/cache/90/81/90810ccd85e7f49b9040246800a19b44.jpg')\n",
      "(\"The Cuckoo's Calling (Cormoran Strike #1)\", 'One', 19.21, 'mystery_3', 3.0, ' https://books.toscrape.com/catalogue/media/cache/72/ec/72ec24f082aba608ca37bc3aeaf57317.jpg')\n",
      "('The Complete Stories and Poems (The Works of Edgar Allan Poe [Cameo Edition])', 'Four', 26.78, 'classics_6', 3.0, ' https://books.toscrape.com/catalogue/media/cache/55/2d/552d55d44dcc0f27e98b3e7dc3959e1a.jpg')\n",
      "('The Complete Poems', 'Five', 41.32, 'add-a-comment_18', 3.0, ' https://books.toscrape.com/catalogue/media/cache/e5/cb/e5cb32b76ae2e45823f1d50446c9ae58.jpg')\n",
      "('The Catcher in the Rye', 'One', 24.55, 'add-a-comment_18', 3.0, ' https://books.toscrape.com/catalogue/media/cache/b4/54/b4540e3eb2e980d0c2b45c5c4432f28b.jpg')\n",
      "('The Cat in the Hat (Beginner Books B-1)', 'Two', 16.26, 'childrens_11', 3.0, ' https://books.toscrape.com/catalogue/media/cache/3c/45/3c4578b3f58e5b4afea86f886b201fd8.jpg')\n",
      "('The Case for Christ (Cases for Christianity)', 'One', 47.84, 'add-a-comment_18', 3.0, ' https://books.toscrape.com/catalogue/media/cache/fc/42/fc42d56ac8d3ee46bfea880d0cf46a5e.jpg')\n",
      "('The Book Thief', 'Two', 53.49, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/54/0b/540bd6b063db9cc37fcfa7d9d8a97c7d.jpg')\n",
      "('The Book of Basketball: The NBA According to The Sports Guy', 'Five', 44.84, 'sports-and-games_17', 3.0, ' https://books.toscrape.com/catalogue/media/cache/73/bb/73bbe0a70806f8a732b9a7a7a343c5ec.jpg')\n",
      "('The Blind Side: Evolution of a Game', 'Five', 53.71, 'add-a-comment_18', 3.0, ' https://books.toscrape.com/catalogue/media/cache/a2/2a/a22a10fdc420dce290c7c85dde23f093.jpg')\n",
      "('The Autobiography of Malcolm X', 'Two', 23.43, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/d7/4d/d74ddd5fd851eb01a201e7de7f4d5832.jpg')\n",
      "('The Art of Simple Food: Notes, Lessons, and Recipes from a Delicious Revolution', 'Three', 34.32, 'food-and-drink_33', 3.0, ' https://books.toscrape.com/catalogue/media/cache/ce/50/ce507dd8849b38d2c3eebb0e691c1aab.jpg')\n",
      "('The Art of Fielding', 'One', 22.1, 'fiction_10', 3.0, ' https://books.toscrape.com/catalogue/media/cache/8a/fe/8afee4ecfc952010bcb70f72e4728d16.jpg')\n",
      "(\"Surely You're Joking, Mr. Feynman!: Adventures of a Curious Character\", 'Two', 25.83, 'science_22', 3.0, ' https://books.toscrape.com/catalogue/media/cache/a5/50/a550edf8668b36d52d37080a804944ab.jpg')\n",
      "('Stiff: The Curious Lives of Human Cadavers', 'Three', 36.74, 'nonfiction_13', 3.0, ' https://books.toscrape.com/catalogue/media/cache/00/01/0001685f344cae0e6921bc3f8256b54e.jpg')\n",
      "('Spilled Milk: Based on a True Story', 'One', 49.51, 'nonfiction_13', 3.0, ' https://books.toscrape.com/catalogue/media/cache/2e/a3/2ea30e892e0060412f854b31a4e72e47.jpg')\n",
      "('Something Borrowed (Darcy & Rachel #1)', 'Five', 48.96, 'womens-fiction_9', 3.0, ' https://books.toscrape.com/catalogue/media/cache/82/ed/82ed95c8c6c3ee6171fe3b55d766a9ec.jpg')\n",
      "('Something Blue (Darcy & Rachel #2)', 'One', 54.62, 'womens-fiction_9', 3.0, ' https://books.toscrape.com/catalogue/media/cache/29/26/2926c885f673e84d7fc46240b1f77eb2.jpg')\n",
      "('Soldier (Talon #3)', 'Two', 24.72, 'fantasy_19', 3.0, ' https://books.toscrape.com/catalogue/media/cache/79/15/7915bf4c3d1a2f7fd39c4edff580e91f.jpg')\n",
      "('Shopaholic & Baby (Shopaholic #5)', 'Two', 46.45, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/75/b1/75b1b239670c929c4e17b9a67ebb6272.jpg')\n",
      "('Seven Days in the Art World', 'Two', 52.33, 'add-a-comment_18', 3.0, ' https://books.toscrape.com/catalogue/media/cache/92/2f/922f6fcd3282a0da76cc14fc13ae2411.jpg')\n",
      "('Seven Brief Lessons on Physics', 'Four', 30.6, 'science_22', 3.0, ' https://books.toscrape.com/catalogue/media/cache/ae/f9/aef933758e39ba5e4327b2152478bb1a.jpg')\n",
      "('Scarlet (The Lunar Chronicles #2)', 'Four', 14.57, 'young-adult_21', 3.0, ' https://books.toscrape.com/catalogue/media/cache/97/04/9704e3b9203e9b029134d0b86c17613b.jpg')\n",
      "(\"Sarah's Key\", 'One', 46.29, 'add-a-comment_18', 3.0, ' https://books.toscrape.com/catalogue/media/cache/36/94/3694ded38770738af6a6959636124331.jpg')\n",
      "('Saga, Volume 3 (Saga (Collected Editions) #3)', 'Five', 21.57, 'sequential-art_5', 3.0, ' https://books.toscrape.com/catalogue/media/cache/55/89/5589eb7a8127d04add1c4205186d91d4.jpg')\n",
      "('Running with Scissors', 'Four', 12.91, 'autobiography_27', 3.0, ' https://books.toscrape.com/catalogue/media/cache/4c/e1/4ce1ed40df359e001020e1ea55674381.jpg')\n",
      "('Rogue Lawyer (Rogue Lawyer #1)', 'Three', 50.11, 'add-a-comment_18', 3.0, ' https://books.toscrape.com/catalogue/media/cache/2d/d0/2dd096d0fa0af96560c16aeffea83d4a.jpg')\n",
      "('Rise of the Rocket Girls: The Women Who Propelled Us, from Missiles to the Moon to Mars', 'Four', 41.67, 'nonfiction_13', 3.0, ' https://books.toscrape.com/catalogue/media/cache/1c/41/1c41d9cb63d3627fc60a1f3ba42da963.jpg')\n",
      "('Rework', 'Two', 44.88, 'business_35', 3.0, ' https://books.toscrape.com/catalogue/media/cache/12/23/12233a9d0bf8187a988c27c6a54b3d31.jpg')\n",
      "('Reservations for Two', 'Three', 11.1, 'romance_8', 3.0, ' https://books.toscrape.com/catalogue/media/cache/7a/13/7a13d10c37d4b975145bfa493f69fbf0.jpg')\n",
      "('Red: The True Story of Red Riding Hood', 'Three', 28.54, 'childrens_11', 3.0, ' https://books.toscrape.com/catalogue/media/cache/9d/dd/9ddd21ce54bf11eb84bf6986decb9915.jpg')\n",
      "('Ready Player One', 'Four', 19.07, 'science-fiction_16', 3.0, ' https://books.toscrape.com/catalogue/media/cache/b9/af/b9afd75c09ff7bf82c9a158a34cb993d.jpg')\n",
      "(\"Quiet: The Power of Introverts in a World That Can't Stop Talking\", 'One', 43.55, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/15/fd/15fd39b56579a9038ad1233ceb91951d.jpg')\n",
      "('Prodigy: The Graphic Novel (Legend: The Graphic Novel #2)', 'Three', 43.63, 'sequential-art_5', 3.0, ' https://books.toscrape.com/catalogue/media/cache/1b/8b/1b8b733db667fc3a7bbca0d65fa078f1.jpg')\n",
      "('Persepolis: The Story of a Childhood (Persepolis #1-2)', 'One', 39.13, 'sequential-art_5', 3.0, ' https://books.toscrape.com/catalogue/media/cache/9d/5f/9d5f4a231a2ee898ed76f603b3e40163.jpg')\n",
      "('Packing for Mars: The Curious Science of Life in the Void', 'Two', 56.68, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/f1/33/f13365561defe8ad6f80c26d2216633c.jpg')\n",
      "('Outliers: The Story of Success', 'One', 14.16, 'nonfiction_13', 3.0, ' https://books.toscrape.com/catalogue/media/cache/7c/7f/7c7f3a48d03cdbdd87c07482711b72f9.jpg')\n",
      "('Original Fake', 'Three', 31.45, 'sequential-art_5', 3.0, ' https://books.toscrape.com/catalogue/media/cache/39/99/3999845b6800427aad3d45041586a171.jpg')\n",
      "('Orange Is the New Black', 'Two', 24.61, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/c4/cf/c4cf1668dcb49c698e8cc2c6553b1237.jpg')\n",
      "('One for the Money (Stephanie Plum #1)', 'Two', 32.87, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/3f/7a/3f7a775ec9fe618e122e3d3b4f91dc22.jpg')\n",
      "('Notes from a Small Island (Notes From a Small Island #1)', 'One', 40.17, 'nonfiction_13', 3.0, ' https://books.toscrape.com/catalogue/media/cache/8f/40/8f40ba4f73d2c70e0ccc15d77dc3c220.jpg')\n",
      "('Night (The Night Trilogy #1)', 'One', 13.51, 'nonfiction_13', 3.0, ' https://books.toscrape.com/catalogue/media/cache/b2/45/b245b0b715de260634e66a05a024cc52.jpg')\n",
      "('Neither Here nor There: Travels in Europe', 'Three', 38.95, 'travel_2', 3.0, ' https://books.toscrape.com/catalogue/media/cache/c9/9a/c99a7a05537cd842eb4db83d537e3a4d.jpg')\n",
      "('Naked', 'Three', 31.69, 'humor_30', 3.0, ' https://books.toscrape.com/catalogue/media/cache/80/2b/802b92421a7314b0a6afef8a9754cf5c.jpg')\n",
      "('Morning Star (Red Rising #3)', 'One', 29.4, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/53/4b/534bffd5988b0ddf6b587de76fa63d9a.jpg')\n",
      "('Miracles from Heaven: A Little Girl, Her Journey to Heaven, and Her Amazing Story of Healing', 'One', 57.83, 'nonfiction_13', 3.0, ' https://books.toscrape.com/catalogue/media/cache/60/cd/60cda3c756f14ef6625b979cfeb230ea.jpg')\n",
      "('Midnight Riot (Peter Grant/ Rivers of London - books #1)', 'Two', 55.46, 'fantasy_19', 3.0, ' https://books.toscrape.com/catalogue/media/cache/cd/65/cd65e4ee648ae23f6cdafb41e4948d6e.jpg')\n",
      "('Me Talk Pretty One Day', 'Two', 57.6, 'autobiography_27', 3.0, ' https://books.toscrape.com/catalogue/media/cache/61/b2/61b220c2079a45a7975a397c8849e00e.jpg')\n",
      "('Manuscript Found in Accra', 'Two', 34.98, 'add-a-comment_18', 3.0, ' https://books.toscrape.com/catalogue/media/cache/d9/54/d9540861f39f0b181b3fb13d57025f0c.jpg')\n",
      "('Lust & Wonder', 'Two', 11.87, 'autobiography_27', 3.0, ' https://books.toscrape.com/catalogue/media/cache/25/1c/251ce4355601534338a646f2b63be93a.jpg')\n",
      "('Lila (Gilead #3)', 'Three', 12.47, 'fiction_10', 3.0, ' https://books.toscrape.com/catalogue/media/cache/9b/37/9b37bcfb1a44dabbef36f5bf899df4b0.jpg')\n",
      "(\"Life, the Universe and Everything (Hitchhiker's Guide to the Galaxy #3)\", 'Two', 33.26, 'science-fiction_16', 3.0, ' https://books.toscrape.com/catalogue/media/cache/54/ca/54cac05a3026d35e713133a1fe49f6c8.jpg')\n",
      "('Life Without a Recipe', 'Five', 59.04, 'autobiography_27', 3.0, ' https://books.toscrape.com/catalogue/media/cache/9e/4f/9e4fb935df3113056cc9bdee6cd09ea6.jpg')\n",
      "('Life After Life', 'Two', 26.13, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/60/4b/604b6a188b8ad3cfaeda67039399fcb6.jpg')\n",
      "('Letter to a Christian Nation', 'One', 22.2, 'nonfiction_13', 3.0, ' https://books.toscrape.com/catalogue/media/cache/88/21/8821ea9cd21326e41e095619b822a4a8.jpg')\n",
      "(\"Let's Pretend This Never Happened: A Mostly True Memoir\", 'One', 45.11, 'nonfiction_13', 3.0, ' https://books.toscrape.com/catalogue/media/cache/f5/8a/f58a15a50b2d70a4a8fd4fa6485a7009.jpg')\n",
      "('Legend (Legend #1)', 'Four', 43.69, 'young-adult_21', 3.0, ' https://books.toscrape.com/catalogue/media/cache/57/8f/578f1512a0f0a9d3c2ab9543f7b4506f.jpg')\n",
      "('Lean In: Women, Work, and the Will to Lead', 'One', 25.02, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/c2/4f/c24fc1d77ec9dd6e0c863484041c482f.jpg')\n",
      "(\"Lamb: The Gospel According to Biff, Christ's Childhood Pal\", 'Five', 55.5, 'humor_30', 3.0, ' https://books.toscrape.com/catalogue/media/cache/c4/69/c469440eeffdd84ac3f4b09bd575c548.jpg')\n",
      "('Lady Renegades (Rebel Belle #3)', 'Five', 53.04, 'young-adult_21', 3.0, ' https://books.toscrape.com/catalogue/media/cache/86/36/8636b9056ea6930c153cd1d5b4aed36a.jpg')\n",
      "('Jurassic Park (Jurassic Park #1)', 'One', 44.97, 'fiction_10', 3.0, ' https://books.toscrape.com/catalogue/media/cache/26/9e/269e8962f39f359559a46cae86576128.jpg')\n",
      "(\"It's Never Too Late to Begin Again: Discovering Creativity and Meaning at Midlife and Beyond\", 'One', 42.38, 'nonfiction_13', 3.0, ' https://books.toscrape.com/catalogue/media/cache/27/f5/27f54466115767b767133ee034543cb5.jpg')\n",
      "('Is Everyone Hanging Out Without Me? (And Other Concerns)', 'Three', 20.11, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/80/4f/804fbcee4a4afa6498badaa12709c049.jpg')\n",
      "('Into the Wild', 'Five', 56.7, 'nonfiction_13', 3.0, ' https://books.toscrape.com/catalogue/media/cache/de/c9/dec9168a8a3876b60feedb68aeb0225b.jpg')\n",
      "('Inferno (Robert Langdon #4)', 'Five', 41.0, 'fiction_10', 3.0, ' https://books.toscrape.com/catalogue/media/cache/ec/15/ec15a39e6f193636635f20a7354b08f6.jpg')\n",
      "(\"In the Garden of Beasts: Love, Terror, and an American Family in Hitler's Berlin\", 'Three', 28.85, 'nonfiction_13', 3.0, ' https://books.toscrape.com/catalogue/media/cache/b5/a2/b5a295c15ac586c6daa84e6e20f47b06.jpg')\n",
      "('If I Run (If I Run #1)', 'Four', 49.97, 'christian-fiction_34', 3.0, ' https://books.toscrape.com/catalogue/media/cache/54/17/54179d9af49616b1ef35a0bb23294b14.jpg')\n",
      "(\"I've Got Your Number\", 'One', 19.69, 'womens-fiction_9', 3.0, ' https://books.toscrape.com/catalogue/media/cache/3d/40/3d407a69fe55223fb4cfec577a9a8ee2.jpg')\n",
      "('I Am Malala: The Girl Who Stood Up for Education and Was Shot by the Taliban', 'Two', 28.88, 'nonfiction_13', 3.0, ' https://books.toscrape.com/catalogue/media/cache/69/07/69077c48327b2702f44adc035fcc1ce4.jpg')\n",
      "('Hungry Girl Clean & Hungry: Easy All-Natural Recipes for Healthy Eating in the Real World', 'Three', 33.14, 'food-and-drink_33', 3.0, ' https://books.toscrape.com/catalogue/media/cache/54/63/54630f76b730d2d00dc8d75921992af2.jpg')\n",
      "('House of Lost Worlds: Dinosaurs, Dynasties, and the Story of Life on Earth', 'Two', 43.7, 'history_32', 3.0, ' https://books.toscrape.com/catalogue/media/cache/f5/b7/f5b783f6cfdfe30895d912f9e337bb22.jpg')\n",
      "('House of Leaves', 'One', 54.89, 'horror_31', 3.0, ' https://books.toscrape.com/catalogue/media/cache/20/c2/20c2ff61355569b4f84e2f847e37db25.jpg')\n",
      "('Horrible Bear!', 'Two', 37.52, 'childrens_11', 3.0, ' https://books.toscrape.com/catalogue/media/cache/9f/9c/9f9c8afb3befd7ab2629c76983445766.jpg')\n",
      "('Holidays on Ice', 'Two', 51.07, 'humor_30', 3.0, ' https://books.toscrape.com/catalogue/media/cache/57/4c/574cbab555bb7d21e50b20267383e45d.jpg')\n",
      "('Heir to the Sky', 'Four', 44.07, 'fantasy_19', 3.0, ' https://books.toscrape.com/catalogue/media/cache/36/39/36393f3294ab28afe4a2117fc987be75.jpg')\n",
      "('Green Eggs and Ham (Beginner Books B-16)', 'Four', 10.79, 'childrens_11', 3.0, ' https://books.toscrape.com/catalogue/media/cache/38/91/38916e718a4a117d62cbb8e10c7443ff.jpg')\n",
      "('Grayson, Vol 3: Nemesis (Grayson #3)', 'One', 42.72, 'sequential-art_5', 3.0, ' https://books.toscrape.com/catalogue/media/cache/a9/10/a9105d5dbdc6a339c21d6635b3dc1697.jpg')\n",
      "('Gratitude', 'Five', 26.66, 'nonfiction_13', 3.0, ' https://books.toscrape.com/catalogue/media/cache/56/73/5673fea5d08ad840ade774146ce07b28.jpg')\n",
      "('Gone Girl', 'Five', 37.6, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/73/21/7321b201d1c51a1c3b777a72c4bc0ea9.jpg')\n",
      "('Golden (Heart of Dread #3)', 'Four', 42.21, 'young-adult_21', 3.0, ' https://books.toscrape.com/catalogue/media/cache/c2/8b/c28ba565e29fd6879ccf4738fbf06696.jpg')\n",
      "('Girl in the Blue Coat', 'Two', 46.83, 'historical-fiction_4', 3.0, ' https://books.toscrape.com/catalogue/media/cache/15/ea/15eaabd188af8916c4a37d135f7b8952.jpg')\n",
      "('Fruits Basket, Vol. 3 (Fruits Basket #3)', 'Two', 45.17, 'sequential-art_5', 3.0, ' https://books.toscrape.com/catalogue/media/cache/85/d2/85d2821dbc2d274f516582449199015e.jpg')\n",
      "('Friday Night Lights: A Town, a Team, and a Dream', 'Three', 51.22, 'sports-and-games_17', 3.0, ' https://books.toscrape.com/catalogue/media/cache/89/e8/89e87f1e98993377949855563aa1f982.jpg')\n",
      "('Fire Bound (Sea Haven/Sisters of the Heart #5)', 'Four', 21.28, 'add-a-comment_18', 3.0, ' https://books.toscrape.com/catalogue/media/cache/33/fb/33fba23401f34bd8cd5287f5ca640502.jpg')\n",
      "('Fifty Shades Freed (Fifty Shades #3)', 'Five', 15.36, 'adult-fiction_29', 3.0, ' https://books.toscrape.com/catalogue/media/cache/f4/07/f407d3bbf457d35701dfe72ee9ef3b68.jpg')\n",
      "('Fellside', 'One', 38.62, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/cc/06/cc0645a0e77fc831377456199f9e0a94.jpg')\n",
      "('Extreme Prey (Lucas Davenport #26)', 'Three', 25.4, 'mystery_3', 3.0, ' https://books.toscrape.com/catalogue/media/cache/0a/b2/0ab24d35793497f6a72137191b91659e.jpg')\n",
      "('Eragon (The Inheritance Cycle #1)', 'Three', 43.87, 'fantasy_19', 3.0, ' https://books.toscrape.com/catalogue/media/cache/8e/5a/8e5a6639c7e2f9b59ff15f04a3b055e1.jpg')\n",
      "('Eclipse (Twilight #3)', 'One', 18.74, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/cf/04/cf0433b690aab40a7ceddb682c90a54b.jpg')\n",
      "('Dune (Dune #1)', 'One', 54.86, 'science-fiction_16', 3.0, ' https://books.toscrape.com/catalogue/media/cache/63/a9/63a9a4e0c8e3c6ee2075a766b873cd31.jpg')\n",
      "('Dracula', 'Three', 52.62, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/16/0e/160e4bca2350f51d5ec2fe4a0f88543a.jpg')\n",
      "('Do Androids Dream of Electric Sheep? (Blade Runner #1)', 'One', 51.48, 'science-fiction_16', 3.0, ' https://books.toscrape.com/catalogue/media/cache/c7/a3/c7a3d04df9cbc857b149cd76d32e3030.jpg')\n",
      "('Disrupted: My Misadventure in the Start-Up Bubble', 'Five', 15.28, 'nonfiction_13', 3.0, ' https://books.toscrape.com/catalogue/media/cache/b7/2e/b72ee05aebe1a2563e30582a35bb5372.jpg')\n",
      "('Dead Wake: The Last Crossing of the Lusitania', 'Five', 39.24, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/18/6b/186b3ff364117b6771a99d18b944e801.jpg')\n",
      "('David and Goliath: Underdogs, Misfits, and the Art of Battling Giants', 'One', 17.81, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/e5/2a/e52aa0bc6f8fcf894ffbe132b68f903e.jpg')\n",
      "('Darkfever (Fever #1)', 'One', 56.02, 'fantasy_19', 3.0, ' https://books.toscrape.com/catalogue/media/cache/f2/53/f253cb694eae2cc512e395f2d54eefd5.jpg')\n",
      "('Dark Places', 'Five', 23.9, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/48/77/48772730eb8ab688bcded3c230049e60.jpg')\n",
      "('Crazy Rich Asians (Crazy Rich Asians #1)', 'Five', 49.13, 'fiction_10', 3.0, ' https://books.toscrape.com/catalogue/media/cache/05/37/053789bf4a9b520bf76fc9eea14e780e.jpg')\n",
      "('Counting Thyme', 'One', 10.62, 'childrens_11', 3.0, ' https://books.toscrape.com/catalogue/media/cache/1a/53/1a53aab1bf630cb7da16181d405987cc.jpg')\n",
      "('Cosmos', 'Two', 36.17, 'add-a-comment_18', 3.0, ' https://books.toscrape.com/catalogue/media/cache/e9/6e/e96eeedd915f4af106df0977404a0b8f.jpg')\n",
      "('Civilization and Its Discontents', 'Two', 59.95, 'psychology_26', 3.0, ' https://books.toscrape.com/catalogue/media/cache/5c/27/5c2728296f41f2f0fb52142e35f49570.jpg')\n",
      "('Cinder (The Lunar Chronicles #1)', 'One', 26.09, 'young-adult_21', 3.0, ' https://books.toscrape.com/catalogue/media/cache/55/2d/552d4630bed694b33b042990e30722d3.jpg')\n",
      "(\"Catastrophic Happiness: Finding Joy in Childhood's Messy Years\", 'Two', 37.35, 'parenting_28', 3.0, ' https://books.toscrape.com/catalogue/media/cache/3c/b9/3cb9c84d2a6a66f8bb6601d4f33deaa0.jpg')\n",
      "('Career of Evil (Cormoran Strike #3)', 'Two', 24.72, 'mystery_3', 3.0, ' https://books.toscrape.com/catalogue/media/cache/40/f8/40f897ffbfda6e88e5763c157cfd0930.jpg')\n",
      "('Breaking Dawn (Twilight #4)', 'Five', 35.28, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/7f/14/7f14ab5b29802231676c975915fdaa46.jpg')\n",
      "('Brave Enough', 'Five', 51.32, 'nonfiction_13', 3.0, ' https://books.toscrape.com/catalogue/media/cache/52/f5/52f5c0cb27e1f26b2639ff3f78acf833.jpg')\n",
      "('Boy Meets Boy', 'Three', 21.12, 'young-adult_21', 3.0, ' https://books.toscrape.com/catalogue/media/cache/86/3c/863c3b48499a99392aace127df8b43e5.jpg')\n",
      "('Born to Run: A Hidden Tribe, Superathletes, and the Greatest Race the World Has Never Seen', 'Two', 27.35, 'nonfiction_13', 3.0, ' https://books.toscrape.com/catalogue/media/cache/3a/bd/3abdfc779aede13dbd2eefe34f91dbb1.jpg')\n",
      "('Blink: The Power of Thinking Without Thinking', 'Five', 21.74, 'nonfiction_13', 3.0, ' https://books.toscrape.com/catalogue/media/cache/41/be/41be12dcc78968882b11108acb79d1c7.jpg')\n",
      "('Black Flags: The Rise of ISIS', 'One', 40.87, 'nonfiction_13', 3.0, ' https://books.toscrape.com/catalogue/media/cache/54/a3/54a3916506dc5bd1a6ea2200a3d0b28f.jpg')\n",
      "('Black Butler, Vol. 1 (Black Butler #1)', 'One', 49.31, 'sequential-art_5', 3.0, ' https://books.toscrape.com/catalogue/media/cache/86/bb/86bb13ef73474e6e96acea6e5ff44231.jpg')\n",
      "('Big Little Lies', 'One', 22.11, 'fiction_10', 3.0, ' https://books.toscrape.com/catalogue/media/cache/c5/3f/c53fd6a9300ac091351e3830273a4d42.jpg')\n",
      "('Between Shades of Gray', 'Five', 20.79, 'historical-fiction_4', 3.0, ' https://books.toscrape.com/catalogue/media/cache/df/45/df45004c7a4c3940946ad09f85805565.jpg')\n",
      "(\"Best of My Love (Fool's Gold #20)\", 'Two', 27.41, 'romance_8', 3.0, ' https://books.toscrape.com/catalogue/media/cache/c1/0a/c10a83087db24c35f88555f2b8511e9e.jpg')\n",
      "('Beowulf', 'Two', 38.35, 'classics_6', 3.0, ' https://books.toscrape.com/catalogue/media/cache/3d/8c/3d8cd7a42d3e57cb10e02f9ab76bd549.jpg')\n",
      "('Beautiful Creatures (Caster Chronicles #1)', 'Five', 21.55, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/82/30/82301a313be5a9ef4cedce8c79a54669.jpg')\n",
      "('Awkward', 'Two', 38.02, 'sequential-art_5', 3.0, ' https://books.toscrape.com/catalogue/media/cache/71/82/718278fb0edaa50e1f1930cdd2048d87.jpg')\n",
      "('Ash', 'Four', 22.06, 'fantasy_19', 3.0, ' https://books.toscrape.com/catalogue/media/cache/20/ea/20ea16f618488e65f6abc5535fa77610.jpg')\n",
      "('Are We There Yet?', 'Three', 10.66, 'childrens_11', 3.0, ' https://books.toscrape.com/catalogue/media/cache/5d/c7/5dc7a906a9257824ae5aca5e33dfb0cd.jpg')\n",
      "('Are We Smart Enough to Know How Smart Animals Are?', 'One', 56.58, 'nonfiction_13', 3.0, ' https://books.toscrape.com/catalogue/media/cache/18/c1/18c1089811f55295b689bda892628fee.jpg')\n",
      "('Annie on My Mind', 'Five', 36.83, 'young-adult_21', 3.0, ' https://books.toscrape.com/catalogue/media/cache/78/2c/782c8d1e4ab324d978c5dadca02e8cd8.jpg')\n",
      "('And Then There Were None', 'Two', 35.01, 'classics_6', 3.0, ' https://books.toscrape.com/catalogue/media/cache/6f/b0/6fb0c3064656f888125ab577b6a01867.jpg')\n",
      "('A Walk in the Woods: Rediscovering America on the Appalachian Trail', 'Four', 30.48, 'nonfiction_13', 3.0, ' https://books.toscrape.com/catalogue/media/cache/39/51/3951dc08d449aa692ce82eefb692254e.jpg')\n",
      "('A Visit from the Goon Squad', 'Five', 14.08, 'default_15', 3.0, ' https://books.toscrape.com/catalogue/media/cache/fb/b0/fbb08b1e3eb34d5401e815e40eab0df9.jpg')\n",
      "('A Storm of Swords (A Song of Ice and Fire #3)', 'Two', 31.22, 'fantasy_19', 3.0, ' https://books.toscrape.com/catalogue/media/cache/0b/c8/0bc884c23d4204aec7bbf35d5e8849f6.jpg')\n",
      "('A Heartbreaking Work of Staggering Genius', 'Five', 54.29, 'autobiography_27', 3.0, ' https://books.toscrape.com/catalogue/media/cache/47/f3/47f3d4f1e85773bf41ba64a036e37994.jpg')\n",
      "('8 Keys to Mental Health Through Exercise', 'One', 31.04, 'psychology_26', 3.0, ' https://books.toscrape.com/catalogue/media/cache/37/5e/375e0267fe12e7aa1f9f7f2bd2711ecb.jpg')\n",
      "('#GIRLBOSS', 'One', 50.96, 'add-a-comment_18', 3.0, ' https://books.toscrape.com/catalogue/media/cache/4d/3a/4d3a9198fd6fd7b66ad7742b37c7f3ac.jpg')\n",
      "('The Suffragettes (Little Black Classics, #96)', 'Two', 11.89, 'nonfiction_13', 2.0, ' https://books.toscrape.com/catalogue/media/cache/8f/39/8f399ee98cb1a7c77525123b00d4b3e0.jpg')\n",
      "('The Sense of an Ending', 'Three', 31.38, 'add-a-comment_18', 2.0, ' https://books.toscrape.com/catalogue/media/cache/c4/d2/c4d2764a45584960ee18de814191e21a.jpg')\n",
      "(\"The Sandman, Vol. 2: The Doll's House (The Sandman (volumes) #2)\", 'One', 54.81, 'sequential-art_5', 2.0, ' https://books.toscrape.com/catalogue/media/cache/b3/48/b3481a7849a7d98131ced57476bb2f26.jpg')\n",
      "('The Course of Love', 'Three', 16.78, 'fiction_10', 2.0, ' https://books.toscrape.com/catalogue/media/cache/c9/b9/c9b9ce0ea36cc737d1693ac89c5d0361.jpg')\n",
      "('Sugar Rush (Offensive Line #2)', 'One', 24.42, 'sports-and-games_17', 2.0, ' https://books.toscrape.com/catalogue/media/cache/10/65/106598cd8f3437c26a92cbda0a5a08bb.jpg')\n",
      "('Saga, Volume 2 (Saga (Collected Editions) #2)', 'Three', 11.75, 'sequential-art_5', 2.0, ' https://books.toscrape.com/catalogue/media/cache/bd/1e/bd1e9e86b838676121bc4954ab40712a.jpg')\n",
      "('Run, Spot, Run: The Ethics of Keeping Pets', 'One', 20.02, 'philosophy_7', 2.0, ' https://books.toscrape.com/catalogue/media/cache/8c/bf/8cbf4667b5798cb8195f1e126ddd6a5c.jpg')\n",
      "('New Moon (Twilight #2)', 'Four', 12.86, 'young-adult_21', 2.0, ' https://books.toscrape.com/catalogue/media/cache/dc/d6/dcd6ccbed1f8003d5bf53e2791c5abe7.jpg')\n",
      "('Life', 'Five', 31.58, 'music_14', 2.0, ' https://books.toscrape.com/catalogue/media/cache/9b/61/9b6155b8013ed9e05ef8a85b4117165b.jpg')\n",
      "(\"Kindle Paperwhite User's Guide\", 'Three', 34.0, 'nonfiction_13', 2.0, ' https://books.toscrape.com/catalogue/media/cache/06/71/0671e3db3053c0dc22122eda29d6734c.jpg')\n",
      "('H is for Hawk', 'Five', 57.42, 'nonfiction_13', 2.0, ' https://books.toscrape.com/catalogue/media/cache/14/00/140096c16c6e0b5d6df9d19f9493e8a5.jpg')\n",
      "('Girl Online On Tour (Girl Online #2)', 'One', 53.47, 'young-adult_21', 2.0, ' https://books.toscrape.com/catalogue/media/cache/5a/36/5a36c880b8762469cd3d67dc05427128.jpg')\n",
      "('Fruits Basket, Vol. 2 (Fruits Basket #2)', 'Five', 11.64, 'sequential-art_5', 2.0, ' https://books.toscrape.com/catalogue/media/cache/87/36/8736be56d958f5d8d855108afb206c9f.jpg')\n",
      "('Diary of a Minecraft Zombie Book 1: A Scare of a Dare (An Unofficial Minecraft Book)', 'Four', 52.88, 'childrens_11', 2.0, ' https://books.toscrape.com/catalogue/media/cache/a8/9a/a89a1b7ffea60884f203877bb89f6ef4.jpg')\n",
      "('Y: The Last Man, Vol. 1: Unmanned (Y: The Last Man #1)', 'Four', 18.51, 'sequential-art_5', 1.0, ' https://books.toscrape.com/catalogue/media/cache/31/3f/313fb7d006c8c507d63ce7e96b56d925.jpg')\n",
      "('While You Were Mine', 'Five', 41.32, 'historical-fiction_4', 1.0, ' https://books.toscrape.com/catalogue/media/cache/4f/7c/4f7cde01c9711886ef5a8fa14996a52d.jpg')\n",
      "('Where Lightning Strikes (Bleeding Stars #3)', 'Three', 39.77, 'romance_8', 1.0, ' https://books.toscrape.com/catalogue/media/cache/a3/50/a35037c93fbc48a1a62dc74c71f62779.jpg')\n",
      "(\"When I'm Gone\", 'Three', 51.96, 'fiction_10', 1.0, ' https://books.toscrape.com/catalogue/media/cache/f8/dd/f8ddbaef30884ed017b662b4069b78d4.jpg')\n",
      "('Ways of Seeing', 'Five', 39.51, 'art_25', 1.0, ' https://books.toscrape.com/catalogue/media/cache/a5/54/a5542b7abc8673ea8254a3fe93b23e4e.jpg')\n",
      "('Vampire Knight, Vol. 1 (Vampire Knight #1)', 'One', 15.4, 'paranormal_24', 1.0, ' https://books.toscrape.com/catalogue/media/cache/39/82/39826643a2e100f9e763079d7d5867f4.jpg')\n",
      "('Vampire Girl (Vampire Girl #1)', 'Two', 53.82, 'fantasy_19', 1.0, ' https://books.toscrape.com/catalogue/media/cache/32/8d/328dc781f0faaa70e67f9a04ef601d3c.jpg')\n",
      "('Twenty Love Poems and a Song of Despair', 'Four', 30.95, 'poetry_23', 1.0, ' https://books.toscrape.com/catalogue/media/cache/ec/10/ec10f11ff0ea13c17a42d81b03896235.jpg')\n",
      "('Travels with Charley: In Search of America', 'Five', 57.82, 'nonfiction_13', 1.0, ' https://books.toscrape.com/catalogue/media/cache/3f/c2/3fc2d771fe5f12df5de998d99036a35a.jpg')\n",
      "('Three Wishes (River of Time: California #1)', 'Two', 44.18, 'science-fiction_16', 1.0, ' https://books.toscrape.com/catalogue/media/cache/48/e6/48e697e9c8bba8ca04a3064551cda630.jpg')\n",
      "('This One Moment (Pushing Limits #1)', 'One', 48.71, 'romance_8', 1.0, ' https://books.toscrape.com/catalogue/media/cache/bb/8b/bb8b7e644c005aba53d55240b54952ae.jpg')\n",
      "('The Zombie Room', 'Five', 19.69, 'default_15', 1.0, ' https://books.toscrape.com/catalogue/media/cache/ca/4a/ca4a9ba7acfea039f1abeff1d95d9674.jpg')\n",
      "('The Wicked + The Divine, Vol. 1: The Faust Act (The Wicked + The Divine)', 'Two', 36.52, 'sequential-art_5', 1.0, ' https://books.toscrape.com/catalogue/media/cache/2a/29/2a296946d7a2ed3829e57d6b155be43b.jpg')\n",
      "('The Tumor', 'Five', 41.56, 'nonfiction_13', 1.0, ' https://books.toscrape.com/catalogue/media/cache/8a/14/8a14b06317e794b3469e57d20270f80f.jpg')\n",
      "('The Story of Hong Gildong', 'Four', 43.19, 'classics_6', 1.0, ' https://books.toscrape.com/catalogue/media/cache/b5/5b/b55be7e5c18b62cef6ebeae404f7f643.jpg')\n",
      "('The Silent Wife', 'Five', 12.34, 'fiction_10', 1.0, ' https://books.toscrape.com/catalogue/media/cache/a6/37/a6378b97d817267de38ba58dfd0db412.jpg')\n",
      "('The Silent Twin (Detective Jennifer Knight #3)', 'Three', 36.25, 'fantasy_19', 1.0, ' https://books.toscrape.com/catalogue/media/cache/c1/80/c1800f5a0eaaaea8c2283b129cbac4ae.jpg')\n",
      "('The Selfish Gene', 'One', 29.45, 'science_22', 1.0, ' https://books.toscrape.com/catalogue/media/cache/d7/63/d763b806d6f0fb6580f16d08e00bdba6.jpg')\n",
      "('The Secret Healer', 'Three', 34.56, 'historical-fiction_4', 1.0, ' https://books.toscrape.com/catalogue/media/cache/3e/59/3e59b2225c72d3dcf40a306e2b983314.jpg')\n",
      "('The Sandman, Vol. 1: Preludes and Nocturnes (The Sandman (volumes) #1)', 'Three', 54.12, 'sequential-art_5', 1.0, ' https://books.toscrape.com/catalogue/media/cache/35/18/3518d80c6b73f9c76e9713af42b9c8e1.jpg')\n",
      "('The Republic', 'Three', 33.78, 'add-a-comment_18', 1.0, ' https://books.toscrape.com/catalogue/media/cache/ab/bf/abbf443d42de3bad8d145794534934bb.jpg')\n",
      "('The Odyssey', 'Three', 29.64, 'add-a-comment_18', 1.0, ' https://books.toscrape.com/catalogue/media/cache/46/09/4609b4e20bb1d076693b2d24e8e90704.jpg')\n",
      "(\"The No. 1 Ladies' Detective Agency (No. 1 Ladies' Detective Agency #1)\", 'Four', 57.7, 'mystery_3', 1.0, ' https://books.toscrape.com/catalogue/media/cache/62/8c/628c0151226402726149c98549671250.jpg')\n",
      "('The Nicomachean Ethics', 'One', 36.34, 'philosophy_7', 1.0, ' https://books.toscrape.com/catalogue/media/cache/16/f4/16f4518319f7dcadc23d020279f78545.jpg')\n",
      "('The Name of the Wind (The Kingkiller Chronicle #1)', 'Three', 50.59, 'default_15', 1.0, ' https://books.toscrape.com/catalogue/media/cache/94/31/9431e2494b4b32721b037c6f6dce9a03.jpg')\n",
      "('The Mirror & the Maze (The Wrath and the Dawn #1.5)', 'One', 29.38, 'fantasy_19', 1.0, ' https://books.toscrape.com/catalogue/media/cache/61/8a/618a23dc5a492a4aa8b15ba4bf80c781.jpg')\n",
      "('The Little Prince', 'Two', 45.42, 'classics_6', 1.0, ' https://books.toscrape.com/catalogue/media/cache/c0/d6/c0d67625e62981155f5e1f553bda1a94.jpg')\n",
      "('The Light of the Fireflies', 'One', 54.43, 'add-a-comment_18', 1.0, ' https://books.toscrape.com/catalogue/media/cache/94/23/9423f5e8b08195183f7ee002f3b48b33.jpg')\n",
      "('The Last Girl (The Dominion Trilogy #1)', 'Two', 36.26, 'science-fiction_16', 1.0, ' https://books.toscrape.com/catalogue/media/cache/2a/88/2a88181c495875c02f87c2e6010b046d.jpg')\n",
      "('The Iliad', 'One', 16.16, 'add-a-comment_18', 1.0, ' https://books.toscrape.com/catalogue/media/cache/9e/14/9e14dd99b3b2f07f5a43ee2e007c1c26.jpg')\n",
      "('The Hook Up (Game On #1)', 'Five', 36.29, 'new-adult_20', 1.0, ' https://books.toscrape.com/catalogue/media/cache/90/de/90de87ce300bcbbfcdb9ad77fc9a2e5f.jpg')\n",
      "('The Haters', 'Five', 27.89, 'young-adult_21', 1.0, ' https://books.toscrape.com/catalogue/media/cache/4a/13/4a1370ebafcaf6ba5f5e1fe4a609b6d8.jpg')\n",
      "('The Girl You Lost', 'Five', 12.29, 'mystery_3', 1.0, ' https://books.toscrape.com/catalogue/media/cache/28/15/2815974db428ea019fc84e08af23095b.jpg')\n",
      "('The Girl In The Ice (DCI Erika Foster #1)', 'Three', 15.85, 'mystery_3', 1.0, ' https://books.toscrape.com/catalogue/media/cache/83/54/835421d17d99c89fd99d07e17806357b.jpg')\n",
      "('The End of the Jesus Era (An Investigation #1)', 'One', 14.4, 'nonfiction_13', 1.0, ' https://books.toscrape.com/catalogue/media/cache/fa/9d/fa9db3f9dfc5a859c091d1262a56a89f.jpg')\n",
      "('The Edge of Reason (Bridget Jones #2)', 'Four', 19.18, 'womens-fiction_9', 1.0, ' https://books.toscrape.com/catalogue/media/cache/a1/4f/a14f3bc2743e3956cb10fddaaf62a1f9.jpg')\n",
      "('The Complete Maus (Maus #1-2)', 'Three', 10.64, 'sequential-art_5', 1.0, ' https://books.toscrape.com/catalogue/media/cache/e5/0f/e50f35f47d84efaa739eff59b3dd4f7c.jpg')\n",
      "('The Communist Manifesto', 'Three', 14.76, 'add-a-comment_18', 1.0, ' https://books.toscrape.com/catalogue/media/cache/b5/c7/b5c74ed5e387f2c13324e294c4b6412c.jpg')\n",
      "('The Bhagavad Gita', 'Three', 57.49, 'religion_12', 1.0, ' https://books.toscrape.com/catalogue/media/cache/13/27/13270087ac5cba3e999166a64991187a.jpg')\n",
      "('The Bette Davis Club', 'Three', 30.66, 'fiction_10', 1.0, ' https://books.toscrape.com/catalogue/media/cache/fb/6c/fb6c914f1da870442031095c85f4cf80.jpg')\n",
      "('The Art of Not Breathing', 'Four', 40.83, 'young-adult_21', 1.0, ' https://books.toscrape.com/catalogue/media/cache/0b/9f/0b9f43b6b5cf8053dd2c68ecafe70b8a.jpg')\n",
      "('Taking Shots (Assassins #1)', 'Two', 18.88, 'default_15', 1.0, ' https://books.toscrape.com/catalogue/media/cache/72/d7/72d7f51393409b2d130845e6ade7522b.jpg')\n",
      "('Starlark', 'Three', 25.83, 'historical-fiction_4', 1.0, ' https://books.toscrape.com/catalogue/media/cache/76/e2/76e2881d47f2da9283e52d3c57eef532.jpg')\n",
      "('Skip Beat!, Vol. 01 (Skip Beat! #1)', 'Three', 42.12, 'sequential-art_5', 1.0, ' https://books.toscrape.com/catalogue/media/cache/03/0a/030af2f71cc40b03f7d79a0929ac9c18.jpg')\n",
      "('Sister Sable (The Mad Queen #1)', 'Three', 13.33, 'fantasy_19', 1.0, ' https://books.toscrape.com/catalogue/media/cache/26/47/2647baddb86f91b6f7ea2fb8052edd62.jpg')\n",
      "('Shatter Me (Shatter Me #1)', 'One', 42.4, 'default_15', 1.0, ' https://books.toscrape.com/catalogue/media/cache/37/40/37407ed591f1a8e5433fc6b9128d5d10.jpg')\n",
      "('Shameless', 'Three', 58.35, 'new-adult_20', 1.0, ' https://books.toscrape.com/catalogue/media/cache/e2/52/e252988534e955a047c562376b8b95c0.jpg')\n",
      "('Shadow Rites (Jane Yellowrock #10)', 'Four', 21.72, 'fantasy_19', 1.0, ' https://books.toscrape.com/catalogue/media/cache/b8/35/b83561ef09d202d3c871649feed4b66d.jpg')\n",
      "('Settling the Score (The Summer Games #1)', 'Two', 44.91, 'sports-and-games_17', 1.0, ' https://books.toscrape.com/catalogue/media/cache/95/c4/95c41c1765b517d6240bd674a02676b1.jpg')\n",
      "('Sense and Sensibility', 'One', 37.46, 'classics_6', 1.0, ' https://books.toscrape.com/catalogue/media/cache/a8/57/a857deea83c7d4c66e2920e1cf5d8fe0.jpg')\n",
      "('Saga, Volume 1 (Saga (Collected Editions) #1)', 'One', 28.48, 'sequential-art_5', 1.0, ' https://books.toscrape.com/catalogue/media/cache/86/01/860132d9f65dd9df2143fb9071a40115.jpg')\n",
      "('Rhythm, Chord & Malykhin', 'Two', 28.34, 'romance_8', 1.0, ' https://books.toscrape.com/catalogue/media/cache/1e/c9/1ec952e4d14d37dc7b6d74fa07f1ea37.jpg')\n",
      "('Rat Queens, Vol. 1: Sass & Sorcery (Rat Queens (Collected Editions) #1-5)', 'Five', 46.96, 'sequential-art_5', 1.0, ' https://books.toscrape.com/catalogue/media/cache/70/da/70daa09e4ddebe1d60f50720c0b49976.jpg')\n",
      "('Paradise Lost (Paradise #1)', 'One', 24.96, 'default_15', 1.0, ' https://books.toscrape.com/catalogue/media/cache/56/36/5636eec07534db6e8bc55ed562bad042.jpg')\n",
      "('Paper Girls, Vol. 1 (Paper Girls #1-5)', 'Four', 21.71, 'sequential-art_5', 1.0, ' https://books.toscrape.com/catalogue/media/cache/87/b3/87b3b5ff42301d1c7eeb0c81055f1633.jpg')\n",
      "('Ouran High School Host Club, Vol. 1 (Ouran High School Host Club #1)', 'Three', 29.87, 'sequential-art_5', 1.0, ' https://books.toscrape.com/catalogue/media/cache/27/33/27334267037a79caed4d7b0092d59fb5.jpg')\n",
      "('Origins (Alphas 0.5)', 'One', 28.99, 'fantasy_19', 1.0, ' https://books.toscrape.com/catalogue/media/cache/ad/78/ad789235c675d02b730b57a166d910b5.jpg')\n",
      "('One Second (Seven #7)', 'Two', 52.94, 'fantasy_19', 1.0, ' https://books.toscrape.com/catalogue/media/cache/70/ad/70ad2de442bc3ffe36660ccabfe46148.jpg')\n",
      "('On the Road (Duluoz Legend)', 'Three', 32.36, 'default_15', 1.0, ' https://books.toscrape.com/catalogue/media/cache/7f/9b/7f9bc0563de554998e2d93b7edec4921.jpg')\n",
      "(\"Old Records Never Die: One Man's Quest for His Vinyl and His Past\", 'Two', 55.66, 'music_14', 1.0, ' https://books.toscrape.com/catalogue/media/cache/aa/55/aa55bbf7037a0e19ae69485adcc11903.jpg')\n",
      "('Off Sides (Off #1)', 'Five', 39.45, 'new-adult_20', 1.0, ' https://books.toscrape.com/catalogue/media/cache/4a/58/4a58f6feb21b7194911eddb020766583.jpg')\n",
      "('Of Mice and Men', 'Two', 47.11, 'classics_6', 1.0, ' https://books.toscrape.com/catalogue/media/cache/a0/bb/a0bb0881c8ee6f5866804cf0a437853f.jpg')\n",
      "('Myriad (Prentor #1)', 'Four', 58.75, 'fantasy_19', 1.0, ' https://books.toscrape.com/catalogue/media/cache/48/7d/487d4be44c60cac7f0085242c4512653.jpg')\n",
      "('My Perfect Mistake (Over the Top #1)', 'Two', 38.92, 'romance_8', 1.0, ' https://books.toscrape.com/catalogue/media/cache/2e/fa/2efa13faabc899f61c2a181ab0de7ef8.jpg')\n",
      "('Ms. Marvel, Vol. 1: No Normal (Ms. Marvel (2014-2015) #1)', 'Four', 39.39, 'sequential-art_5', 1.0, ' https://books.toscrape.com/catalogue/media/cache/99/f5/99f511d2d38ef356701341d405a1cca2.jpg')\n",
      "('Meditations', 'Two', 25.89, 'philosophy_7', 1.0, ' https://books.toscrape.com/catalogue/media/cache/90/f7/90f79652caecac36bc97bf7b769c8fc4.jpg')\n",
      "('Matilda', 'One', 28.34, 'childrens_11', 1.0, ' https://books.toscrape.com/catalogue/media/cache/3c/db/3cdb7121cf09e7c5e3436cfff9834a67.jpg')\n",
      "('Lost Among the Living', 'Four', 27.7, 'historical-fiction_4', 1.0, ' https://books.toscrape.com/catalogue/media/cache/5f/03/5f0345cd81aaad65bb9f6a34ec0f6b9b.jpg')\n",
      "('Lord of the Flies', 'Three', 24.89, 'add-a-comment_18', 1.0, ' https://books.toscrape.com/catalogue/media/cache/20/fd/20fd23f982b45a59f6c1a31e6804e735.jpg')\n",
      "('Listen to Me (Fusion #1)', 'Three', 58.99, 'romance_8', 1.0, ' https://books.toscrape.com/catalogue/media/cache/98/85/9885b87053dcd05803ef58e9817e935a.jpg')\n",
      "('Kitchens of the Great Midwest', 'Five', 57.2, 'fiction_10', 1.0, ' https://books.toscrape.com/catalogue/media/cache/ed/be/edbe83ef3ebf5c22b9ebc139d3232947.jpg')\n",
      "('Jane Eyre', 'Five', 38.43, 'default_15', 1.0, ' https://books.toscrape.com/catalogue/media/cache/72/9f/729f5f6a75746782c336537730256f66.jpg')\n",
      "('Imperfect Harmony', 'Four', 34.74, 'romance_8', 1.0, ' https://books.toscrape.com/catalogue/media/cache/f1/49/f1498baf6cb055e0a9188d5e57c5f686.jpg')\n",
      "('Icing (Aces Hockey #2)', 'Four', 40.44, 'sports-and-games_17', 1.0, ' https://books.toscrape.com/catalogue/media/cache/bf/31/bf31c4b40f6b2622330155fb9113a3bb.jpg')\n",
      "('Hawkeye, Vol. 1: My Life as a Weapon (Hawkeye #1)', 'Three', 45.24, 'sequential-art_5', 1.0, ' https://books.toscrape.com/catalogue/media/cache/66/97/6697a03eedbac77c2e957788e48b70a8.jpg')\n",
      "(\"Having the Barbarian's Baby (Ice Planet Barbarians #7.5)\", 'Four', 34.96, 'science-fiction_16', 1.0, ' https://books.toscrape.com/catalogue/media/cache/13/8a/138a09170e0431cce98921b857a6eeb5.jpg')\n",
      "('Giant Days, Vol. 1 (Giant Days #1-4)', 'Four', 56.76, 'sequential-art_5', 1.0, ' https://books.toscrape.com/catalogue/media/cache/eb/20/eb2063bd8d636cb8200c4b2c7cb6c773.jpg')\n",
      "('Fruits Basket, Vol. 1 (Fruits Basket #1)', 'Five', 40.28, 'sequential-art_5', 1.0, ' https://books.toscrape.com/catalogue/media/cache/03/c5/03c51e2b5bf51a3f55deecbf8c9e8515.jpg')\n",
      "('Frankenstein', 'Two', 38.0, 'default_15', 1.0, ' https://books.toscrape.com/catalogue/media/cache/f7/22/f722c24607ddc8013476ca8e84639ba7.jpg')\n",
      "('Forever Rockers (The Rocker #12)', 'Three', 28.8, 'music_14', 1.0, ' https://books.toscrape.com/catalogue/media/cache/a2/fc/a2fc91793502f5c10b5826ad606de435.jpg')\n",
      "('Fighting Fate (Fighting #6)', 'Three', 39.24, 'romance_8', 1.0, ' https://books.toscrape.com/catalogue/media/cache/ba/a6/baa64eeda5e10952da4610f8efc1be76.jpg')\n",
      "('Emma', 'Two', 32.93, 'classics_6', 1.0, ' https://books.toscrape.com/catalogue/media/cache/ae/98/ae98d08a6f427491dd8eda6b51af41fe.jpg')\n",
      "('Eat, Pray, Love', 'Three', 51.32, 'nonfiction_13', 1.0, ' https://books.toscrape.com/catalogue/media/cache/5b/82/5b827f00893b7119360e8a67d939e0b5.jpg')\n",
      "('Deep Under (Walker Security #1)', 'Five', 47.09, 'romance_8', 1.0, ' https://books.toscrape.com/catalogue/media/cache/b6/bd/b6bd7cd6500f96e717c147deb8d89af2.jpg')\n",
      "(\"Choosing Our Religion: The Spiritual Lives of America's Nones\", 'Four', 28.42, 'religion_12', 1.0, ' https://books.toscrape.com/catalogue/media/cache/e9/8a/e98a7adb82052fb13418a43291b8f0d4.jpg')\n",
      "('Charlie and the Chocolate Factory (Charlie Bucket #1)', 'Three', 22.85, 'childrens_11', 1.0, ' https://books.toscrape.com/catalogue/media/cache/96/df/96dfbe6533f9705d2cdccc16310910ee.jpg')\n",
      "(\"Charity's Cross (Charles Towne Belles #4)\", 'One', 41.24, 'romance_8', 1.0, ' https://books.toscrape.com/catalogue/media/cache/b6/42/b642b7415804929612c29d87656edea1.jpg')\n",
      "('Bright Lines', 'Five', 39.07, 'fiction_10', 1.0, ' https://books.toscrape.com/catalogue/media/cache/26/4f/264f79395041ac4b88038030da0433cd.jpg')\n",
      "(\"Bridget Jones's Diary (Bridget Jones #1)\", 'One', 29.82, 'womens-fiction_9', 1.0, ' https://books.toscrape.com/catalogue/media/cache/67/2f/672f2e3753cfc59c5843d23c88784326.jpg')\n",
      "('Bounty (Colorado Mountain #7)', 'Four', 37.26, 'romance_8', 1.0, ' https://books.toscrape.com/catalogue/media/cache/7d/18/7d18f04705f25aa7659b2aa6153c1a4f.jpg')\n",
      "('Blood Defense (Samantha Brinkman #1)', 'Three', 20.3, 'mystery_3', 1.0, ' https://books.toscrape.com/catalogue/media/cache/ea/12/ea12c82131832c5d772fdbd3cb56ced7.jpg')\n",
      "('Bleach, Vol. 1: Strawberry and the Soul Reapers (Bleach #1)', 'Five', 34.65, 'sequential-art_5', 1.0, ' https://books.toscrape.com/catalogue/media/cache/48/b0/48b07e2daa02d7e5485aa546dec5a25e.jpg')\n",
      "('Beyond Good and Evil', 'One', 43.38, 'philosophy_7', 1.0, ' https://books.toscrape.com/catalogue/media/cache/d1/7f/d17f326e3fcaf84c37d6d51e3470bcc6.jpg')\n",
      "(\"Alice in Wonderland (Alice's Adventures in Wonderland #1)\", 'One', 55.53, 'classics_6', 1.0, ' https://books.toscrape.com/catalogue/media/cache/99/df/99df494c230127c3d5ff53153d1f23a3.jpg')\n",
      "('Ajin: Demi-Human, Volume 1 (Ajin: Demi-Human #1)', 'Four', 57.06, 'sequential-art_5', 1.0, ' https://books.toscrape.com/catalogue/media/cache/30/98/309814b6eeba469f4c741147aaaa076a.jpg')\n",
      "(\"A Spy's Devotion (The Regency Spies of London #1)\", 'Five', 16.97, 'historical-fiction_4', 1.0, ' https://books.toscrape.com/catalogue/media/cache/f9/6b/f96b60a7614c4e3e868b82f6811efc7c.jpg')\n",
      "(\"1st to Die (Women's Murder Club #1)\", 'One', 53.98, 'mystery_3', 1.0, ' https://books.toscrape.com/catalogue/media/cache/f6/8e/f68e6ae2f9da04fccbde8442b0a1b52a.jpg')\n",
      "('1,000 Places to See Before You Die', 'Five', 26.08, 'travel_2', 1.0, ' https://books.toscrape.com/catalogue/media/cache/9e/10/9e106f81f65b293e488718a4f54a6a3f.jpg')\n"
     ]
    }
   ],
   "source": [
    "import snowflake.connector\n",
    "\n",
    "# Connect to Snowflake\n",
    "conn = snowflake.connector.connect(\n",
    "    user='kashyaprparmar',\n",
    "    password='Kashyap@246',\n",
    "    warehouse='COMPUTE_WH',\n",
    "    account = 'pf20846.ap-south-1.aws',\n",
    "    database='BOOKS_DB2',\n",
    "    schema='books_table'\n",
    ")\n",
    "\n",
    "# # Create a cursor\n",
    "cursor = conn.cursor()\n",
    "\n",
    "cursor.execute(\"USE BOOKS_DB\")\n",
    "\n",
    "cursor.execute(\"DROP table Books_table2\")\n",
    "cursor.execute('''\n",
    "    CREATE TABLE Books_table2 (\n",
    "        Title STRING,\n",
    "        Rating STRING,\n",
    "        Price FLOAT,\n",
    "        Product_Category STRING,\n",
    "        Availability FLOAT,\n",
    "        IMAGES STRING\n",
    "    )\n",
    "''')\n",
    "\n",
    "# cursor.execute('''INSERT INTO Books_table2 VALUES('BOOK1',3,23,'fantasy',12)''')\n",
    "\n",
    "for index, row in scraped_data.iterrows():\n",
    "    cursor.execute('''\n",
    "        INSERT INTO Books_table2 (Title, Rating, Price, Product_Category, Availability,Images)\n",
    "        VALUES (%s, %s, %s, %s, %s,%s)\n",
    "    ''', (row['Name'], row['Rating'], row['Price(£)'], row['Product Category'], row['Stock Available'],row['Images']))\n",
    "\n",
    "\n",
    "retrieve_query = \"SELECT * FROM Books_table2\"\n",
    "cursor.execute(retrieve_query)\n",
    "\n",
    "# Fetch all the records\n",
    "records = cursor.fetchall()\n",
    "\n",
    "# Display the records\n",
    "for record in records:\n",
    "    print(record)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('A Light in the Attic',\n",
       "  'Three',\n",
       "  51.77,\n",
       "  'poetry_23',\n",
       "  22.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/fe/72/fe72f0532301ec28892ae79a629a293c.jpg'),\n",
       " ('Tipping the Velvet',\n",
       "  'One',\n",
       "  53.74,\n",
       "  'historical-fiction_4',\n",
       "  20.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/08/e9/08e94f3731d7d6b760dfbfbc02ca5c62.jpg'),\n",
       " ('Soumission',\n",
       "  'One',\n",
       "  50.1,\n",
       "  'fiction_10',\n",
       "  20.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ee/cf/eecfe998905e455df12064dba399c075.jpg'),\n",
       " ('Sharp Objects',\n",
       "  'Four',\n",
       "  47.82,\n",
       "  'mystery_3',\n",
       "  20.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c0/59/c05972805aa7201171b8fc71a5b00292.jpg'),\n",
       " ('Sapiens: A Brief History of Humankind',\n",
       "  'Five',\n",
       "  54.23,\n",
       "  'history_32',\n",
       "  20.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ce/5f/ce5f052c65cc963cf4422be096e915c9.jpg'),\n",
       " ('The Requiem Red',\n",
       "  'One',\n",
       "  22.65,\n",
       "  'young-adult_21',\n",
       "  19.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/6b/07/6b07b77236b7c80f42bd90bf325e69f6.jpg'),\n",
       " ('The Dirty Little Secrets of Getting Your Dream Job',\n",
       "  'Four',\n",
       "  33.34,\n",
       "  'business_35',\n",
       "  19.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e1/1b/e11bea016d0ae1d7e2dd46fb3cb870b7.jpg'),\n",
       " ('The Coming Woman: A Novel Based on the Life of the Infamous Feminist, Victoria Woodhull',\n",
       "  'Three',\n",
       "  17.93,\n",
       "  'default_15',\n",
       "  19.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/97/36/9736132a43b8e6e3989932218ef309ed.jpg'),\n",
       " ('The Boys in the Boat: Nine Americans and Their Epic Quest for Gold at the 1936 Berlin Olympics',\n",
       "  'Four',\n",
       "  22.6,\n",
       "  'default_15',\n",
       "  19.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d1/2d/d12d26739b5369a6b5b3024e4d08f907.jpg'),\n",
       " ('The Black Maria',\n",
       "  'One',\n",
       "  52.15,\n",
       "  'poetry_23',\n",
       "  19.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d1/7a/d17a3e313e52e1be5651719e4fba1d16.jpg'),\n",
       " ('Starving Hearts (Triangular Trade Trilogy, #1)',\n",
       "  'Two',\n",
       "  13.99,\n",
       "  'default_15',\n",
       "  19.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a0/7e/a07ed8f1c23f7b4baf7102722680bd30.jpg'),\n",
       " (\"Shakespeare's Sonnets\",\n",
       "  'Four',\n",
       "  20.66,\n",
       "  'poetry_23',\n",
       "  19.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/4d/7a/4d7a79a8be80a529b277ed5c4d8ba482.jpg'),\n",
       " ('Set Me Free',\n",
       "  'Five',\n",
       "  17.46,\n",
       "  'young-adult_21',\n",
       "  19.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b8/e9/b8e91bd2fc74c3954118999238abb4b8.jpg'),\n",
       " (\"Scott Pilgrim's Precious Little Life (Scott Pilgrim #1)\",\n",
       "  'Five',\n",
       "  52.29,\n",
       "  'sequential-art_5',\n",
       "  19.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/97/27/97275841c81e66d53bf9313cba06f23e.jpg'),\n",
       " ('Rip it Up and Start Again',\n",
       "  'Five',\n",
       "  35.02,\n",
       "  'music_14',\n",
       "  19.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/81/7f/817f5089c0e6e62738dce2931e7323d3.jpg'),\n",
       " ('Our Band Could Be Your Life: Scenes from the American Indie Underground, 1981-1991',\n",
       "  'Three',\n",
       "  57.25,\n",
       "  'music_14',\n",
       "  19.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ad/96/ad96e9c9f1664cbcb0e9627b007fb6f9.jpg'),\n",
       " ('Olio',\n",
       "  'One',\n",
       "  23.88,\n",
       "  'poetry_23',\n",
       "  19.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b1/0e/b10eabab1e1c811a6d47969904fd5755.jpg'),\n",
       " ('Mesaerion: The Best Science Fiction Stories 1800-1849',\n",
       "  'One',\n",
       "  37.59,\n",
       "  'science-fiction_16',\n",
       "  19.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e8/1f/e81f850db9b9622c65619c9f15748de7.jpg'),\n",
       " ('Libertarianism for Beginners',\n",
       "  'Two',\n",
       "  51.33,\n",
       "  'politics_48',\n",
       "  19.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/91/a4/91a46253e165d144ef5938f2d456b88f.jpg'),\n",
       " (\"It's Only the Himalayas\",\n",
       "  'Two',\n",
       "  45.17,\n",
       "  'travel_2',\n",
       "  19.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/6d/41/6d418a73cc7d4ecfd75ca11d854041db.jpg'),\n",
       " ('In Her Wake',\n",
       "  'One',\n",
       "  12.84,\n",
       "  'thriller_37',\n",
       "  19.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/27/92/2792ef951651ff1eae40a410cac41e0f.jpg'),\n",
       " ('How Music Works',\n",
       "  'Two',\n",
       "  37.32,\n",
       "  'music_14',\n",
       "  19.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/1d/40/1d4087ff0a63f09fae9cd8433d21c2c4.jpg'),\n",
       " ('Foolproof Preserving: A Guide to Small Batch Jams, Jellies, Pickles, Condiments, and More: A Foolproof Guide to Making Small Batch Jams, Jellies, Pickles, Condiments, and More',\n",
       "  'Three',\n",
       "  30.52,\n",
       "  'food-and-drink_33',\n",
       "  19.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9f/58/9f58d3ff6d58589eaf325b1a33c303a0.jpg'),\n",
       " ('Chase Me (Paris Nights #2)',\n",
       "  'Five',\n",
       "  25.27,\n",
       "  'romance_8',\n",
       "  19.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/6c/84/6c84fcf7a53b02b6e763de7272934842.jpg'),\n",
       " ('Black Dust',\n",
       "  'Five',\n",
       "  34.53,\n",
       "  'romance_8',\n",
       "  19.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a4/0a/a40af95beab828af1a4757ad1ee17da3.jpg'),\n",
       " ('Birdsong: A Story in Pictures',\n",
       "  'Three',\n",
       "  54.64,\n",
       "  'childrens_11',\n",
       "  19.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/af/2f/af2fe2419ea136f2cd567aa92082c3ae.jpg'),\n",
       " (\"America's Cradle of Quarterbacks: Western Pennsylvania's Football Factory from Johnny Unitas to Joe Montana\",\n",
       "  'Three',\n",
       "  22.5,\n",
       "  'default_15',\n",
       "  19.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a3/2a/a32ab3b8c024c6c2b274a86b185e7585.jpg'),\n",
       " ('Aladdin and His Wonderful Lamp',\n",
       "  'Three',\n",
       "  53.13,\n",
       "  'default_15',\n",
       "  19.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a8/3c/a83c460fab82f35a37c0846729485547.jpg'),\n",
       " ('Worlds Elsewhere: Journeys Around Shakespeareâ\\x80\\x99s Globe',\n",
       "  'Five',\n",
       "  40.3,\n",
       "  'nonfiction_13',\n",
       "  18.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/7b/d9/7bd93db091d736d0c6ff9d578e3ba3d7.jpg'),\n",
       " ('Wall and Piece',\n",
       "  'Four',\n",
       "  44.18,\n",
       "  'art_25',\n",
       "  18.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/df/34/df346322ddfdd3b4da0e34cad17f49dc.jpg'),\n",
       " ('The Four Agreements: A Practical Guide to Personal Freedom',\n",
       "  'Five',\n",
       "  17.66,\n",
       "  'spirituality_39',\n",
       "  18.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2b/1b/2b1bfecae9d512cb6ee943ccf786216f.jpg'),\n",
       " ('The Five Love Languages: How to Express Heartfelt Commitment to Your Mate',\n",
       "  'Three',\n",
       "  31.05,\n",
       "  'nonfiction_13',\n",
       "  18.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/7c/10/7c10101fe1759c5a17ba57e4bef9e764.jpg'),\n",
       " ('The Elephant Tree',\n",
       "  'Five',\n",
       "  23.82,\n",
       "  'thriller_37',\n",
       "  18.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/4b/80/4b80a3d9148e224ed4d6cd4d33f43728.jpg'),\n",
       " ('The Bear and the Piano',\n",
       "  'One',\n",
       "  36.89,\n",
       "  'childrens_11',\n",
       "  18.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d0/87/d0876dcd1a6530a4cb54903aad7a3e28.jpg'),\n",
       " (\"Sophie's World\",\n",
       "  'Five',\n",
       "  15.94,\n",
       "  'philosophy_7',\n",
       "  18.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d7/39/d73914232130fdf90d66f02fd9798f2b.jpg'),\n",
       " ('Penny Maybe',\n",
       "  'Three',\n",
       "  33.29,\n",
       "  'default_15',\n",
       "  18.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b1/4b/b14be641ab97a330891455a769d52fd3.jpg'),\n",
       " ('Maude (1883-1993):She Grew Up with the country',\n",
       "  'Two',\n",
       "  18.02,\n",
       "  'default_15',\n",
       "  18.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/65/bf/65bfa3acc93b0e558a1c3de1b1164742.jpg'),\n",
       " ('In a Dark, Dark Wood',\n",
       "  'One',\n",
       "  19.63,\n",
       "  'mystery_3',\n",
       "  18.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/95/84/95840dfd67c020067c99d70451147e20.jpg'),\n",
       " ('Behind Closed Doors',\n",
       "  'Four',\n",
       "  52.22,\n",
       "  'thriller_37',\n",
       "  18.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a5/85/a58571db229f2e8f75ea38861eca7f39.jpg'),\n",
       " (\"You can't bury them all: Poems\",\n",
       "  'Two',\n",
       "  33.63,\n",
       "  'poetry_23',\n",
       "  17.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b7/44/b7440aa88046b0bf8cba50d59295518e.jpg'),\n",
       " ('Slow States of Collapse: Poems',\n",
       "  'Three',\n",
       "  57.31,\n",
       "  'poetry_23',\n",
       "  17.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/db/ac/dbac3faca8a799824f5725d66c0fcce3.jpg'),\n",
       " ('Reasons to Stay Alive',\n",
       "  'Two',\n",
       "  26.41,\n",
       "  'nonfiction_13',\n",
       "  17.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f5/3c/f53c7d21723c860cfbca2b539bc55b8f.jpg'),\n",
       " ('Private Paris (Private #10)',\n",
       "  'Five',\n",
       "  47.61,\n",
       "  'fiction_10',\n",
       "  17.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/05/87/0587ab519222a61f803fa4570c325ad2.jpg'),\n",
       " ('#HigherSelfie: Wake Up Your Life. Free Your Soul. Find Your Tribe.',\n",
       "  'Five',\n",
       "  23.11,\n",
       "  'nonfiction_13',\n",
       "  17.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/71/45/71451e3bba61a8d888a4a2c6526a4bcf.jpg'),\n",
       " ('Without Borders (Wanderlove #1)',\n",
       "  'Two',\n",
       "  45.07,\n",
       "  'new-adult_20',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/de/26/de269ee688d4dc51846567f3942600ce.jpg'),\n",
       " ('When We Collided',\n",
       "  'One',\n",
       "  31.77,\n",
       "  'contemporary_38',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/17/db/17db3de71e8217d4277a9328b04f56cf.jpg'),\n",
       " ('We Love You, Charlie Freeman',\n",
       "  'Five',\n",
       "  50.27,\n",
       "  'fiction_10',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/87/a2/87a2fddd7f6b240c0351e1eb950b6716.jpg'),\n",
       " ('Untitled Collection: Sabbath Poems 2014',\n",
       "  'Four',\n",
       "  14.27,\n",
       "  'poetry_23',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/65/6e/656e79dfd4f8b6bf19ffde2c75ceda81.jpg'),\n",
       " ('Unseen City: The Majesty of Pigeons, the Discreet Charm of Snails & Other Wonders of the Urban Wilderness',\n",
       "  'Four',\n",
       "  44.18,\n",
       "  'nonfiction_13',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/88/a4/88a4b5f7236b8a36ba972be5ebe4f252.jpg'),\n",
       " ('Unicorn Tracks',\n",
       "  'Three',\n",
       "  18.78,\n",
       "  'fantasy_19',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9b/09/9b0935dc936c92900c2dc5d2114da72f.jpg'),\n",
       " ('Unbound: How Eight Technologies Made Us Human, Transformed Society, and Brought Our World to the Brink',\n",
       "  'One',\n",
       "  25.52,\n",
       "  'history_32',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/27/a1/27a1ebe79d6e6759ec68ea9f427a4f71.jpg'),\n",
       " ('Tsubasa: WoRLD CHRoNiCLE 2 (Tsubasa WoRLD CHRoNiCLE #2)',\n",
       "  'One',\n",
       "  16.28,\n",
       "  'sequential-art_5',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/8b/ab/8bab133ec9f8248a8d5f5ea5c09d0f56.jpg'),\n",
       " ('Throwing Rocks at the Google Bus: How Growth Became the Enemy of Prosperity',\n",
       "  'Three',\n",
       "  31.12,\n",
       "  'nonfiction_13',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f4/21/f4210912ca58ef35f8ad120fe3dfed38.jpg'),\n",
       " ('This One Summer',\n",
       "  'Four',\n",
       "  19.49,\n",
       "  'sequential-art_5',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ee/43/ee4364a59d66bafb1b3264419ab3ed9e.jpg'),\n",
       " ('Thirst',\n",
       "  'Five',\n",
       "  17.27,\n",
       "  'fiction_10',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/8c/54/8c54a50576c204b80165a13545f73028.jpg'),\n",
       " ('The Torch Is Passed: A Harding Family Story',\n",
       "  'One',\n",
       "  19.09,\n",
       "  'add-a-comment_18',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c7/26/c7260547c468dbe78af92cf3927c2a1c.jpg'),\n",
       " ('The Secret of Dreadwillow Carse',\n",
       "  'One',\n",
       "  56.13,\n",
       "  'childrens_11',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/7b/fd/7bfde4a3d6793f13e9a2d8851a398847.jpg'),\n",
       " ('The Pioneer Woman Cooks: Dinnertime: Comfort Classics, Freezer Food, 16-Minute Meals, and Other Delicious Ways to Solve Supper!',\n",
       "  'One',\n",
       "  56.41,\n",
       "  'food-and-drink_33',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/fd/af/fdaf3c3104c559941c01e840fecd2659.jpg'),\n",
       " ('The Past Never Ends',\n",
       "  'Four',\n",
       "  56.5,\n",
       "  'mystery_3',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9d/f2/9df248dcefeaba9eeb519a59b248f72c.jpg'),\n",
       " ('The Natural History of Us (The Fine Art of Pretending #2)',\n",
       "  'Three',\n",
       "  45.22,\n",
       "  'young-adult_21',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/da/b8/dab87c14168f3ce18530447ec6437361.jpg'),\n",
       " ('The Nameless City (The Nameless City #1)',\n",
       "  'Four',\n",
       "  38.16,\n",
       "  'sequential-art_5',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/19/de/19deee0778c2406da04a4dd0ea09188f.jpg'),\n",
       " ('The Murder That Never Was (Forensic Instincts #5)',\n",
       "  'Three',\n",
       "  54.11,\n",
       "  'fiction_10',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/29/e0/29e036acd8a6e3daa787ce2bc05bdbbb.jpg'),\n",
       " (\"The Most Perfect Thing: Inside (and Outside) a Bird's Egg\",\n",
       "  'Four',\n",
       "  42.96,\n",
       "  'science_22',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a3/9e/a39e7c5c9fc61c2ae0f81116aa8cbb0e.jpg'),\n",
       " ('The Mindfulness and Acceptance Workbook for Anxiety: A Guide to Breaking Free from Anxiety, Phobias, and Worry Using Acceptance and Commitment Therapy',\n",
       "  'Four',\n",
       "  23.89,\n",
       "  'add-a-comment_18',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c9/eb/c9eb6ecf45abf796df0044600db65e55.jpg'),\n",
       " ('The Life-Changing Magic of Tidying Up: The Japanese Art of Decluttering and Organizing',\n",
       "  'Three',\n",
       "  16.77,\n",
       "  'nonfiction_13',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/26/65/2665876e19a6c92130f02cfda3bd3846.jpg'),\n",
       " ('The Inefficiency Assassin: Time Management Tactics for Working Smarter, Not Longer',\n",
       "  'Five',\n",
       "  20.59,\n",
       "  'default_15',\n",
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       "  ' https://books.toscrape.com/catalogue/media/cache/a5/b8/a5b8d2d5165a06fc762e8eaf8b04f98f.jpg'),\n",
       " ('The Gutsy Girl: Escapades for Your Life of Epic Adventure',\n",
       "  'One',\n",
       "  37.13,\n",
       "  'nonfiction_13',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/73/cb/73cb1236d96f455d712516fffeae2304.jpg'),\n",
       " ('The Electric Pencil: Drawings from Inside State Hospital No. 3',\n",
       "  'One',\n",
       "  56.06,\n",
       "  'nonfiction_13',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b1/0f/b10faf0dee8994865437ffc79682dc2f.jpg'),\n",
       " ('The Death of Humanity: and the Case for Life',\n",
       "  'Four',\n",
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       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/3f/f6/3ff6fe5d0c5ca7ab2ed8b5971e299caa.jpg'),\n",
       " ('The Bulletproof Diet: Lose up to a Pound a Day, Reclaim Energy and Focus, Upgrade Your Life',\n",
       "  'Three',\n",
       "  49.05,\n",
       "  'health_47',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9c/c6/9cc673854af8fd155953384b3cac334e.jpg'),\n",
       " ('The Art Forger',\n",
       "  'Three',\n",
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       "  'add-a-comment_18',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f5/3b/f53bc7b18914c97de7c23967293be119.jpg'),\n",
       " ('The Age of Genius: The Seventeenth Century and the Birth of the Modern Mind',\n",
       "  'One',\n",
       "  19.73,\n",
       "  'history_32',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2e/65/2e654066306042f4c462ba4d048650d9.jpg'),\n",
       " (\"The Activist's Tao Te Ching: Ancient Advice for a Modern Revolution\",\n",
       "  'Five',\n",
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       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/da/0c/da0ca35421a5120b2109028e44a53f56.jpg'),\n",
       " ('Spark Joy: An Illustrated Master Class on the Art of Organizing and Tidying Up',\n",
       "  'Four',\n",
       "  41.83,\n",
       "  'nonfiction_13',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/17/19/1719475c51206a410a90fe5f3708df4c.jpg'),\n",
       " ('Soul Reader',\n",
       "  'Two',\n",
       "  39.58,\n",
       "  'default_15',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/cc/5e/cc5e82c2205da748c6c19fbc1876586b.jpg'),\n",
       " ('Security',\n",
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       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/79/2b/792bdeb2cf7d8efaef0e401e5a27b4da.jpg'),\n",
       " ('Saga, Volume 6 (Saga (Collected Editions) #6)',\n",
       "  'Three',\n",
       "  25.02,\n",
       "  'fantasy_19',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/4a/99/4a996ae54711cea37e370428b54f8b19.jpg'),\n",
       " ('Saga, Volume 5 (Saga (Collected Editions) #5)',\n",
       "  'Two',\n",
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       "  'sequential-art_5',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/60/3c/603c8f3dd299efe67616a53e5bfb1d03.jpg'),\n",
       " ('Reskilling America: Learning to Labor in the Twenty-First Century',\n",
       "  'Two',\n",
       "  19.83,\n",
       "  'nonfiction_13',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2c/d2/2cd2b814b8a8cd3a49895cbd13a8b1f4.jpg'),\n",
       " ('Rat Queens, Vol. 3: Demons (Rat Queens (Collected Editions) #11-15)',\n",
       "  'Three',\n",
       "  50.4,\n",
       "  'sequential-art_5',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d5/d0/d5d015a9cf899301cce5d1a629bdd974.jpg'),\n",
       " ('Princess Jellyfish 2-in-1 Omnibus, Vol. 01 (Princess Jellyfish 2-in-1 Omnibus #1)',\n",
       "  'Five',\n",
       "  13.61,\n",
       "  'sequential-art_5',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/6c/8f/6c8ffe949fb650ba60eff25be1692881.jpg'),\n",
       " ('Princess Between Worlds (Wide-Awake Princess #5)',\n",
       "  'Five',\n",
       "  13.34,\n",
       "  'fantasy_19',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/db/01/db01b38d3200a5faff4ead42791416e4.jpg'),\n",
       " ('Pop Gun War, Volume 1: Gift',\n",
       "  'One',\n",
       "  18.97,\n",
       "  'sequential-art_5',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/6f/7b/6f7b3b8445b943f4ff7426360daefb88.jpg'),\n",
       " ('Political Suicide: Missteps, Peccadilloes, Bad Calls, Backroom Hijinx, Sordid Pasts, Rotten Breaks, and Just Plain Dumb Mistakes in the Annals of American Politics',\n",
       "  'Two',\n",
       "  36.28,\n",
       "  'history_32',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/31/e6/31e6e0a41e62858180b268c27b20a770.jpg'),\n",
       " ('Patience',\n",
       "  'Three',\n",
       "  10.16,\n",
       "  'sequential-art_5',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/71/0c/710cdaa148f10aac35c27bb93b4f532e.jpg'),\n",
       " ('Outcast, Vol. 1: A Darkness Surrounds Him (Outcast #1)',\n",
       "  'Four',\n",
       "  15.44,\n",
       "  'sequential-art_5',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/0c/8a/0c8ae80b592bc1b4c555d6b29d1cfa28.jpg'),\n",
       " ('orange: The Complete Collection 1 (orange: The Complete Collection #1)',\n",
       "  'One',\n",
       "  48.41,\n",
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       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/33/0b/330bf57e3f2e70548f87d39cb956f7eb.jpg'),\n",
       " ('Online Marketing for Busy Authors: A Step-By-Step Guide',\n",
       "  'One',\n",
       "  46.35,\n",
       "  'self-help_41',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/49/e1/49e1f207b2149e34390a2c6aa7cfc113.jpg'),\n",
       " ('On a Midnight Clear',\n",
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       "  14.07,\n",
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       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/75/9d/759d9276739200e2cb8101a36449ba20.jpg'),\n",
       " ('Obsidian (Lux #1)',\n",
       "  'Two',\n",
       "  14.86,\n",
       "  'young-adult_21',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/88/3f/883fb0f2304efca8724c629f03a4b82a.jpg'),\n",
       " ('My Paris Kitchen: Recipes and Stories',\n",
       "  'Two',\n",
       "  33.37,\n",
       "  'food-and-drink_33',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ae/d5/aed548aefcac7803a599b05da3acb86e.jpg'),\n",
       " ('Masks and Shadows',\n",
       "  'Two',\n",
       "  56.4,\n",
       "  'fantasy_19',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/05/c4/05c43fe821ae19169c7baa8a54c7e869.jpg'),\n",
       " ('Mama Tried: Traditional Italian Cooking for the Screwed, Crude, Vegan, and Tattooed',\n",
       "  'Four',\n",
       "  14.02,\n",
       "  'food-and-drink_33',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/48/19/48192cbef9101060e3787d87d7c8d7d1.jpg'),\n",
       " ('Lumberjanes, Vol. 2: Friendship to the Max (Lumberjanes #5-8)',\n",
       "  'Two',\n",
       "  46.91,\n",
       "  'sequential-art_5',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/67/f8/67f83a06f77d0ff3b06cb8ac04839422.jpg'),\n",
       " ('Lumberjanes, Vol. 1: Beware the Kitten Holy (Lumberjanes #1-4)',\n",
       "  'Three',\n",
       "  45.61,\n",
       "  'sequential-art_5',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/1c/78/1c78cb31ededc4c662857cf65bd1619d.jpg'),\n",
       " ('Lumberjanes Vol. 3: A Terrible Plan (Lumberjanes #9-12)',\n",
       "  'Two',\n",
       "  19.92,\n",
       "  'sequential-art_5',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d6/9b/d69b7020c4210e12882ffca0428919a2.jpg'),\n",
       " ('Layered: Baking, Building, and Styling Spectacular Cakes',\n",
       "  'One',\n",
       "  40.11,\n",
       "  'food-and-drink_33',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/73/06/7306b860c7887dfb2a4b0083e2d6bf0d.jpg'),\n",
       " ('Judo: Seven Steps to Black Belt (an Introductory Guide for Beginners)',\n",
       "  'Two',\n",
       "  53.9,\n",
       "  'add-a-comment_18',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/6d/80/6d80608ef81001ad068df06fae44b7f8.jpg'),\n",
       " ('Join',\n",
       "  'Five',\n",
       "  35.67,\n",
       "  'science-fiction_16',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/df/64/df642e483f7ae23de6888c73f05e2014.jpg'),\n",
       " ('In the Country We Love: My Family Divided',\n",
       "  'Four',\n",
       "  22.0,\n",
       "  'nonfiction_13',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/11/08/1108a8d9ebccd9cd474012121c32a7f5.jpg'),\n",
       " ('Immunity: How Elie Metchnikoff Changed the Course of Modern Medicine',\n",
       "  'Five',\n",
       "  57.36,\n",
       "  'science_22',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e1/1e/e11e7e9514a123aee2415a1def85e638.jpg'),\n",
       " ('I Hate Fairyland, Vol. 1: Madly Ever After (I Hate Fairyland (Compilations) #1-5)',\n",
       "  'Two',\n",
       "  29.17,\n",
       "  'sequential-art_5',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/58/e2/58e2097169e92a95d973da420ce7cc98.jpg'),\n",
       " ('I am a Hero Omnibus Volume 1',\n",
       "  'Three',\n",
       "  54.63,\n",
       "  'sequential-art_5',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f7/4d/f74db5141becf01083abc03c078f4922.jpg'),\n",
       " ('How to Be Miserable: 40 Strategies You Already Use',\n",
       "  'One',\n",
       "  46.03,\n",
       "  'self-help_41',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b0/9d/b09d7cb6aa8ae112dd457e588762d293.jpg'),\n",
       " ('Her Backup Boyfriend (The Sorensen Family #1)',\n",
       "  'One',\n",
       "  33.97,\n",
       "  'romance_8',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/41/ee/41ee38c1d15f0139a3fb17b730dc4347.jpg'),\n",
       " ('Giant Days, Vol. 2 (Giant Days #5-8)',\n",
       "  'Two',\n",
       "  22.11,\n",
       "  'sequential-art_5',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d0/6f/d06ff4e3b9daf93b18bb21f1af19b5eb.jpg'),\n",
       " ('Forever and Forever: The Courtship of Henry Longfellow and Fanny Appleton',\n",
       "  'Three',\n",
       "  29.69,\n",
       "  'historical-fiction_4',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f9/9e/f99e760b894d10c6e5ed578618918367.jpg'),\n",
       " ('First and First (Five Boroughs #3)',\n",
       "  'Four',\n",
       "  15.97,\n",
       "  'romance_8',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/01/a5/01a5285b17e7ec0e7e56294a8f8af28d.jpg'),\n",
       " ('Fifty Shades Darker (Fifty Shades #2)',\n",
       "  'One',\n",
       "  21.96,\n",
       "  'romance_8',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/51/86/51862681bebec59be61f36f937c71fce.jpg'),\n",
       " ('Everydata: The Misinformation Hidden in the Little Data You Consume Every Day',\n",
       "  'Two',\n",
       "  54.35,\n",
       "  'nonfiction_13',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/15/97/15972684c6f44f1be5e751d2e067cc16.jpg'),\n",
       " (\"Don't Be a Jerk: And Other Practical Advice from Dogen, Japan's Greatest Zen Master\",\n",
       "  'Two',\n",
       "  37.97,\n",
       "  'religion_12',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a7/9c/a79cac7aec3816fb754c1aedd2e82986.jpg'),\n",
       " ('Danganronpa Volume 1',\n",
       "  'Four',\n",
       "  51.99,\n",
       "  'sequential-art_5',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ce/39/ce3942d9a10b6a17805136ace7c140fa.jpg'),\n",
       " ('Crown of Midnight (Throne of Glass #2)',\n",
       "  'Three',\n",
       "  43.29,\n",
       "  'fantasy_19',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b7/7d/b77d5e56daa3c22822abf1b8affbaef9.jpg'),\n",
       " ('Codename Baboushka, Volume 1: The Conclave of Death',\n",
       "  'Four',\n",
       "  36.72,\n",
       "  'sequential-art_5',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ed/a5/eda54d1bfcdd39488013f7aae1eaf659.jpg'),\n",
       " ('Camp Midnight',\n",
       "  'Four',\n",
       "  17.08,\n",
       "  'sequential-art_5',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/7a/67/7a671ecf69cdcd2ea9ebe85da1b5585f.jpg'),\n",
       " ('Call the Nurse: True Stories of a Country Nurse on a Scottish Isle',\n",
       "  'Five',\n",
       "  29.14,\n",
       "  'nonfiction_13',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c5/f2/c5f2361aab546bc7f851cf93aec94ca3.jpg'),\n",
       " ('Burning',\n",
       "  'Three',\n",
       "  28.81,\n",
       "  'young-adult_21',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9a/2c/9a2c2936fa9bd422be96805924e1411a.jpg'),\n",
       " ('Bossypants',\n",
       "  'Two',\n",
       "  49.46,\n",
       "  'default_15',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/94/34/943490007d42c0bc066efc899dafa472.jpg'),\n",
       " ('Bitch Planet, Vol. 1: Extraordinary Machine (Bitch Planet (Collected Editions))',\n",
       "  'Two',\n",
       "  37.92,\n",
       "  'sequential-art_5',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9d/1d/9d1d68362670066b155936e37d61bc5b.jpg'),\n",
       " ('Avatar: The Last Airbender: Smoke and Shadow, Part 3 (Smoke and Shadow #3)',\n",
       "  'Two',\n",
       "  28.09,\n",
       "  'fantasy_19',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9f/25/9f25ffe4229a32d1368b3dfe248c3343.jpg'),\n",
       " ('Algorithms to Live By: The Computer Science of Human Decisions',\n",
       "  'One',\n",
       "  30.81,\n",
       "  'nonfiction_13',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/28/ea/28ea530a8b7955e422df64beaed7871a.jpg'),\n",
       " ('A World of Flavor: Your Gluten Free Passport',\n",
       "  'One',\n",
       "  42.95,\n",
       "  'default_15',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/0a/6a/0a6a53a8d37584a7906d2d5a0032f9c1.jpg'),\n",
       " ('A Piece of Sky, a Grain of Rice: A Memoir in Four Meditations',\n",
       "  'Five',\n",
       "  56.76,\n",
       "  'default_15',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/09/6d/096df83de35d408278fdc9108d930b5f.jpg'),\n",
       " ('A Murder in Time',\n",
       "  'One',\n",
       "  16.64,\n",
       "  'mystery_3',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/cc/bd/ccbd7a62caefd5a3a2e04dd7c2ff48fe.jpg'),\n",
       " ('A Flight of Arrows (The Pathfinders #2)',\n",
       "  'Five',\n",
       "  55.53,\n",
       "  'historical-fiction_4',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ec/65/ec651ed66822d4b68938afa645b1ece2.jpg'),\n",
       " ('A Fierce and Subtle Poison',\n",
       "  'Four',\n",
       "  28.13,\n",
       "  'young-adult_21',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ac/b6/acb65d6d11263ba98b0191b544f6c728.jpg'),\n",
       " ('A Court of Thorns and Roses (A Court of Thorns and Roses #1)',\n",
       "  'One',\n",
       "  52.37,\n",
       "  'fantasy_19',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/0a/78/0a78f89fc2dc78b700b494c3510e8920.jpg'),\n",
       " ('(Un)Qualified: How God Uses Broken People to Do Big Things',\n",
       "  'Five',\n",
       "  54.0,\n",
       "  'christian_43',\n",
       "  16.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e4/f8/e4f8c1c5954e09cb6c485d9db824eeb1.jpg'),\n",
       " ('You Are What You Love: The Spiritual Power of Habit',\n",
       "  'Four',\n",
       "  21.87,\n",
       "  'religion_12',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/52/9b/529bf0d806ae2ab02bf23da4326b24c3.jpg'),\n",
       " (\"William Shakespeare's Star Wars: Verily, A New Hope (William Shakespeare's Star Wars #4)\",\n",
       "  'Four',\n",
       "  43.3,\n",
       "  'science-fiction_16',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/02/7a/027a1f131d94c38f9e785f5d85a109c7.jpg'),\n",
       " ('Tuesday Nights in 1980',\n",
       "  'Two',\n",
       "  21.04,\n",
       "  'fiction_10',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a3/ad/a3ade5edecde67449329c1ebb016c049.jpg'),\n",
       " ('Tracing Numbers on a Train',\n",
       "  'Three',\n",
       "  41.6,\n",
       "  'default_15',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/0a/05/0a0514153dac092aac76b097b495f908.jpg'),\n",
       " ('Throne of Glass (Throne of Glass #1)',\n",
       "  'Three',\n",
       "  35.07,\n",
       "  'fantasy_19',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/4e/8d/4e8d87d1cb5e876ddb50599a1d1b656e.jpg'),\n",
       " ('Thomas Jefferson and the Tripoli Pirates: The Forgotten War That Changed American History',\n",
       "  'One',\n",
       "  59.64,\n",
       "  'history_32',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/77/79/777988a85de2269905bd8c2070a3cf58.jpg'),\n",
       " ('Thirteen Reasons Why',\n",
       "  'One',\n",
       "  52.72,\n",
       "  'default_15',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/6d/7b/6d7b69b4edcdf5b6b075d6fa53bf74bc.jpg'),\n",
       " ('The White Cat and the Monk: A Retelling of the Poem â\\x80\\x9cPangur BÃ¡nâ\\x80\\x9d',\n",
       "  'Four',\n",
       "  58.08,\n",
       "  'childrens_11',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/49/0e/490e049133ee9f398e6a70f25c12e308.jpg'),\n",
       " ('The Wedding Dress',\n",
       "  'One',\n",
       "  24.12,\n",
       "  'romance_8',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/29/3b/293bd9cd6fe1f8c82d1688aefe6cc5f7.jpg'),\n",
       " ('The Vacationers',\n",
       "  'Four',\n",
       "  42.15,\n",
       "  'fiction_10',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/34/c9/34c988a76c3cd7c04566d3030d8e7331.jpg'),\n",
       " ('The Third Wave: An Entrepreneurâ\\x80\\x99s Vision of the Future',\n",
       "  'Five',\n",
       "  12.61,\n",
       "  'business_35',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/0f/76/0f76b00ea914ced1822d8ac3480c485f.jpg'),\n",
       " ('The Stranger',\n",
       "  'Four',\n",
       "  17.44,\n",
       "  'philosophy_7',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c8/1a/c81aea97de1daaa0081d96f8564c204c.jpg'),\n",
       " ('The Shadow Hero (The Shadow Hero)',\n",
       "  'One',\n",
       "  33.14,\n",
       "  'sequential-art_5',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c3/d2/c3d2356443efca9bcad78eba8d249fc1.jpg'),\n",
       " ('The Secret (The Secret #1)',\n",
       "  'Four',\n",
       "  27.37,\n",
       "  'default_15',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d3/70/d37038f81b8ad0342346951271c31e58.jpg'),\n",
       " ('The Regional Office Is Under Attack!',\n",
       "  'Five',\n",
       "  51.36,\n",
       "  'fiction_10',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d4/73/d473f01f077b91ce04e345305a3fa217.jpg'),\n",
       " ('The Psychopath Test: A Journey Through the Madness Industry',\n",
       "  'Two',\n",
       "  36.0,\n",
       "  'default_15',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/dd/63/dd637b4e7cb403932e6a29397d877e4e.jpg'),\n",
       " ('The Project',\n",
       "  'One',\n",
       "  10.65,\n",
       "  'science-fiction_16',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/4c/57/4c57c192057269132623f9c6b3f69559.jpg'),\n",
       " ('The Power of Now: A Guide to Spiritual Enlightenment',\n",
       "  'Two',\n",
       "  43.54,\n",
       "  'nonfiction_13',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/13/2a/132a17f55f0048a2f2df748c9f5ce4e4.jpg'),\n",
       " (\"The Omnivore's Dilemma: A Natural History of Four Meals\",\n",
       "  'Two',\n",
       "  38.21,\n",
       "  'nonfiction_13',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/3d/9d/3d9d46815a4be5e5e6f5e641d8268961.jpg'),\n",
       " ('The Nerdy Nummies Cookbook: Sweet Treats for the Geek in All of Us',\n",
       "  'Five',\n",
       "  37.34,\n",
       "  'food-and-drink_33',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/41/57/4157492623f9552e3efdc858a19968f3.jpg'),\n",
       " ('The Murder of Roger Ackroyd (Hercule Poirot #4)',\n",
       "  'Four',\n",
       "  44.1,\n",
       "  'mystery_3',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/86/38/8638ba095b3b32e0abdef170e7bc4fd6.jpg'),\n",
       " ('The Mistake (Off-Campus #2)',\n",
       "  'Three',\n",
       "  43.29,\n",
       "  'new-adult_20',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/95/49/9549db6862283a388659611bda63b97b.jpg'),\n",
       " (\"The Matchmaker's Playbook (Wingmen Inc. #1)\",\n",
       "  'One',\n",
       "  55.85,\n",
       "  'new-adult_20',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e9/e3/e9e3736effeb4982324dd0e4e64b2e81.jpg'),\n",
       " ('The Love and Lemons Cookbook: An Apple-to-Zucchini Celebration of Impromptu Cooking',\n",
       "  'Two',\n",
       "  37.6,\n",
       "  'food-and-drink_33',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/88/e7/88e70e44632c3ca306191007bc723806.jpg'),\n",
       " ('The Long Shadow of Small Ghosts: Murder and Memory in an American City',\n",
       "  'One',\n",
       "  10.97,\n",
       "  'crime_51',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2b/50/2b50fa031b2411a94bc68de0bbdd96fb.jpg'),\n",
       " ('The Kite Runner',\n",
       "  'Four',\n",
       "  41.82,\n",
       "  'default_15',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/65/1e/651e956a041bf4b91bfba1374f0f91e7.jpg'),\n",
       " ('The House by the Lake',\n",
       "  'One',\n",
       "  36.95,\n",
       "  'historical-fiction_4',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/46/a2/46a2c968bfccf1979cc5576085eec6dd.jpg'),\n",
       " ('The Glittering Court (The Glittering Court #1)',\n",
       "  'One',\n",
       "  44.28,\n",
       "  'fantasy_19',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2f/21/2f21c9ffd0962092ce337ecd1b338f5b.jpg'),\n",
       " ('The Girl on the Train',\n",
       "  'Two',\n",
       "  55.02,\n",
       "  'default_15',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/19/ed/19ed2156391eebbcd757a0d9f6d5860c.jpg'),\n",
       " ('The Genius of Birds',\n",
       "  'One',\n",
       "  17.24,\n",
       "  'nonfiction_13',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2e/52/2e52982210cbc8dffe414cab72b52e38.jpg'),\n",
       " ('The Emerald Mystery',\n",
       "  'Two',\n",
       "  23.15,\n",
       "  'default_15',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/bc/1f/bc1f79af87032748b75d12079f51c031.jpg'),\n",
       " ('The Cookies & Cups Cookbook: 125+ sweet & savory recipes reminding you to Always Eat Dessert First',\n",
       "  'One',\n",
       "  41.25,\n",
       "  'food-and-drink_33',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/81/37/81374b88e925ba998c4049abcf805196.jpg'),\n",
       " (\"The Bridge to Consciousness: I'm Writing the Bridge Between Science and Our Old and New Beliefs.\",\n",
       "  'Three',\n",
       "  32.0,\n",
       "  'default_15',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/39/c7/39c7bebcde5d9643ede71ac8ee87ee69.jpg'),\n",
       " (\"The Artist's Way: A Spiritual Path to Higher Creativity\",\n",
       "  'Five',\n",
       "  38.49,\n",
       "  'nonfiction_13',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/3b/41/3b414b6d0340a0cbbd05be0942ddaada.jpg'),\n",
       " ('The Art of War',\n",
       "  'Five',\n",
       "  33.34,\n",
       "  'default_15',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/61/1b/611b527ab7ecef530e3040c85f6602c3.jpg'),\n",
       " ('The Argonauts',\n",
       "  'Two',\n",
       "  10.93,\n",
       "  'autobiography_27',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/22/d0/22d01c710471f94dabfa41083fa3cf4e.jpg'),\n",
       " ('The 10% Entrepreneur: Live Your Startup Dream Without Quitting Your Day Job',\n",
       "  'Three',\n",
       "  27.55,\n",
       "  'business_35',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/50/4b/504b1891508614ff9393563f69d66c95.jpg'),\n",
       " ('Suddenly in Love (Lake Haven #1)',\n",
       "  'Two',\n",
       "  55.99,\n",
       "  'romance_8',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/58/bb/58bb81b052b6ad90adcd57e95da99a50.jpg'),\n",
       " ('Something More Than This',\n",
       "  'Four',\n",
       "  16.24,\n",
       "  'romance_8',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b8/f9/b8f9e0169c3811f9ed145c3824208de6.jpg'),\n",
       " ('Soft Apocalypse',\n",
       "  'Two',\n",
       "  26.12,\n",
       "  'science-fiction_16',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/61/ca/61ca5ab6bc514b9527af9f805fa03c31.jpg'),\n",
       " (\"So You've Been Publicly Shamed\",\n",
       "  'Two',\n",
       "  12.23,\n",
       "  'nonfiction_13',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9d/15/9d150a1d5832bb9e3b82bbc1541912d6.jpg'),\n",
       " ('Shoe Dog: A Memoir by the Creator of NIKE',\n",
       "  'Two',\n",
       "  23.99,\n",
       "  'business_35',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/fc/21/fc21d144c7289e5b1cb133e01a925126.jpg'),\n",
       " ('Shobu Samurai, Project Aryoku (#3)',\n",
       "  'Three',\n",
       "  29.06,\n",
       "  'add-a-comment_18',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f3/7f/f37f3173a97baeac6b6421c54a6df7b5.jpg'),\n",
       " ('Secrets and Lace (Fatal Hearts #1)',\n",
       "  'One',\n",
       "  20.27,\n",
       "  'default_15',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/04/9d/049dafcbbc11bb61bb94e8b16f343936.jpg'),\n",
       " ('Scarlett Epstein Hates It Here',\n",
       "  'Five',\n",
       "  43.55,\n",
       "  'young-adult_21',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/7e/ba/7eba21a2ecaa4651e44f04a7cd808520.jpg'),\n",
       " ('Romero and Juliet: A Tragic Tale of Love and Zombies',\n",
       "  'One',\n",
       "  36.94,\n",
       "  'default_15',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/21/bc/21bc2104d32569a0dbbb81923480d749.jpg'),\n",
       " ('Redeeming Love',\n",
       "  'Five',\n",
       "  20.47,\n",
       "  'christian-fiction_34',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c9/74/c974d74fa0bd1735c6ae172d40b1c077.jpg'),\n",
       " ('Poses for Artists Volume 1 - Dynamic and Sitting Poses: An Essential Reference for Figure Drawing and the Human Form',\n",
       "  'One',\n",
       "  41.06,\n",
       "  'default_15',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a4/10/a4108800f6337c5aa13b104b252d52b8.jpg'),\n",
       " ('Poems That Make Grown Women Cry',\n",
       "  'Four',\n",
       "  14.19,\n",
       "  'poetry_23',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/18/ac/18ac3f16b10a5fc47e603d93335e3f24.jpg'),\n",
       " ('Nightingale, Sing',\n",
       "  'One',\n",
       "  38.28,\n",
       "  'young-adult_21',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/97/e6/97e65c8381cc80ba1107c3ce81c4878d.jpg'),\n",
       " ('Night Sky with Exit Wounds',\n",
       "  'One',\n",
       "  41.05,\n",
       "  'poetry_23',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ff/48/ff48b0696fb97b7f7b5c6d15e372cb70.jpg'),\n",
       " ('Mrs. Houdini',\n",
       "  'Five',\n",
       "  30.25,\n",
       "  'historical-fiction_4',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b4/45/b445dbc81ca3aff1321a6bf0d0fa231d.jpg'),\n",
       " ('Modern Romance',\n",
       "  'Five',\n",
       "  28.26,\n",
       "  'add-a-comment_18',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/78/cb/78cb28a3e8804131e8e0c3f7b8deb2fc.jpg'),\n",
       " ('Miss Peregrineâ\\x80\\x99s Home for Peculiar Children (Miss Peregrineâ\\x80\\x99s Peculiar Children #1)',\n",
       "  'One',\n",
       "  10.76,\n",
       "  'default_15',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/1d/ae/1dae4577eb25fcec3f88e4cbb3fc726a.jpg'),\n",
       " ('Louisa: The Extraordinary Life of Mrs. Adams',\n",
       "  'Two',\n",
       "  16.85,\n",
       "  'biography_36',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ec/2a/ec2a7df6fdafc7e6f97b6c6da7980584.jpg'),\n",
       " ('Little Red',\n",
       "  'Three',\n",
       "  13.47,\n",
       "  'childrens_11',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/63/6b/636b836f5c3d67b9cda1948f5ca08694.jpg'),\n",
       " ('Library of Souls (Miss Peregrineâ\\x80\\x99s Peculiar Children #3)',\n",
       "  'Five',\n",
       "  48.56,\n",
       "  'young-adult_21',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/79/7a/797a5468a7d06aba28d1cc7342b1f2ba.jpg'),\n",
       " ('Large Print Heart of the Pride',\n",
       "  'Two',\n",
       "  19.15,\n",
       "  'default_15',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/59/55/5955e9e333301e3eeb3b9575c2ad3659.jpg'),\n",
       " ('I Had a Nice Time And Other Lies...: How to find love & sh*t like that',\n",
       "  'Four',\n",
       "  57.36,\n",
       "  'womens-fiction_9',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/60/e9/60e9df360fec611b15a1bbb4c28aad22.jpg'),\n",
       " ('Hollow City (Miss Peregrineâ\\x80\\x99s Peculiar Children #2)',\n",
       "  'One',\n",
       "  42.98,\n",
       "  'fantasy_19',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/4c/fd/4cfd83a011f60d38b140642a441ce01a.jpg'),\n",
       " ('Grumbles',\n",
       "  'Two',\n",
       "  22.16,\n",
       "  'default_15',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/20/78/207840aea0c8e2be66d998b80c6a59d3.jpg'),\n",
       " ('Full Moon over Noahâ\\x80\\x99s Ark: An Odyssey to Mount Ararat and Beyond',\n",
       "  'Four',\n",
       "  49.43,\n",
       "  'travel_2',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/fe/8a/fe8af6ceec7718986380c0fde9b3b34f.jpg'),\n",
       " ('Frostbite (Vampire Academy #2)',\n",
       "  'Five',\n",
       "  29.99,\n",
       "  'young-adult_21',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2a/2d/2a2d6ebcedeb7249a2a85fd1fbfd06e1.jpg'),\n",
       " ('Follow You Home',\n",
       "  'One',\n",
       "  21.36,\n",
       "  'horror_31',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/bb/c0/bbc0bdad3ad7f390017ea66bb7019579.jpg'),\n",
       " ('First Steps for New Christians (Print Edition)',\n",
       "  'One',\n",
       "  29.0,\n",
       "  'default_15',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c6/50/c650e687398b368f4a16276f6d00144b.jpg'),\n",
       " ('Finders Keepers (Bill Hodges Trilogy #2)',\n",
       "  'Five',\n",
       "  53.53,\n",
       "  'fiction_10',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/76/80/76804e1881b630a110794fef5aad02cf.jpg'),\n",
       " ('Fables, Vol. 1: Legends in Exile (Fables #1)',\n",
       "  'Four',\n",
       "  41.62,\n",
       "  'sequential-art_5',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/51/e4/51e472da0b7be65921345af6d4ca9e51.jpg'),\n",
       " ('Eureka Trivia 6.0',\n",
       "  'Four',\n",
       "  54.59,\n",
       "  'default_15',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e8/21/e821a2e8fe4431eb895e9d46fe68c32e.jpg'),\n",
       " ('Drive: The Surprising Truth About What Motivates Us',\n",
       "  'Four',\n",
       "  34.95,\n",
       "  'default_15',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e9/48/e948a672efe721b408c8dd1f1f3ec529.jpg'),\n",
       " ('Done Rubbed Out (Reightman & Bailey #1)',\n",
       "  'Five',\n",
       "  37.72,\n",
       "  'default_15',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/4e/af/4eaf0482e122cf9100b0fff61ea3441a.jpg'),\n",
       " ('Doing It Over (Most Likely To #1)',\n",
       "  'Three',\n",
       "  35.61,\n",
       "  'romance_8',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/4b/91/4b91460323973e9e140626d00474d74c.jpg'),\n",
       " ('Deliciously Ella Every Day: Quick and Easy Recipes for Gluten-Free Snacks, Packed Lunches, and Simple Meals',\n",
       "  'Three',\n",
       "  42.16,\n",
       "  'food-and-drink_33',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/38/c3/38c342d52a30a8eb38b34668e9777222.jpg'),\n",
       " ('Dark Notes',\n",
       "  'Five',\n",
       "  19.19,\n",
       "  'erotica_50',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/1c/88/1c8807c42be085f3b061fe63f62a3c39.jpg'),\n",
       " ('Daring Greatly: How the Courage to Be Vulnerable Transforms the Way We Live, Love, Parent, and Lead',\n",
       "  'Three',\n",
       "  19.43,\n",
       "  'nonfiction_13',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/38/ea/38ea04e1e16ebef78fd2595771fe2287.jpg'),\n",
       " ('Close to You',\n",
       "  'Four',\n",
       "  49.46,\n",
       "  'christian-fiction_34',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/94/f4/94f4405dae04559ecdd92e62486623e3.jpg'),\n",
       " ('Chasing Heaven: What Dying Taught Me About Living',\n",
       "  'Two',\n",
       "  37.8,\n",
       "  'spirituality_39',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/87/cd/87cd2aa5c4e38244ffcb17b84b0f6efd.jpg'),\n",
       " ('Big Magic: Creative Living Beyond Fear',\n",
       "  'Three',\n",
       "  30.8,\n",
       "  'nonfiction_13',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/78/a6/78a64cdef1ea38f3ddcc77f5e3fac5fd.jpg'),\n",
       " ('Becoming Wise: An Inquiry into the Mystery and Art of Living',\n",
       "  'Two',\n",
       "  27.43,\n",
       "  'nonfiction_13',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/33/65/3365a493bba6856798437c3e341a1e5d.jpg'),\n",
       " ('Beauty Restored (Riley Family Legacy Novellas #3)',\n",
       "  'Two',\n",
       "  11.11,\n",
       "  'default_15',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/68/e8/68e81c5a221dcd71516b5711641f83ed.jpg'),\n",
       " ('Batman: The Long Halloween (Batman)',\n",
       "  'Two',\n",
       "  36.5,\n",
       "  'sequential-art_5',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/26/a6/26a6c3227af69348c542bc4e094279a4.jpg'),\n",
       " ('Batman: The Dark Knight Returns (Batman)',\n",
       "  'Five',\n",
       "  15.38,\n",
       "  'sequential-art_5',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/1e/38/1e381319aaf7cf69c27a5171520d53fe.jpg'),\n",
       " (\"Ayumi's Violin\",\n",
       "  'Two',\n",
       "  15.48,\n",
       "  'default_15',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/43/78/4378757ed2632f2473e7455ae9717820.jpg'),\n",
       " ('Anonymous',\n",
       "  'Four',\n",
       "  46.82,\n",
       "  'default_15',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/31/07/31070621fa42e300a9aab403293bad92.jpg'),\n",
       " ('Amy Meets the Saints and Sages',\n",
       "  'Three',\n",
       "  18.46,\n",
       "  'default_15',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c3/6f/c36fd57aa9fc55ab3ea56b6e08b59c8d.jpg'),\n",
       " ('Amid the Chaos',\n",
       "  'One',\n",
       "  36.58,\n",
       "  'cultural_49',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/8a/94/8a94b2ba501119af0d3520b94daf8c20.jpg'),\n",
       " ('Amatus',\n",
       "  'Five',\n",
       "  50.54,\n",
       "  'default_15',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/30/51/30512adbb6cba367d3f48e09a888da3c.jpg'),\n",
       " ('Agnostic: A Spirited Manifesto',\n",
       "  'Five',\n",
       "  12.51,\n",
       "  'nonfiction_13',\n",
       "  15.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/66/03/6603ceb9ac44fb012f8bf54383bc0165.jpg'),\n",
       " ('Zealot: The Life and Times of Jesus of Nazareth',\n",
       "  'Three',\n",
       "  24.7,\n",
       "  'history_32',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/21/da/21dab5c065cfcde1bad7ded16a753102.jpg'),\n",
       " ('You (You #1)',\n",
       "  'Five',\n",
       "  43.61,\n",
       "  'thriller_37',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f2/f1/f2f19169771a8a8e1a4b72f22e799de8.jpg'),\n",
       " ('Wonder Woman: Earth One, Volume One (Wonder Woman: Earth One #1)',\n",
       "  'Four',\n",
       "  37.34,\n",
       "  'sequential-art_5',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b6/6a/b66a733a0fd2c0ed2cffaf5d2d9dd146.jpg'),\n",
       " ('Wild Swans',\n",
       "  'Two',\n",
       "  14.36,\n",
       "  'young-adult_21',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ad/42/ad42a85570a887faf1b9e12715cf59bf.jpg'),\n",
       " ('Why the Right Went Wrong: Conservatism--From Goldwater to the Tea Party and Beyond',\n",
       "  'Four',\n",
       "  52.65,\n",
       "  'politics_48',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/cd/64/cd64ccda3382d62fea8167eaadd6c9a0.jpg'),\n",
       " ('Whole Lotta Creativity Going On: 60 Fun and Unusual Exercises to Awaken and Strengthen Your Creativity',\n",
       "  'Four',\n",
       "  38.2,\n",
       "  'nonfiction_13',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e3/d5/e3d59328474571d53aad7d07144e2ef0.jpg'),\n",
       " (\"What's It Like in Space?: Stories from Astronauts Who've Been There\",\n",
       "  'Two',\n",
       "  19.6,\n",
       "  'nonfiction_13',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/96/6f/966f1fe13d231041bb516c281a675646.jpg'),\n",
       " ('We Are Robin, Vol. 1: The Vigilante Business (We Are Robin #1)',\n",
       "  'One',\n",
       "  53.9,\n",
       "  'sequential-art_5',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/3e/61/3e611e2228ffe66b05f202cd3da0359c.jpg'),\n",
       " (\"Walt Disney's Alice in Wonderland\",\n",
       "  'Five',\n",
       "  12.96,\n",
       "  'childrens_11',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/0f/65/0f65a1f2a3705c67b3d2a787ab3e8b99.jpg'),\n",
       " ('V for Vendetta (V for Vendetta Complete)',\n",
       "  'Four',\n",
       "  37.1,\n",
       "  'default_15',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9d/3f/9d3f79bdbfe9a9caea353627b6685699.jpg'),\n",
       " ('Until Friday Night (The Field Party #1)',\n",
       "  'Two',\n",
       "  46.31,\n",
       "  'young-adult_21',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e1/24/e1249f72129bd4b788ffd0cdd7834c24.jpg'),\n",
       " ('Unbroken: A World War II Story of Survival, Resilience, and Redemption',\n",
       "  'Two',\n",
       "  45.95,\n",
       "  'default_15',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e6/95/e6956bac63c9e1e6df6dac4db3a0ec0d.jpg'),\n",
       " ('Twenty Yawns',\n",
       "  'Two',\n",
       "  22.08,\n",
       "  'childrens_11',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/40/d7/40d7f9433c2f23370659c925a45fdcad.jpg'),\n",
       " ('Through the Woods',\n",
       "  'Two',\n",
       "  25.38,\n",
       "  'sequential-art_5',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ac/07/ac07aa5cfd42e6192bb801a749263bba.jpg'),\n",
       " ('This Is Where It Ends',\n",
       "  'Two',\n",
       "  27.12,\n",
       "  'young-adult_21',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/8e/dc/8edc314a67ed5ddad7bd0a2f30ad3238.jpg'),\n",
       " ('The Year of Magical Thinking',\n",
       "  'Two',\n",
       "  43.04,\n",
       "  'nonfiction_13',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/06/2a/062af372ae666a16fa7e67ced2d1187c.jpg'),\n",
       " ('The Wright Brothers',\n",
       "  'Four',\n",
       "  56.8,\n",
       "  'default_15',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/51/98/51985c3a61a47b8de85239b9e3b2a938.jpg'),\n",
       " (\"The White Queen (The Cousins' War #1)\",\n",
       "  'Five',\n",
       "  25.91,\n",
       "  'add-a-comment_18',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/11/40/11400b5532ad710359584a68db50f33c.jpg'),\n",
       " (\"The Wedding Pact (The O'Malleys #2)\",\n",
       "  'Three',\n",
       "  32.61,\n",
       "  'romance_8',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/21/53/21539e305aa09ec40b36daa43db3f2fe.jpg'),\n",
       " ('The Time Keeper',\n",
       "  'Five',\n",
       "  27.88,\n",
       "  'fiction_10',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/37/d1/37d108ff5b19028a52ddd73dba35d543.jpg'),\n",
       " ('The Testament of Mary',\n",
       "  'Four',\n",
       "  52.67,\n",
       "  'fiction_10',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/06/a6/06a62270c0700ae3c537cf394cf145ee.jpg'),\n",
       " ('The Star-Touched Queen',\n",
       "  'Five',\n",
       "  46.02,\n",
       "  'fantasy_19',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ac/1a/ac1a0546d9cdf6cd82ab7712a6c418df.jpg'),\n",
       " ('The Songs of the Gods',\n",
       "  'Five',\n",
       "  44.48,\n",
       "  'default_15',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/08/ad/08add5c58ff717da1b00d5dda3f7c637.jpg'),\n",
       " ('The Song of Achilles',\n",
       "  'Five',\n",
       "  37.4,\n",
       "  'add-a-comment_18',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/4e/56/4e56783b21a3a5c73e32e59241a351ac.jpg'),\n",
       " ('The Rosie Project (Don Tillman #1)',\n",
       "  'One',\n",
       "  54.04,\n",
       "  'default_15',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/45/db/45db8e5d17ac3683cce97977d162dc94.jpg'),\n",
       " ('The Power of Habit: Why We Do What We Do in Life and Business',\n",
       "  'Three',\n",
       "  16.88,\n",
       "  'default_15',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/03/be/03beffe578a7839374f7060639ce914d.jpg'),\n",
       " ('The Marriage of Opposites',\n",
       "  'Four',\n",
       "  28.08,\n",
       "  'historical-fiction_4',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/33/8e/338e196723f3fb10d5c6990fe54be61d.jpg'),\n",
       " ('The Lucifer Effect: Understanding How Good People Turn Evil',\n",
       "  'One',\n",
       "  10.4,\n",
       "  'psychology_26',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/4b/2a/4b2a574e8382dcac92d046d30d2c27fc.jpg'),\n",
       " ('The Long Haul (Diary of a Wimpy Kid #9)',\n",
       "  'One',\n",
       "  44.07,\n",
       "  'humor_30',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b1/e6/b1e6c747381261cd6e60ac9d350c4bab.jpg'),\n",
       " ('The Loney',\n",
       "  'One',\n",
       "  23.4,\n",
       "  'horror_31',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/84/cc/84cc7f93a8c6c766a6297a23227e68e8.jpg'),\n",
       " ('The Literature Book (Big Ideas Simply Explained)',\n",
       "  'Three',\n",
       "  17.43,\n",
       "  'nonfiction_13',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b7/95/b79552e4f08ebad6516f6ddefbb7bd92.jpg'),\n",
       " ('The Last Mile (Amos Decker #2)',\n",
       "  'Two',\n",
       "  54.21,\n",
       "  'mystery_3',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e6/dc/e6dcc8f75214eb14edc1ce09c98f3d71.jpg'),\n",
       " ('The Immortal Life of Henrietta Lacks',\n",
       "  'Two',\n",
       "  40.67,\n",
       "  'add-a-comment_18',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/92/4d/924d855a0ad5774410b0bb7c71afa788.jpg'),\n",
       " ('The Hidden Oracle (The Trials of Apollo #1)',\n",
       "  'Two',\n",
       "  52.26,\n",
       "  'fantasy_19',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/7c/55/7c550a26f03e12343d0c6b4474b3eb1e.jpg'),\n",
       " ('The Help Yourself Cookbook for Kids: 60 Easy Plant-Based Recipes Kids Can Make to Stay Healthy and Save the Earth',\n",
       "  'Three',\n",
       "  28.77,\n",
       "  'food-and-drink_33',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/bc/eb/bceb609c54f7739682b319a27a5b9783.jpg'),\n",
       " ('The Guilty (Will Robie #4)',\n",
       "  'Two',\n",
       "  13.82,\n",
       "  'thriller_37',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/7f/fd/7ffdc9c4b7bf965990c59460da9b66b7.jpg'),\n",
       " ('The First Hostage (J.B. Collins #2)',\n",
       "  'Three',\n",
       "  25.85,\n",
       "  'fiction_10',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/81/3e/813e1d11126330de52d9368e78d116cc.jpg'),\n",
       " ('The Dovekeepers',\n",
       "  'One',\n",
       "  48.78,\n",
       "  'add-a-comment_18',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/24/86/248641d1d03b4dbfe3a7db4e20552973.jpg'),\n",
       " ('The Darkest Lie',\n",
       "  'Five',\n",
       "  35.35,\n",
       "  'young-adult_21',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/3b/6a/3b6ae7b1d7736819f4f44605441e283e.jpg'),\n",
       " ('The Bane Chronicles (The Bane Chronicles #1-11)',\n",
       "  'Four',\n",
       "  44.73,\n",
       "  'fantasy_19',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e9/fe/e9fed5b725a6badd26ef93175fdc248b.jpg'),\n",
       " ('The Bad-Ass Librarians of Timbuktu: And Their Race to Save the Worldâ\\x80\\x99s Most Precious Manuscripts',\n",
       "  'One',\n",
       "  15.77,\n",
       "  'nonfiction_13',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c4/d7/c4d78673f6228b246d5d547c29eaa58b.jpg'),\n",
       " ('The 14th Colony (Cotton Malone #11)',\n",
       "  'One',\n",
       "  39.24,\n",
       "  'thriller_37',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/5b/3e/5b3e36ce7c82e9dd8b416a23531c0121.jpg'),\n",
       " ('That Darkness (Gardiner and Renner #1)',\n",
       "  'One',\n",
       "  13.92,\n",
       "  'mystery_3',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/23/b8/23b81994234ac127d701db1531a08e48.jpg'),\n",
       " ('Tastes Like Fear (DI Marnie Rome #3)',\n",
       "  'One',\n",
       "  10.69,\n",
       "  'mystery_3',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/74/9b/749bca168778cf35fdb2441a9d6b403f.jpg'),\n",
       " ('Take Me with You',\n",
       "  'Three',\n",
       "  45.21,\n",
       "  'fiction_10',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/bd/ad/bdad8933d15df7d7c6f3a16a9315048b.jpg'),\n",
       " ('Swell: A Year of Waves',\n",
       "  'One',\n",
       "  45.58,\n",
       "  'nonfiction_13',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/7d/a6/7da658ca2d3fce1a9958fb754a179ba8.jpg'),\n",
       " ('Superman Vol. 1: Before Truth (Superman by Gene Luen Yang #1)',\n",
       "  'Five',\n",
       "  11.89,\n",
       "  'sequential-art_5',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/31/32/3132ce8535ec612bf8588a5bc62998d4.jpg'),\n",
       " ('Still Life with Bread Crumbs',\n",
       "  'Three',\n",
       "  26.41,\n",
       "  'fiction_10',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a3/eb/a3ebe1ca5df0d3ff3e3d2b8fb8b2a551.jpg'),\n",
       " ('Steve Jobs',\n",
       "  'Five',\n",
       "  39.5,\n",
       "  'default_15',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/70/a4/70a49dbcdbbdbc8b7264d254d8197ecd.jpg'),\n",
       " ('Sorting the Beef from the Bull: The Science of Food Fraud Forensics',\n",
       "  'Four',\n",
       "  44.74,\n",
       "  'science_22',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/5d/a5/5da545b9d44464af8b3d0a9511a050ca.jpg'),\n",
       " ('Someone Like You (The Harrisons #2)',\n",
       "  'Five',\n",
       "  52.79,\n",
       "  'contemporary_38',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/03/67/03672d82cd257167775d88568d2cce38.jpg'),\n",
       " ('So Cute It Hurts!!, Vol. 6 (So Cute It Hurts!! #6)',\n",
       "  'Four',\n",
       "  35.43,\n",
       "  'sequential-art_5',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/53/ea/53ead08572cc44510da38edf559722d1.jpg'),\n",
       " ('Shtum',\n",
       "  'Four',\n",
       "  55.84,\n",
       "  'fiction_10',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/63/62/63623a0b014b1f26e49aa61786e6e708.jpg'),\n",
       " ('See America: A Celebration of Our National Parks & Treasured Sites',\n",
       "  'Three',\n",
       "  48.87,\n",
       "  'travel_2',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c7/1a/c71a85dbf8c2dbc75cb271026618477c.jpg'),\n",
       " ('salt.',\n",
       "  'Four',\n",
       "  46.78,\n",
       "  'poetry_23',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c9/92/c9924f9637aef6d9fc8e165be62f69ee.jpg'),\n",
       " ('Robin War',\n",
       "  'Three',\n",
       "  47.82,\n",
       "  'sequential-art_5',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/08/e3/08e3fff11713d162620c920a2574e149.jpg'),\n",
       " ('Red Hood/Arsenal, Vol. 1: Open for Business (Red Hood/Arsenal #1)',\n",
       "  'Two',\n",
       "  25.48,\n",
       "  'sequential-art_5',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/7a/23/7a2319e460168eff8d91828ff380849c.jpg'),\n",
       " ('Rain Fish',\n",
       "  'Three',\n",
       "  23.57,\n",
       "  'childrens_11',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ea/1f/ea1f22fa3179f3f84fbadd24fe89a1fd.jpg'),\n",
       " ('Quarter Life Poetry: Poems for the Young, Broke and Hangry',\n",
       "  'Five',\n",
       "  50.89,\n",
       "  'poetry_23',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/68/92/68922093080c377fa521ba64d8d372e1.jpg'),\n",
       " ('Pet Sematary',\n",
       "  'Three',\n",
       "  10.56,\n",
       "  'horror_31',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/99/ef/99ef2f3987ee016bdd120a4579ef98f5.jpg'),\n",
       " ('Overload: How to Unplug, Unwind, and Unleash Yourself from the Pressure of Stress',\n",
       "  'Three',\n",
       "  52.15,\n",
       "  'self-help_41',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/7f/6b/7f6bfd0fc24b974b4d7721899e93aa2c.jpg'),\n",
       " ('Once Was a Time',\n",
       "  'Two',\n",
       "  18.28,\n",
       "  'childrens_11',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e6/5e/e65e45701ce6d2da8c5cf31d6208ff02.jpg'),\n",
       " ('Old School (Diary of a Wimpy Kid #10)',\n",
       "  'Five',\n",
       "  11.83,\n",
       "  'humor_30',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/55/82/5582626cb185a8eb2914c15d5287afbd.jpg'),\n",
       " ('No Dream Is Too High: Life Lessons From a Man Who Walked on the Moon',\n",
       "  'Two',\n",
       "  21.95,\n",
       "  'nonfiction_13',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c6/e5/c6e596ddbcd5d5f448d1bae14f2e09d3.jpg'),\n",
       " ('Naruto (3-in-1 Edition), Vol. 14: Includes Vols. 40, 41 & 42 (Naruto: Omnibus #14)',\n",
       "  'Two',\n",
       "  38.39,\n",
       "  'sequential-art_5',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/0b/b8/0bb8bd42d6b58c7966ba67472a55f905.jpg'),\n",
       " ('My Name Is Lucy Barton',\n",
       "  'One',\n",
       "  41.56,\n",
       "  'fiction_10',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/28/db/28db43984c765a1d02fd3495f5c52eb6.jpg'),\n",
       " ('My Mrs. Brown',\n",
       "  'Three',\n",
       "  24.48,\n",
       "  'fiction_10',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2d/a3/2da3464fa2010bebedfba9eca77e42be.jpg'),\n",
       " ('My Kind of Crazy',\n",
       "  'One',\n",
       "  40.36,\n",
       "  'young-adult_21',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2b/38/2b38dc9b90299a9755fb15bed3293342.jpg'),\n",
       " ('Mr. Mercedes (Bill Hodges Trilogy #1)',\n",
       "  'One',\n",
       "  28.9,\n",
       "  'fiction_10',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/65/7f/657f9a3b7c0579c7fa499dddddd59422.jpg'),\n",
       " ('More Than Music (Chasing the Dream #1)',\n",
       "  'Two',\n",
       "  37.61,\n",
       "  'add-a-comment_18',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e7/00/e7000cd6975d8932b9178de9386b944d.jpg'),\n",
       " ('Made to Stick: Why Some Ideas Survive and Others Die',\n",
       "  'Five',\n",
       "  38.85,\n",
       "  'business_35',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/1e/3e/1e3e1572e17ade03b21c44617fbc4d68.jpg'),\n",
       " ('Luis Paints the World',\n",
       "  'Three',\n",
       "  53.95,\n",
       "  'childrens_11',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/34/1e/341e9af2106811a4ca8e56ce92762580.jpg'),\n",
       " ('Luckiest Girl Alive',\n",
       "  'Three',\n",
       "  49.83,\n",
       "  'default_15',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2d/61/2d6124f9d5328469e7ce5e4c04326ca5.jpg'),\n",
       " ('Lowriders to the Center of the Earth (Lowriders in Space #2)',\n",
       "  'Two',\n",
       "  51.51,\n",
       "  'sequential-art_5',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/30/d0/30d033fe3d7be21522498ce2b30d58d6.jpg'),\n",
       " ('Love Is a Mix Tape (Music #1)',\n",
       "  'One',\n",
       "  18.03,\n",
       "  'music_14',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b2/43/b2430e3958014d962042a14a912151ac.jpg'),\n",
       " ('Looking for Lovely: Collecting the Moments that Matter',\n",
       "  'Five',\n",
       "  29.14,\n",
       "  'nonfiction_13',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f8/c7/f8c761844f257fed04cce95f9506cba4.jpg'),\n",
       " ('Living Leadership by Insight: A Good Leader Achieves, a Great Leader Builds Monuments',\n",
       "  'Four',\n",
       "  46.91,\n",
       "  'default_15',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b3/20/b3201b03b2fd03915b1f85522be971af.jpg'),\n",
       " ('Let It Out: A Journey Through Journaling',\n",
       "  'Five',\n",
       "  26.79,\n",
       "  'nonfiction_13',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2c/15/2c157b05b7b7014be2a05a5bdeca80e7.jpg'),\n",
       " ('Lady Midnight (The Dark Artifices #1)',\n",
       "  'Five',\n",
       "  16.28,\n",
       "  'default_15',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/bb/80/bb80ecf408c9ecf1cc3652fa8947d245.jpg'),\n",
       " (\"It's All Easy: Healthy, Delicious Weeknight Meals in under 30 Minutes\",\n",
       "  'One',\n",
       "  19.55,\n",
       "  'food-and-drink_33',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/38/08/380869ceca4ab70f8620b02187bdf60a.jpg'),\n",
       " ('Island of Dragons (Unwanteds #7)',\n",
       "  'One',\n",
       "  29.65,\n",
       "  'fantasy_19',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/0f/65/0f6563cce3cc893cde20b088f6fd4107.jpg'),\n",
       " (\"I Know What I'm Doing -- and Other Lies I Tell Myself: Dispatches from a Life Under Construction\",\n",
       "  'Four',\n",
       "  25.98,\n",
       "  'humor_30',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/04/ab/04ab560690b2383512d2fdf4c6366b1e.jpg'),\n",
       " ('I Am Pilgrim (Pilgrim #1)',\n",
       "  'Four',\n",
       "  10.6,\n",
       "  'fiction_10',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/8d/a3/8da36f821f35b795a3a420c84ca9737e.jpg'),\n",
       " ('Hyperbole and a Half: Unfortunate Situations, Flawed Coping Mechanisms, Mayhem, and Other Things That Happened',\n",
       "  'Five',\n",
       "  14.75,\n",
       "  'humor_30',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/25/1d/251df0eb9b321159b0ee348d4a9da2af.jpg'),\n",
       " ('Hush, Hush (Hush, Hush #1)',\n",
       "  'Three',\n",
       "  47.02,\n",
       "  'default_15',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/0d/e9/0de97404e7bbd00d7aa6cd429b0de1da.jpg'),\n",
       " ('Hold Your Breath (Search and Rescue #1)',\n",
       "  'One',\n",
       "  28.82,\n",
       "  'romance_8',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/3d/4d/3d4d8e92429144f6c807adc4b15b7f80.jpg'),\n",
       " ('Hamilton: The Revolution',\n",
       "  'Three',\n",
       "  58.79,\n",
       "  'nonfiction_13',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/03/1f/031f508a4a8ef70743ea7e9d4f598d38.jpg'),\n",
       " ('Greek Mythic History',\n",
       "  'Five',\n",
       "  10.23,\n",
       "  'default_15',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b0/45/b04568c8b10a2aef00eaecafefac7ee0.jpg'),\n",
       " ('God: The Most Unpleasant Character in All Fiction',\n",
       "  'Five',\n",
       "  30.03,\n",
       "  'religion_12',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/41/d8/41d8915a712c2a56f1c5182c11445551.jpg'),\n",
       " ('Glory over Everything: Beyond The Kitchen House',\n",
       "  'Three',\n",
       "  45.84,\n",
       "  'historical-fiction_4',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/06/ac/06ac98df817412ce2419c4509fa98c80.jpg'),\n",
       " ('Feathers: Displays of Brilliant Plumage',\n",
       "  'Three',\n",
       "  49.05,\n",
       "  'art_25',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/0a/d4/0ad48326a0d2dbda145c94e1d50ef673.jpg'),\n",
       " ('Far & Away: Places on the Brink of Change: Seven Continents, Twenty-Five Years',\n",
       "  'Four',\n",
       "  15.06,\n",
       "  'nonfiction_13',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/65/c4/65c4530fe298242e8b64c9ab8dd0c2d6.jpg'),\n",
       " ('Every Last Word',\n",
       "  'Three',\n",
       "  46.47,\n",
       "  'default_15',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c8/2d/c82df316ba150c761cd0b42b05930697.jpg'),\n",
       " ('Eligible (The Austen Project #4)',\n",
       "  'Three',\n",
       "  27.09,\n",
       "  'fiction_10',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/0a/9a/0a9a0b211bee87b544bd97a8320a0b73.jpg'),\n",
       " ('El Deafo',\n",
       "  'Five',\n",
       "  57.62,\n",
       "  'sequential-art_5',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/95/4b/954b63f24b0e4c1c5ce494b33f694b73.jpg'),\n",
       " ('Eight Hundred Grapes',\n",
       "  'Four',\n",
       "  14.39,\n",
       "  'fiction_10',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/5b/34/5b34d6d54467af2d5e44a5f91031adf2.jpg'),\n",
       " ('Eaternity: More than 150 Deliciously Easy Vegan Recipes for a Long, Healthy, Satisfied, Joyful Life',\n",
       "  'Five',\n",
       "  51.75,\n",
       "  'nonfiction_13',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/8e/93/8e93f7095bcb98006b620dae07ef5514.jpg'),\n",
       " ('Eat Fat, Get Thin',\n",
       "  'Two',\n",
       "  54.07,\n",
       "  'health_47',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a7/6b/a76b04d5de0b2f8f038c9ac27f4d2a42.jpg'),\n",
       " (\"Don't Get Caught\",\n",
       "  'One',\n",
       "  55.35,\n",
       "  'young-adult_21',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/78/11/78112d48a74583a7acc24a2b46a9f59d.jpg'),\n",
       " ('Doctor Sleep (The Shining #2)',\n",
       "  'Two',\n",
       "  40.12,\n",
       "  'horror_31',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/30/05/30053f9d8549febc67059c52fca65744.jpg'),\n",
       " ('Demigods & Magicians: Percy and Annabeth Meet the Kanes (Percy Jackson & Kane Chronicles Crossover #1-3)',\n",
       "  'Five',\n",
       "  37.51,\n",
       "  'fantasy_19',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b7/d5/b7d558f31dc9803aeb6c76009fdea5bc.jpg'),\n",
       " ('Dear Mr. Knightley',\n",
       "  'Five',\n",
       "  11.21,\n",
       "  'fiction_10',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e1/8d/e18dc724d16d7501dcaaa56bdb49c16d.jpg'),\n",
       " ('Daily Fantasy Sports',\n",
       "  'One',\n",
       "  36.58,\n",
       "  'default_15',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f6/65/f6656d023fae1a6219bbe85219d59fd2.jpg'),\n",
       " ('Crazy Love: Overwhelmed by a Relentless God',\n",
       "  'Two',\n",
       "  47.72,\n",
       "  'christian_43',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/5d/34/5d344393618369df3f560e018b1d9853.jpg'),\n",
       " ('Cometh the Hour (The Clifton Chronicles #6)',\n",
       "  'Three',\n",
       "  25.01,\n",
       "  'fiction_10',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a0/f6/a0f6ff77c5f4604f88b1c74bbf669995.jpg'),\n",
       " ('Code Name Verity (Code Name Verity #1)',\n",
       "  'Four',\n",
       "  22.13,\n",
       "  'add-a-comment_18',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/65/9a/659ada7d88e3bda8db70f7e5312a39e2.jpg'),\n",
       " ('Clockwork Angel (The Infernal Devices #1)',\n",
       "  'One',\n",
       "  44.14,\n",
       "  'default_15',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2f/9f/2f9ff4e4be85da448b02108171b54c3b.jpg'),\n",
       " ('City of Glass (The Mortal Instruments #3)',\n",
       "  'Four',\n",
       "  56.02,\n",
       "  'fantasy_19',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/10/66/106624e3f3bf865390255be16dfb71d8.jpg'),\n",
       " ('City of Fallen Angels (The Mortal Instruments #4)',\n",
       "  'Four',\n",
       "  11.23,\n",
       "  'default_15',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/21/46/2146903b83225c6a74b42a0f19a54e5d.jpg'),\n",
       " ('City of Bones (The Mortal Instruments #1)',\n",
       "  'One',\n",
       "  43.28,\n",
       "  'default_15',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/7e/98/7e987ded586edb92faf57a0af78f1498.jpg'),\n",
       " ('City of Ashes (The Mortal Instruments #2)',\n",
       "  'One',\n",
       "  47.27,\n",
       "  'default_15',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f0/90/f090a59e89a8d38bb1bcdc2137b18262.jpg'),\n",
       " ('Cell',\n",
       "  'Four',\n",
       "  20.29,\n",
       "  'add-a-comment_18',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/03/da/03da11f81eda5e742df8a39e90c21c70.jpg'),\n",
       " ('Catching Jordan (Hundred Oaks)',\n",
       "  'Three',\n",
       "  50.83,\n",
       "  'young-adult_21',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f4/8b/f48b76634af0040d4eea1ee896d3676b.jpg'),\n",
       " ('Carry On, Warrior: Thoughts on Life Unarmed',\n",
       "  'Three',\n",
       "  31.85,\n",
       "  'default_15',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d1/6b/d16b11b4c957d39bea33a43a96bf9e4c.jpg'),\n",
       " ('Carrie',\n",
       "  'Two',\n",
       "  46.23,\n",
       "  'default_15',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/6b/79/6b794e3dc0a32702b2132e2195f6c30f.jpg'),\n",
       " ('Buying In: The Secret Dialogue Between What We Buy and Who We Are',\n",
       "  'Four',\n",
       "  37.8,\n",
       "  'nonfiction_13',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/db/36/db3686ef6b30490998c1b24dbdf730d8.jpg'),\n",
       " ('Brain on Fire: My Month of Madness',\n",
       "  'Five',\n",
       "  49.32,\n",
       "  'nonfiction_13',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/03/2c/032c97318d71f028d40ab6f5d2ae023f.jpg'),\n",
       " ('Batman: Europa',\n",
       "  'Two',\n",
       "  32.01,\n",
       "  'sequential-art_5',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/dc/f7/dcf7314eb8526366ae9179d1f94bc78e.jpg'),\n",
       " ('Barefoot Contessa Back to Basics',\n",
       "  'One',\n",
       "  28.01,\n",
       "  'food-and-drink_33',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/29/b1/29b1f537504f37527f1bf8182559684e.jpg'),\n",
       " (\"Barefoot Contessa at Home: Everyday Recipes You'll Make Over and Over Again\",\n",
       "  'Five',\n",
       "  50.62,\n",
       "  'food-and-drink_33',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/4e/92/4e92fef6b2d96fb732480c484dcb1a98.jpg'),\n",
       " ('Balloon Animals',\n",
       "  'Three',\n",
       "  17.03,\n",
       "  'fiction_10',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f3/fc/f3fc38185b3b6ede38fd9dea2590c01f.jpg'),\n",
       " ('Art Ops Vol. 1',\n",
       "  'Three',\n",
       "  48.8,\n",
       "  'sequential-art_5',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/36/36/3636bc73e33a70300d8265667373d622.jpg'),\n",
       " ('Aristotle and Dante Discover the Secrets of the Universe (Aristotle and Dante Discover the Secrets of the Universe #1)',\n",
       "  'Four',\n",
       "  58.14,\n",
       "  'young-adult_21',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e5/3a/e53a42b20d0c60634289aaad3fbb75c6.jpg'),\n",
       " ('Angels Walking (Angels Walking #1)',\n",
       "  'Two',\n",
       "  34.2,\n",
       "  'add-a-comment_18',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ba/d9/bad95369105e8e403bf1f2b9288c5e41.jpg'),\n",
       " ('Angels & Demons (Robert Langdon #1)',\n",
       "  'Three',\n",
       "  51.48,\n",
       "  'default_15',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c2/fd/c2fd7fed7aa38d095127d2ec62726b17.jpg'),\n",
       " ('All the Light We Cannot See',\n",
       "  'Five',\n",
       "  29.87,\n",
       "  'historical_42',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a6/96/a696c1d6bb1ff8f65f51a116160b2aef.jpg'),\n",
       " ('Adulthood Is a Myth: A \"Sarah\\'s Scribbles\" Collection',\n",
       "  'Two',\n",
       "  10.9,\n",
       "  'sequential-art_5',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/bd/b8/bdb8adf93cb0a6778930ccd543dd9b37.jpg'),\n",
       " ('Abstract City',\n",
       "  'Five',\n",
       "  56.37,\n",
       "  'nonfiction_13',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/5f/5e/5f5e2741d6c84f05fdd5adf8ba0d5642.jpg'),\n",
       " ('A Time of Torment (Charlie Parker #14)',\n",
       "  'Five',\n",
       "  48.35,\n",
       "  'mystery_3',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f1/37/f137a410ed7d6fcfce17d081caf97915.jpg'),\n",
       " ('A Study in Scarlet (Sherlock Holmes #1)',\n",
       "  'Two',\n",
       "  16.73,\n",
       "  'mystery_3',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/27/40/274003f2720f82844873945b87af6c19.jpg'),\n",
       " ('A Series of Catastrophes and Miracles: A True Story of Love, Science, and Cancer',\n",
       "  'Two',\n",
       "  56.48,\n",
       "  'add-a-comment_18',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/07/5f/075fff6094c0805f9f6b9e12561aeb87.jpg'),\n",
       " (\"A People's History of the United States\",\n",
       "  'Two',\n",
       "  40.79,\n",
       "  'add-a-comment_18',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/bd/93/bd930adc47ee0dc240f8134f70f431ad.jpg'),\n",
       " ('A Man Called Ove',\n",
       "  'One',\n",
       "  39.72,\n",
       "  'fiction_10',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e9/e2/e9e22f047d6733f6c9dbbb8bf5342b09.jpg'),\n",
       " ('A Distant Mirror: The Calamitous 14th Century',\n",
       "  'Three',\n",
       "  14.58,\n",
       "  'history_32',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d8/0a/d80ac19cd0aef94c5ac257b1eb3c1d37.jpg'),\n",
       " ('A Brush of Wings (Angels Walking #3)',\n",
       "  'One',\n",
       "  55.51,\n",
       "  'add-a-comment_18',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/19/11/1911d173c8e812518900af9aa16d9e46.jpg'),\n",
       " ('1491: New Revelations of the Americas Before Columbus',\n",
       "  'Three',\n",
       "  21.8,\n",
       "  'history_32',\n",
       "  14.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2d/d2/2dd235d80326531092c70e191d630c7d.jpg'),\n",
       " ('The Three Searches, Meaning, and the Story',\n",
       "  'Three',\n",
       "  13.33,\n",
       "  'default_15',\n",
       "  13.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/35/ec/35ec45c2c5ed5eceb29fe5823ee9744e.jpg'),\n",
       " ('Searching for Meaning in Gailana',\n",
       "  'One',\n",
       "  38.73,\n",
       "  'fantasy_19',\n",
       "  13.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9e/b4/9eb4396139c421fc9f832011c68adb2c.jpg'),\n",
       " ('Rook',\n",
       "  'Four',\n",
       "  37.86,\n",
       "  'add-a-comment_18',\n",
       "  13.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/64/ab/64ab238bea10c4f25fa5bc9129a35370.jpg'),\n",
       " ('My Kitchen Year: 136 Recipes That Saved My Life',\n",
       "  'Two',\n",
       "  11.53,\n",
       "  'food-and-drink_33',\n",
       "  13.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/70/48/7048787b6fdc04627217bf39465acb7e.jpg'),\n",
       " ('13 Hours: The Inside Account of What Really Happened In Benghazi',\n",
       "  'One',\n",
       "  27.06,\n",
       "  'nonfiction_13',\n",
       "  13.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/db/8d/db8dda82c57fd0c2b466d40c04ed6075.jpg'),\n",
       " (\"Will You Won't You Want Me?\",\n",
       "  'Three',\n",
       "  13.86,\n",
       "  'womens-fiction_9',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b9/ef/b9efe934eaeb1f51ad31a971188d7bc3.jpg'),\n",
       " ('Tipping Point for Planet Earth: How Close Are We to the Edge?',\n",
       "  'One',\n",
       "  37.55,\n",
       "  'science_22',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/8e/cb/8ecbec21e76445ee83229a439e22aeaa.jpg'),\n",
       " ('The Star-Touched Queen',\n",
       "  'Five',\n",
       "  32.3,\n",
       "  'fantasy_19',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/dc/57/dc57f908a0a2e130a5c065893a9005dd.jpg'),\n",
       " ('The Silent Sister (Riley MacPherson #1)',\n",
       "  'Five',\n",
       "  46.29,\n",
       "  'fiction_10',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/98/df/98df70802a22c17dac6026645da4ab87.jpg'),\n",
       " ('The Midnight Watch: A Novel of the Titanic and the Californian',\n",
       "  'One',\n",
       "  26.2,\n",
       "  'add-a-comment_18',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d8/63/d8630e50f24c22765c9591a9297ff2e1.jpg'),\n",
       " ('The Lonely City: Adventures in the Art of Being Alone',\n",
       "  'Two',\n",
       "  33.26,\n",
       "  'nonfiction_13',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/79/66/79660d2683a90670aa014cae6e02b2dc.jpg'),\n",
       " ('The Gray Rhino: How to Recognize and Act on the Obvious Dangers We Ignore',\n",
       "  'Four',\n",
       "  59.15,\n",
       "  'add-a-comment_18',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/39/a9/39a9cca83d84bff87903d4addbef4941.jpg'),\n",
       " ('The Golden Condom: And Other Essays on Love Lost and Found',\n",
       "  'One',\n",
       "  39.43,\n",
       "  'psychology_26',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e8/b4/e8b404939ad2b1cc9d896ba646919b17.jpg'),\n",
       " ('The Epidemic (The Program 0.6)',\n",
       "  'Five',\n",
       "  14.44,\n",
       "  'young-adult_21',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b6/2f/b62f16c69886271a55d3717883323283.jpg'),\n",
       " ('The Dinner Party',\n",
       "  'Two',\n",
       "  56.54,\n",
       "  'fiction_10',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a5/ad/a5ad88ff798c629eb24b19188c1ea902.jpg'),\n",
       " ('The Diary of a Young Girl',\n",
       "  'Three',\n",
       "  59.9,\n",
       "  'nonfiction_13',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/eb/26/eb2622ca0a304963d3bac0efa1bad775.jpg'),\n",
       " ('The Children',\n",
       "  'Three',\n",
       "  11.88,\n",
       "  'add-a-comment_18',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b3/0b/b30bf2a60739293261c9a997c7ae2ef6.jpg'),\n",
       " ('Stars Above (The Lunar Chronicles #4.5)',\n",
       "  'Two',\n",
       "  48.05,\n",
       "  'young-adult_21',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/8f/22/8f221677f6d28eba048ebb505fcfd90a.jpg'),\n",
       " ('Snatched: How A Drug Queen Went Undercover for the DEA and Was Kidnapped By Colombian Guerillas',\n",
       "  'Three',\n",
       "  21.21,\n",
       "  'nonfiction_13',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/17/95/17955609393fb4348e2321228d3e3e4f.jpg'),\n",
       " ('Raspberry Pi Electronics Projects for the Evil Genius',\n",
       "  'Four',\n",
       "  49.67,\n",
       "  'default_15',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/47/a4/47a4a73d7e52e43ea0550ddd5d9ed034.jpg'),\n",
       " ('Quench Your Own Thirst: Business Lessons Learned Over a Beer or Two',\n",
       "  'One',\n",
       "  43.14,\n",
       "  'business_35',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/fe/1a/fe1afbd5caf79c3c957bfc5cf46f141e.jpg'),\n",
       " ('Psycho: Sanitarium (Psycho #1.5)',\n",
       "  'Five',\n",
       "  36.97,\n",
       "  'horror_31',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/91/98/9198cedbd37561f2aa343d3eb04ee703.jpg'),\n",
       " ('Poisonous (Max Revere Novels #3)',\n",
       "  'Three',\n",
       "  26.8,\n",
       "  'mystery_3',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/8d/52/8d52227d29e03695ef755620078b7815.jpg'),\n",
       " ('One with You (Crossfire #5)',\n",
       "  'Four',\n",
       "  15.71,\n",
       "  'add-a-comment_18',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/98/f8/98f8b3354fc18ed6f42ff5c3f9b39056.jpg'),\n",
       " ('No Love Allowed (Dodge Cove #1)',\n",
       "  'Four',\n",
       "  54.65,\n",
       "  'young-adult_21',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/41/e1/41e1fc6ac1122d77a6308544dba8c21e.jpg'),\n",
       " ('Murder at the 42nd Street Library (Raymond Ambler #1)',\n",
       "  'Four',\n",
       "  54.36,\n",
       "  'mystery_3',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/19/74/19748437aac103dbdeb1918062728726.jpg'),\n",
       " ('Most Wanted',\n",
       "  'Three',\n",
       "  35.28,\n",
       "  'mystery_3',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/fa/b5/fab5e650b19b76c5f5d1ce3a626376b1.jpg'),\n",
       " ('Love, Lies and Spies',\n",
       "  'Two',\n",
       "  20.55,\n",
       "  'historical-fiction_4',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/5c/19/5c19785278eaa6bf984ce6659847abc3.jpg'),\n",
       " ('How to Speak Golf: An Illustrated Guide to Links Lingo',\n",
       "  'Five',\n",
       "  58.32,\n",
       "  'default_15',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/43/19/4319716fa8ee2c315d07dc3c9c6762d2.jpg'),\n",
       " ('Hide Away (Eve Duncan #20)',\n",
       "  'One',\n",
       "  11.84,\n",
       "  'mystery_3',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b2/c5/b2c501b848bccd9cc375771f53c0fb6e.jpg'),\n",
       " ('Furiously Happy: A Funny Book About Horrible Things',\n",
       "  'Four',\n",
       "  41.46,\n",
       "  'nonfiction_13',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/28/4c/284c3b0cbb254825f5bfd60e89d936af.jpg'),\n",
       " ('Everyday Italian: 125 Simple and Delicious Recipes',\n",
       "  'Five',\n",
       "  20.1,\n",
       "  'food-and-drink_33',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/4e/eb/4eebc29c9f3885800e6ae2c62c836145.jpg'),\n",
       " (\"Equal Is Unfair: America's Misguided Fight Against Income Inequality\",\n",
       "  'One',\n",
       "  56.86,\n",
       "  'politics_48',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a6/3b/a63b2576d798c2041c602561499a26aa.jpg'),\n",
       " ('Eleanor & Park',\n",
       "  'Five',\n",
       "  56.51,\n",
       "  'default_15',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/15/58/1558d3175d91e870644b8029bac93e13.jpg'),\n",
       " ('Dirty (Dive Bar #1)',\n",
       "  'Four',\n",
       "  40.83,\n",
       "  'romance_8',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/77/54/77540d564fb77611a18b57f12a910b73.jpg'),\n",
       " ('Can You Keep a Secret? (Fear Street Relaunch #4)',\n",
       "  'One',\n",
       "  48.64,\n",
       "  'horror_31',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/03/83/0383a7f9cce4ab8fa1c5db6e69b169c6.jpg'),\n",
       " ('Boar Island (Anna Pigeon #19)',\n",
       "  'Three',\n",
       "  59.48,\n",
       "  'mystery_3',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/91/8c/918c2c95ae90495cdb0371a22b726d82.jpg'),\n",
       " ('A Paris Apartment',\n",
       "  'Four',\n",
       "  39.01,\n",
       "  'historical-fiction_4',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b3/d9/b3d90aca157d5a250becc8b255a37251.jpg'),\n",
       " ('A la Mode: 120 Recipes in 60 Pairings: Pies, Tarts, Cakes, Crisps, and More Topped with Ice Cream, Gelato, Frozen Custard, and More',\n",
       "  'One',\n",
       "  38.77,\n",
       "  'food-and-drink_33',\n",
       "  12.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f4/9c/f49c0d70aedc01b5eb0988d35c77550c.jpg'),\n",
       " ('Troublemaker: Surviving Hollywood and Scientology',\n",
       "  'Two',\n",
       "  48.39,\n",
       "  'default_15',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b3/f9/b3f9298d93e133db3e178d7c2d4130af.jpg'),\n",
       " ('The Widow',\n",
       "  'Two',\n",
       "  27.26,\n",
       "  'mystery_3',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e4/37/e43737572b04c7ad28b35f3da29eb8dd.jpg'),\n",
       " ('The Sleep Revolution: Transforming Your Life, One Night at a Time',\n",
       "  'Four',\n",
       "  11.68,\n",
       "  'nonfiction_13',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b7/6a/b76a8c5c12390d9259b6235115ebf024.jpg'),\n",
       " ('The Improbability of Love',\n",
       "  'One',\n",
       "  59.45,\n",
       "  'fiction_10',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/7c/c3/7cc38fa8812d931bf38b10b7d91b4266.jpg'),\n",
       " ('The Art of Startup Fundraising',\n",
       "  'Three',\n",
       "  21.0,\n",
       "  'business_35',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/67/e8/67e81a7a82578a919a48816330836090.jpg'),\n",
       " ('Take Me Home Tonight (Rock Star Romance #3)',\n",
       "  'Three',\n",
       "  53.98,\n",
       "  'romance_8',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/33/72/337240d247fdf020755566e4477e17ca.jpg'),\n",
       " ('Sleeping Giants (Themis Files #1)',\n",
       "  'One',\n",
       "  48.74,\n",
       "  'science-fiction_16',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ac/a5/aca5de2e61ca2754de496a75dea25f91.jpg'),\n",
       " ('Setting the World on Fire: The Brief, Astonishing Life of St. Catherine of Siena',\n",
       "  'Two',\n",
       "  21.15,\n",
       "  'biography_36',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/86/54/86546f67cb4a3112b15b03a4ec2e7255.jpg'),\n",
       " ('Playing with Fire',\n",
       "  'Three',\n",
       "  13.71,\n",
       "  'mystery_3',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/09/02/0902666ade8ab8183363e53c108e5069.jpg'),\n",
       " ('Off the Hook (Fishing for Trouble #1)',\n",
       "  'Three',\n",
       "  47.67,\n",
       "  'romance_8',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/bc/21/bc214639946c501cd70ff6b752439c76.jpg'),\n",
       " ('Mothering Sunday',\n",
       "  'Two',\n",
       "  13.34,\n",
       "  'fiction_10',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9b/1a/9b1a03d05c16c71050daefad8840ec91.jpg'),\n",
       " ('Mother, Can You Not?',\n",
       "  'Five',\n",
       "  16.89,\n",
       "  'nonfiction_13',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/88/b4/88b464746c5882cc605827a0521ddcea.jpg'),\n",
       " ('M Train',\n",
       "  'One',\n",
       "  27.18,\n",
       "  'autobiography_27',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f0/9f/f09fd4a3200b94db86364f308ac02530.jpg'),\n",
       " ('Lilac Girls',\n",
       "  'Two',\n",
       "  17.28,\n",
       "  'historical-fiction_4',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c0/80/c080a1626edf581b780420db13e7b074.jpg'),\n",
       " ('Lies and Other Acts of Love',\n",
       "  'One',\n",
       "  45.14,\n",
       "  'fiction_10',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/8f/26/8f269de5ec7cef02e538eb0466c68f0c.jpg'),\n",
       " ('Lab Girl',\n",
       "  'One',\n",
       "  40.85,\n",
       "  'autobiography_27',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/26/ff/26ffcda626a5561e483afa19b58db8ac.jpg'),\n",
       " ('Keep Me Posted',\n",
       "  'Four',\n",
       "  20.46,\n",
       "  'womens-fiction_9',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9c/84/9c845ad6a9d4ecf44d53ac0e3b8f54ae.jpg'),\n",
       " (\"It Didn't Start with You: How Inherited Family Trauma Shapes Who We Are and How to End the Cycle\",\n",
       "  'Three',\n",
       "  56.27,\n",
       "  'psychology_26',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d3/26/d326484793116ccc786957d31e4fe912.jpg'),\n",
       " ('Grey (Fifty Shades #4)',\n",
       "  'Four',\n",
       "  48.49,\n",
       "  'womens-fiction_9',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c8/06/c806501c08d2b2cd72f2362a3da6ab80.jpg'),\n",
       " ('Exit, Pursued by a Bear',\n",
       "  'Four',\n",
       "  51.34,\n",
       "  'young-adult_21',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/fc/8c/fc8c996d0976a29c5c37bc11923a02f1.jpg'),\n",
       " ('Daredevils',\n",
       "  'Three',\n",
       "  16.34,\n",
       "  'fiction_10',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/79/47/79478ba5ab673fbdfe79a745a14fb9de.jpg'),\n",
       " ('Cravings: Recipes for What You Want to Eat',\n",
       "  'Three',\n",
       "  20.5,\n",
       "  'food-and-drink_33',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/7d/b4/7db4a7faaa0ea5134cabbb517bdd6cc7.jpg'),\n",
       " ('Born for This: How to Find the Work You Were Meant to Do',\n",
       "  'Five',\n",
       "  21.59,\n",
       "  'business_35',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9f/e7/9fe7f6432f216b166cb36f16130f20f6.jpg'),\n",
       " ('Arena',\n",
       "  'Four',\n",
       "  21.36,\n",
       "  'science-fiction_16',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/01/c5/01c50c5f341b8f1d030e9dffba5e5498.jpg'),\n",
       " ('Adultery',\n",
       "  'Five',\n",
       "  20.88,\n",
       "  'default_15',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f1/3b/f13bef3f1e05d0837bb46956a7a928f1.jpg'),\n",
       " (\"A Mother's Reckoning: Living in the Aftermath of Tragedy\",\n",
       "  'Three',\n",
       "  19.53,\n",
       "  'nonfiction_13',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/32/86/32861b2d37c7b8da7bbce3a86a27123b.jpg'),\n",
       " (\"A Gentleman's Position (Society of Gentlemen #3)\",\n",
       "  'Five',\n",
       "  14.75,\n",
       "  'romance_8',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/82/aa/82aa7770711dfc5edc1f5f69a731d08b.jpg'),\n",
       " ('11/22/63',\n",
       "  'Three',\n",
       "  48.48,\n",
       "  'fiction_10',\n",
       "  11.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/4c/4c/4c4ce2398c6ad6c074e8061f739964cc.jpg'),\n",
       " ('10% Happier: How I Tamed the Voice in My Head, Reduced Stress Without Losing My Edge, and Found Self-Help That Actually Works',\n",
       "  'Two',\n",
       "  24.57,\n",
       "  'nonfiction_13',\n",
       "  10.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/dd/89/dd8974991a279418738f38d5561979c4.jpg'),\n",
       " ('10-Day Green Smoothie Cleanse: Lose Up to 15 Pounds in 10 Days!',\n",
       "  'Five',\n",
       "  49.71,\n",
       "  'health_47',\n",
       "  10.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/79/84/7984ef7c568a60372f430c1ddae64034.jpg'),\n",
       " ('Without Shame',\n",
       "  'Five',\n",
       "  48.27,\n",
       "  'add-a-comment_18',\n",
       "  9.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/6c/21/6c21a47589ec756b9ed27e2f331c08de.jpg'),\n",
       " ('Watchmen',\n",
       "  'Four',\n",
       "  58.05,\n",
       "  'add-a-comment_18',\n",
       "  9.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a0/76/a07621adcf3e13b4d3bcdc0474ab2098.jpg'),\n",
       " ('Unlimited Intuition Now',\n",
       "  'Four',\n",
       "  58.87,\n",
       "  'default_15',\n",
       "  9.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/0a/82/0a82c1dfd5b32349b8ce23bf6186553b.jpg'),\n",
       " ('Underlying Notes',\n",
       "  'Two',\n",
       "  11.82,\n",
       "  'default_15',\n",
       "  9.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c1/76/c176e12e5d560240086270fa6b762d5d.jpg'),\n",
       " ('The Shack',\n",
       "  'One',\n",
       "  28.03,\n",
       "  'fiction_10',\n",
       "  9.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/4c/ae/4cae2beda2d1c5f851f8971f94fdbc91.jpg'),\n",
       " ('The New Brand You: Your New Image Makes the Sale for You',\n",
       "  'Five',\n",
       "  44.05,\n",
       "  'default_15',\n",
       "  9.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/74/34/74346ce51ac25a32c95ae9dc0d7ca515.jpg'),\n",
       " ('The Moosewood Cookbook: Recipes from Moosewood Restaurant, Ithaca, New York',\n",
       "  'Four',\n",
       "  12.34,\n",
       "  'food-and-drink_33',\n",
       "  9.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c1/87/c187a9eb27d932f862ac06beec15c24c.jpg'),\n",
       " ('The Flowers Lied',\n",
       "  'Two',\n",
       "  16.68,\n",
       "  'default_15',\n",
       "  9.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/55/c8/55c84e8714aa026c409ac63dc2a01434.jpg'),\n",
       " ('The Fabric of the Cosmos: Space, Time, and the Texture of Reality',\n",
       "  'One',\n",
       "  55.91,\n",
       "  'science_22',\n",
       "  9.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b2/5a/b25a722c3bab8b311454bc251a75334a.jpg'),\n",
       " ('The Book of Mormon',\n",
       "  'Three',\n",
       "  24.57,\n",
       "  'religion_12',\n",
       "  9.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d7/c8/d7c885771d5e843cc2db6b0e5183c0c5.jpg'),\n",
       " ('The Art and Science of Low Carbohydrate Living',\n",
       "  'Five',\n",
       "  52.98,\n",
       "  'health_47',\n",
       "  9.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/82/f3/82f3b865f19faad855ec359f86415f79.jpg'),\n",
       " ('The Alien Club',\n",
       "  'One',\n",
       "  54.4,\n",
       "  'young-adult_21',\n",
       "  9.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/15/7c/157c526f6978d80e039e1362ae898fc8.jpg'),\n",
       " ('Suzie Snowflake: One beautiful flake (a self-esteem story)',\n",
       "  'Five',\n",
       "  54.81,\n",
       "  'novels_46',\n",
       "  9.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/59/13/5913f74507084d0cd47e2b73fd806f9e.jpg'),\n",
       " ('Nap-a-Roo',\n",
       "  'One',\n",
       "  25.08,\n",
       "  'childrens_11',\n",
       "  9.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b9/43/b9437eda691f483d2174a1b94c8c9d06.jpg'),\n",
       " ('NaNo What Now? Finding your editing process, revising your NaNoWriMo book and building a writing career through publishing and beyond',\n",
       "  'Four',\n",
       "  10.41,\n",
       "  'default_15',\n",
       "  9.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/61/7b/617bd5deaa5ea47ae717cb81c9a81ce8.jpg'),\n",
       " ('Modern Day Fables',\n",
       "  'Two',\n",
       "  47.44,\n",
       "  'default_15',\n",
       "  9.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/53/da/53da160806b4854283b4477e5bf79522.jpg'),\n",
       " (\"If I Gave You God's Phone Number....: Searching for Spirituality in America\",\n",
       "  'One',\n",
       "  20.91,\n",
       "  'spirituality_39',\n",
       "  9.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/91/1a/911a12f954fc65fc4cc0e8a8f8b30750.jpg'),\n",
       " ('Fruits Basket, Vol. 9 (Fruits Basket #9)',\n",
       "  'Four',\n",
       "  33.95,\n",
       "  'sequential-art_5',\n",
       "  9.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/3f/97/3f97ab9d27352e8dd24671c945b1c5ac.jpg'),\n",
       " ('Dress Your Family in Corduroy and Denim',\n",
       "  'Three',\n",
       "  43.68,\n",
       "  'humor_30',\n",
       "  9.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9c/2b/9c2bdd3040938c144345a115fb906562.jpg'),\n",
       " (\"Don't Forget Steven\",\n",
       "  'One',\n",
       "  33.23,\n",
       "  'young-adult_21',\n",
       "  9.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/0e/ea/0eea83f8c3d5d3bf8538f046e2a4c67d.jpg'),\n",
       " (\"Chernobyl 01:23:40: The Incredible True Story of the World's Worst Nuclear Disaster\",\n",
       "  'Two',\n",
       "  35.92,\n",
       "  'nonfiction_13',\n",
       "  9.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/58/4a/584ac01e05ae76b1672f25a53384c617.jpg'),\n",
       " ('Art and Fear: Observations on the Perils (and Rewards) of Artmaking',\n",
       "  'Four',\n",
       "  48.63,\n",
       "  'art_25',\n",
       "  9.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/87/82/87822798b42545d589822bc712dc38a6.jpg'),\n",
       " ('A Shard of Ice (The Black Symphony Saga #1)',\n",
       "  'Three',\n",
       "  56.63,\n",
       "  'fantasy_19',\n",
       "  9.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9d/9b/9d9bf1a3155fb3736d2fe12799dcca95.jpg'),\n",
       " (\"A Hero's Curse (The Unseen Chronicles #1)\",\n",
       "  'Three',\n",
       "  50.49,\n",
       "  'add-a-comment_18',\n",
       "  9.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f5/02/f502c42183ea69987a796d2e396b2bab.jpg'),\n",
       " ('23 Degrees South: A Tropical Tale of Changing Whether...',\n",
       "  'Two',\n",
       "  35.79,\n",
       "  'add-a-comment_18',\n",
       "  9.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/41/d7/41d75d4206b13bf107e86fa41f21afff.jpg'),\n",
       " ('Zero to One: Notes on Startups, or How to Build the Future',\n",
       "  'Three',\n",
       "  34.06,\n",
       "  'nonfiction_13',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f3/00/f30001f2851f82c266e2faa77bcdd924.jpg'),\n",
       " ('Why Not Me?',\n",
       "  'One',\n",
       "  17.76,\n",
       "  'nonfiction_13',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/66/95/6695cfb7ba5e0a6ef995300db6762fb6.jpg'),\n",
       " ('When Breath Becomes Air',\n",
       "  'Two',\n",
       "  39.36,\n",
       "  'nonfiction_13',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/26/9d/269d1774be6dd9e649c4170fbc8d27eb.jpg'),\n",
       " ('Vagabonding: An Uncommon Guide to the Art of Long-Term World Travel',\n",
       "  'Two',\n",
       "  36.94,\n",
       "  'travel_2',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ca/30/ca30b1afe1e76ce7ba1db8176d398e53.jpg'),\n",
       " ('The Unlikely Pilgrimage of Harold Fry (Harold Fry #1)',\n",
       "  'Five',\n",
       "  43.62,\n",
       "  'default_15',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/75/e4/75e444aca5ac86166a55cc7e64f5724f.jpg'),\n",
       " ('The New Drawing on the Right Side of the Brain',\n",
       "  'Three',\n",
       "  43.02,\n",
       "  'art_25',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/0a/8f/0a8f6461714ec9868dea0d37c5da5a81.jpg'),\n",
       " (\"The Midnight Assassin: Panic, Scandal, and the Hunt for America's First Serial Killer\",\n",
       "  'Four',\n",
       "  28.45,\n",
       "  'nonfiction_13',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/38/ec/38ec5240eb37dfc9ebe54fa7584842ed.jpg'),\n",
       " ('The Martian (The Martian #1)',\n",
       "  'Two',\n",
       "  41.39,\n",
       "  'default_15',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2e/58/2e5841f29d7212ba8df7dc1323689318.jpg'),\n",
       " ('The High Mountains of Portugal',\n",
       "  'One',\n",
       "  51.15,\n",
       "  'fiction_10',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f3/28/f3285723c344576168d60806d266979a.jpg'),\n",
       " ('The Grownup',\n",
       "  'One',\n",
       "  35.88,\n",
       "  'short-stories_45',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/7e/cc/7ecc23cfaa84fb015a5333f2a5d97f23.jpg'),\n",
       " (\"The E-Myth Revisited: Why Most Small Businesses Don't Work and What to Do About It\",\n",
       "  'One',\n",
       "  36.91,\n",
       "  'business_35',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a5/7e/a57ef7bdbaf704fca07ab6dd125b54f9.jpg'),\n",
       " ('South of Sunshine',\n",
       "  'One',\n",
       "  28.93,\n",
       "  'young-adult_21',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/34/65/3465383539467c7e1787d26c02bca66f.jpg'),\n",
       " ('Smarter Faster Better: The Secrets of Being Productive in Life and Business',\n",
       "  'Five',\n",
       "  38.89,\n",
       "  'nonfiction_13',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/16/65/1665c94f1ec5580132a16c3bdfd0c421.jpg'),\n",
       " ('Silence in the Dark (Logan Point #4)',\n",
       "  'Three',\n",
       "  58.33,\n",
       "  'suspense_44',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/00/bf/00bf1ae17dde21c66e346dd9c393d6fa.jpg'),\n",
       " ('Shadows of the Past (Logan Point #1)',\n",
       "  'Five',\n",
       "  39.67,\n",
       "  'christian-fiction_34',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/61/3a/613ac19c2232f1d9adc5943291a5e860.jpg'),\n",
       " ('Roller Girl',\n",
       "  'Five',\n",
       "  14.1,\n",
       "  'sequential-art_5',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/cf/cf/cfcfb88039ddab7d4ae399246529e401.jpg'),\n",
       " ('Rising Strong',\n",
       "  'Three',\n",
       "  21.82,\n",
       "  'nonfiction_13',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/de/5c/de5c4ea75d455748861ce2bc844fb198.jpg'),\n",
       " ('Proofs of God: Classical Arguments from Tertullian to Barth',\n",
       "  'One',\n",
       "  54.21,\n",
       "  'philosophy_7',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f6/cb/f6cb2300a1235a344f1c11b2be9a605d.jpg'),\n",
       " ('Please Kill Me: The Uncensored Oral History of Punk',\n",
       "  'Four',\n",
       "  31.19,\n",
       "  'music_14',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/8e/bb/8ebbba84c204b011527a8f4bd082b03f.jpg'),\n",
       " ('Out of Print: City Lights Spotlight No. 14',\n",
       "  'Five',\n",
       "  53.64,\n",
       "  'poetry_23',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/4c/5a/4c5a559bc2edb79e5d48af4dbc813eb2.jpg'),\n",
       " ('My Life Next Door (My Life Next Door )',\n",
       "  'Five',\n",
       "  36.39,\n",
       "  'young-adult_21',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/1a/2c/1a2c80cc391bc1422013e31682c5f649.jpg'),\n",
       " (\"Miller's Valley\",\n",
       "  'Two',\n",
       "  58.54,\n",
       "  'fiction_10',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a8/b9/a8b940d9bf27d6aedad73f0230c14f56.jpg'),\n",
       " (\"Man's Search for Meaning\",\n",
       "  'Three',\n",
       "  29.48,\n",
       "  'nonfiction_13',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/97/da/97dac3668fcca2cf5af4e1bb971af546.jpg'),\n",
       " (\"Love That Boy: What Two Presidents, Eight Road Trips, and My Son Taught Me About a Parent's Expectations\",\n",
       "  'Two',\n",
       "  25.06,\n",
       "  'nonfiction_13',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/00/6e/006e242a10f2e27b71edfd1ca8020318.jpg'),\n",
       " ('Living Forward: A Proven Plan to Stop Drifting and Get the Life You Want',\n",
       "  'Three',\n",
       "  12.55,\n",
       "  'nonfiction_13',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/06/bf/06bf33339562e138906eef6793ef53cd.jpg'),\n",
       " ('Les Fleurs du Mal',\n",
       "  'Five',\n",
       "  29.04,\n",
       "  'poetry_23',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/3d/32/3d324c0b55c221e9b701d4e772b42ad6.jpg'),\n",
       " ('Left Behind (Left Behind #1)',\n",
       "  'Two',\n",
       "  40.72,\n",
       "  'default_15',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/11/74/11749e999f6ba7b9ef9408c624d1d71a.jpg'),\n",
       " (\"Kill 'Em and Leave: Searching for James Brown and the American Soul\",\n",
       "  'Five',\n",
       "  45.05,\n",
       "  'music_14',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d4/8e/d48ee3fe30d6d9b9cc550b76dae5984a.jpg'),\n",
       " ('Kierkegaard: A Christian Missionary to Christians',\n",
       "  'One',\n",
       "  47.13,\n",
       "  'philosophy_7',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/bf/90/bf90ad2c3cab628096db8fca010797b4.jpg'),\n",
       " ('John Vassos: Industrial Design for Modern Life',\n",
       "  'Four',\n",
       "  20.22,\n",
       "  'default_15',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e8/d4/e8d47e80b92650728b837930cc578d63.jpg'),\n",
       " (\"I'll Give You the Sun\",\n",
       "  'One',\n",
       "  56.48,\n",
       "  'default_15',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/57/a8/57a87a9b1ed0de0e6d1c048f575f327f.jpg'),\n",
       " ('I Will Find You',\n",
       "  'One',\n",
       "  44.21,\n",
       "  'nonfiction_13',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/58/08/58080dbe2c118867331f4ef932ca96c0.jpg'),\n",
       " ('Hystopia: A Novel',\n",
       "  'Four',\n",
       "  21.96,\n",
       "  'fiction_10',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/23/2f/232fdac6b00cd3c7cd2b2336ff3b730e.jpg'),\n",
       " ('Howl and Other Poems',\n",
       "  'Two',\n",
       "  40.45,\n",
       "  'poetry_23',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/09/8e/098e81fcea9f6b4c15f6d207301c0085.jpg'),\n",
       " ('History of Beauty',\n",
       "  'Four',\n",
       "  10.29,\n",
       "  'art_25',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/cb/74/cb74d2953d5249143c3c2e3c281daf6f.jpg'),\n",
       " (\"Heaven is for Real: A Little Boy's Astounding Story of His Trip to Heaven and Back\",\n",
       "  'Two',\n",
       "  52.86,\n",
       "  'default_15',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/30/1d/301d6348c94fd869846aeadbeb15dad6.jpg'),\n",
       " ('Future Shock (Future Shock #1)',\n",
       "  'Five',\n",
       "  55.65,\n",
       "  'young-adult_21',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/7c/eb/7cebcafb82ec5f208d1613b35337d59d.jpg'),\n",
       " (\"Ender's Game (The Ender Quintet #1)\",\n",
       "  'One',\n",
       "  43.64,\n",
       "  'default_15',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/4e/04/4e0497a5aa3d442acef6a3e5d0d3447c.jpg'),\n",
       " ('Diary of a Citizen Scientist: Chasing Tiger Beetles and Other New Ways of Engaging the World',\n",
       "  'One',\n",
       "  28.41,\n",
       "  'science_22',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/29/5c/295ca7f5981786e8b2c6616d10158808.jpg'),\n",
       " ('Death by Leisure: A Cautionary Tale',\n",
       "  'Four',\n",
       "  37.51,\n",
       "  'default_15',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/bb/4e/bb4ec136d9d9e9796e1591ed9adb0e66.jpg'),\n",
       " ('Brilliant Beacons: A History of the American Lighthouse',\n",
       "  'Three',\n",
       "  11.45,\n",
       "  'history_32',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ba/59/ba5913de7abe0d9dbe9c8128092a52af.jpg'),\n",
       " (\"Brazen: The Courage to Find the You That's Been Hiding\",\n",
       "  'Two',\n",
       "  19.22,\n",
       "  'nonfiction_13',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/4c/54/4c5479ee2b9edd4b2f22b888d139b08f.jpg'),\n",
       " ('Between the World and Me',\n",
       "  'Four',\n",
       "  56.91,\n",
       "  'nonfiction_13',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/35/5f/355fa36362b722a241788d687fbc91af.jpg'),\n",
       " ('Being Mortal: Medicine and What Matters in the End',\n",
       "  'Four',\n",
       "  55.06,\n",
       "  'nonfiction_13',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/73/ee/73ee61bd8724a36a83b691bb7b1a70b8.jpg'),\n",
       " ('A Murder Over a Girl: Justice, Gender, Junior High',\n",
       "  'Three',\n",
       "  13.2,\n",
       "  'nonfiction_13',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/98/e3/98e30c1a7b9f2acd9e44d77e0a7dbff1.jpg'),\n",
       " ('32 Yolks',\n",
       "  'Two',\n",
       "  53.63,\n",
       "  'food-and-drink_33',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/76/03/76038c9e795babed29d370097247c9a6.jpg'),\n",
       " ('\"Most Blessed of the Patriarchs\": Thomas Jefferson and the Empire of the Imagination',\n",
       "  'Five',\n",
       "  44.48,\n",
       "  'history_32',\n",
       "  8.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/43/f2/43f25e9633b587a4052b517cd7b3b4a9.jpg'),\n",
       " ('You Are a Badass: How to Stop Doubting Your Greatness and Start Living an Awesome Life',\n",
       "  'Three',\n",
       "  12.08,\n",
       "  'self-help_41',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/73/7e/737e4921bc14d72245aad1f21d7a3eef.jpg'),\n",
       " ('Wildlife of New York: A Five-Borough Coloring Book',\n",
       "  'Two',\n",
       "  22.14,\n",
       "  'default_15',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/31/58/3158b1c362c0d9646e1696d2ed6c1ae1.jpg'),\n",
       " ('What Happened on Beale Street (Secrets of the South Mysteries #2)',\n",
       "  'Five',\n",
       "  25.37,\n",
       "  'mystery_3',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2c/68/2c6857eb1c10995c8b9e77a1804f68cd.jpg'),\n",
       " ('Unreasonable Hope: Finding Faith in the God Who Brings Purpose to Your Pain',\n",
       "  'Two',\n",
       "  46.33,\n",
       "  'spirituality_39',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/80/43/804385d2b49e2f9e26a7d88b8ccaf62d.jpg'),\n",
       " ('Under the Tuscan Sun',\n",
       "  'Three',\n",
       "  37.33,\n",
       "  'travel_2',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/45/21/4521c581ba727f5c835e34860cbf53e5.jpg'),\n",
       " (\"Toddlers Are A**holes: It's Not Your Fault\",\n",
       "  'One',\n",
       "  25.55,\n",
       "  'humor_30',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/26/1a/261a092ddd76981beb23a601edf0868b.jpg'),\n",
       " (\"The Year of Living Biblically: One Man's Humble Quest to Follow the Bible as Literally as Possible\",\n",
       "  'One',\n",
       "  34.72,\n",
       "  'default_15',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e3/b8/e3b8b5a65135abbd9bdbd7a98baa1077.jpg'),\n",
       " ('The Whale',\n",
       "  'Four',\n",
       "  35.96,\n",
       "  'childrens_11',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/6c/df/6cdf7a3ee6cfd5ecbcfd37bd7a5c42e3.jpg'),\n",
       " ('The Story of Art',\n",
       "  'Four',\n",
       "  41.14,\n",
       "  'art_25',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/7a/e9/7ae92da23efc2f0f4633f9d2cde370f3.jpg'),\n",
       " ('The Origin of Species',\n",
       "  'Four',\n",
       "  10.01,\n",
       "  'science_22',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d5/45/d54527d34174d5dd7eaeaaffdfcb3c5c.jpg'),\n",
       " ('The Great Gatsby',\n",
       "  'Four',\n",
       "  36.05,\n",
       "  'default_15',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/21/69/21697f1564ae6776ca9280b17455c1b6.jpg'),\n",
       " ('The Good Girl',\n",
       "  'Three',\n",
       "  49.03,\n",
       "  'default_15',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/00/f2/00f23edcef10a5ece4e179f08271f19c.jpg'),\n",
       " ('The Glass Castle',\n",
       "  'One',\n",
       "  16.24,\n",
       "  'add-a-comment_18',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/38/03/3803cd158a57e03763dc2200f81eba65.jpg'),\n",
       " (\"The Faith of Christopher Hitchens: The Restless Soul of the World's Most Notorious Atheist\",\n",
       "  'One',\n",
       "  39.55,\n",
       "  'biography_36',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d7/cb/d7cbdb36b54398ba3876488726befc3d.jpg'),\n",
       " ('The Drowning Girls',\n",
       "  'Three',\n",
       "  35.67,\n",
       "  'add-a-comment_18',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/8f/83/8f83b65ba6a734aa7f40675b74a17c21.jpg'),\n",
       " ('The Constant Princess (The Tudor Court #1)',\n",
       "  'Three',\n",
       "  16.62,\n",
       "  'historical-fiction_4',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ed/52/ed52651826bb23d853aead2753c9befc.jpg'),\n",
       " ('The Bourne Identity (Jason Bourne #1)',\n",
       "  'Four',\n",
       "  42.78,\n",
       "  'fiction_10',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/fe/a4/fea443d174c2c9f0c7903f6c6a3ecc62.jpg'),\n",
       " (\"The Bachelor Girl's Guide to Murder (Herringford and Watts Mysteries #1)\",\n",
       "  'Five',\n",
       "  52.3,\n",
       "  'mystery_3',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/38/a4/38a44ac4f642f4717d865c81ec594529.jpg'),\n",
       " ('The Art Book',\n",
       "  'Two',\n",
       "  32.34,\n",
       "  'art_25',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/76/90/76904c101329aa50b6653f399318970b.jpg'),\n",
       " ('The 7 Habits of Highly Effective People: Powerful Lessons in Personal Change',\n",
       "  'Four',\n",
       "  33.17,\n",
       "  'default_15',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/08/3a/083ad6c527d14b1621806d17ed6f13e9.jpg'),\n",
       " ('Team of Rivals: The Political Genius of Abraham Lincoln',\n",
       "  'Five',\n",
       "  20.12,\n",
       "  'add-a-comment_18',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/be/22/be229bc9bc4655c7cb2c906998d5ef2e.jpg'),\n",
       " ('Steal Like an Artist: 10 Things Nobody Told You About Being Creative',\n",
       "  'Two',\n",
       "  20.9,\n",
       "  'default_15',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/6c/ea/6cea146ec9b4ee83061108782aef7d32.jpg'),\n",
       " ('Sit, Stay, Love',\n",
       "  'Three',\n",
       "  20.9,\n",
       "  'romance_8',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/48/2c/482c14200688df579ab2ed0fcbddcb86.jpg'),\n",
       " ('Sister Dear',\n",
       "  'Four',\n",
       "  40.2,\n",
       "  'fiction_10',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2a/0a/2a0a1543dd5f3edc407ab9989f29e992.jpg'),\n",
       " ('Shrunken Treasures: Literary Classics, Short, Sweet, and Silly',\n",
       "  'Three',\n",
       "  52.87,\n",
       "  'childrens_11',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/7b/b9/7bb9386b43f2aeaa6eaf042df1b4e96f.jpg'),\n",
       " ('Rich Dad, Poor Dad',\n",
       "  'One',\n",
       "  51.74,\n",
       "  'business_35',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/46/1c/461cf454be3aac0b4cd066247c892679.jpg'),\n",
       " ('Raymie Nightingale',\n",
       "  'Two',\n",
       "  34.41,\n",
       "  'childrens_11',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/95/6b/956b5a8927463f4ea0774e2469e27ce5.jpg'),\n",
       " ('Playing from the Heart',\n",
       "  'One',\n",
       "  32.38,\n",
       "  'childrens_11',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b6/ba/b6ba2393c312701f1471db91eb73284d.jpg'),\n",
       " ('Nightstruck: A Novel',\n",
       "  'Four',\n",
       "  50.35,\n",
       "  'young-adult_21',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/cb/da/cbda49820de480220af3dff2d30c689a.jpg'),\n",
       " ('Naturally Lean: 125 Nourishing Gluten-Free, Plant-Based Recipes--All Under 300 Calories',\n",
       "  'Five',\n",
       "  11.38,\n",
       "  'food-and-drink_33',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/5b/46/5b466903acc905deb89019c0407848c4.jpg'),\n",
       " ('Meternity',\n",
       "  'Three',\n",
       "  43.58,\n",
       "  'womens-fiction_9',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e3/33/e33394096291284ed1f80c5b13c4e1f3.jpg'),\n",
       " ('Memoirs of a Geisha',\n",
       "  'Three',\n",
       "  49.67,\n",
       "  'fiction_10',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/5e/4b/5e4b5ef50c54f173456606e70719cc84.jpg'),\n",
       " ('Like Never Before (Walker Family #2)',\n",
       "  'Two',\n",
       "  28.77,\n",
       "  'christian-fiction_34',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/1b/38/1b3825668326e82038ba33bca646e0f3.jpg'),\n",
       " ('Life of Pi',\n",
       "  'Four',\n",
       "  13.22,\n",
       "  'default_15',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/24/10/2410311e3603f15637eccedd14ba1130.jpg'),\n",
       " ('Leave This Song Behind: Teen Poetry at Its Best',\n",
       "  'Five',\n",
       "  51.17,\n",
       "  'poetry_23',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/5e/ca/5eca840ed2d6f0f0d2f795922cb76741.jpg'),\n",
       " (\"King's Folly (The Kinsman Chronicles #1)\",\n",
       "  'Five',\n",
       "  39.61,\n",
       "  'fantasy_19',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/fc/17/fc17b4149d87d9ee714dde082ede0ee9.jpg'),\n",
       " ('John Adams',\n",
       "  'Four',\n",
       "  57.43,\n",
       "  'add-a-comment_18',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/fd/5f/fd5f36fce14114f5b982e1e69d9a2f69.jpg'),\n",
       " ('How to Cook Everything Vegetarian: Simple Meatless Recipes for Great Food (How to Cook Everything)',\n",
       "  'Four',\n",
       "  46.01,\n",
       "  'food-and-drink_33',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ca/5f/ca5f20fe544cc311dd126c60c7aa003e.jpg'),\n",
       " ('How to Be a Domestic Goddess: Baking and the Art of Comfort Cooking',\n",
       "  'Two',\n",
       "  28.25,\n",
       "  'food-and-drink_33',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/3b/67/3b673813904dce654eee394b9d308cfc.jpg'),\n",
       " ('Good in Bed (Cannie Shapiro #1)',\n",
       "  'Five',\n",
       "  37.05,\n",
       "  'add-a-comment_18',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a5/7a/a57a35a22d7a06fa9987121e4883e4de.jpg'),\n",
       " ('Fruits Basket, Vol. 7 (Fruits Basket #7)',\n",
       "  'One',\n",
       "  19.57,\n",
       "  'sequential-art_5',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c3/36/c3366ab246bf5e4baec15cdf55915b69.jpg'),\n",
       " ('For the Love: Fighting for Grace in a World of Impossible Standards',\n",
       "  'Three',\n",
       "  45.13,\n",
       "  'nonfiction_13',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a9/f4/a9f4d0f649833b477383263a8c5fb217.jpg'),\n",
       " ('Finding God in the Ruins: How God Redeems Pain',\n",
       "  'Two',\n",
       "  46.64,\n",
       "  'nonfiction_13',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/da/0f/da0f0c01b1b9819fa7cb5e27a295351f.jpg'),\n",
       " ('Every Heart a Doorway (Every Heart A Doorway #1)',\n",
       "  'Five',\n",
       "  12.16,\n",
       "  'fantasy_19',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b8/d7/b8d7eab895dac4551905c5f85849bb32.jpg'),\n",
       " ('Delivering the Truth (Quaker Midwife Mystery #1)',\n",
       "  'Four',\n",
       "  20.89,\n",
       "  'mystery_3',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/5c/8a/5c8acde540a88aed464ab5c52bafcd83.jpg'),\n",
       " ('Counted With the Stars (Out from Egypt #1)',\n",
       "  'Five',\n",
       "  17.97,\n",
       "  'christian-fiction_34',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/33/93/339372341b88e027734e97fa1ddb26fc.jpg'),\n",
       " ('Chronicles, Vol. 1',\n",
       "  'Two',\n",
       "  52.6,\n",
       "  'music_14',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/df/bd/dfbd53a5c4bcb1bf676bf2a86335adbb.jpg'),\n",
       " ('Blue Like Jazz: Nonreligious Thoughts on Christian Spirituality',\n",
       "  'One',\n",
       "  25.77,\n",
       "  'christian_43',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/98/4a/984ab50781e05461a753923eaba33e58.jpg'),\n",
       " ('Benjamin Franklin: An American Life',\n",
       "  'Three',\n",
       "  48.19,\n",
       "  'biography_36',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c2/7e/c27efce6a2321c10b0d34035308ace37.jpg'),\n",
       " ('At The Existentialist CafÃ©: Freedom, Being, and apricot cocktails with: Jean-Paul Sartre, Simone de Beauvoir, Albert Camus, Martin Heidegger, Edmund Husserl, Karl Jaspers, Maurice Merleau-Ponty and others',\n",
       "  'Five',\n",
       "  29.93,\n",
       "  'philosophy_7',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ce/da/ceda6d577d0609261f997bd99872013b.jpg'),\n",
       " ('A Summer In Europe',\n",
       "  'Two',\n",
       "  44.34,\n",
       "  'travel_2',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/6c/e3/6ce3003931701c7a3fd5354917538ea9.jpg'),\n",
       " ('A Short History of Nearly Everything',\n",
       "  'Five',\n",
       "  52.4,\n",
       "  'history_32',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/17/aa/17aa3d17bae02fa1d0e2a831c0c0e58b.jpg'),\n",
       " ('A Gathering of Shadows (Shades of Magic #2)',\n",
       "  'Four',\n",
       "  44.81,\n",
       "  'fantasy_19',\n",
       "  7.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c3/1a/c31af6fddfa452d9d746a599f35dcc01.jpg'),\n",
       " ('The Sound Of Love',\n",
       "  'Five',\n",
       "  57.84,\n",
       "  'default_15',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/90/df/90dfdcadfcff9cd39f6f933ac11c9241.jpg'),\n",
       " ('The Rise and Fall of the Third Reich: A History of Nazi Germany',\n",
       "  'Two',\n",
       "  39.67,\n",
       "  'history_32',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/10/f6/10f6ebfa89b070ba39ad7c4c872c96ea.jpg'),\n",
       " ('The Perks of Being a Wallflower',\n",
       "  'Three',\n",
       "  55.02,\n",
       "  'default_15',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/28/21/28219255776fb162c82ebac3cdddcf90.jpg'),\n",
       " ('The Mysterious Affair at Styles (Hercule Poirot #1)',\n",
       "  'Four',\n",
       "  24.8,\n",
       "  'mystery_3',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/6b/61/6b61d393f0731f6c52182ba3cf41e245.jpg'),\n",
       " ('The Man Who Mistook His Wife for a Hat and Other Clinical Tales',\n",
       "  'Four',\n",
       "  59.45,\n",
       "  'nonfiction_13',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d7/58/d758851b2790471b1de776f49a997157.jpg'),\n",
       " ('The Makings of a Fatherless Child',\n",
       "  'Two',\n",
       "  31.58,\n",
       "  'default_15',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2f/b6/2fb66b628ee51169b91cdfce8b68d929.jpg'),\n",
       " ('The Joy of Cooking',\n",
       "  'Four',\n",
       "  43.27,\n",
       "  'add-a-comment_18',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2c/81/2c8137d1d0a3ebb2f74d7abf45916606.jpg'),\n",
       " ('The Invention of Wings',\n",
       "  'One',\n",
       "  37.34,\n",
       "  'historical-fiction_4',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/7a/b0/7ab00e6956f540bfe0018656d5bfe1e4.jpg'),\n",
       " ('The Hobbit (Middle-Earth Universe)',\n",
       "  'Five',\n",
       "  17.8,\n",
       "  'default_15',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/17/06/1706d016ec39ba3caad03b49737fefc7.jpg'),\n",
       " ('The Great Railway Bazaar',\n",
       "  'One',\n",
       "  30.54,\n",
       "  'travel_2',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d5/82/d582f6b0261c2842330e893962276295.jpg'),\n",
       " ('The Golden Compass (His Dark Materials #1)',\n",
       "  'One',\n",
       "  18.77,\n",
       "  'add-a-comment_18',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a5/13/a513b65a8f7696c8aec48a607f7f90d3.jpg'),\n",
       " ('The God Delusion',\n",
       "  'Three',\n",
       "  46.85,\n",
       "  'add-a-comment_18',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/30/35/3035b6c5dc0a48a83fbe84eb37e76f10.jpg'),\n",
       " ('The Girl You Left Behind (The Girl You Left Behind #1)',\n",
       "  'One',\n",
       "  15.79,\n",
       "  'historical_42',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/6d/72/6d72120f94d38e356612c8a78e82a53d.jpg'),\n",
       " ('The Fellowship of the Ring (The Lord of the Rings #1)',\n",
       "  'Two',\n",
       "  10.27,\n",
       "  'default_15',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/5d/9f/5d9f339be8d98f597ad33eee239119d8.jpg'),\n",
       " ('The Collected Poems of W.B. Yeats (The Collected Works of W.B. Yeats #1)',\n",
       "  'Five',\n",
       "  15.42,\n",
       "  'poetry_23',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b3/8c/b38cadc69f4a2db0aae2ee2867ab8583.jpg'),\n",
       " ('The Barefoot Contessa Cookbook',\n",
       "  'Five',\n",
       "  59.92,\n",
       "  'food-and-drink_33',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/5f/c1/5fc1de838c428ae58f3a9ec08825d179.jpg'),\n",
       " (\"Tell the Wolves I'm Home\",\n",
       "  'Two',\n",
       "  50.96,\n",
       "  'young-adult_21',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/78/48/784872c69237efaf5df8c0282280ff05.jpg'),\n",
       " ('Ship Leaves Harbor: Essays on Travel by a Recovering Journeyman',\n",
       "  'Three',\n",
       "  30.6,\n",
       "  'default_15',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/1e/d2/1ed2c2f8f406ed7ed90a58f73d4f1058.jpg'),\n",
       " ('Pride and Prejudice',\n",
       "  'Four',\n",
       "  19.27,\n",
       "  'add-a-comment_18',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/6a/87/6a8706826789aa47fbbb8a2459b4c616.jpg'),\n",
       " ('Musicophilia: Tales of Music and the Brain',\n",
       "  'One',\n",
       "  46.58,\n",
       "  'default_15',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ef/e7/efe7be2e15323d5bee36c37e953b1cad.jpg'),\n",
       " ('Mere Christianity',\n",
       "  'Three',\n",
       "  48.51,\n",
       "  'add-a-comment_18',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d7/ce/d7ce17649c77c9addfcf265012d0436e.jpg'),\n",
       " ('Me Before You (Me Before You #1)',\n",
       "  'One',\n",
       "  19.02,\n",
       "  'fiction_10',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/81/c3/81c36cb2510dc47892dde52f3989a53f.jpg'),\n",
       " ('In the Woods (Dublin Murder Squad #1)',\n",
       "  'Two',\n",
       "  38.38,\n",
       "  'mystery_3',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/13/47/13470484ded8c835ce03b662fc863a1a.jpg'),\n",
       " ('In Cold Blood',\n",
       "  'Four',\n",
       "  49.98,\n",
       "  'nonfiction_13',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/78/52/7852b87face58f30b46004a4a4270f2d.jpg'),\n",
       " ('How to Stop Worrying and Start Living',\n",
       "  'Five',\n",
       "  46.49,\n",
       "  'self-help_41',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/64/0c/640cfc86cd3943cef402dc6082497eec.jpg'),\n",
       " ('Give It Back',\n",
       "  'Two',\n",
       "  18.32,\n",
       "  'thriller_37',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/15/d4/15d444bf7fc91c7ced84e73ec99d711d.jpg'),\n",
       " ('Girl, Interrupted',\n",
       "  'Three',\n",
       "  42.14,\n",
       "  'nonfiction_13',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9d/6c/9d6c5f23127bf494bc226daa02bc7daf.jpg'),\n",
       " ('Fun Home: A Family Tragicomic',\n",
       "  'Four',\n",
       "  56.59,\n",
       "  'add-a-comment_18',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/48/c1/48c15c510ce0089db10a4f5f9fce7ecd.jpg'),\n",
       " ('Fruits Basket, Vol. 6 (Fruits Basket #6)',\n",
       "  'Four',\n",
       "  20.96,\n",
       "  'sequential-art_5',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/cd/b5/cdb5bd3a70cd857879120b4a90192bda.jpg'),\n",
       " ('Deception Point',\n",
       "  'Four',\n",
       "  40.32,\n",
       "  'fiction_10',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/65/6d/656d264685962b55ff14fb310b0ae747.jpg'),\n",
       " ('Death Note, Vol. 6: Give-and-Take (Death Note #6)',\n",
       "  'Three',\n",
       "  36.39,\n",
       "  'sequential-art_5',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c7/11/c7117547293ca3bb7a6a78e6603f2f8e.jpg'),\n",
       " ('Catherine the Great: Portrait of a Woman',\n",
       "  'Four',\n",
       "  58.55,\n",
       "  'history_32',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/37/3a/373af6af58a00ca69602d74b81951ac4.jpg'),\n",
       " ('Better Homes and Gardens New Cook Book',\n",
       "  'Three',\n",
       "  39.61,\n",
       "  'food-and-drink_33',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/71/21/712105c4429489160c7a6f9e4824fcc6.jpg'),\n",
       " ('An Unquiet Mind: A Memoir of Moods and Madness',\n",
       "  'Three',\n",
       "  21.3,\n",
       "  'psychology_26',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e5/65/e56540f5e29286f3d7a1e3eb1912b61f.jpg'),\n",
       " ('A Year in Provence (Provence #1)',\n",
       "  'Four',\n",
       "  56.88,\n",
       "  'travel_2',\n",
       "  6.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/8b/81/8b81cd9b2c8f89a12099a80bed1c4911.jpg'),\n",
       " ('World Without End (The Pillars of the Earth #2)',\n",
       "  'Four',\n",
       "  32.97,\n",
       "  'historical-fiction_4',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/58/b5/58b5730dd82cbcf6560cf0ab8b56cd9f.jpg'),\n",
       " ('Will Grayson, Will Grayson (Will Grayson, Will Grayson)',\n",
       "  'Four',\n",
       "  47.31,\n",
       "  'young-adult_21',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b9/e6/b9e66a23fe4b95c426409bad86058152.jpg'),\n",
       " ('Why Save the Bankers?: And Other Essays on Our Economic and Political Crisis',\n",
       "  'Two',\n",
       "  48.67,\n",
       "  'nonfiction_13',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/be/98/be98641184d97b2fad1bc6c90c571b80.jpg'),\n",
       " ('Where She Went (If I Stay #2)',\n",
       "  'Four',\n",
       "  41.73,\n",
       "  'young-adult_21',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/0c/f9/0cf93861d70a35c3d8deaa265a630e35.jpg'),\n",
       " ('What If?: Serious Scientific Answers to Absurd Hypothetical Questions',\n",
       "  'Four',\n",
       "  53.68,\n",
       "  'default_15',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/1f/5a/1f5a1bea2bd3e38dc105a7fe33a08826.jpg'),\n",
       " ('Two Summers',\n",
       "  'One',\n",
       "  14.64,\n",
       "  'young-adult_21',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/cd/1a/cd1ab47070ea1662d4917d7ad483ed53.jpg'),\n",
       " ('This Is Your Brain on Music: The Science of a Human Obsession',\n",
       "  'One',\n",
       "  38.4,\n",
       "  'music_14',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d8/d3/d8d3a16113069ccde25da34483a583fb.jpg'),\n",
       " ('The Secret Garden',\n",
       "  'Four',\n",
       "  15.08,\n",
       "  'classics_6',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f1/78/f17805e88aed31aae352ab250b2a379d.jpg'),\n",
       " ('The Raven King (The Raven Cycle #4)',\n",
       "  'Two',\n",
       "  30.57,\n",
       "  'add-a-comment_18',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2f/7f/2f7f108c7b56c6adac8510eb43ff4f79.jpg'),\n",
       " ('The Raven Boys (The Raven Cycle #1)',\n",
       "  'Four',\n",
       "  57.74,\n",
       "  'fantasy_19',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/68/b0/68b05bbf33c6b8e2914f35ad14a0d2d8.jpg'),\n",
       " ('The Power Greens Cookbook: 140 Delicious Superfood Recipes',\n",
       "  'Five',\n",
       "  11.05,\n",
       "  'food-and-drink_33',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/21/65/21651189fd05220e11ea5a1bd99ce58b.jpg'),\n",
       " ('The Metamorphosis',\n",
       "  'One',\n",
       "  28.58,\n",
       "  'classics_6',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9b/33/9b33c3c40c8d27054a3edf96cbf6a2fb.jpg'),\n",
       " (\"The Mathews Men: Seven Brothers and the War Against Hitler's U-boats\",\n",
       "  'Five',\n",
       "  42.91,\n",
       "  'history_32',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/52/74/5274c64fbcb7ce4bbf427ed751f6cada.jpg'),\n",
       " ('The Little Paris Bookshop',\n",
       "  'Three',\n",
       "  24.73,\n",
       "  'fiction_10',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ed/25/ed2540d08b66683313ffee9241bfd926.jpg'),\n",
       " ('The Hiding Place',\n",
       "  'Four',\n",
       "  55.91,\n",
       "  'history_32',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/74/92/74927818a922712c13999a8043f7f35c.jpg'),\n",
       " ('The Grand Design',\n",
       "  'Three',\n",
       "  13.76,\n",
       "  'science_22',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9b/69/9b696c2064d6ee387774b6121bb4be91.jpg'),\n",
       " ('The Firm',\n",
       "  'Three',\n",
       "  45.56,\n",
       "  'fiction_10',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/30/64/3064d8c687f770efea3fabeac0cd2d6f.jpg'),\n",
       " ('The Fault in Our Stars',\n",
       "  'One',\n",
       "  47.22,\n",
       "  'default_15',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/4f/96/4f96ae30d8aefab78b9c8005197eb85f.jpg'),\n",
       " ('The False Prince (The Ascendance Trilogy #1)',\n",
       "  'Five',\n",
       "  56.0,\n",
       "  'fantasy_19',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/36/b1/36b1333456d4c6b28e90d1157d37bc0e.jpg'),\n",
       " ('The Expatriates',\n",
       "  'Two',\n",
       "  44.58,\n",
       "  'fiction_10',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/4a/96/4a96cd8c43ea6c74d5b8d9ce1d47c187.jpg'),\n",
       " ('The Dream Thieves (The Raven Cycle #2)',\n",
       "  'One',\n",
       "  34.5,\n",
       "  'default_15',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/77/1a/771a0d24c0ed726761a4ad4a4327e7d8.jpg'),\n",
       " ('The Darkest Corners',\n",
       "  'Five',\n",
       "  11.33,\n",
       "  'young-adult_21',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/8c/64/8c64037f38663260b91c275078ee882d.jpg'),\n",
       " ('The Crossover',\n",
       "  'Four',\n",
       "  38.77,\n",
       "  'poetry_23',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/25/fe/25fe373b974387a66ff1dea80f023ccb.jpg'),\n",
       " ('The 5th Wave (The 5th Wave #1)',\n",
       "  'Two',\n",
       "  11.83,\n",
       "  'default_15',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/01/d2/01d245f56c1d9a397caa3d956573616e.jpg'),\n",
       " ('Tell the Wind and Fire',\n",
       "  'Three',\n",
       "  45.51,\n",
       "  'fantasy_19',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/bf/77/bf77b0c1f1bda1cd7297325066a7f337.jpg'),\n",
       " ('Tell Me Three Things',\n",
       "  'One',\n",
       "  41.81,\n",
       "  'young-adult_21',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/92/a5/92a5e01c5067f65f03b316a328459f9f.jpg'),\n",
       " (\"Talking to Girls About Duran Duran: One Young Man's Quest for True Love and a Cooler Haircut\",\n",
       "  'Four',\n",
       "  25.15,\n",
       "  'nonfiction_13',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/5d/62/5d62099546e3889ad385b13c62bc8874.jpg'),\n",
       " ('Siddhartha',\n",
       "  'Five',\n",
       "  34.22,\n",
       "  'fiction_10',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/6b/5f/6b5fba0f415741ab61c0cf24d11933ab.jpg'),\n",
       " ('Shiver (The Wolves of Mercy Falls #1)',\n",
       "  'Five',\n",
       "  16.23,\n",
       "  'default_15',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/79/57/79574d160951e6703343c593ef1bae98.jpg'),\n",
       " ('Remember Me?',\n",
       "  'Three',\n",
       "  11.48,\n",
       "  'default_15',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/56/6c/566cf3ec6a006c333f64c3f70992874d.jpg'),\n",
       " ('Red Dragon (Hannibal Lecter #1)',\n",
       "  'Three',\n",
       "  23.37,\n",
       "  'horror_31',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/4a/ce/4acec5ebebf374e7a84a5d8c74ee5752.jpg'),\n",
       " ('Peak: Secrets from the New Science of Expertise',\n",
       "  'Two',\n",
       "  16.28,\n",
       "  'science_22',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/7c/04/7c04c7a92b5ba83361eba81fa364a2ca.jpg'),\n",
       " ('My Mother Was Nuts',\n",
       "  'Four',\n",
       "  31.63,\n",
       "  'nonfiction_13',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/65/67/6567e9868a3d1196f32c063c0f73ea01.jpg'),\n",
       " ('Mexican Today: New and Rediscovered Recipes for Contemporary Kitchens',\n",
       "  'Five',\n",
       "  24.91,\n",
       "  'food-and-drink_33',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c2/19/c219b1be1e325abd2244ace190870569.jpg'),\n",
       " ('Maybe Something Beautiful: How Art Transformed a Neighborhood',\n",
       "  'One',\n",
       "  22.54,\n",
       "  'childrens_11',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/89/9a/899a07816ced14262169345493bbbe51.jpg'),\n",
       " ('Lola and the Boy Next Door (Anna and the French Kiss #2)',\n",
       "  'Four',\n",
       "  23.63,\n",
       "  'young-adult_21',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/1e/12/1e12b33f2f3988b23f895d2319ef7af8.jpg'),\n",
       " ('Logan Kade (Fallen Crest High #5.5)',\n",
       "  'Two',\n",
       "  13.12,\n",
       "  'academic_40',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2b/44/2b4404e00c242bf1b8263bdd99c07354.jpg'),\n",
       " ('Last One Home (New Beginnings #1)',\n",
       "  'Three',\n",
       "  59.98,\n",
       "  'fiction_10',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/0b/98/0b98d840b298be76c1a982a8d1f4688f.jpg'),\n",
       " ('Killing Floor (Jack Reacher #1)',\n",
       "  'Four',\n",
       "  31.49,\n",
       "  'thriller_37',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b1/5b/b15b4c864b762133cdaf69b58ba55d76.jpg'),\n",
       " ('Kill the Boy Band',\n",
       "  'Five',\n",
       "  15.52,\n",
       "  'young-adult_21',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/6e/66/6e66e7cefe3ca7cf9402f87f3e13c79e.jpg'),\n",
       " ('Isla and the Happily Ever After (Anna and the French Kiss #3)',\n",
       "  'Five',\n",
       "  48.13,\n",
       "  'young-adult_21',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/61/ff/61ffcc9619675c79b1f0b568d6ee870c.jpg'),\n",
       " ('If I Stay (If I Stay #1)',\n",
       "  'Five',\n",
       "  38.13,\n",
       "  'default_15',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c2/62/c262c55a104878043319173d79986c89.jpg'),\n",
       " (\"I Know Why the Caged Bird Sings (Maya Angelou's Autobiography #1)\",\n",
       "  'Two',\n",
       "  36.55,\n",
       "  'default_15',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/3b/f1/3bf1eded8dda102ca3f572540273f587.jpg'),\n",
       " ('Harry Potter and the Deathly Hallows (Harry Potter #7)',\n",
       "  'One',\n",
       "  23.32,\n",
       "  'default_15',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d6/2b/d62b299736dda60f16eb4c5b23f81a82.jpg'),\n",
       " ('Fruits Basket, Vol. 5 (Fruits Basket #5)',\n",
       "  'One',\n",
       "  16.33,\n",
       "  'sequential-art_5',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/8e/25/8e259f84683adbaa30452df5aaa142b3.jpg'),\n",
       " ('Foundation (Foundation (Publication Order) #1)',\n",
       "  'One',\n",
       "  32.42,\n",
       "  'science-fiction_16',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/da/a0/daa08c54a927c27494ea5bb90af79c60.jpg'),\n",
       " ('Fool Me Once',\n",
       "  'One',\n",
       "  16.96,\n",
       "  'default_15',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2e/ba/2eba785f249284b61928d98972c1b2ca.jpg'),\n",
       " ('Find Her (Detective D.D. Warren #8)',\n",
       "  'One',\n",
       "  22.37,\n",
       "  'add-a-comment_18',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/48/4d/484d8afc2cf8b77a45fa4fec0a5e7b89.jpg'),\n",
       " ('Evicted: Poverty and Profit in the American City',\n",
       "  'One',\n",
       "  42.27,\n",
       "  'add-a-comment_18',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/db/27/db27a90497bcb1b1d8e59dec06264256.jpg'),\n",
       " ('Drama',\n",
       "  'Two',\n",
       "  38.7,\n",
       "  'default_15',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/46/04/4604cba3ffbb4936dd3edb9cbfe26393.jpg'),\n",
       " ('Dracula the Un-Dead',\n",
       "  'Five',\n",
       "  35.63,\n",
       "  'horror_31',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b1/f2/b1f25fa4623b3ee2db6fb6d6e27c6fb5.jpg'),\n",
       " ('Digital Fortress',\n",
       "  'Five',\n",
       "  58.0,\n",
       "  'fiction_10',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/86/78/86786e20ec80b5b3ec66657870750b73.jpg'),\n",
       " ('Death Note, Vol. 5: Whiteout (Death Note #5)',\n",
       "  'One',\n",
       "  52.41,\n",
       "  'sequential-art_5',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/93/d9/93d98563d32936ffd8db2c19f7857478.jpg'),\n",
       " ('Data, A Love Story: How I Gamed Online Dating to Meet My Match',\n",
       "  'Three',\n",
       "  32.35,\n",
       "  'nonfiction_13',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f2/c5/f2c56824a5aef38387350243762216eb.jpg'),\n",
       " ('Critique of Pure Reason',\n",
       "  'One',\n",
       "  20.75,\n",
       "  'philosophy_7',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/3b/28/3b28ec3663a81d36272a08e5a49644f2.jpg'),\n",
       " ('Booked',\n",
       "  'Five',\n",
       "  17.49,\n",
       "  'poetry_23',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/cf/3b/cf3b0341f5f4f4ad2c1439c11d32a9b1.jpg'),\n",
       " ('Blue Lily, Lily Blue (The Raven Cycle #3)',\n",
       "  'Five',\n",
       "  34.13,\n",
       "  'default_15',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/16/67/16674db55d7c7c37bf19e1aed4a8cc57.jpg'),\n",
       " ('Approval Junkie: Adventures in Caring Too Much',\n",
       "  'Five',\n",
       "  58.81,\n",
       "  'autobiography_27',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/96/6d/966d8d2afdead087cba0f29a69f89ba5.jpg'),\n",
       " ('An Abundance of Katherines',\n",
       "  'Five',\n",
       "  10.0,\n",
       "  'young-adult_21',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9b/c8/9bc86bc10a6beea536422bbe82e076fb.jpg'),\n",
       " (\"America's War for the Greater Middle East: A Military History\",\n",
       "  'Two',\n",
       "  51.22,\n",
       "  'history_32',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/da/0c/da0ca0d6586f8164b7a96d4c807a6c7f.jpg'),\n",
       " ('Alight (The Generations Trilogy #2)',\n",
       "  'Four',\n",
       "  58.59,\n",
       "  'default_15',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/43/74/43749a90eed0e03d9975116ad44fbde3.jpg'),\n",
       " (\"A Girl's Guide to Moving On (New Beginnings #2)\",\n",
       "  'One',\n",
       "  31.3,\n",
       "  'romance_8',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/17/94/17940ad8d367ea5f28db57e7fc32dac9.jpg'),\n",
       " ('A Game of Thrones (A Song of Ice and Fire #1)',\n",
       "  'Two',\n",
       "  46.42,\n",
       "  'add-a-comment_18',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/37/09/3709ede7460008ec539deb7cd44b688e.jpg'),\n",
       " ('A Feast for Crows (A Song of Ice and Fire #4)',\n",
       "  'Four',\n",
       "  17.21,\n",
       "  'fantasy_19',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/6f/b7/6fb724034c86041a52b247ae53613413.jpg'),\n",
       " ('A Clash of Kings (A Song of Ice and Fire #2)',\n",
       "  'Three',\n",
       "  10.79,\n",
       "  'add-a-comment_18',\n",
       "  5.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/6d/73/6d739416776a66c258ef0cb35f3eb9e1.jpg'),\n",
       " ('Vogue Colors A to Z: A Fashion Coloring Book',\n",
       "  'Four',\n",
       "  52.35,\n",
       "  'default_15',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/09/db/09db3ae79413c88e4ca1aab30368d63d.jpg'),\n",
       " ('The Shining (The Shining #1)',\n",
       "  'Three',\n",
       "  27.88,\n",
       "  'default_15',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ea/cb/eacbd43aaf46f527416aa5d6561b29ad.jpg'),\n",
       " (\"The Pilgrim's Progress\",\n",
       "  'Two',\n",
       "  50.26,\n",
       "  'classics_6',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/91/2a/912acfe6ee354d9d9bf3c1fa517c4252.jpg'),\n",
       " ('The Perfect Play (Play by Play #1)',\n",
       "  'Three',\n",
       "  59.99,\n",
       "  'romance_8',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b0/be/b0be8b72b97ba3185f7d55235d0be76f.jpg'),\n",
       " ('The Passion of Dolssa',\n",
       "  'Five',\n",
       "  28.32,\n",
       "  'historical-fiction_4',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b3/59/b35975c0df26c40964028a8ccabc9a91.jpg'),\n",
       " ('The Jazz of Physics: The Secret Link Between Music and the Structure of the Universe',\n",
       "  'Three',\n",
       "  38.71,\n",
       "  'nonfiction_13',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f3/d1/f3d18f7fa858139e133fe4809d3827b5.jpg'),\n",
       " ('The Hunger Games (The Hunger Games #1)',\n",
       "  'Five',\n",
       "  29.85,\n",
       "  'default_15',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/4e/9d/4e9de73d08f8c0b1b6ea859a93f1aa31.jpg'),\n",
       " ('The Hound of the Baskervilles (Sherlock Holmes #5)',\n",
       "  'Two',\n",
       "  14.82,\n",
       "  'classics_6',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9d/fe/9dfe2a73c6a1a1c09927c904de641ebf.jpg'),\n",
       " ('The Gunning of America: Business and the Making of American Gun Culture',\n",
       "  'Four',\n",
       "  16.81,\n",
       "  'nonfiction_13',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e2/23/e223db017107fcccf532e5fe753f307d.jpg'),\n",
       " (\"The Geography of Bliss: One Grump's Search for the Happiest Places in the World\",\n",
       "  'Two',\n",
       "  28.23,\n",
       "  'nonfiction_13',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/fd/51/fd513e918a0b34fb08bc67d1d7065e40.jpg'),\n",
       " ('The Demonists (Demonist #1)',\n",
       "  'Two',\n",
       "  52.11,\n",
       "  'fantasy_19',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/be/f8/bef8aac75369fc2211515cd4c76d3518.jpg'),\n",
       " ('The Demon Prince of Momochi House, Vol. 4 (The Demon Prince of Momochi House #4)',\n",
       "  'Two',\n",
       "  27.88,\n",
       "  'sequential-art_5',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/20/99/20995345e7a87cdfb4503283ae991e84.jpg'),\n",
       " ('The Bone Hunters (Lexy Vaughan & Steven Macaulay #2)',\n",
       "  'Three',\n",
       "  59.71,\n",
       "  'thriller_37',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/8d/1f/8d1f11673fbe46f47f27b9a4c8efbf8a.jpg'),\n",
       " ('The Beast (Black Dagger Brotherhood #14)',\n",
       "  'Five',\n",
       "  46.08,\n",
       "  'fantasy_19',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d4/76/d4761761d26eb7fe1ba0a9480913a8ca.jpg'),\n",
       " ('Some Women',\n",
       "  'Five',\n",
       "  13.73,\n",
       "  'womens-fiction_9',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2f/71/2f710e4c53d98e47b73e4d34702a6751.jpg'),\n",
       " ('Shopaholic Ties the Knot (Shopaholic #3)',\n",
       "  'Five',\n",
       "  48.39,\n",
       "  'womens-fiction_9',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d0/f8/d0f8f438caa5e7adc1c727da4f06ca64.jpg'),\n",
       " ('Paper and Fire (The Great Library #2)',\n",
       "  'Five',\n",
       "  49.45,\n",
       "  'fantasy_19',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b6/3b/b63bd741fc6ada1e60a33db14bde0277.jpg'),\n",
       " ('Outlander (Outlander #1)',\n",
       "  'Five',\n",
       "  19.67,\n",
       "  'default_15',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2e/3f/2e3f900dfa0d70799f009f1c07f54697.jpg'),\n",
       " ('Orchestra of Exiles: The Story of Bronislaw Huberman, the Israel Philharmonic, and the One Thousand Jews He Saved from Nazi Horrors',\n",
       "  'Three',\n",
       "  12.36,\n",
       "  'music_14',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b5/94/b59425287ce6b186715fa7b01054c2bf.jpg'),\n",
       " ('No One Here Gets Out Alive',\n",
       "  'Five',\n",
       "  20.02,\n",
       "  'music_14',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/8e/9b/8e9be254974e64a8a3d365a1571e3ec2.jpg'),\n",
       " ('Night Shift (Night Shift #1-20)',\n",
       "  'Four',\n",
       "  12.75,\n",
       "  'horror_31',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b8/84/b8843e0c3fbadb1682b095c99eda7f7a.jpg'),\n",
       " ('Needful Things',\n",
       "  'Four',\n",
       "  47.51,\n",
       "  'horror_31',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d2/d8/d2d818d6654086560072fe1d42189636.jpg'),\n",
       " ('Mockingjay (The Hunger Games #3)',\n",
       "  'Four',\n",
       "  20.44,\n",
       "  'default_15',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/42/5a/425a156d129df73861380d9fe49c1533.jpg'),\n",
       " ('Misery',\n",
       "  'Two',\n",
       "  34.79,\n",
       "  'horror_31',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/cc/fb/ccfb8bb0f63377a67fb0a39d513f6cab.jpg'),\n",
       " ('Little Women (Little Women #1)',\n",
       "  'Four',\n",
       "  28.07,\n",
       "  'classics_6',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/55/a9/55a942b0c092c40bdbb6a1f1be340984.jpg'),\n",
       " ('It',\n",
       "  'Three',\n",
       "  25.01,\n",
       "  'horror_31',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f9/40/f9409b5717cc44f29aa444d85ad26bdc.jpg'),\n",
       " (\"Harry Potter and the Sorcerer's Stone (Harry Potter #1)\",\n",
       "  'Three',\n",
       "  13.9,\n",
       "  'default_15',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e7/3f/e73ff548ede8f14e62854878d86a604f.jpg'),\n",
       " ('Harry Potter and the Prisoner of Azkaban (Harry Potter #3)',\n",
       "  'Four',\n",
       "  24.17,\n",
       "  'young-adult_21',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/27/93/2793d4ce3d27cdcdb7a0961bc218b25f.jpg'),\n",
       " ('Harry Potter and the Order of the Phoenix (Harry Potter #5)',\n",
       "  'Four',\n",
       "  31.63,\n",
       "  'fantasy_19',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ca/56/ca565814dfe2d9f73d3d6b1ad7265984.jpg'),\n",
       " ('Harry Potter and the Half-Blood Prince (Harry Potter #6)',\n",
       "  'Five',\n",
       "  48.75,\n",
       "  'fantasy_19',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/06/ee/06ee91950f111a29d18bccb0c3418fb4.jpg'),\n",
       " ('Harry Potter and the Chamber of Secrets (Harry Potter #2)',\n",
       "  'One',\n",
       "  14.74,\n",
       "  'fantasy_19',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9e/3c/9e3c81f9694c5832a24bf590c2a0b610.jpg'),\n",
       " ('Gone with the Wind',\n",
       "  'Three',\n",
       "  32.49,\n",
       "  'classics_6',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ac/ee/acee20cff19be38cc3efc5e9b50afae4.jpg'),\n",
       " ('God Is Not Great: How Religion Poisons Everything',\n",
       "  'One',\n",
       "  27.8,\n",
       "  'nonfiction_13',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ff/b8/ffb857154e4bc8af56f33d7277cb9939.jpg'),\n",
       " ('Girl With a Pearl Earring',\n",
       "  'One',\n",
       "  26.77,\n",
       "  'historical-fiction_4',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b1/5e/b15ec9da5c7b28e2d11347dd2e8c20e5.jpg'),\n",
       " ('Fruits Basket, Vol. 4 (Fruits Basket #4)',\n",
       "  'Four',\n",
       "  50.44,\n",
       "  'sequential-art_5',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/77/0b/770bf7bcb38eaacc6a9392dd0b7af1e4.jpg'),\n",
       " ('Far From True (Promise Falls Trilogy #2)',\n",
       "  'Two',\n",
       "  34.93,\n",
       "  'thriller_37',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9c/aa/9caacda3ff43984447ee22712e7e9ca9.jpg'),\n",
       " ('Dark Lover (Black Dagger Brotherhood #1)',\n",
       "  'One',\n",
       "  12.87,\n",
       "  'romance_8',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d8/bd/d8bdea8d4e7db9af8e0cb1b36db448d2.jpg'),\n",
       " ('Confessions of a Shopaholic (Shopaholic #1)',\n",
       "  'Two',\n",
       "  48.94,\n",
       "  'default_15',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/02/88/0288939291a11611aacb27925d3c2d19.jpg'),\n",
       " ('Changing the Game (Play by Play #2)',\n",
       "  'Three',\n",
       "  13.38,\n",
       "  'romance_8',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/7a/6a/7a6a89af2f591d86df6f7c65649463db.jpg'),\n",
       " ('Candide',\n",
       "  'Three',\n",
       "  58.63,\n",
       "  'classics_6',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e7/7d/e77d917c495e649216225bd47e006482.jpg'),\n",
       " ('Can You Keep a Secret?',\n",
       "  'One',\n",
       "  21.94,\n",
       "  'womens-fiction_9',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e1/24/e124fe015a3ffa6857eb35c39e89cd61.jpg'),\n",
       " ('Atlas Shrugged',\n",
       "  'Five',\n",
       "  26.58,\n",
       "  'fiction_10',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9d/3c/9d3c5430a627260e4a8c9ca02c8a8924.jpg'),\n",
       " ('Animal Farm',\n",
       "  'Three',\n",
       "  57.22,\n",
       "  'classics_6',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/73/b9/73b9d68a89e6d037f1afdc70f96bad09.jpg'),\n",
       " ('A Walk to Remember',\n",
       "  'One',\n",
       "  56.43,\n",
       "  'romance_8',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/fe/a9/fea9278c15f5ad41f5d478196cf4132d.jpg'),\n",
       " (\"A New Earth: Awakening to Your Life's Purpose\",\n",
       "  'Five',\n",
       "  55.65,\n",
       "  'spirituality_39',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/13/1b/131bca3895aa2892f400020cd939cd42.jpg'),\n",
       " ('A History of God: The 4,000-Year Quest of Judaism, Christianity, and Islam',\n",
       "  'One',\n",
       "  27.62,\n",
       "  'religion_12',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/fd/99/fd996fdccb07aa8759f1388a0dea343a.jpg'),\n",
       " (\"'Salem's Lot\",\n",
       "  'Four',\n",
       "  49.56,\n",
       "  'horror_31',\n",
       "  4.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d3/55/d35568710e773adf06a0bc756a99f66d.jpg'),\n",
       " ('Zero History (Blue Ant #3)',\n",
       "  'One',\n",
       "  34.77,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c6/e9/c6e99bbab7370aec1922a3b37b5acbe2.jpg'),\n",
       " ('Wuthering Heights',\n",
       "  'Three',\n",
       "  17.73,\n",
       "  'classics_6',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d8/64/d8644073d00c000cb60643256080cc4b.jpg'),\n",
       " ('World War Z: An Oral History of the Zombie War',\n",
       "  'One',\n",
       "  21.8,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/12/1a/121ae6f29c52eb01f2bec02407bc3e57.jpg'),\n",
       " ('Wild: From Lost to Found on the Pacific Crest Trail',\n",
       "  'Three',\n",
       "  46.02,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d3/34/d3347aba8346ccff1dcf3751b4e5b9ab.jpg'),\n",
       " (\"Where'd You Go, Bernadette\",\n",
       "  'One',\n",
       "  18.13,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/8e/5d/8e5d5553e08df59154701c1448b40e20.jpg'),\n",
       " ('When You Are Engulfed in Flames',\n",
       "  'Five',\n",
       "  30.89,\n",
       "  'humor_30',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/42/1a/421afe48509fc8cccccad804b64c58dc.jpg'),\n",
       " (\"We the People: The Modern-Day Figures Who Have Reshaped and Affirmed the Founding Fathers' Vision of America\",\n",
       "  'Three',\n",
       "  31.95,\n",
       "  'nonfiction_13',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b9/45/b945e870e5188ce6dabbf79ed98b10f1.jpg'),\n",
       " ('We Are All Completely Beside Ourselves',\n",
       "  'One',\n",
       "  24.04,\n",
       "  'contemporary_38',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/8d/95/8d95f4fd1ea785555a28d6371444ce6d.jpg'),\n",
       " ('Walk the Edge (Thunder Road #2)',\n",
       "  'Three',\n",
       "  32.36,\n",
       "  'young-adult_21',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/3f/c5/3fc5fbb8ab3099a5fae8f5d180605905.jpg'),\n",
       " ('Voyager (Outlander #3)',\n",
       "  'Five',\n",
       "  21.07,\n",
       "  'historical-fiction_4',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/6e/22/6e22497cbecedef59be86d1328e4b044.jpg'),\n",
       " ('Very Good Lives: The Fringe Benefits of Failure and the Importance of Imagination',\n",
       "  'Three',\n",
       "  50.66,\n",
       "  'nonfiction_13',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/fd/26/fd264a20852bbecf647475d968ac0409.jpg'),\n",
       " ('Vegan Vegetarian Omnivore: Dinner for Everyone at the Table',\n",
       "  'Two',\n",
       "  13.66,\n",
       "  'food-and-drink_33',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a1/c7/a1c7dfc9ebc338043cb0420a49f58f5e.jpg'),\n",
       " ('Unstuffed: Decluttering Your Home, Mind, and Soul',\n",
       "  'One',\n",
       "  58.09,\n",
       "  'nonfiction_13',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/68/2d/682d1c7c8aa1010bd138203ae9d2d10b.jpg'),\n",
       " ('Under the Banner of Heaven: A Story of Violent Faith',\n",
       "  'One',\n",
       "  30.0,\n",
       "  'nonfiction_13',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/0a/44/0a44a38a50b7d61facccae446cf30630.jpg'),\n",
       " ('Two Boys Kissing',\n",
       "  'Two',\n",
       "  32.74,\n",
       "  'young-adult_21',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a0/29/a029efdcb7e61cc2fed1f7404cf065a0.jpg'),\n",
       " ('Twilight (Twilight #1)',\n",
       "  'Two',\n",
       "  41.93,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/05/22/05220e25687e267099f0aeb329b6f3cc.jpg'),\n",
       " ('Twenties Girl',\n",
       "  'Two',\n",
       "  42.8,\n",
       "  'womens-fiction_9',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/49/ec/49ec020f1dfa44313313495b809f74f1.jpg'),\n",
       " (\"Trespassing Across America: One Man's Epic, Never-Done-Before (and Sort of Illegal) Hike Across the Heartland\",\n",
       "  'One',\n",
       "  53.51,\n",
       "  'nonfiction_13',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/fb/65/fb6511ce55f5cf2ebf22a90655ad7c42.jpg'),\n",
       " ('Three-Martini Lunch',\n",
       "  'Three',\n",
       "  23.21,\n",
       "  'fiction_10',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/fc/c2/fcc2f183dde593b991e01585f5df1e09.jpg'),\n",
       " ('Thinking, Fast and Slow',\n",
       "  'One',\n",
       "  21.14,\n",
       "  'psychology_26',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/7d/9b/7d9ba3173dcc0194ec63f9c77d0763cb.jpg'),\n",
       " ('The Wild Robot',\n",
       "  'Three',\n",
       "  56.07,\n",
       "  'childrens_11',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/42/48/424876ee529de5b557ebd69286c87343.jpg'),\n",
       " ('The Wicked + The Divine, Vol. 3: Commercial Suicide (The Wicked + The Divine)',\n",
       "  'Three',\n",
       "  14.41,\n",
       "  'sequential-art_5',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/33/cb/33cb44fb2984e4d09dc2263c50b36927.jpg'),\n",
       " ('The Undomestic Goddess',\n",
       "  'Four',\n",
       "  45.75,\n",
       "  'womens-fiction_9',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e3/e9/e3e95f631eb64252324768ce795b50d7.jpg'),\n",
       " ('The Travelers',\n",
       "  'One',\n",
       "  15.77,\n",
       "  'thriller_37',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/42/a3/42a345bdcb3e13d5922ff79cd1c07d0e.jpg'),\n",
       " ('The Tipping Point: How Little Things Can Make a Big Difference',\n",
       "  'Two',\n",
       "  10.02,\n",
       "  'add-a-comment_18',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ba/ab/baab7240d3d472f4f868ae8b4481365b.jpg'),\n",
       " ('The Thing About Jellyfish',\n",
       "  'One',\n",
       "  48.77,\n",
       "  'childrens_11',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ef/d3/efd3fd5390be3a440e28b03b5bb0fd95.jpg'),\n",
       " ('The Stand',\n",
       "  'Two',\n",
       "  57.86,\n",
       "  'horror_31',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f9/8b/f98bdf42af5e223bc0f6ea6bd0a48a53.jpg'),\n",
       " ('The Smitten Kitchen Cookbook',\n",
       "  'One',\n",
       "  23.59,\n",
       "  'food-and-drink_33',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/93/cb/93cb59d2fa8bab28812989e1a33b4cae.jpg'),\n",
       " ('The Silkworm (Cormoran Strike #2)',\n",
       "  'Five',\n",
       "  23.05,\n",
       "  'mystery_3',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/fa/d2/fad227281b25d606782218a33323991b.jpg'),\n",
       " ('The Sandman, Vol. 3: Dream Country (The Sandman (volumes) #3)',\n",
       "  'Five',\n",
       "  55.55,\n",
       "  'sequential-art_5',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/df/96/df96b9a9739d2421620bfb3622f3c2d0.jpg'),\n",
       " ('The Rose & the Dagger (The Wrath and the Dawn #2)',\n",
       "  'Four',\n",
       "  58.64,\n",
       "  'fantasy_19',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a9/b6/a9b62c069312790dd2d408b0b57a2976.jpg'),\n",
       " ('The Road to Little Dribbling: Adventures of an American in Britain (Notes From a Small Island #2)',\n",
       "  'One',\n",
       "  23.21,\n",
       "  'travel_2',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/26/f5/26f5d20239a45046e756c6d09611b3ea.jpg'),\n",
       " ('The Rise of Theodore Roosevelt (Theodore Roosevelt #1)',\n",
       "  'Three',\n",
       "  42.57,\n",
       "  'biography_36',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/4c/09/4c090b85892f532210e44d84b752b64d.jpg'),\n",
       " (\"The Restaurant at the End of the Universe (Hitchhiker's Guide to the Galaxy #2)\",\n",
       "  'One',\n",
       "  10.92,\n",
       "  'science-fiction_16',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/aa/8f/aa8fc991d84aca12ed94a0a2fa1099e5.jpg'),\n",
       " ('The Rest Is Noise: Listening to the Twentieth Century',\n",
       "  'One',\n",
       "  34.77,\n",
       "  'add-a-comment_18',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/fe/74/fe7494f92b03b9c178cf19a038011f18.jpg'),\n",
       " ('The Red Tent',\n",
       "  'Five',\n",
       "  35.66,\n",
       "  'historical-fiction_4',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/15/59/155942710c3ae4bd4ed622df9a999b99.jpg'),\n",
       " ('The Purpose Driven Life: What on Earth Am I Here for?',\n",
       "  'Three',\n",
       "  37.19,\n",
       "  'add-a-comment_18',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e8/67/e867d03f2a94d84ff1be5800a34b9a95.jpg'),\n",
       " ('The Purest Hook (Second Circle Tattoos #3)',\n",
       "  'One',\n",
       "  12.25,\n",
       "  'romance_8',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c2/9d/c29dbb9c163edb0e885f897063d619f3.jpg'),\n",
       " ('The Picture of Dorian Gray',\n",
       "  'Two',\n",
       "  29.7,\n",
       "  'classics_6',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/67/29/67297ff3ae6cb02884c52e5250fe7c1a.jpg'),\n",
       " ('The Paris Wife',\n",
       "  'Three',\n",
       "  36.8,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c4/81/c481876e0c0057308366ba37f7413b7e.jpg'),\n",
       " ('The Obsession',\n",
       "  'One',\n",
       "  45.43,\n",
       "  'romance_8',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a6/38/a63804d7adf6fb90b70b226702cb4f7b.jpg'),\n",
       " ('The Nightingale',\n",
       "  'Four',\n",
       "  26.26,\n",
       "  'fiction_10',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c6/ac/c6ac29eaf9e7de9de175d014d2132428.jpg'),\n",
       " ('The New Guy (and Other Senior Year Distractions)',\n",
       "  'Three',\n",
       "  44.92,\n",
       "  'young-adult_21',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/20/59/2059cab99f3edbb3971347b7a0812cdd.jpg'),\n",
       " ('The Nanny Diaries (Nanny #1)',\n",
       "  'Five',\n",
       "  52.53,\n",
       "  'womens-fiction_9',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e3/4e/e34e69942bf1327c602ef9754d02a022.jpg'),\n",
       " ('The Name of God is Mercy',\n",
       "  'Two',\n",
       "  37.25,\n",
       "  'nonfiction_13',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/01/7c/017c9fd993b4ebb5676213f6de1f96c5.jpg'),\n",
       " ('The Maze Runner (The Maze Runner #1)',\n",
       "  'One',\n",
       "  20.93,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e1/56/e156706ae507fdd59aa933675a480d07.jpg'),\n",
       " (\"The Lover's Dictionary\",\n",
       "  'Two',\n",
       "  58.09,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/0b/e9/0be9284a6b11e3517504aa9a44f87a3a.jpg'),\n",
       " ('The Lonely Ones',\n",
       "  'Five',\n",
       "  43.59,\n",
       "  'childrens_11',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ff/f6/fff64acb3c65cbea2ac9209c2a57af17.jpg'),\n",
       " (\"The Lean Startup: How Today's Entrepreneurs Use Continuous Innovation to Create Radically Successful Businesses\",\n",
       "  'Three',\n",
       "  33.92,\n",
       "  'business_35',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/52/6e/526e9f360da288db64ca70c89cdbcaa9.jpg'),\n",
       " ('The Last Painting of Sara de Vos',\n",
       "  'Two',\n",
       "  55.55,\n",
       "  'historical-fiction_4',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/1c/e4/1ce4c2573d65ebdc3c85d9a6592d57b1.jpg'),\n",
       " ('The Land of 10,000 Madonnas',\n",
       "  'Four',\n",
       "  29.64,\n",
       "  'young-adult_21',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/af/82/af82a0cccc29dd467330dab0325807c8.jpg'),\n",
       " ('The Infinities',\n",
       "  'One',\n",
       "  27.41,\n",
       "  'fiction_10',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c8/9e/c89ec72cf70f8d37e049223b90708a5a.jpg'),\n",
       " (\"The Husband's Secret\",\n",
       "  'Five',\n",
       "  52.51,\n",
       "  'fiction_10',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/95/27/9527e680e56bb3f8d9bf4e8882a3b723.jpg'),\n",
       " (\"The Hitchhiker's Guide to the Galaxy (Hitchhiker's Guide to the Galaxy #1)\",\n",
       "  'Three',\n",
       "  47.8,\n",
       "  'add-a-comment_18',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f4/00/f4000d1f2348894ec00679674a5b5d4f.jpg'),\n",
       " ('The Guns of August',\n",
       "  'Two',\n",
       "  14.54,\n",
       "  'history_32',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ca/23/ca23598be538026a7898232e8a1079d0.jpg'),\n",
       " ('The Guernsey Literary and Potato Peel Pie Society',\n",
       "  'One',\n",
       "  49.53,\n",
       "  'historical-fiction_4',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/98/e3/98e3925e5e6a66acf2cde918fc147205.jpg'),\n",
       " ('The Goldfinch',\n",
       "  'Three',\n",
       "  43.58,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d3/af/d3afd585a95c0b8b59f73f2948cef8c8.jpg'),\n",
       " ('The Giver (The Giver Quartet #1)',\n",
       "  'One',\n",
       "  12.3,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/fe/a1/fea18082a98781b8e87bdf99065f4887.jpg'),\n",
       " ('The Girl with All the Gifts',\n",
       "  'Three',\n",
       "  49.47,\n",
       "  'horror_31',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9a/91/9a911066cb404976bcc25dbc8817432a.jpg'),\n",
       " ('The Girl Who Played with Fire (Millennium Trilogy #2)',\n",
       "  'Two',\n",
       "  22.14,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/21/7f/217f8cd244c5dfbd2ed860695694f545.jpg'),\n",
       " (\"The Girl Who Kicked the Hornet's Nest (Millennium Trilogy #3)\",\n",
       "  'One',\n",
       "  57.48,\n",
       "  'add-a-comment_18',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/fb/c5/fbc5ed73ca9452af655115c7bd006e83.jpg'),\n",
       " ('The Exiled',\n",
       "  'Three',\n",
       "  43.45,\n",
       "  'mystery_3',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/dd/29/dd29147b962e4480491cac5bce41e4e4.jpg'),\n",
       " ('The End of Faith: Religion, Terror, and the Future of Reason',\n",
       "  'Four',\n",
       "  22.13,\n",
       "  'add-a-comment_18',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/69/97/69978f609f9c1cb470ce1aa0774cf9d1.jpg'),\n",
       " ('The Elegant Universe: Superstrings, Hidden Dimensions, and the Quest for the Ultimate Theory',\n",
       "  'Four',\n",
       "  13.03,\n",
       "  'science_22',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/5e/db/5edba3f8d50df6306bc5aa3f2516bd0c.jpg'),\n",
       " ('The Disappearing Spoon: And Other True Tales of Madness, Love, and the History of the World from the Periodic Table of the Elements',\n",
       "  'Five',\n",
       "  57.35,\n",
       "  'science_22',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/47/cd/47cd27d1ae8935f974541829eea328f2.jpg'),\n",
       " ('The Devil Wears Prada (The Devil Wears Prada #1)',\n",
       "  'One',\n",
       "  44.29,\n",
       "  'womens-fiction_9',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/21/ac/21acb843702d1448519cc8bf0d5da728.jpg'),\n",
       " ('The Demon-Haunted World: Science as a Candle in the Dark',\n",
       "  'Four',\n",
       "  52.25,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f2/a1/f2a18461821c1842a4bc8041de6a8d40.jpg'),\n",
       " ('The Day the Crayons Came Home (Crayons)',\n",
       "  'Five',\n",
       "  26.33,\n",
       "  'childrens_11',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/34/b2/34b2631bafd148bcd8dcd850a4b75971.jpg'),\n",
       " ('The Da Vinci Code (Robert Langdon #2)',\n",
       "  'Two',\n",
       "  22.96,\n",
       "  'fiction_10',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/90/81/90810ccd85e7f49b9040246800a19b44.jpg'),\n",
       " (\"The Cuckoo's Calling (Cormoran Strike #1)\",\n",
       "  'One',\n",
       "  19.21,\n",
       "  'mystery_3',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/72/ec/72ec24f082aba608ca37bc3aeaf57317.jpg'),\n",
       " ('The Complete Stories and Poems (The Works of Edgar Allan Poe [Cameo Edition])',\n",
       "  'Four',\n",
       "  26.78,\n",
       "  'classics_6',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/55/2d/552d55d44dcc0f27e98b3e7dc3959e1a.jpg'),\n",
       " ('The Complete Poems',\n",
       "  'Five',\n",
       "  41.32,\n",
       "  'add-a-comment_18',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e5/cb/e5cb32b76ae2e45823f1d50446c9ae58.jpg'),\n",
       " ('The Catcher in the Rye',\n",
       "  'One',\n",
       "  24.55,\n",
       "  'add-a-comment_18',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b4/54/b4540e3eb2e980d0c2b45c5c4432f28b.jpg'),\n",
       " ('The Cat in the Hat (Beginner Books B-1)',\n",
       "  'Two',\n",
       "  16.26,\n",
       "  'childrens_11',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/3c/45/3c4578b3f58e5b4afea86f886b201fd8.jpg'),\n",
       " ('The Case for Christ (Cases for Christianity)',\n",
       "  'One',\n",
       "  47.84,\n",
       "  'add-a-comment_18',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/fc/42/fc42d56ac8d3ee46bfea880d0cf46a5e.jpg'),\n",
       " ('The Book Thief',\n",
       "  'Two',\n",
       "  53.49,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/54/0b/540bd6b063db9cc37fcfa7d9d8a97c7d.jpg'),\n",
       " ('The Book of Basketball: The NBA According to The Sports Guy',\n",
       "  'Five',\n",
       "  44.84,\n",
       "  'sports-and-games_17',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/73/bb/73bbe0a70806f8a732b9a7a7a343c5ec.jpg'),\n",
       " ('The Blind Side: Evolution of a Game',\n",
       "  'Five',\n",
       "  53.71,\n",
       "  'add-a-comment_18',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a2/2a/a22a10fdc420dce290c7c85dde23f093.jpg'),\n",
       " ('The Autobiography of Malcolm X',\n",
       "  'Two',\n",
       "  23.43,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d7/4d/d74ddd5fd851eb01a201e7de7f4d5832.jpg'),\n",
       " ('The Art of Simple Food: Notes, Lessons, and Recipes from a Delicious Revolution',\n",
       "  'Three',\n",
       "  34.32,\n",
       "  'food-and-drink_33',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ce/50/ce507dd8849b38d2c3eebb0e691c1aab.jpg'),\n",
       " ('The Art of Fielding',\n",
       "  'One',\n",
       "  22.1,\n",
       "  'fiction_10',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/8a/fe/8afee4ecfc952010bcb70f72e4728d16.jpg'),\n",
       " (\"Surely You're Joking, Mr. Feynman!: Adventures of a Curious Character\",\n",
       "  'Two',\n",
       "  25.83,\n",
       "  'science_22',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a5/50/a550edf8668b36d52d37080a804944ab.jpg'),\n",
       " ('Stiff: The Curious Lives of Human Cadavers',\n",
       "  'Three',\n",
       "  36.74,\n",
       "  'nonfiction_13',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/00/01/0001685f344cae0e6921bc3f8256b54e.jpg'),\n",
       " ('Spilled Milk: Based on a True Story',\n",
       "  'One',\n",
       "  49.51,\n",
       "  'nonfiction_13',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2e/a3/2ea30e892e0060412f854b31a4e72e47.jpg'),\n",
       " ('Something Borrowed (Darcy & Rachel #1)',\n",
       "  'Five',\n",
       "  48.96,\n",
       "  'womens-fiction_9',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/82/ed/82ed95c8c6c3ee6171fe3b55d766a9ec.jpg'),\n",
       " ('Something Blue (Darcy & Rachel #2)',\n",
       "  'One',\n",
       "  54.62,\n",
       "  'womens-fiction_9',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/29/26/2926c885f673e84d7fc46240b1f77eb2.jpg'),\n",
       " ('Soldier (Talon #3)',\n",
       "  'Two',\n",
       "  24.72,\n",
       "  'fantasy_19',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/79/15/7915bf4c3d1a2f7fd39c4edff580e91f.jpg'),\n",
       " ('Shopaholic & Baby (Shopaholic #5)',\n",
       "  'Two',\n",
       "  46.45,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/75/b1/75b1b239670c929c4e17b9a67ebb6272.jpg'),\n",
       " ('Seven Days in the Art World',\n",
       "  'Two',\n",
       "  52.33,\n",
       "  'add-a-comment_18',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/92/2f/922f6fcd3282a0da76cc14fc13ae2411.jpg'),\n",
       " ('Seven Brief Lessons on Physics',\n",
       "  'Four',\n",
       "  30.6,\n",
       "  'science_22',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ae/f9/aef933758e39ba5e4327b2152478bb1a.jpg'),\n",
       " ('Scarlet (The Lunar Chronicles #2)',\n",
       "  'Four',\n",
       "  14.57,\n",
       "  'young-adult_21',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/97/04/9704e3b9203e9b029134d0b86c17613b.jpg'),\n",
       " (\"Sarah's Key\",\n",
       "  'One',\n",
       "  46.29,\n",
       "  'add-a-comment_18',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/36/94/3694ded38770738af6a6959636124331.jpg'),\n",
       " ('Saga, Volume 3 (Saga (Collected Editions) #3)',\n",
       "  'Five',\n",
       "  21.57,\n",
       "  'sequential-art_5',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/55/89/5589eb7a8127d04add1c4205186d91d4.jpg'),\n",
       " ('Running with Scissors',\n",
       "  'Four',\n",
       "  12.91,\n",
       "  'autobiography_27',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/4c/e1/4ce1ed40df359e001020e1ea55674381.jpg'),\n",
       " ('Rogue Lawyer (Rogue Lawyer #1)',\n",
       "  'Three',\n",
       "  50.11,\n",
       "  'add-a-comment_18',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2d/d0/2dd096d0fa0af96560c16aeffea83d4a.jpg'),\n",
       " ('Rise of the Rocket Girls: The Women Who Propelled Us, from Missiles to the Moon to Mars',\n",
       "  'Four',\n",
       "  41.67,\n",
       "  'nonfiction_13',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/1c/41/1c41d9cb63d3627fc60a1f3ba42da963.jpg'),\n",
       " ('Rework',\n",
       "  'Two',\n",
       "  44.88,\n",
       "  'business_35',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/12/23/12233a9d0bf8187a988c27c6a54b3d31.jpg'),\n",
       " ('Reservations for Two',\n",
       "  'Three',\n",
       "  11.1,\n",
       "  'romance_8',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/7a/13/7a13d10c37d4b975145bfa493f69fbf0.jpg'),\n",
       " ('Red: The True Story of Red Riding Hood',\n",
       "  'Three',\n",
       "  28.54,\n",
       "  'childrens_11',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9d/dd/9ddd21ce54bf11eb84bf6986decb9915.jpg'),\n",
       " ('Ready Player One',\n",
       "  'Four',\n",
       "  19.07,\n",
       "  'science-fiction_16',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b9/af/b9afd75c09ff7bf82c9a158a34cb993d.jpg'),\n",
       " (\"Quiet: The Power of Introverts in a World That Can't Stop Talking\",\n",
       "  'One',\n",
       "  43.55,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/15/fd/15fd39b56579a9038ad1233ceb91951d.jpg'),\n",
       " ('Prodigy: The Graphic Novel (Legend: The Graphic Novel #2)',\n",
       "  'Three',\n",
       "  43.63,\n",
       "  'sequential-art_5',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/1b/8b/1b8b733db667fc3a7bbca0d65fa078f1.jpg'),\n",
       " ('Persepolis: The Story of a Childhood (Persepolis #1-2)',\n",
       "  'One',\n",
       "  39.13,\n",
       "  'sequential-art_5',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9d/5f/9d5f4a231a2ee898ed76f603b3e40163.jpg'),\n",
       " ('Packing for Mars: The Curious Science of Life in the Void',\n",
       "  'Two',\n",
       "  56.68,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f1/33/f13365561defe8ad6f80c26d2216633c.jpg'),\n",
       " ('Outliers: The Story of Success',\n",
       "  'One',\n",
       "  14.16,\n",
       "  'nonfiction_13',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/7c/7f/7c7f3a48d03cdbdd87c07482711b72f9.jpg'),\n",
       " ('Original Fake',\n",
       "  'Three',\n",
       "  31.45,\n",
       "  'sequential-art_5',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/39/99/3999845b6800427aad3d45041586a171.jpg'),\n",
       " ('Orange Is the New Black',\n",
       "  'Two',\n",
       "  24.61,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c4/cf/c4cf1668dcb49c698e8cc2c6553b1237.jpg'),\n",
       " ('One for the Money (Stephanie Plum #1)',\n",
       "  'Two',\n",
       "  32.87,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/3f/7a/3f7a775ec9fe618e122e3d3b4f91dc22.jpg'),\n",
       " ('Notes from a Small Island (Notes From a Small Island #1)',\n",
       "  'One',\n",
       "  40.17,\n",
       "  'nonfiction_13',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/8f/40/8f40ba4f73d2c70e0ccc15d77dc3c220.jpg'),\n",
       " ('Night (The Night Trilogy #1)',\n",
       "  'One',\n",
       "  13.51,\n",
       "  'nonfiction_13',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b2/45/b245b0b715de260634e66a05a024cc52.jpg'),\n",
       " ('Neither Here nor There: Travels in Europe',\n",
       "  'Three',\n",
       "  38.95,\n",
       "  'travel_2',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c9/9a/c99a7a05537cd842eb4db83d537e3a4d.jpg'),\n",
       " ('Naked',\n",
       "  'Three',\n",
       "  31.69,\n",
       "  'humor_30',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/80/2b/802b92421a7314b0a6afef8a9754cf5c.jpg'),\n",
       " ('Morning Star (Red Rising #3)',\n",
       "  'One',\n",
       "  29.4,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/53/4b/534bffd5988b0ddf6b587de76fa63d9a.jpg'),\n",
       " ('Miracles from Heaven: A Little Girl, Her Journey to Heaven, and Her Amazing Story of Healing',\n",
       "  'One',\n",
       "  57.83,\n",
       "  'nonfiction_13',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/60/cd/60cda3c756f14ef6625b979cfeb230ea.jpg'),\n",
       " ('Midnight Riot (Peter Grant/ Rivers of London - books #1)',\n",
       "  'Two',\n",
       "  55.46,\n",
       "  'fantasy_19',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/cd/65/cd65e4ee648ae23f6cdafb41e4948d6e.jpg'),\n",
       " ('Me Talk Pretty One Day',\n",
       "  'Two',\n",
       "  57.6,\n",
       "  'autobiography_27',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/61/b2/61b220c2079a45a7975a397c8849e00e.jpg'),\n",
       " ('Manuscript Found in Accra',\n",
       "  'Two',\n",
       "  34.98,\n",
       "  'add-a-comment_18',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d9/54/d9540861f39f0b181b3fb13d57025f0c.jpg'),\n",
       " ('Lust & Wonder',\n",
       "  'Two',\n",
       "  11.87,\n",
       "  'autobiography_27',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/25/1c/251ce4355601534338a646f2b63be93a.jpg'),\n",
       " ('Lila (Gilead #3)',\n",
       "  'Three',\n",
       "  12.47,\n",
       "  'fiction_10',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9b/37/9b37bcfb1a44dabbef36f5bf899df4b0.jpg'),\n",
       " (\"Life, the Universe and Everything (Hitchhiker's Guide to the Galaxy #3)\",\n",
       "  'Two',\n",
       "  33.26,\n",
       "  'science-fiction_16',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/54/ca/54cac05a3026d35e713133a1fe49f6c8.jpg'),\n",
       " ('Life Without a Recipe',\n",
       "  'Five',\n",
       "  59.04,\n",
       "  'autobiography_27',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9e/4f/9e4fb935df3113056cc9bdee6cd09ea6.jpg'),\n",
       " ('Life After Life',\n",
       "  'Two',\n",
       "  26.13,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/60/4b/604b6a188b8ad3cfaeda67039399fcb6.jpg'),\n",
       " ('Letter to a Christian Nation',\n",
       "  'One',\n",
       "  22.2,\n",
       "  'nonfiction_13',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/88/21/8821ea9cd21326e41e095619b822a4a8.jpg'),\n",
       " (\"Let's Pretend This Never Happened: A Mostly True Memoir\",\n",
       "  'One',\n",
       "  45.11,\n",
       "  'nonfiction_13',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f5/8a/f58a15a50b2d70a4a8fd4fa6485a7009.jpg'),\n",
       " ('Legend (Legend #1)',\n",
       "  'Four',\n",
       "  43.69,\n",
       "  'young-adult_21',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/57/8f/578f1512a0f0a9d3c2ab9543f7b4506f.jpg'),\n",
       " ('Lean In: Women, Work, and the Will to Lead',\n",
       "  'One',\n",
       "  25.02,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c2/4f/c24fc1d77ec9dd6e0c863484041c482f.jpg'),\n",
       " (\"Lamb: The Gospel According to Biff, Christ's Childhood Pal\",\n",
       "  'Five',\n",
       "  55.5,\n",
       "  'humor_30',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c4/69/c469440eeffdd84ac3f4b09bd575c548.jpg'),\n",
       " ('Lady Renegades (Rebel Belle #3)',\n",
       "  'Five',\n",
       "  53.04,\n",
       "  'young-adult_21',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/86/36/8636b9056ea6930c153cd1d5b4aed36a.jpg'),\n",
       " ('Jurassic Park (Jurassic Park #1)',\n",
       "  'One',\n",
       "  44.97,\n",
       "  'fiction_10',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/26/9e/269e8962f39f359559a46cae86576128.jpg'),\n",
       " (\"It's Never Too Late to Begin Again: Discovering Creativity and Meaning at Midlife and Beyond\",\n",
       "  'One',\n",
       "  42.38,\n",
       "  'nonfiction_13',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/27/f5/27f54466115767b767133ee034543cb5.jpg'),\n",
       " ('Is Everyone Hanging Out Without Me? (And Other Concerns)',\n",
       "  'Three',\n",
       "  20.11,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/80/4f/804fbcee4a4afa6498badaa12709c049.jpg'),\n",
       " ('Into the Wild',\n",
       "  'Five',\n",
       "  56.7,\n",
       "  'nonfiction_13',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/de/c9/dec9168a8a3876b60feedb68aeb0225b.jpg'),\n",
       " ('Inferno (Robert Langdon #4)',\n",
       "  'Five',\n",
       "  41.0,\n",
       "  'fiction_10',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ec/15/ec15a39e6f193636635f20a7354b08f6.jpg'),\n",
       " (\"In the Garden of Beasts: Love, Terror, and an American Family in Hitler's Berlin\",\n",
       "  'Three',\n",
       "  28.85,\n",
       "  'nonfiction_13',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b5/a2/b5a295c15ac586c6daa84e6e20f47b06.jpg'),\n",
       " ('If I Run (If I Run #1)',\n",
       "  'Four',\n",
       "  49.97,\n",
       "  'christian-fiction_34',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/54/17/54179d9af49616b1ef35a0bb23294b14.jpg'),\n",
       " (\"I've Got Your Number\",\n",
       "  'One',\n",
       "  19.69,\n",
       "  'womens-fiction_9',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/3d/40/3d407a69fe55223fb4cfec577a9a8ee2.jpg'),\n",
       " ('I Am Malala: The Girl Who Stood Up for Education and Was Shot by the Taliban',\n",
       "  'Two',\n",
       "  28.88,\n",
       "  'nonfiction_13',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/69/07/69077c48327b2702f44adc035fcc1ce4.jpg'),\n",
       " ('Hungry Girl Clean & Hungry: Easy All-Natural Recipes for Healthy Eating in the Real World',\n",
       "  'Three',\n",
       "  33.14,\n",
       "  'food-and-drink_33',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/54/63/54630f76b730d2d00dc8d75921992af2.jpg'),\n",
       " ('House of Lost Worlds: Dinosaurs, Dynasties, and the Story of Life on Earth',\n",
       "  'Two',\n",
       "  43.7,\n",
       "  'history_32',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f5/b7/f5b783f6cfdfe30895d912f9e337bb22.jpg'),\n",
       " ('House of Leaves',\n",
       "  'One',\n",
       "  54.89,\n",
       "  'horror_31',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/20/c2/20c2ff61355569b4f84e2f847e37db25.jpg'),\n",
       " ('Horrible Bear!',\n",
       "  'Two',\n",
       "  37.52,\n",
       "  'childrens_11',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9f/9c/9f9c8afb3befd7ab2629c76983445766.jpg'),\n",
       " ('Holidays on Ice',\n",
       "  'Two',\n",
       "  51.07,\n",
       "  'humor_30',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/57/4c/574cbab555bb7d21e50b20267383e45d.jpg'),\n",
       " ('Heir to the Sky',\n",
       "  'Four',\n",
       "  44.07,\n",
       "  'fantasy_19',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/36/39/36393f3294ab28afe4a2117fc987be75.jpg'),\n",
       " ('Green Eggs and Ham (Beginner Books B-16)',\n",
       "  'Four',\n",
       "  10.79,\n",
       "  'childrens_11',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/38/91/38916e718a4a117d62cbb8e10c7443ff.jpg'),\n",
       " ('Grayson, Vol 3: Nemesis (Grayson #3)',\n",
       "  'One',\n",
       "  42.72,\n",
       "  'sequential-art_5',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a9/10/a9105d5dbdc6a339c21d6635b3dc1697.jpg'),\n",
       " ('Gratitude',\n",
       "  'Five',\n",
       "  26.66,\n",
       "  'nonfiction_13',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/56/73/5673fea5d08ad840ade774146ce07b28.jpg'),\n",
       " ('Gone Girl',\n",
       "  'Five',\n",
       "  37.6,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/73/21/7321b201d1c51a1c3b777a72c4bc0ea9.jpg'),\n",
       " ('Golden (Heart of Dread #3)',\n",
       "  'Four',\n",
       "  42.21,\n",
       "  'young-adult_21',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c2/8b/c28ba565e29fd6879ccf4738fbf06696.jpg'),\n",
       " ('Girl in the Blue Coat',\n",
       "  'Two',\n",
       "  46.83,\n",
       "  'historical-fiction_4',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/15/ea/15eaabd188af8916c4a37d135f7b8952.jpg'),\n",
       " ('Fruits Basket, Vol. 3 (Fruits Basket #3)',\n",
       "  'Two',\n",
       "  45.17,\n",
       "  'sequential-art_5',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/85/d2/85d2821dbc2d274f516582449199015e.jpg'),\n",
       " ('Friday Night Lights: A Town, a Team, and a Dream',\n",
       "  'Three',\n",
       "  51.22,\n",
       "  'sports-and-games_17',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/89/e8/89e87f1e98993377949855563aa1f982.jpg'),\n",
       " ('Fire Bound (Sea Haven/Sisters of the Heart #5)',\n",
       "  'Four',\n",
       "  21.28,\n",
       "  'add-a-comment_18',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/33/fb/33fba23401f34bd8cd5287f5ca640502.jpg'),\n",
       " ('Fifty Shades Freed (Fifty Shades #3)',\n",
       "  'Five',\n",
       "  15.36,\n",
       "  'adult-fiction_29',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f4/07/f407d3bbf457d35701dfe72ee9ef3b68.jpg'),\n",
       " ('Fellside',\n",
       "  'One',\n",
       "  38.62,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/cc/06/cc0645a0e77fc831377456199f9e0a94.jpg'),\n",
       " ('Extreme Prey (Lucas Davenport #26)',\n",
       "  'Three',\n",
       "  25.4,\n",
       "  'mystery_3',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/0a/b2/0ab24d35793497f6a72137191b91659e.jpg'),\n",
       " ('Eragon (The Inheritance Cycle #1)',\n",
       "  'Three',\n",
       "  43.87,\n",
       "  'fantasy_19',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/8e/5a/8e5a6639c7e2f9b59ff15f04a3b055e1.jpg'),\n",
       " ('Eclipse (Twilight #3)',\n",
       "  'One',\n",
       "  18.74,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/cf/04/cf0433b690aab40a7ceddb682c90a54b.jpg'),\n",
       " ('Dune (Dune #1)',\n",
       "  'One',\n",
       "  54.86,\n",
       "  'science-fiction_16',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/63/a9/63a9a4e0c8e3c6ee2075a766b873cd31.jpg'),\n",
       " ('Dracula',\n",
       "  'Three',\n",
       "  52.62,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/16/0e/160e4bca2350f51d5ec2fe4a0f88543a.jpg'),\n",
       " ('Do Androids Dream of Electric Sheep? (Blade Runner #1)',\n",
       "  'One',\n",
       "  51.48,\n",
       "  'science-fiction_16',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c7/a3/c7a3d04df9cbc857b149cd76d32e3030.jpg'),\n",
       " ('Disrupted: My Misadventure in the Start-Up Bubble',\n",
       "  'Five',\n",
       "  15.28,\n",
       "  'nonfiction_13',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b7/2e/b72ee05aebe1a2563e30582a35bb5372.jpg'),\n",
       " ('Dead Wake: The Last Crossing of the Lusitania',\n",
       "  'Five',\n",
       "  39.24,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/18/6b/186b3ff364117b6771a99d18b944e801.jpg'),\n",
       " ('David and Goliath: Underdogs, Misfits, and the Art of Battling Giants',\n",
       "  'One',\n",
       "  17.81,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e5/2a/e52aa0bc6f8fcf894ffbe132b68f903e.jpg'),\n",
       " ('Darkfever (Fever #1)',\n",
       "  'One',\n",
       "  56.02,\n",
       "  'fantasy_19',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f2/53/f253cb694eae2cc512e395f2d54eefd5.jpg'),\n",
       " ('Dark Places',\n",
       "  'Five',\n",
       "  23.9,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/48/77/48772730eb8ab688bcded3c230049e60.jpg'),\n",
       " ('Crazy Rich Asians (Crazy Rich Asians #1)',\n",
       "  'Five',\n",
       "  49.13,\n",
       "  'fiction_10',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/05/37/053789bf4a9b520bf76fc9eea14e780e.jpg'),\n",
       " ('Counting Thyme',\n",
       "  'One',\n",
       "  10.62,\n",
       "  'childrens_11',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/1a/53/1a53aab1bf630cb7da16181d405987cc.jpg'),\n",
       " ('Cosmos',\n",
       "  'Two',\n",
       "  36.17,\n",
       "  'add-a-comment_18',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e9/6e/e96eeedd915f4af106df0977404a0b8f.jpg'),\n",
       " ('Civilization and Its Discontents',\n",
       "  'Two',\n",
       "  59.95,\n",
       "  'psychology_26',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/5c/27/5c2728296f41f2f0fb52142e35f49570.jpg'),\n",
       " ('Cinder (The Lunar Chronicles #1)',\n",
       "  'One',\n",
       "  26.09,\n",
       "  'young-adult_21',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/55/2d/552d4630bed694b33b042990e30722d3.jpg'),\n",
       " (\"Catastrophic Happiness: Finding Joy in Childhood's Messy Years\",\n",
       "  'Two',\n",
       "  37.35,\n",
       "  'parenting_28',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/3c/b9/3cb9c84d2a6a66f8bb6601d4f33deaa0.jpg'),\n",
       " ('Career of Evil (Cormoran Strike #3)',\n",
       "  'Two',\n",
       "  24.72,\n",
       "  'mystery_3',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/40/f8/40f897ffbfda6e88e5763c157cfd0930.jpg'),\n",
       " ('Breaking Dawn (Twilight #4)',\n",
       "  'Five',\n",
       "  35.28,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/7f/14/7f14ab5b29802231676c975915fdaa46.jpg'),\n",
       " ('Brave Enough',\n",
       "  'Five',\n",
       "  51.32,\n",
       "  'nonfiction_13',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/52/f5/52f5c0cb27e1f26b2639ff3f78acf833.jpg'),\n",
       " ('Boy Meets Boy',\n",
       "  'Three',\n",
       "  21.12,\n",
       "  'young-adult_21',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/86/3c/863c3b48499a99392aace127df8b43e5.jpg'),\n",
       " ('Born to Run: A Hidden Tribe, Superathletes, and the Greatest Race the World Has Never Seen',\n",
       "  'Two',\n",
       "  27.35,\n",
       "  'nonfiction_13',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/3a/bd/3abdfc779aede13dbd2eefe34f91dbb1.jpg'),\n",
       " ('Blink: The Power of Thinking Without Thinking',\n",
       "  'Five',\n",
       "  21.74,\n",
       "  'nonfiction_13',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/41/be/41be12dcc78968882b11108acb79d1c7.jpg'),\n",
       " ('Black Flags: The Rise of ISIS',\n",
       "  'One',\n",
       "  40.87,\n",
       "  'nonfiction_13',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/54/a3/54a3916506dc5bd1a6ea2200a3d0b28f.jpg'),\n",
       " ('Black Butler, Vol. 1 (Black Butler #1)',\n",
       "  'One',\n",
       "  49.31,\n",
       "  'sequential-art_5',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/86/bb/86bb13ef73474e6e96acea6e5ff44231.jpg'),\n",
       " ('Big Little Lies',\n",
       "  'One',\n",
       "  22.11,\n",
       "  'fiction_10',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c5/3f/c53fd6a9300ac091351e3830273a4d42.jpg'),\n",
       " ('Between Shades of Gray',\n",
       "  'Five',\n",
       "  20.79,\n",
       "  'historical-fiction_4',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/df/45/df45004c7a4c3940946ad09f85805565.jpg'),\n",
       " (\"Best of My Love (Fool's Gold #20)\",\n",
       "  'Two',\n",
       "  27.41,\n",
       "  'romance_8',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c1/0a/c10a83087db24c35f88555f2b8511e9e.jpg'),\n",
       " ('Beowulf',\n",
       "  'Two',\n",
       "  38.35,\n",
       "  'classics_6',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/3d/8c/3d8cd7a42d3e57cb10e02f9ab76bd549.jpg'),\n",
       " ('Beautiful Creatures (Caster Chronicles #1)',\n",
       "  'Five',\n",
       "  21.55,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/82/30/82301a313be5a9ef4cedce8c79a54669.jpg'),\n",
       " ('Awkward',\n",
       "  'Two',\n",
       "  38.02,\n",
       "  'sequential-art_5',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/71/82/718278fb0edaa50e1f1930cdd2048d87.jpg'),\n",
       " ('Ash',\n",
       "  'Four',\n",
       "  22.06,\n",
       "  'fantasy_19',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/20/ea/20ea16f618488e65f6abc5535fa77610.jpg'),\n",
       " ('Are We There Yet?',\n",
       "  'Three',\n",
       "  10.66,\n",
       "  'childrens_11',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/5d/c7/5dc7a906a9257824ae5aca5e33dfb0cd.jpg'),\n",
       " ('Are We Smart Enough to Know How Smart Animals Are?',\n",
       "  'One',\n",
       "  56.58,\n",
       "  'nonfiction_13',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/18/c1/18c1089811f55295b689bda892628fee.jpg'),\n",
       " ('Annie on My Mind',\n",
       "  'Five',\n",
       "  36.83,\n",
       "  'young-adult_21',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/78/2c/782c8d1e4ab324d978c5dadca02e8cd8.jpg'),\n",
       " ('And Then There Were None',\n",
       "  'Two',\n",
       "  35.01,\n",
       "  'classics_6',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/6f/b0/6fb0c3064656f888125ab577b6a01867.jpg'),\n",
       " ('A Walk in the Woods: Rediscovering America on the Appalachian Trail',\n",
       "  'Four',\n",
       "  30.48,\n",
       "  'nonfiction_13',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/39/51/3951dc08d449aa692ce82eefb692254e.jpg'),\n",
       " ('A Visit from the Goon Squad',\n",
       "  'Five',\n",
       "  14.08,\n",
       "  'default_15',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/fb/b0/fbb08b1e3eb34d5401e815e40eab0df9.jpg'),\n",
       " ('A Storm of Swords (A Song of Ice and Fire #3)',\n",
       "  'Two',\n",
       "  31.22,\n",
       "  'fantasy_19',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/0b/c8/0bc884c23d4204aec7bbf35d5e8849f6.jpg'),\n",
       " ('A Heartbreaking Work of Staggering Genius',\n",
       "  'Five',\n",
       "  54.29,\n",
       "  'autobiography_27',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/47/f3/47f3d4f1e85773bf41ba64a036e37994.jpg'),\n",
       " ('8 Keys to Mental Health Through Exercise',\n",
       "  'One',\n",
       "  31.04,\n",
       "  'psychology_26',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/37/5e/375e0267fe12e7aa1f9f7f2bd2711ecb.jpg'),\n",
       " ('#GIRLBOSS',\n",
       "  'One',\n",
       "  50.96,\n",
       "  'add-a-comment_18',\n",
       "  3.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/4d/3a/4d3a9198fd6fd7b66ad7742b37c7f3ac.jpg'),\n",
       " ('The Suffragettes (Little Black Classics, #96)',\n",
       "  'Two',\n",
       "  11.89,\n",
       "  'nonfiction_13',\n",
       "  2.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/8f/39/8f399ee98cb1a7c77525123b00d4b3e0.jpg'),\n",
       " ('The Sense of an Ending',\n",
       "  'Three',\n",
       "  31.38,\n",
       "  'add-a-comment_18',\n",
       "  2.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c4/d2/c4d2764a45584960ee18de814191e21a.jpg'),\n",
       " (\"The Sandman, Vol. 2: The Doll's House (The Sandman (volumes) #2)\",\n",
       "  'One',\n",
       "  54.81,\n",
       "  'sequential-art_5',\n",
       "  2.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b3/48/b3481a7849a7d98131ced57476bb2f26.jpg'),\n",
       " ('The Course of Love',\n",
       "  'Three',\n",
       "  16.78,\n",
       "  'fiction_10',\n",
       "  2.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c9/b9/c9b9ce0ea36cc737d1693ac89c5d0361.jpg'),\n",
       " ('Sugar Rush (Offensive Line #2)',\n",
       "  'One',\n",
       "  24.42,\n",
       "  'sports-and-games_17',\n",
       "  2.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/10/65/106598cd8f3437c26a92cbda0a5a08bb.jpg'),\n",
       " ('Saga, Volume 2 (Saga (Collected Editions) #2)',\n",
       "  'Three',\n",
       "  11.75,\n",
       "  'sequential-art_5',\n",
       "  2.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/bd/1e/bd1e9e86b838676121bc4954ab40712a.jpg'),\n",
       " ('Run, Spot, Run: The Ethics of Keeping Pets',\n",
       "  'One',\n",
       "  20.02,\n",
       "  'philosophy_7',\n",
       "  2.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/8c/bf/8cbf4667b5798cb8195f1e126ddd6a5c.jpg'),\n",
       " ('New Moon (Twilight #2)',\n",
       "  'Four',\n",
       "  12.86,\n",
       "  'young-adult_21',\n",
       "  2.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/dc/d6/dcd6ccbed1f8003d5bf53e2791c5abe7.jpg'),\n",
       " ('Life',\n",
       "  'Five',\n",
       "  31.58,\n",
       "  'music_14',\n",
       "  2.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9b/61/9b6155b8013ed9e05ef8a85b4117165b.jpg'),\n",
       " (\"Kindle Paperwhite User's Guide\",\n",
       "  'Three',\n",
       "  34.0,\n",
       "  'nonfiction_13',\n",
       "  2.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/06/71/0671e3db3053c0dc22122eda29d6734c.jpg'),\n",
       " ('H is for Hawk',\n",
       "  'Five',\n",
       "  57.42,\n",
       "  'nonfiction_13',\n",
       "  2.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/14/00/140096c16c6e0b5d6df9d19f9493e8a5.jpg'),\n",
       " ('Girl Online On Tour (Girl Online #2)',\n",
       "  'One',\n",
       "  53.47,\n",
       "  'young-adult_21',\n",
       "  2.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/5a/36/5a36c880b8762469cd3d67dc05427128.jpg'),\n",
       " ('Fruits Basket, Vol. 2 (Fruits Basket #2)',\n",
       "  'Five',\n",
       "  11.64,\n",
       "  'sequential-art_5',\n",
       "  2.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/87/36/8736be56d958f5d8d855108afb206c9f.jpg'),\n",
       " ('Diary of a Minecraft Zombie Book 1: A Scare of a Dare (An Unofficial Minecraft Book)',\n",
       "  'Four',\n",
       "  52.88,\n",
       "  'childrens_11',\n",
       "  2.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a8/9a/a89a1b7ffea60884f203877bb89f6ef4.jpg'),\n",
       " ('Y: The Last Man, Vol. 1: Unmanned (Y: The Last Man #1)',\n",
       "  'Four',\n",
       "  18.51,\n",
       "  'sequential-art_5',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/31/3f/313fb7d006c8c507d63ce7e96b56d925.jpg'),\n",
       " ('While You Were Mine',\n",
       "  'Five',\n",
       "  41.32,\n",
       "  'historical-fiction_4',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/4f/7c/4f7cde01c9711886ef5a8fa14996a52d.jpg'),\n",
       " ('Where Lightning Strikes (Bleeding Stars #3)',\n",
       "  'Three',\n",
       "  39.77,\n",
       "  'romance_8',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a3/50/a35037c93fbc48a1a62dc74c71f62779.jpg'),\n",
       " (\"When I'm Gone\",\n",
       "  'Three',\n",
       "  51.96,\n",
       "  'fiction_10',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f8/dd/f8ddbaef30884ed017b662b4069b78d4.jpg'),\n",
       " ('Ways of Seeing',\n",
       "  'Five',\n",
       "  39.51,\n",
       "  'art_25',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a5/54/a5542b7abc8673ea8254a3fe93b23e4e.jpg'),\n",
       " ('Vampire Knight, Vol. 1 (Vampire Knight #1)',\n",
       "  'One',\n",
       "  15.4,\n",
       "  'paranormal_24',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/39/82/39826643a2e100f9e763079d7d5867f4.jpg'),\n",
       " ('Vampire Girl (Vampire Girl #1)',\n",
       "  'Two',\n",
       "  53.82,\n",
       "  'fantasy_19',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/32/8d/328dc781f0faaa70e67f9a04ef601d3c.jpg'),\n",
       " ('Twenty Love Poems and a Song of Despair',\n",
       "  'Four',\n",
       "  30.95,\n",
       "  'poetry_23',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ec/10/ec10f11ff0ea13c17a42d81b03896235.jpg'),\n",
       " ('Travels with Charley: In Search of America',\n",
       "  'Five',\n",
       "  57.82,\n",
       "  'nonfiction_13',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/3f/c2/3fc2d771fe5f12df5de998d99036a35a.jpg'),\n",
       " ('Three Wishes (River of Time: California #1)',\n",
       "  'Two',\n",
       "  44.18,\n",
       "  'science-fiction_16',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/48/e6/48e697e9c8bba8ca04a3064551cda630.jpg'),\n",
       " ('This One Moment (Pushing Limits #1)',\n",
       "  'One',\n",
       "  48.71,\n",
       "  'romance_8',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/bb/8b/bb8b7e644c005aba53d55240b54952ae.jpg'),\n",
       " ('The Zombie Room',\n",
       "  'Five',\n",
       "  19.69,\n",
       "  'default_15',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ca/4a/ca4a9ba7acfea039f1abeff1d95d9674.jpg'),\n",
       " ('The Wicked + The Divine, Vol. 1: The Faust Act (The Wicked + The Divine)',\n",
       "  'Two',\n",
       "  36.52,\n",
       "  'sequential-art_5',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2a/29/2a296946d7a2ed3829e57d6b155be43b.jpg'),\n",
       " ('The Tumor',\n",
       "  'Five',\n",
       "  41.56,\n",
       "  'nonfiction_13',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/8a/14/8a14b06317e794b3469e57d20270f80f.jpg'),\n",
       " ('The Story of Hong Gildong',\n",
       "  'Four',\n",
       "  43.19,\n",
       "  'classics_6',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b5/5b/b55be7e5c18b62cef6ebeae404f7f643.jpg'),\n",
       " ('The Silent Wife',\n",
       "  'Five',\n",
       "  12.34,\n",
       "  'fiction_10',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a6/37/a6378b97d817267de38ba58dfd0db412.jpg'),\n",
       " ('The Silent Twin (Detective Jennifer Knight #3)',\n",
       "  'Three',\n",
       "  36.25,\n",
       "  'fantasy_19',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c1/80/c1800f5a0eaaaea8c2283b129cbac4ae.jpg'),\n",
       " ('The Selfish Gene',\n",
       "  'One',\n",
       "  29.45,\n",
       "  'science_22',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d7/63/d763b806d6f0fb6580f16d08e00bdba6.jpg'),\n",
       " ('The Secret Healer',\n",
       "  'Three',\n",
       "  34.56,\n",
       "  'historical-fiction_4',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/3e/59/3e59b2225c72d3dcf40a306e2b983314.jpg'),\n",
       " ('The Sandman, Vol. 1: Preludes and Nocturnes (The Sandman (volumes) #1)',\n",
       "  'Three',\n",
       "  54.12,\n",
       "  'sequential-art_5',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/35/18/3518d80c6b73f9c76e9713af42b9c8e1.jpg'),\n",
       " ('The Republic',\n",
       "  'Three',\n",
       "  33.78,\n",
       "  'add-a-comment_18',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ab/bf/abbf443d42de3bad8d145794534934bb.jpg'),\n",
       " ('The Odyssey',\n",
       "  'Three',\n",
       "  29.64,\n",
       "  'add-a-comment_18',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/46/09/4609b4e20bb1d076693b2d24e8e90704.jpg'),\n",
       " (\"The No. 1 Ladies' Detective Agency (No. 1 Ladies' Detective Agency #1)\",\n",
       "  'Four',\n",
       "  57.7,\n",
       "  'mystery_3',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/62/8c/628c0151226402726149c98549671250.jpg'),\n",
       " ('The Nicomachean Ethics',\n",
       "  'One',\n",
       "  36.34,\n",
       "  'philosophy_7',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/16/f4/16f4518319f7dcadc23d020279f78545.jpg'),\n",
       " ('The Name of the Wind (The Kingkiller Chronicle #1)',\n",
       "  'Three',\n",
       "  50.59,\n",
       "  'default_15',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/94/31/9431e2494b4b32721b037c6f6dce9a03.jpg'),\n",
       " ('The Mirror & the Maze (The Wrath and the Dawn #1.5)',\n",
       "  'One',\n",
       "  29.38,\n",
       "  'fantasy_19',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/61/8a/618a23dc5a492a4aa8b15ba4bf80c781.jpg'),\n",
       " ('The Little Prince',\n",
       "  'Two',\n",
       "  45.42,\n",
       "  'classics_6',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/c0/d6/c0d67625e62981155f5e1f553bda1a94.jpg'),\n",
       " ('The Light of the Fireflies',\n",
       "  'One',\n",
       "  54.43,\n",
       "  'add-a-comment_18',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/94/23/9423f5e8b08195183f7ee002f3b48b33.jpg'),\n",
       " ('The Last Girl (The Dominion Trilogy #1)',\n",
       "  'Two',\n",
       "  36.26,\n",
       "  'science-fiction_16',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2a/88/2a88181c495875c02f87c2e6010b046d.jpg'),\n",
       " ('The Iliad',\n",
       "  'One',\n",
       "  16.16,\n",
       "  'add-a-comment_18',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9e/14/9e14dd99b3b2f07f5a43ee2e007c1c26.jpg'),\n",
       " ('The Hook Up (Game On #1)',\n",
       "  'Five',\n",
       "  36.29,\n",
       "  'new-adult_20',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/90/de/90de87ce300bcbbfcdb9ad77fc9a2e5f.jpg'),\n",
       " ('The Haters',\n",
       "  'Five',\n",
       "  27.89,\n",
       "  'young-adult_21',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/4a/13/4a1370ebafcaf6ba5f5e1fe4a609b6d8.jpg'),\n",
       " ('The Girl You Lost',\n",
       "  'Five',\n",
       "  12.29,\n",
       "  'mystery_3',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/28/15/2815974db428ea019fc84e08af23095b.jpg'),\n",
       " ('The Girl In The Ice (DCI Erika Foster #1)',\n",
       "  'Three',\n",
       "  15.85,\n",
       "  'mystery_3',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/83/54/835421d17d99c89fd99d07e17806357b.jpg'),\n",
       " ('The End of the Jesus Era (An Investigation #1)',\n",
       "  'One',\n",
       "  14.4,\n",
       "  'nonfiction_13',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/fa/9d/fa9db3f9dfc5a859c091d1262a56a89f.jpg'),\n",
       " ('The Edge of Reason (Bridget Jones #2)',\n",
       "  'Four',\n",
       "  19.18,\n",
       "  'womens-fiction_9',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a1/4f/a14f3bc2743e3956cb10fddaaf62a1f9.jpg'),\n",
       " ('The Complete Maus (Maus #1-2)',\n",
       "  'Three',\n",
       "  10.64,\n",
       "  'sequential-art_5',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e5/0f/e50f35f47d84efaa739eff59b3dd4f7c.jpg'),\n",
       " ('The Communist Manifesto',\n",
       "  'Three',\n",
       "  14.76,\n",
       "  'add-a-comment_18',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b5/c7/b5c74ed5e387f2c13324e294c4b6412c.jpg'),\n",
       " ('The Bhagavad Gita',\n",
       "  'Three',\n",
       "  57.49,\n",
       "  'religion_12',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/13/27/13270087ac5cba3e999166a64991187a.jpg'),\n",
       " ('The Bette Davis Club',\n",
       "  'Three',\n",
       "  30.66,\n",
       "  'fiction_10',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/fb/6c/fb6c914f1da870442031095c85f4cf80.jpg'),\n",
       " ('The Art of Not Breathing',\n",
       "  'Four',\n",
       "  40.83,\n",
       "  'young-adult_21',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/0b/9f/0b9f43b6b5cf8053dd2c68ecafe70b8a.jpg'),\n",
       " ('Taking Shots (Assassins #1)',\n",
       "  'Two',\n",
       "  18.88,\n",
       "  'default_15',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/72/d7/72d7f51393409b2d130845e6ade7522b.jpg'),\n",
       " ('Starlark',\n",
       "  'Three',\n",
       "  25.83,\n",
       "  'historical-fiction_4',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/76/e2/76e2881d47f2da9283e52d3c57eef532.jpg'),\n",
       " ('Skip Beat!, Vol. 01 (Skip Beat! #1)',\n",
       "  'Three',\n",
       "  42.12,\n",
       "  'sequential-art_5',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/03/0a/030af2f71cc40b03f7d79a0929ac9c18.jpg'),\n",
       " ('Sister Sable (The Mad Queen #1)',\n",
       "  'Three',\n",
       "  13.33,\n",
       "  'fantasy_19',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/26/47/2647baddb86f91b6f7ea2fb8052edd62.jpg'),\n",
       " ('Shatter Me (Shatter Me #1)',\n",
       "  'One',\n",
       "  42.4,\n",
       "  'default_15',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/37/40/37407ed591f1a8e5433fc6b9128d5d10.jpg'),\n",
       " ('Shameless',\n",
       "  'Three',\n",
       "  58.35,\n",
       "  'new-adult_20',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e2/52/e252988534e955a047c562376b8b95c0.jpg'),\n",
       " ('Shadow Rites (Jane Yellowrock #10)',\n",
       "  'Four',\n",
       "  21.72,\n",
       "  'fantasy_19',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b8/35/b83561ef09d202d3c871649feed4b66d.jpg'),\n",
       " ('Settling the Score (The Summer Games #1)',\n",
       "  'Two',\n",
       "  44.91,\n",
       "  'sports-and-games_17',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/95/c4/95c41c1765b517d6240bd674a02676b1.jpg'),\n",
       " ('Sense and Sensibility',\n",
       "  'One',\n",
       "  37.46,\n",
       "  'classics_6',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a8/57/a857deea83c7d4c66e2920e1cf5d8fe0.jpg'),\n",
       " ('Saga, Volume 1 (Saga (Collected Editions) #1)',\n",
       "  'One',\n",
       "  28.48,\n",
       "  'sequential-art_5',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/86/01/860132d9f65dd9df2143fb9071a40115.jpg'),\n",
       " ('Rhythm, Chord & Malykhin',\n",
       "  'Two',\n",
       "  28.34,\n",
       "  'romance_8',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/1e/c9/1ec952e4d14d37dc7b6d74fa07f1ea37.jpg'),\n",
       " ('Rat Queens, Vol. 1: Sass & Sorcery (Rat Queens (Collected Editions) #1-5)',\n",
       "  'Five',\n",
       "  46.96,\n",
       "  'sequential-art_5',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/70/da/70daa09e4ddebe1d60f50720c0b49976.jpg'),\n",
       " ('Paradise Lost (Paradise #1)',\n",
       "  'One',\n",
       "  24.96,\n",
       "  'default_15',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/56/36/5636eec07534db6e8bc55ed562bad042.jpg'),\n",
       " ('Paper Girls, Vol. 1 (Paper Girls #1-5)',\n",
       "  'Four',\n",
       "  21.71,\n",
       "  'sequential-art_5',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/87/b3/87b3b5ff42301d1c7eeb0c81055f1633.jpg'),\n",
       " ('Ouran High School Host Club, Vol. 1 (Ouran High School Host Club #1)',\n",
       "  'Three',\n",
       "  29.87,\n",
       "  'sequential-art_5',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/27/33/27334267037a79caed4d7b0092d59fb5.jpg'),\n",
       " ('Origins (Alphas 0.5)',\n",
       "  'One',\n",
       "  28.99,\n",
       "  'fantasy_19',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ad/78/ad789235c675d02b730b57a166d910b5.jpg'),\n",
       " ('One Second (Seven #7)',\n",
       "  'Two',\n",
       "  52.94,\n",
       "  'fantasy_19',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/70/ad/70ad2de442bc3ffe36660ccabfe46148.jpg'),\n",
       " ('On the Road (Duluoz Legend)',\n",
       "  'Three',\n",
       "  32.36,\n",
       "  'default_15',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/7f/9b/7f9bc0563de554998e2d93b7edec4921.jpg'),\n",
       " (\"Old Records Never Die: One Man's Quest for His Vinyl and His Past\",\n",
       "  'Two',\n",
       "  55.66,\n",
       "  'music_14',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/aa/55/aa55bbf7037a0e19ae69485adcc11903.jpg'),\n",
       " ('Off Sides (Off #1)',\n",
       "  'Five',\n",
       "  39.45,\n",
       "  'new-adult_20',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/4a/58/4a58f6feb21b7194911eddb020766583.jpg'),\n",
       " ('Of Mice and Men',\n",
       "  'Two',\n",
       "  47.11,\n",
       "  'classics_6',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a0/bb/a0bb0881c8ee6f5866804cf0a437853f.jpg'),\n",
       " ('Myriad (Prentor #1)',\n",
       "  'Four',\n",
       "  58.75,\n",
       "  'fantasy_19',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/48/7d/487d4be44c60cac7f0085242c4512653.jpg'),\n",
       " ('My Perfect Mistake (Over the Top #1)',\n",
       "  'Two',\n",
       "  38.92,\n",
       "  'romance_8',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/2e/fa/2efa13faabc899f61c2a181ab0de7ef8.jpg'),\n",
       " ('Ms. Marvel, Vol. 1: No Normal (Ms. Marvel (2014-2015) #1)',\n",
       "  'Four',\n",
       "  39.39,\n",
       "  'sequential-art_5',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/99/f5/99f511d2d38ef356701341d405a1cca2.jpg'),\n",
       " ('Meditations',\n",
       "  'Two',\n",
       "  25.89,\n",
       "  'philosophy_7',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/90/f7/90f79652caecac36bc97bf7b769c8fc4.jpg'),\n",
       " ('Matilda',\n",
       "  'One',\n",
       "  28.34,\n",
       "  'childrens_11',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/3c/db/3cdb7121cf09e7c5e3436cfff9834a67.jpg'),\n",
       " ('Lost Among the Living',\n",
       "  'Four',\n",
       "  27.7,\n",
       "  'historical-fiction_4',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/5f/03/5f0345cd81aaad65bb9f6a34ec0f6b9b.jpg'),\n",
       " ('Lord of the Flies',\n",
       "  'Three',\n",
       "  24.89,\n",
       "  'add-a-comment_18',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/20/fd/20fd23f982b45a59f6c1a31e6804e735.jpg'),\n",
       " ('Listen to Me (Fusion #1)',\n",
       "  'Three',\n",
       "  58.99,\n",
       "  'romance_8',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/98/85/9885b87053dcd05803ef58e9817e935a.jpg'),\n",
       " ('Kitchens of the Great Midwest',\n",
       "  'Five',\n",
       "  57.2,\n",
       "  'fiction_10',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ed/be/edbe83ef3ebf5c22b9ebc139d3232947.jpg'),\n",
       " ('Jane Eyre',\n",
       "  'Five',\n",
       "  38.43,\n",
       "  'default_15',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/72/9f/729f5f6a75746782c336537730256f66.jpg'),\n",
       " ('Imperfect Harmony',\n",
       "  'Four',\n",
       "  34.74,\n",
       "  'romance_8',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f1/49/f1498baf6cb055e0a9188d5e57c5f686.jpg'),\n",
       " ('Icing (Aces Hockey #2)',\n",
       "  'Four',\n",
       "  40.44,\n",
       "  'sports-and-games_17',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/bf/31/bf31c4b40f6b2622330155fb9113a3bb.jpg'),\n",
       " ('Hawkeye, Vol. 1: My Life as a Weapon (Hawkeye #1)',\n",
       "  'Three',\n",
       "  45.24,\n",
       "  'sequential-art_5',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/66/97/6697a03eedbac77c2e957788e48b70a8.jpg'),\n",
       " (\"Having the Barbarian's Baby (Ice Planet Barbarians #7.5)\",\n",
       "  'Four',\n",
       "  34.96,\n",
       "  'science-fiction_16',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/13/8a/138a09170e0431cce98921b857a6eeb5.jpg'),\n",
       " ('Giant Days, Vol. 1 (Giant Days #1-4)',\n",
       "  'Four',\n",
       "  56.76,\n",
       "  'sequential-art_5',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/eb/20/eb2063bd8d636cb8200c4b2c7cb6c773.jpg'),\n",
       " ('Fruits Basket, Vol. 1 (Fruits Basket #1)',\n",
       "  'Five',\n",
       "  40.28,\n",
       "  'sequential-art_5',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/03/c5/03c51e2b5bf51a3f55deecbf8c9e8515.jpg'),\n",
       " ('Frankenstein',\n",
       "  'Two',\n",
       "  38.0,\n",
       "  'default_15',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f7/22/f722c24607ddc8013476ca8e84639ba7.jpg'),\n",
       " ('Forever Rockers (The Rocker #12)',\n",
       "  'Three',\n",
       "  28.8,\n",
       "  'music_14',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/a2/fc/a2fc91793502f5c10b5826ad606de435.jpg'),\n",
       " ('Fighting Fate (Fighting #6)',\n",
       "  'Three',\n",
       "  39.24,\n",
       "  'romance_8',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ba/a6/baa64eeda5e10952da4610f8efc1be76.jpg'),\n",
       " ('Emma',\n",
       "  'Two',\n",
       "  32.93,\n",
       "  'classics_6',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ae/98/ae98d08a6f427491dd8eda6b51af41fe.jpg'),\n",
       " ('Eat, Pray, Love',\n",
       "  'Three',\n",
       "  51.32,\n",
       "  'nonfiction_13',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/5b/82/5b827f00893b7119360e8a67d939e0b5.jpg'),\n",
       " ('Deep Under (Walker Security #1)',\n",
       "  'Five',\n",
       "  47.09,\n",
       "  'romance_8',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b6/bd/b6bd7cd6500f96e717c147deb8d89af2.jpg'),\n",
       " (\"Choosing Our Religion: The Spiritual Lives of America's Nones\",\n",
       "  'Four',\n",
       "  28.42,\n",
       "  'religion_12',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/e9/8a/e98a7adb82052fb13418a43291b8f0d4.jpg'),\n",
       " ('Charlie and the Chocolate Factory (Charlie Bucket #1)',\n",
       "  'Three',\n",
       "  22.85,\n",
       "  'childrens_11',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/96/df/96dfbe6533f9705d2cdccc16310910ee.jpg'),\n",
       " (\"Charity's Cross (Charles Towne Belles #4)\",\n",
       "  'One',\n",
       "  41.24,\n",
       "  'romance_8',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/b6/42/b642b7415804929612c29d87656edea1.jpg'),\n",
       " ('Bright Lines',\n",
       "  'Five',\n",
       "  39.07,\n",
       "  'fiction_10',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/26/4f/264f79395041ac4b88038030da0433cd.jpg'),\n",
       " (\"Bridget Jones's Diary (Bridget Jones #1)\",\n",
       "  'One',\n",
       "  29.82,\n",
       "  'womens-fiction_9',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/67/2f/672f2e3753cfc59c5843d23c88784326.jpg'),\n",
       " ('Bounty (Colorado Mountain #7)',\n",
       "  'Four',\n",
       "  37.26,\n",
       "  'romance_8',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/7d/18/7d18f04705f25aa7659b2aa6153c1a4f.jpg'),\n",
       " ('Blood Defense (Samantha Brinkman #1)',\n",
       "  'Three',\n",
       "  20.3,\n",
       "  'mystery_3',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/ea/12/ea12c82131832c5d772fdbd3cb56ced7.jpg'),\n",
       " ('Bleach, Vol. 1: Strawberry and the Soul Reapers (Bleach #1)',\n",
       "  'Five',\n",
       "  34.65,\n",
       "  'sequential-art_5',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/48/b0/48b07e2daa02d7e5485aa546dec5a25e.jpg'),\n",
       " ('Beyond Good and Evil',\n",
       "  'One',\n",
       "  43.38,\n",
       "  'philosophy_7',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/d1/7f/d17f326e3fcaf84c37d6d51e3470bcc6.jpg'),\n",
       " (\"Alice in Wonderland (Alice's Adventures in Wonderland #1)\",\n",
       "  'One',\n",
       "  55.53,\n",
       "  'classics_6',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/99/df/99df494c230127c3d5ff53153d1f23a3.jpg'),\n",
       " ('Ajin: Demi-Human, Volume 1 (Ajin: Demi-Human #1)',\n",
       "  'Four',\n",
       "  57.06,\n",
       "  'sequential-art_5',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/30/98/309814b6eeba469f4c741147aaaa076a.jpg'),\n",
       " (\"A Spy's Devotion (The Regency Spies of London #1)\",\n",
       "  'Five',\n",
       "  16.97,\n",
       "  'historical-fiction_4',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f9/6b/f96b60a7614c4e3e868b82f6811efc7c.jpg'),\n",
       " (\"1st to Die (Women's Murder Club #1)\",\n",
       "  'One',\n",
       "  53.98,\n",
       "  'mystery_3',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/f6/8e/f68e6ae2f9da04fccbde8442b0a1b52a.jpg'),\n",
       " ('1,000 Places to See Before You Die',\n",
       "  'Five',\n",
       "  26.08,\n",
       "  'travel_2',\n",
       "  1.0,\n",
       "  ' https://books.toscrape.com/catalogue/media/cache/9e/10/9e106f81f65b293e488718a4f54a6a3f.jpg')]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "conn.commit()\n",
    "cursor.close()\n",
    "conn.close()\n",
    "\n",
    "records"
   ]
  },
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      "('A Light in the Attic', 'Three', 51.77, 'poetry_23', 22.0)\n",
      "('Tipping the Velvet', 'One', 53.74, 'historical-fiction_4', 20.0)\n",
      "('Soumission', 'One', 50.1, 'fiction_10', 20.0)\n",
      "('Sharp Objects', 'Four', 47.82, 'mystery_3', 20.0)\n",
      "('Sapiens: A Brief History of Humankind', 'Five', 54.23, 'history_32', 20.0)\n",
      "('The Requiem Red', 'One', 22.65, 'young-adult_21', 19.0)\n",
      "('The Dirty Little Secrets of Getting Your Dream Job', 'Four', 33.34, 'business_35', 19.0)\n",
      "('The Coming Woman: A Novel Based on the Life of the Infamous Feminist, Victoria Woodhull', 'Three', 17.93, 'default_15', 19.0)\n",
      "('The Boys in the Boat: Nine Americans and Their Epic Quest for Gold at the 1936 Berlin Olympics', 'Four', 22.6, 'default_15', 19.0)\n",
      "('The Black Maria', 'One', 52.15, 'poetry_23', 19.0)\n",
      "('Starving Hearts (Triangular Trade Trilogy, #1)', 'Two', 13.99, 'default_15', 19.0)\n",
      "(\"Shakespeare's Sonnets\", 'Four', 20.66, 'poetry_23', 19.0)\n",
      "('Set Me Free', 'Five', 17.46, 'young-adult_21', 19.0)\n",
      "(\"Scott Pilgrim's Precious Little Life (Scott Pilgrim #1)\", 'Five', 52.29, 'sequential-art_5', 19.0)\n",
      "('Rip it Up and Start Again', 'Five', 35.02, 'music_14', 19.0)\n",
      "('Our Band Could Be Your Life: Scenes from the American Indie Underground, 1981-1991', 'Three', 57.25, 'music_14', 19.0)\n",
      "('Olio', 'One', 23.88, 'poetry_23', 19.0)\n",
      "('Mesaerion: The Best Science Fiction Stories 1800-1849', 'One', 37.59, 'science-fiction_16', 19.0)\n",
      "('Libertarianism for Beginners', 'Two', 51.33, 'politics_48', 19.0)\n",
      "(\"It's Only the Himalayas\", 'Two', 45.17, 'travel_2', 19.0)\n",
      "('In Her Wake', 'One', 12.84, 'thriller_37', 19.0)\n",
      "('How Music Works', 'Two', 37.32, 'music_14', 19.0)\n",
      "('Foolproof Preserving: A Guide to Small Batch Jams, Jellies, Pickles, Condiments, and More: A Foolproof Guide to Making Small Batch Jams, Jellies, Pickles, Condiments, and More', 'Three', 30.52, 'food-and-drink_33', 19.0)\n",
      "('Chase Me (Paris Nights #2)', 'Five', 25.27, 'romance_8', 19.0)\n",
      "('Black Dust', 'Five', 34.53, 'romance_8', 19.0)\n",
      "('Birdsong: A Story in Pictures', 'Three', 54.64, 'childrens_11', 19.0)\n",
      "(\"America's Cradle of Quarterbacks: Western Pennsylvania's Football Factory from Johnny Unitas to Joe Montana\", 'Three', 22.5, 'default_15', 19.0)\n",
      "('Aladdin and His Wonderful Lamp', 'Three', 53.13, 'default_15', 19.0)\n",
      "('Worlds Elsewhere: Journeys Around Shakespeareâ\\x80\\x99s Globe', 'Five', 40.3, 'nonfiction_13', 18.0)\n",
      "('Wall and Piece', 'Four', 44.18, 'art_25', 18.0)\n",
      "('The Four Agreements: A Practical Guide to Personal Freedom', 'Five', 17.66, 'spirituality_39', 18.0)\n",
      "('The Five Love Languages: How to Express Heartfelt Commitment to Your Mate', 'Three', 31.05, 'nonfiction_13', 18.0)\n",
      "('The Elephant Tree', 'Five', 23.82, 'thriller_37', 18.0)\n",
      "('The Bear and the Piano', 'One', 36.89, 'childrens_11', 18.0)\n",
      "(\"Sophie's World\", 'Five', 15.94, 'philosophy_7', 18.0)\n",
      "('Penny Maybe', 'Three', 33.29, 'default_15', 18.0)\n",
      "('Maude (1883-1993):She Grew Up with the country', 'Two', 18.02, 'default_15', 18.0)\n",
      "('In a Dark, Dark Wood', 'One', 19.63, 'mystery_3', 18.0)\n",
      "('Behind Closed Doors', 'Four', 52.22, 'thriller_37', 18.0)\n",
      "(\"You can't bury them all: Poems\", 'Two', 33.63, 'poetry_23', 17.0)\n",
      "('Slow States of Collapse: Poems', 'Three', 57.31, 'poetry_23', 17.0)\n",
      "('Reasons to Stay Alive', 'Two', 26.41, 'nonfiction_13', 17.0)\n",
      "('Private Paris (Private #10)', 'Five', 47.61, 'fiction_10', 17.0)\n",
      "('#HigherSelfie: Wake Up Your Life. Free Your Soul. Find Your Tribe.', 'Five', 23.11, 'nonfiction_13', 17.0)\n",
      "('Without Borders (Wanderlove #1)', 'Two', 45.07, 'new-adult_20', 16.0)\n",
      "('When We Collided', 'One', 31.77, 'contemporary_38', 16.0)\n",
      "('We Love You, Charlie Freeman', 'Five', 50.27, 'fiction_10', 16.0)\n",
      "('Untitled Collection: Sabbath Poems 2014', 'Four', 14.27, 'poetry_23', 16.0)\n",
      "('Unseen City: The Majesty of Pigeons, the Discreet Charm of Snails & Other Wonders of the Urban Wilderness', 'Four', 44.18, 'nonfiction_13', 16.0)\n",
      "('Unicorn Tracks', 'Three', 18.78, 'fantasy_19', 16.0)\n",
      "('Unbound: How Eight Technologies Made Us Human, Transformed Society, and Brought Our World to the Brink', 'One', 25.52, 'history_32', 16.0)\n",
      "('Tsubasa: WoRLD CHRoNiCLE 2 (Tsubasa WoRLD CHRoNiCLE #2)', 'One', 16.28, 'sequential-art_5', 16.0)\n",
      "('Throwing Rocks at the Google Bus: How Growth Became the Enemy of Prosperity', 'Three', 31.12, 'nonfiction_13', 16.0)\n",
      "('This One Summer', 'Four', 19.49, 'sequential-art_5', 16.0)\n",
      "('Thirst', 'Five', 17.27, 'fiction_10', 16.0)\n",
      "('The Torch Is Passed: A Harding Family Story', 'One', 19.09, 'add-a-comment_18', 16.0)\n",
      "('The Secret of Dreadwillow Carse', 'One', 56.13, 'childrens_11', 16.0)\n",
      "('The Pioneer Woman Cooks: Dinnertime: Comfort Classics, Freezer Food, 16-Minute Meals, and Other Delicious Ways to Solve Supper!', 'One', 56.41, 'food-and-drink_33', 16.0)\n",
      "('The Past Never Ends', 'Four', 56.5, 'mystery_3', 16.0)\n",
      "('The Natural History of Us (The Fine Art of Pretending #2)', 'Three', 45.22, 'young-adult_21', 16.0)\n",
      "('The Nameless City (The Nameless City #1)', 'Four', 38.16, 'sequential-art_5', 16.0)\n",
      "('The Murder That Never Was (Forensic Instincts #5)', 'Three', 54.11, 'fiction_10', 16.0)\n",
      "(\"The Most Perfect Thing: Inside (and Outside) a Bird's Egg\", 'Four', 42.96, 'science_22', 16.0)\n",
      "('The Mindfulness and Acceptance Workbook for Anxiety: A Guide to Breaking Free from Anxiety, Phobias, and Worry Using Acceptance and Commitment Therapy', 'Four', 23.89, 'add-a-comment_18', 16.0)\n",
      "('The Life-Changing Magic of Tidying Up: The Japanese Art of Decluttering and Organizing', 'Three', 16.77, 'nonfiction_13', 16.0)\n",
      "('The Inefficiency Assassin: Time Management Tactics for Working Smarter, Not Longer', 'Five', 20.59, 'default_15', 16.0)\n",
      "('The Gutsy Girl: Escapades for Your Life of Epic Adventure', 'One', 37.13, 'nonfiction_13', 16.0)\n",
      "('The Electric Pencil: Drawings from Inside State Hospital No. 3', 'One', 56.06, 'nonfiction_13', 16.0)\n",
      "('The Death of Humanity: and the Case for Life', 'Four', 58.11, 'philosophy_7', 16.0)\n",
      "('The Bulletproof Diet: Lose up to a Pound a Day, Reclaim Energy and Focus, Upgrade Your Life', 'Three', 49.05, 'health_47', 16.0)\n",
      "('The Art Forger', 'Three', 40.76, 'add-a-comment_18', 16.0)\n",
      "('The Age of Genius: The Seventeenth Century and the Birth of the Modern Mind', 'One', 19.73, 'history_32', 16.0)\n",
      "(\"The Activist's Tao Te Ching: Ancient Advice for a Modern Revolution\", 'Five', 32.24, 'spirituality_39', 16.0)\n",
      "('Spark Joy: An Illustrated Master Class on the Art of Organizing and Tidying Up', 'Four', 41.83, 'nonfiction_13', 16.0)\n",
      "('Soul Reader', 'Two', 39.58, 'default_15', 16.0)\n",
      "('Security', 'Two', 39.25, 'horror_31', 16.0)\n",
      "('Saga, Volume 6 (Saga (Collected Editions) #6)', 'Three', 25.02, 'fantasy_19', 16.0)\n",
      "('Saga, Volume 5 (Saga (Collected Editions) #5)', 'Two', 51.04, 'sequential-art_5', 16.0)\n",
      "('Reskilling America: Learning to Labor in the Twenty-First Century', 'Two', 19.83, 'nonfiction_13', 16.0)\n",
      "('Rat Queens, Vol. 3: Demons (Rat Queens (Collected Editions) #11-15)', 'Three', 50.4, 'sequential-art_5', 16.0)\n",
      "('Princess Jellyfish 2-in-1 Omnibus, Vol. 01 (Princess Jellyfish 2-in-1 Omnibus #1)', 'Five', 13.61, 'sequential-art_5', 16.0)\n",
      "('Princess Between Worlds (Wide-Awake Princess #5)', 'Five', 13.34, 'fantasy_19', 16.0)\n",
      "('Pop Gun War, Volume 1: Gift', 'One', 18.97, 'sequential-art_5', 16.0)\n",
      "('Political Suicide: Missteps, Peccadilloes, Bad Calls, Backroom Hijinx, Sordid Pasts, Rotten Breaks, and Just Plain Dumb Mistakes in the Annals of American Politics', 'Two', 36.28, 'history_32', 16.0)\n",
      "('Patience', 'Three', 10.16, 'sequential-art_5', 16.0)\n",
      "('Outcast, Vol. 1: A Darkness Surrounds Him (Outcast #1)', 'Four', 15.44, 'sequential-art_5', 16.0)\n",
      "('orange: The Complete Collection 1 (orange: The Complete Collection #1)', 'One', 48.41, 'sequential-art_5', 16.0)\n",
      "('Online Marketing for Busy Authors: A Step-By-Step Guide', 'One', 46.35, 'self-help_41', 16.0)\n",
      "('On a Midnight Clear', 'Three', 14.07, 'add-a-comment_18', 16.0)\n",
      "('Obsidian (Lux #1)', 'Two', 14.86, 'young-adult_21', 16.0)\n",
      "('My Paris Kitchen: Recipes and Stories', 'Two', 33.37, 'food-and-drink_33', 16.0)\n",
      "('Masks and Shadows', 'Two', 56.4, 'fantasy_19', 16.0)\n",
      "('Mama Tried: Traditional Italian Cooking for the Screwed, Crude, Vegan, and Tattooed', 'Four', 14.02, 'food-and-drink_33', 16.0)\n",
      "('Lumberjanes, Vol. 2: Friendship to the Max (Lumberjanes #5-8)', 'Two', 46.91, 'sequential-art_5', 16.0)\n",
      "('Lumberjanes, Vol. 1: Beware the Kitten Holy (Lumberjanes #1-4)', 'Three', 45.61, 'sequential-art_5', 16.0)\n",
      "('Lumberjanes Vol. 3: A Terrible Plan (Lumberjanes #9-12)', 'Two', 19.92, 'sequential-art_5', 16.0)\n",
      "('Layered: Baking, Building, and Styling Spectacular Cakes', 'One', 40.11, 'food-and-drink_33', 16.0)\n",
      "('Judo: Seven Steps to Black Belt (an Introductory Guide for Beginners)', 'Two', 53.9, 'add-a-comment_18', 16.0)\n",
      "('Join', 'Five', 35.67, 'science-fiction_16', 16.0)\n",
      "('In the Country We Love: My Family Divided', 'Four', 22.0, 'nonfiction_13', 16.0)\n",
      "('Immunity: How Elie Metchnikoff Changed the Course of Modern Medicine', 'Five', 57.36, 'science_22', 16.0)\n",
      "('I Hate Fairyland, Vol. 1: Madly Ever After (I Hate Fairyland (Compilations) #1-5)', 'Two', 29.17, 'sequential-art_5', 16.0)\n",
      "('I am a Hero Omnibus Volume 1', 'Three', 54.63, 'sequential-art_5', 16.0)\n",
      "('How to Be Miserable: 40 Strategies You Already Use', 'One', 46.03, 'self-help_41', 16.0)\n",
      "('Her Backup Boyfriend (The Sorensen Family #1)', 'One', 33.97, 'romance_8', 16.0)\n",
      "('Giant Days, Vol. 2 (Giant Days #5-8)', 'Two', 22.11, 'sequential-art_5', 16.0)\n",
      "('Forever and Forever: The Courtship of Henry Longfellow and Fanny Appleton', 'Three', 29.69, 'historical-fiction_4', 16.0)\n",
      "('First and First (Five Boroughs #3)', 'Four', 15.97, 'romance_8', 16.0)\n",
      "('Fifty Shades Darker (Fifty Shades #2)', 'One', 21.96, 'romance_8', 16.0)\n",
      "('Everydata: The Misinformation Hidden in the Little Data You Consume Every Day', 'Two', 54.35, 'nonfiction_13', 16.0)\n",
      "(\"Don't Be a Jerk: And Other Practical Advice from Dogen, Japan's Greatest Zen Master\", 'Two', 37.97, 'religion_12', 16.0)\n",
      "('Danganronpa Volume 1', 'Four', 51.99, 'sequential-art_5', 16.0)\n",
      "('Crown of Midnight (Throne of Glass #2)', 'Three', 43.29, 'fantasy_19', 16.0)\n",
      "('Codename Baboushka, Volume 1: The Conclave of Death', 'Four', 36.72, 'sequential-art_5', 16.0)\n",
      "('Camp Midnight', 'Four', 17.08, 'sequential-art_5', 16.0)\n",
      "('Call the Nurse: True Stories of a Country Nurse on a Scottish Isle', 'Five', 29.14, 'nonfiction_13', 16.0)\n",
      "('Burning', 'Three', 28.81, 'young-adult_21', 16.0)\n",
      "('Bossypants', 'Two', 49.46, 'default_15', 16.0)\n",
      "('Bitch Planet, Vol. 1: Extraordinary Machine (Bitch Planet (Collected Editions))', 'Two', 37.92, 'sequential-art_5', 16.0)\n",
      "('Avatar: The Last Airbender: Smoke and Shadow, Part 3 (Smoke and Shadow #3)', 'Two', 28.09, 'fantasy_19', 16.0)\n",
      "('Algorithms to Live By: The Computer Science of Human Decisions', 'One', 30.81, 'nonfiction_13', 16.0)\n",
      "('A World of Flavor: Your Gluten Free Passport', 'One', 42.95, 'default_15', 16.0)\n",
      "('A Piece of Sky, a Grain of Rice: A Memoir in Four Meditations', 'Five', 56.76, 'default_15', 16.0)\n",
      "('A Murder in Time', 'One', 16.64, 'mystery_3', 16.0)\n",
      "('A Flight of Arrows (The Pathfinders #2)', 'Five', 55.53, 'historical-fiction_4', 16.0)\n",
      "('A Fierce and Subtle Poison', 'Four', 28.13, 'young-adult_21', 16.0)\n",
      "('A Court of Thorns and Roses (A Court of Thorns and Roses #1)', 'One', 52.37, 'fantasy_19', 16.0)\n",
      "('(Un)Qualified: How God Uses Broken People to Do Big Things', 'Five', 54.0, 'christian_43', 16.0)\n",
      "('You Are What You Love: The Spiritual Power of Habit', 'Four', 21.87, 'religion_12', 15.0)\n",
      "(\"William Shakespeare's Star Wars: Verily, A New Hope (William Shakespeare's Star Wars #4)\", 'Four', 43.3, 'science-fiction_16', 15.0)\n",
      "('Tuesday Nights in 1980', 'Two', 21.04, 'fiction_10', 15.0)\n",
      "('Tracing Numbers on a Train', 'Three', 41.6, 'default_15', 15.0)\n",
      "('Throne of Glass (Throne of Glass #1)', 'Three', 35.07, 'fantasy_19', 15.0)\n",
      "('Thomas Jefferson and the Tripoli Pirates: The Forgotten War That Changed American History', 'One', 59.64, 'history_32', 15.0)\n",
      "('Thirteen Reasons Why', 'One', 52.72, 'default_15', 15.0)\n",
      "('The White Cat and the Monk: A Retelling of the Poem â\\x80\\x9cPangur BÃ¡nâ\\x80\\x9d', 'Four', 58.08, 'childrens_11', 15.0)\n",
      "('The Wedding Dress', 'One', 24.12, 'romance_8', 15.0)\n",
      "('The Vacationers', 'Four', 42.15, 'fiction_10', 15.0)\n",
      "('The Third Wave: An Entrepreneurâ\\x80\\x99s Vision of the Future', 'Five', 12.61, 'business_35', 15.0)\n",
      "('The Stranger', 'Four', 17.44, 'philosophy_7', 15.0)\n",
      "('The Shadow Hero (The Shadow Hero)', 'One', 33.14, 'sequential-art_5', 15.0)\n",
      "('The Secret (The Secret #1)', 'Four', 27.37, 'default_15', 15.0)\n",
      "('The Regional Office Is Under Attack!', 'Five', 51.36, 'fiction_10', 15.0)\n",
      "('The Psychopath Test: A Journey Through the Madness Industry', 'Two', 36.0, 'default_15', 15.0)\n",
      "('The Project', 'One', 10.65, 'science-fiction_16', 15.0)\n",
      "('The Power of Now: A Guide to Spiritual Enlightenment', 'Two', 43.54, 'nonfiction_13', 15.0)\n",
      "(\"The Omnivore's Dilemma: A Natural History of Four Meals\", 'Two', 38.21, 'nonfiction_13', 15.0)\n",
      "('The Nerdy Nummies Cookbook: Sweet Treats for the Geek in All of Us', 'Five', 37.34, 'food-and-drink_33', 15.0)\n",
      "('The Murder of Roger Ackroyd (Hercule Poirot #4)', 'Four', 44.1, 'mystery_3', 15.0)\n",
      "('The Mistake (Off-Campus #2)', 'Three', 43.29, 'new-adult_20', 15.0)\n",
      "(\"The Matchmaker's Playbook (Wingmen Inc. #1)\", 'One', 55.85, 'new-adult_20', 15.0)\n",
      "('The Love and Lemons Cookbook: An Apple-to-Zucchini Celebration of Impromptu Cooking', 'Two', 37.6, 'food-and-drink_33', 15.0)\n",
      "('The Long Shadow of Small Ghosts: Murder and Memory in an American City', 'One', 10.97, 'crime_51', 15.0)\n",
      "('The Kite Runner', 'Four', 41.82, 'default_15', 15.0)\n",
      "('The House by the Lake', 'One', 36.95, 'historical-fiction_4', 15.0)\n",
      "('The Glittering Court (The Glittering Court #1)', 'One', 44.28, 'fantasy_19', 15.0)\n",
      "('The Girl on the Train', 'Two', 55.02, 'default_15', 15.0)\n",
      "('The Genius of Birds', 'One', 17.24, 'nonfiction_13', 15.0)\n",
      "('The Emerald Mystery', 'Two', 23.15, 'default_15', 15.0)\n",
      "('The Cookies & Cups Cookbook: 125+ sweet & savory recipes reminding you to Always Eat Dessert First', 'One', 41.25, 'food-and-drink_33', 15.0)\n",
      "(\"The Bridge to Consciousness: I'm Writing the Bridge Between Science and Our Old and New Beliefs.\", 'Three', 32.0, 'default_15', 15.0)\n",
      "(\"The Artist's Way: A Spiritual Path to Higher Creativity\", 'Five', 38.49, 'nonfiction_13', 15.0)\n",
      "('The Art of War', 'Five', 33.34, 'default_15', 15.0)\n",
      "('The Argonauts', 'Two', 10.93, 'autobiography_27', 15.0)\n",
      "('The 10% Entrepreneur: Live Your Startup Dream Without Quitting Your Day Job', 'Three', 27.55, 'business_35', 15.0)\n",
      "('Suddenly in Love (Lake Haven #1)', 'Two', 55.99, 'romance_8', 15.0)\n",
      "('Something More Than This', 'Four', 16.24, 'romance_8', 15.0)\n",
      "('Soft Apocalypse', 'Two', 26.12, 'science-fiction_16', 15.0)\n",
      "(\"So You've Been Publicly Shamed\", 'Two', 12.23, 'nonfiction_13', 15.0)\n",
      "('Shoe Dog: A Memoir by the Creator of NIKE', 'Two', 23.99, 'business_35', 15.0)\n",
      "('Shobu Samurai, Project Aryoku (#3)', 'Three', 29.06, 'add-a-comment_18', 15.0)\n",
      "('Secrets and Lace (Fatal Hearts #1)', 'One', 20.27, 'default_15', 15.0)\n",
      "('Scarlett Epstein Hates It Here', 'Five', 43.55, 'young-adult_21', 15.0)\n",
      "('Romero and Juliet: A Tragic Tale of Love and Zombies', 'One', 36.94, 'default_15', 15.0)\n",
      "('Redeeming Love', 'Five', 20.47, 'christian-fiction_34', 15.0)\n",
      "('Poses for Artists Volume 1 - Dynamic and Sitting Poses: An Essential Reference for Figure Drawing and the Human Form', 'One', 41.06, 'default_15', 15.0)\n",
      "('Poems That Make Grown Women Cry', 'Four', 14.19, 'poetry_23', 15.0)\n",
      "('Nightingale, Sing', 'One', 38.28, 'young-adult_21', 15.0)\n",
      "('Night Sky with Exit Wounds', 'One', 41.05, 'poetry_23', 15.0)\n",
      "('Mrs. Houdini', 'Five', 30.25, 'historical-fiction_4', 15.0)\n",
      "('Modern Romance', 'Five', 28.26, 'add-a-comment_18', 15.0)\n",
      "('Miss Peregrineâ\\x80\\x99s Home for Peculiar Children (Miss Peregrineâ\\x80\\x99s Peculiar Children #1)', 'One', 10.76, 'default_15', 15.0)\n",
      "('Louisa: The Extraordinary Life of Mrs. Adams', 'Two', 16.85, 'biography_36', 15.0)\n",
      "('Little Red', 'Three', 13.47, 'childrens_11', 15.0)\n",
      "('Library of Souls (Miss Peregrineâ\\x80\\x99s Peculiar Children #3)', 'Five', 48.56, 'young-adult_21', 15.0)\n",
      "('Large Print Heart of the Pride', 'Two', 19.15, 'default_15', 15.0)\n",
      "('I Had a Nice Time And Other Lies...: How to find love & sh*t like that', 'Four', 57.36, 'womens-fiction_9', 15.0)\n",
      "('Hollow City (Miss Peregrineâ\\x80\\x99s Peculiar Children #2)', 'One', 42.98, 'fantasy_19', 15.0)\n",
      "('Grumbles', 'Two', 22.16, 'default_15', 15.0)\n",
      "('Full Moon over Noahâ\\x80\\x99s Ark: An Odyssey to Mount Ararat and Beyond', 'Four', 49.43, 'travel_2', 15.0)\n",
      "('Frostbite (Vampire Academy #2)', 'Five', 29.99, 'young-adult_21', 15.0)\n",
      "('Follow You Home', 'One', 21.36, 'horror_31', 15.0)\n",
      "('First Steps for New Christians (Print Edition)', 'One', 29.0, 'default_15', 15.0)\n",
      "('Finders Keepers (Bill Hodges Trilogy #2)', 'Five', 53.53, 'fiction_10', 15.0)\n",
      "('Fables, Vol. 1: Legends in Exile (Fables #1)', 'Four', 41.62, 'sequential-art_5', 15.0)\n",
      "('Eureka Trivia 6.0', 'Four', 54.59, 'default_15', 15.0)\n",
      "('Drive: The Surprising Truth About What Motivates Us', 'Four', 34.95, 'default_15', 15.0)\n",
      "('Done Rubbed Out (Reightman & Bailey #1)', 'Five', 37.72, 'default_15', 15.0)\n",
      "('Doing It Over (Most Likely To #1)', 'Three', 35.61, 'romance_8', 15.0)\n",
      "('Deliciously Ella Every Day: Quick and Easy Recipes for Gluten-Free Snacks, Packed Lunches, and Simple Meals', 'Three', 42.16, 'food-and-drink_33', 15.0)\n",
      "('Dark Notes', 'Five', 19.19, 'erotica_50', 15.0)\n",
      "('Daring Greatly: How the Courage to Be Vulnerable Transforms the Way We Live, Love, Parent, and Lead', 'Three', 19.43, 'nonfiction_13', 15.0)\n",
      "('Close to You', 'Four', 49.46, 'christian-fiction_34', 15.0)\n",
      "('Chasing Heaven: What Dying Taught Me About Living', 'Two', 37.8, 'spirituality_39', 15.0)\n",
      "('Big Magic: Creative Living Beyond Fear', 'Three', 30.8, 'nonfiction_13', 15.0)\n",
      "('Becoming Wise: An Inquiry into the Mystery and Art of Living', 'Two', 27.43, 'nonfiction_13', 15.0)\n",
      "('Beauty Restored (Riley Family Legacy Novellas #3)', 'Two', 11.11, 'default_15', 15.0)\n",
      "('Batman: The Long Halloween (Batman)', 'Two', 36.5, 'sequential-art_5', 15.0)\n",
      "('Batman: The Dark Knight Returns (Batman)', 'Five', 15.38, 'sequential-art_5', 15.0)\n",
      "(\"Ayumi's Violin\", 'Two', 15.48, 'default_15', 15.0)\n",
      "('Anonymous', 'Four', 46.82, 'default_15', 15.0)\n",
      "('Amy Meets the Saints and Sages', 'Three', 18.46, 'default_15', 15.0)\n",
      "('Amid the Chaos', 'One', 36.58, 'cultural_49', 15.0)\n",
      "('Amatus', 'Five', 50.54, 'default_15', 15.0)\n",
      "('Agnostic: A Spirited Manifesto', 'Five', 12.51, 'nonfiction_13', 15.0)\n",
      "('Zealot: The Life and Times of Jesus of Nazareth', 'Three', 24.7, 'history_32', 14.0)\n",
      "('You (You #1)', 'Five', 43.61, 'thriller_37', 14.0)\n",
      "('Wonder Woman: Earth One, Volume One (Wonder Woman: Earth One #1)', 'Four', 37.34, 'sequential-art_5', 14.0)\n",
      "('Wild Swans', 'Two', 14.36, 'young-adult_21', 14.0)\n",
      "('Why the Right Went Wrong: Conservatism--From Goldwater to the Tea Party and Beyond', 'Four', 52.65, 'politics_48', 14.0)\n",
      "('Whole Lotta Creativity Going On: 60 Fun and Unusual Exercises to Awaken and Strengthen Your Creativity', 'Four', 38.2, 'nonfiction_13', 14.0)\n",
      "(\"What's It Like in Space?: Stories from Astronauts Who've Been There\", 'Two', 19.6, 'nonfiction_13', 14.0)\n",
      "('We Are Robin, Vol. 1: The Vigilante Business (We Are Robin #1)', 'One', 53.9, 'sequential-art_5', 14.0)\n",
      "(\"Walt Disney's Alice in Wonderland\", 'Five', 12.96, 'childrens_11', 14.0)\n",
      "('V for Vendetta (V for Vendetta Complete)', 'Four', 37.1, 'default_15', 14.0)\n",
      "('Until Friday Night (The Field Party #1)', 'Two', 46.31, 'young-adult_21', 14.0)\n",
      "('Unbroken: A World War II Story of Survival, Resilience, and Redemption', 'Two', 45.95, 'default_15', 14.0)\n",
      "('Twenty Yawns', 'Two', 22.08, 'childrens_11', 14.0)\n",
      "('Through the Woods', 'Two', 25.38, 'sequential-art_5', 14.0)\n",
      "('This Is Where It Ends', 'Two', 27.12, 'young-adult_21', 14.0)\n",
      "('The Year of Magical Thinking', 'Two', 43.04, 'nonfiction_13', 14.0)\n",
      "('The Wright Brothers', 'Four', 56.8, 'default_15', 14.0)\n",
      "(\"The White Queen (The Cousins' War #1)\", 'Five', 25.91, 'add-a-comment_18', 14.0)\n",
      "(\"The Wedding Pact (The O'Malleys #2)\", 'Three', 32.61, 'romance_8', 14.0)\n",
      "('The Time Keeper', 'Five', 27.88, 'fiction_10', 14.0)\n",
      "('The Testament of Mary', 'Four', 52.67, 'fiction_10', 14.0)\n",
      "('The Star-Touched Queen', 'Five', 46.02, 'fantasy_19', 14.0)\n",
      "('The Songs of the Gods', 'Five', 44.48, 'default_15', 14.0)\n",
      "('The Song of Achilles', 'Five', 37.4, 'add-a-comment_18', 14.0)\n",
      "('The Rosie Project (Don Tillman #1)', 'One', 54.04, 'default_15', 14.0)\n",
      "('The Power of Habit: Why We Do What We Do in Life and Business', 'Three', 16.88, 'default_15', 14.0)\n",
      "('The Marriage of Opposites', 'Four', 28.08, 'historical-fiction_4', 14.0)\n",
      "('The Lucifer Effect: Understanding How Good People Turn Evil', 'One', 10.4, 'psychology_26', 14.0)\n",
      "('The Long Haul (Diary of a Wimpy Kid #9)', 'One', 44.07, 'humor_30', 14.0)\n",
      "('The Loney', 'One', 23.4, 'horror_31', 14.0)\n",
      "('The Literature Book (Big Ideas Simply Explained)', 'Three', 17.43, 'nonfiction_13', 14.0)\n",
      "('The Last Mile (Amos Decker #2)', 'Two', 54.21, 'mystery_3', 14.0)\n",
      "('The Immortal Life of Henrietta Lacks', 'Two', 40.67, 'add-a-comment_18', 14.0)\n",
      "('The Hidden Oracle (The Trials of Apollo #1)', 'Two', 52.26, 'fantasy_19', 14.0)\n",
      "('The Help Yourself Cookbook for Kids: 60 Easy Plant-Based Recipes Kids Can Make to Stay Healthy and Save the Earth', 'Three', 28.77, 'food-and-drink_33', 14.0)\n",
      "('The Guilty (Will Robie #4)', 'Two', 13.82, 'thriller_37', 14.0)\n",
      "('The First Hostage (J.B. Collins #2)', 'Three', 25.85, 'fiction_10', 14.0)\n",
      "('The Dovekeepers', 'One', 48.78, 'add-a-comment_18', 14.0)\n",
      "('The Darkest Lie', 'Five', 35.35, 'young-adult_21', 14.0)\n",
      "('The Bane Chronicles (The Bane Chronicles #1-11)', 'Four', 44.73, 'fantasy_19', 14.0)\n",
      "('The Bad-Ass Librarians of Timbuktu: And Their Race to Save the Worldâ\\x80\\x99s Most Precious Manuscripts', 'One', 15.77, 'nonfiction_13', 14.0)\n",
      "('The 14th Colony (Cotton Malone #11)', 'One', 39.24, 'thriller_37', 14.0)\n",
      "('That Darkness (Gardiner and Renner #1)', 'One', 13.92, 'mystery_3', 14.0)\n",
      "('Tastes Like Fear (DI Marnie Rome #3)', 'One', 10.69, 'mystery_3', 14.0)\n",
      "('Take Me with You', 'Three', 45.21, 'fiction_10', 14.0)\n",
      "('Swell: A Year of Waves', 'One', 45.58, 'nonfiction_13', 14.0)\n",
      "('Superman Vol. 1: Before Truth (Superman by Gene Luen Yang #1)', 'Five', 11.89, 'sequential-art_5', 14.0)\n",
      "('Still Life with Bread Crumbs', 'Three', 26.41, 'fiction_10', 14.0)\n",
      "('Steve Jobs', 'Five', 39.5, 'default_15', 14.0)\n",
      "('Sorting the Beef from the Bull: The Science of Food Fraud Forensics', 'Four', 44.74, 'science_22', 14.0)\n",
      "('Someone Like You (The Harrisons #2)', 'Five', 52.79, 'contemporary_38', 14.0)\n",
      "('So Cute It Hurts!!, Vol. 6 (So Cute It Hurts!! #6)', 'Four', 35.43, 'sequential-art_5', 14.0)\n",
      "('Shtum', 'Four', 55.84, 'fiction_10', 14.0)\n",
      "('See America: A Celebration of Our National Parks & Treasured Sites', 'Three', 48.87, 'travel_2', 14.0)\n",
      "('salt.', 'Four', 46.78, 'poetry_23', 14.0)\n",
      "('Robin War', 'Three', 47.82, 'sequential-art_5', 14.0)\n",
      "('Red Hood/Arsenal, Vol. 1: Open for Business (Red Hood/Arsenal #1)', 'Two', 25.48, 'sequential-art_5', 14.0)\n",
      "('Rain Fish', 'Three', 23.57, 'childrens_11', 14.0)\n",
      "('Quarter Life Poetry: Poems for the Young, Broke and Hangry', 'Five', 50.89, 'poetry_23', 14.0)\n",
      "('Pet Sematary', 'Three', 10.56, 'horror_31', 14.0)\n",
      "('Overload: How to Unplug, Unwind, and Unleash Yourself from the Pressure of Stress', 'Three', 52.15, 'self-help_41', 14.0)\n",
      "('Once Was a Time', 'Two', 18.28, 'childrens_11', 14.0)\n",
      "('Old School (Diary of a Wimpy Kid #10)', 'Five', 11.83, 'humor_30', 14.0)\n",
      "('No Dream Is Too High: Life Lessons From a Man Who Walked on the Moon', 'Two', 21.95, 'nonfiction_13', 14.0)\n",
      "('Naruto (3-in-1 Edition), Vol. 14: Includes Vols. 40, 41 & 42 (Naruto: Omnibus #14)', 'Two', 38.39, 'sequential-art_5', 14.0)\n",
      "('My Name Is Lucy Barton', 'One', 41.56, 'fiction_10', 14.0)\n",
      "('My Mrs. Brown', 'Three', 24.48, 'fiction_10', 14.0)\n",
      "('My Kind of Crazy', 'One', 40.36, 'young-adult_21', 14.0)\n",
      "('Mr. Mercedes (Bill Hodges Trilogy #1)', 'One', 28.9, 'fiction_10', 14.0)\n",
      "('More Than Music (Chasing the Dream #1)', 'Two', 37.61, 'add-a-comment_18', 14.0)\n",
      "('Made to Stick: Why Some Ideas Survive and Others Die', 'Five', 38.85, 'business_35', 14.0)\n",
      "('Luis Paints the World', 'Three', 53.95, 'childrens_11', 14.0)\n",
      "('Luckiest Girl Alive', 'Three', 49.83, 'default_15', 14.0)\n",
      "('Lowriders to the Center of the Earth (Lowriders in Space #2)', 'Two', 51.51, 'sequential-art_5', 14.0)\n",
      "('Love Is a Mix Tape (Music #1)', 'One', 18.03, 'music_14', 14.0)\n",
      "('Looking for Lovely: Collecting the Moments that Matter', 'Five', 29.14, 'nonfiction_13', 14.0)\n",
      "('Living Leadership by Insight: A Good Leader Achieves, a Great Leader Builds Monuments', 'Four', 46.91, 'default_15', 14.0)\n",
      "('Let It Out: A Journey Through Journaling', 'Five', 26.79, 'nonfiction_13', 14.0)\n",
      "('Lady Midnight (The Dark Artifices #1)', 'Five', 16.28, 'default_15', 14.0)\n",
      "(\"It's All Easy: Healthy, Delicious Weeknight Meals in under 30 Minutes\", 'One', 19.55, 'food-and-drink_33', 14.0)\n",
      "('Island of Dragons (Unwanteds #7)', 'One', 29.65, 'fantasy_19', 14.0)\n",
      "(\"I Know What I'm Doing -- and Other Lies I Tell Myself: Dispatches from a Life Under Construction\", 'Four', 25.98, 'humor_30', 14.0)\n",
      "('I Am Pilgrim (Pilgrim #1)', 'Four', 10.6, 'fiction_10', 14.0)\n",
      "('Hyperbole and a Half: Unfortunate Situations, Flawed Coping Mechanisms, Mayhem, and Other Things That Happened', 'Five', 14.75, 'humor_30', 14.0)\n",
      "('Hush, Hush (Hush, Hush #1)', 'Three', 47.02, 'default_15', 14.0)\n",
      "('Hold Your Breath (Search and Rescue #1)', 'One', 28.82, 'romance_8', 14.0)\n",
      "('Hamilton: The Revolution', 'Three', 58.79, 'nonfiction_13', 14.0)\n",
      "('Greek Mythic History', 'Five', 10.23, 'default_15', 14.0)\n",
      "('God: The Most Unpleasant Character in All Fiction', 'Five', 30.03, 'religion_12', 14.0)\n",
      "('Glory over Everything: Beyond The Kitchen House', 'Three', 45.84, 'historical-fiction_4', 14.0)\n",
      "('Feathers: Displays of Brilliant Plumage', 'Three', 49.05, 'art_25', 14.0)\n",
      "('Far & Away: Places on the Brink of Change: Seven Continents, Twenty-Five Years', 'Four', 15.06, 'nonfiction_13', 14.0)\n",
      "('Every Last Word', 'Three', 46.47, 'default_15', 14.0)\n",
      "('Eligible (The Austen Project #4)', 'Three', 27.09, 'fiction_10', 14.0)\n",
      "('El Deafo', 'Five', 57.62, 'sequential-art_5', 14.0)\n",
      "('Eight Hundred Grapes', 'Four', 14.39, 'fiction_10', 14.0)\n",
      "('Eaternity: More than 150 Deliciously Easy Vegan Recipes for a Long, Healthy, Satisfied, Joyful Life', 'Five', 51.75, 'nonfiction_13', 14.0)\n",
      "('Eat Fat, Get Thin', 'Two', 54.07, 'health_47', 14.0)\n",
      "(\"Don't Get Caught\", 'One', 55.35, 'young-adult_21', 14.0)\n",
      "('Doctor Sleep (The Shining #2)', 'Two', 40.12, 'horror_31', 14.0)\n",
      "('Demigods & Magicians: Percy and Annabeth Meet the Kanes (Percy Jackson & Kane Chronicles Crossover #1-3)', 'Five', 37.51, 'fantasy_19', 14.0)\n",
      "('Dear Mr. Knightley', 'Five', 11.21, 'fiction_10', 14.0)\n",
      "('Daily Fantasy Sports', 'One', 36.58, 'default_15', 14.0)\n",
      "('Crazy Love: Overwhelmed by a Relentless God', 'Two', 47.72, 'christian_43', 14.0)\n",
      "('Cometh the Hour (The Clifton Chronicles #6)', 'Three', 25.01, 'fiction_10', 14.0)\n",
      "('Code Name Verity (Code Name Verity #1)', 'Four', 22.13, 'add-a-comment_18', 14.0)\n",
      "('Clockwork Angel (The Infernal Devices #1)', 'One', 44.14, 'default_15', 14.0)\n",
      "('City of Glass (The Mortal Instruments #3)', 'Four', 56.02, 'fantasy_19', 14.0)\n",
      "('City of Fallen Angels (The Mortal Instruments #4)', 'Four', 11.23, 'default_15', 14.0)\n",
      "('City of Bones (The Mortal Instruments #1)', 'One', 43.28, 'default_15', 14.0)\n",
      "('City of Ashes (The Mortal Instruments #2)', 'One', 47.27, 'default_15', 14.0)\n",
      "('Cell', 'Four', 20.29, 'add-a-comment_18', 14.0)\n",
      "('Catching Jordan (Hundred Oaks)', 'Three', 50.83, 'young-adult_21', 14.0)\n",
      "('Carry On, Warrior: Thoughts on Life Unarmed', 'Three', 31.85, 'default_15', 14.0)\n",
      "('Carrie', 'Two', 46.23, 'default_15', 14.0)\n",
      "('Buying In: The Secret Dialogue Between What We Buy and Who We Are', 'Four', 37.8, 'nonfiction_13', 14.0)\n",
      "('Brain on Fire: My Month of Madness', 'Five', 49.32, 'nonfiction_13', 14.0)\n",
      "('Batman: Europa', 'Two', 32.01, 'sequential-art_5', 14.0)\n",
      "('Barefoot Contessa Back to Basics', 'One', 28.01, 'food-and-drink_33', 14.0)\n",
      "(\"Barefoot Contessa at Home: Everyday Recipes You'll Make Over and Over Again\", 'Five', 50.62, 'food-and-drink_33', 14.0)\n",
      "('Balloon Animals', 'Three', 17.03, 'fiction_10', 14.0)\n",
      "('Art Ops Vol. 1', 'Three', 48.8, 'sequential-art_5', 14.0)\n",
      "('Aristotle and Dante Discover the Secrets of the Universe (Aristotle and Dante Discover the Secrets of the Universe #1)', 'Four', 58.14, 'young-adult_21', 14.0)\n",
      "('Angels Walking (Angels Walking #1)', 'Two', 34.2, 'add-a-comment_18', 14.0)\n",
      "('Angels & Demons (Robert Langdon #1)', 'Three', 51.48, 'default_15', 14.0)\n",
      "('All the Light We Cannot See', 'Five', 29.87, 'historical_42', 14.0)\n",
      "('Adulthood Is a Myth: A \"Sarah\\'s Scribbles\" Collection', 'Two', 10.9, 'sequential-art_5', 14.0)\n",
      "('Abstract City', 'Five', 56.37, 'nonfiction_13', 14.0)\n",
      "('A Time of Torment (Charlie Parker #14)', 'Five', 48.35, 'mystery_3', 14.0)\n",
      "('A Study in Scarlet (Sherlock Holmes #1)', 'Two', 16.73, 'mystery_3', 14.0)\n",
      "('A Series of Catastrophes and Miracles: A True Story of Love, Science, and Cancer', 'Two', 56.48, 'add-a-comment_18', 14.0)\n",
      "(\"A People's History of the United States\", 'Two', 40.79, 'add-a-comment_18', 14.0)\n",
      "('A Man Called Ove', 'One', 39.72, 'fiction_10', 14.0)\n",
      "('A Distant Mirror: The Calamitous 14th Century', 'Three', 14.58, 'history_32', 14.0)\n",
      "('A Brush of Wings (Angels Walking #3)', 'One', 55.51, 'add-a-comment_18', 14.0)\n",
      "('1491: New Revelations of the Americas Before Columbus', 'Three', 21.8, 'history_32', 14.0)\n",
      "('The Three Searches, Meaning, and the Story', 'Three', 13.33, 'default_15', 13.0)\n",
      "('Searching for Meaning in Gailana', 'One', 38.73, 'fantasy_19', 13.0)\n",
      "('Rook', 'Four', 37.86, 'add-a-comment_18', 13.0)\n",
      "('My Kitchen Year: 136 Recipes That Saved My Life', 'Two', 11.53, 'food-and-drink_33', 13.0)\n",
      "('13 Hours: The Inside Account of What Really Happened In Benghazi', 'One', 27.06, 'nonfiction_13', 13.0)\n",
      "(\"Will You Won't You Want Me?\", 'Three', 13.86, 'womens-fiction_9', 12.0)\n",
      "('Tipping Point for Planet Earth: How Close Are We to the Edge?', 'One', 37.55, 'science_22', 12.0)\n",
      "('The Star-Touched Queen', 'Five', 32.3, 'fantasy_19', 12.0)\n",
      "('The Silent Sister (Riley MacPherson #1)', 'Five', 46.29, 'fiction_10', 12.0)\n",
      "('The Midnight Watch: A Novel of the Titanic and the Californian', 'One', 26.2, 'add-a-comment_18', 12.0)\n",
      "('The Lonely City: Adventures in the Art of Being Alone', 'Two', 33.26, 'nonfiction_13', 12.0)\n",
      "('The Gray Rhino: How to Recognize and Act on the Obvious Dangers We Ignore', 'Four', 59.15, 'add-a-comment_18', 12.0)\n",
      "('The Golden Condom: And Other Essays on Love Lost and Found', 'One', 39.43, 'psychology_26', 12.0)\n",
      "('The Epidemic (The Program 0.6)', 'Five', 14.44, 'young-adult_21', 12.0)\n",
      "('The Dinner Party', 'Two', 56.54, 'fiction_10', 12.0)\n",
      "('The Diary of a Young Girl', 'Three', 59.9, 'nonfiction_13', 12.0)\n",
      "('The Children', 'Three', 11.88, 'add-a-comment_18', 12.0)\n",
      "('Stars Above (The Lunar Chronicles #4.5)', 'Two', 48.05, 'young-adult_21', 12.0)\n",
      "('Snatched: How A Drug Queen Went Undercover for the DEA and Was Kidnapped By Colombian Guerillas', 'Three', 21.21, 'nonfiction_13', 12.0)\n",
      "('Raspberry Pi Electronics Projects for the Evil Genius', 'Four', 49.67, 'default_15', 12.0)\n",
      "('Quench Your Own Thirst: Business Lessons Learned Over a Beer or Two', 'One', 43.14, 'business_35', 12.0)\n",
      "('Psycho: Sanitarium (Psycho #1.5)', 'Five', 36.97, 'horror_31', 12.0)\n",
      "('Poisonous (Max Revere Novels #3)', 'Three', 26.8, 'mystery_3', 12.0)\n",
      "('One with You (Crossfire #5)', 'Four', 15.71, 'add-a-comment_18', 12.0)\n",
      "('No Love Allowed (Dodge Cove #1)', 'Four', 54.65, 'young-adult_21', 12.0)\n",
      "('Murder at the 42nd Street Library (Raymond Ambler #1)', 'Four', 54.36, 'mystery_3', 12.0)\n",
      "('Most Wanted', 'Three', 35.28, 'mystery_3', 12.0)\n",
      "('Love, Lies and Spies', 'Two', 20.55, 'historical-fiction_4', 12.0)\n",
      "('How to Speak Golf: An Illustrated Guide to Links Lingo', 'Five', 58.32, 'default_15', 12.0)\n",
      "('Hide Away (Eve Duncan #20)', 'One', 11.84, 'mystery_3', 12.0)\n",
      "('Furiously Happy: A Funny Book About Horrible Things', 'Four', 41.46, 'nonfiction_13', 12.0)\n",
      "('Everyday Italian: 125 Simple and Delicious Recipes', 'Five', 20.1, 'food-and-drink_33', 12.0)\n",
      "(\"Equal Is Unfair: America's Misguided Fight Against Income Inequality\", 'One', 56.86, 'politics_48', 12.0)\n",
      "('Eleanor & Park', 'Five', 56.51, 'default_15', 12.0)\n",
      "('Dirty (Dive Bar #1)', 'Four', 40.83, 'romance_8', 12.0)\n",
      "('Can You Keep a Secret? (Fear Street Relaunch #4)', 'One', 48.64, 'horror_31', 12.0)\n",
      "('Boar Island (Anna Pigeon #19)', 'Three', 59.48, 'mystery_3', 12.0)\n",
      "('A Paris Apartment', 'Four', 39.01, 'historical-fiction_4', 12.0)\n",
      "('A la Mode: 120 Recipes in 60 Pairings: Pies, Tarts, Cakes, Crisps, and More Topped with Ice Cream, Gelato, Frozen Custard, and More', 'One', 38.77, 'food-and-drink_33', 12.0)\n",
      "('Troublemaker: Surviving Hollywood and Scientology', 'Two', 48.39, 'default_15', 11.0)\n",
      "('The Widow', 'Two', 27.26, 'mystery_3', 11.0)\n",
      "('The Sleep Revolution: Transforming Your Life, One Night at a Time', 'Four', 11.68, 'nonfiction_13', 11.0)\n",
      "('The Improbability of Love', 'One', 59.45, 'fiction_10', 11.0)\n",
      "('The Art of Startup Fundraising', 'Three', 21.0, 'business_35', 11.0)\n",
      "('Take Me Home Tonight (Rock Star Romance #3)', 'Three', 53.98, 'romance_8', 11.0)\n",
      "('Sleeping Giants (Themis Files #1)', 'One', 48.74, 'science-fiction_16', 11.0)\n",
      "('Setting the World on Fire: The Brief, Astonishing Life of St. Catherine of Siena', 'Two', 21.15, 'biography_36', 11.0)\n",
      "('Playing with Fire', 'Three', 13.71, 'mystery_3', 11.0)\n",
      "('Off the Hook (Fishing for Trouble #1)', 'Three', 47.67, 'romance_8', 11.0)\n",
      "('Mothering Sunday', 'Two', 13.34, 'fiction_10', 11.0)\n",
      "('Mother, Can You Not?', 'Five', 16.89, 'nonfiction_13', 11.0)\n",
      "('M Train', 'One', 27.18, 'autobiography_27', 11.0)\n",
      "('Lilac Girls', 'Two', 17.28, 'historical-fiction_4', 11.0)\n",
      "('Lies and Other Acts of Love', 'One', 45.14, 'fiction_10', 11.0)\n",
      "('Lab Girl', 'One', 40.85, 'autobiography_27', 11.0)\n",
      "('Keep Me Posted', 'Four', 20.46, 'womens-fiction_9', 11.0)\n",
      "(\"It Didn't Start with You: How Inherited Family Trauma Shapes Who We Are and How to End the Cycle\", 'Three', 56.27, 'psychology_26', 11.0)\n",
      "('Grey (Fifty Shades #4)', 'Four', 48.49, 'womens-fiction_9', 11.0)\n",
      "('Exit, Pursued by a Bear', 'Four', 51.34, 'young-adult_21', 11.0)\n",
      "('Daredevils', 'Three', 16.34, 'fiction_10', 11.0)\n",
      "('Cravings: Recipes for What You Want to Eat', 'Three', 20.5, 'food-and-drink_33', 11.0)\n",
      "('Born for This: How to Find the Work You Were Meant to Do', 'Five', 21.59, 'business_35', 11.0)\n",
      "('Arena', 'Four', 21.36, 'science-fiction_16', 11.0)\n",
      "('Adultery', 'Five', 20.88, 'default_15', 11.0)\n",
      "(\"A Mother's Reckoning: Living in the Aftermath of Tragedy\", 'Three', 19.53, 'nonfiction_13', 11.0)\n",
      "(\"A Gentleman's Position (Society of Gentlemen #3)\", 'Five', 14.75, 'romance_8', 11.0)\n",
      "('11/22/63', 'Three', 48.48, 'fiction_10', 11.0)\n",
      "('10% Happier: How I Tamed the Voice in My Head, Reduced Stress Without Losing My Edge, and Found Self-Help That Actually Works', 'Two', 24.57, 'nonfiction_13', 10.0)\n",
      "('10-Day Green Smoothie Cleanse: Lose Up to 15 Pounds in 10 Days!', 'Five', 49.71, 'health_47', 10.0)\n",
      "('Without Shame', 'Five', 48.27, 'add-a-comment_18', 9.0)\n",
      "('Watchmen', 'Four', 58.05, 'add-a-comment_18', 9.0)\n",
      "('Unlimited Intuition Now', 'Four', 58.87, 'default_15', 9.0)\n",
      "('Underlying Notes', 'Two', 11.82, 'default_15', 9.0)\n",
      "('The Shack', 'One', 28.03, 'fiction_10', 9.0)\n",
      "('The New Brand You: Your New Image Makes the Sale for You', 'Five', 44.05, 'default_15', 9.0)\n",
      "('The Moosewood Cookbook: Recipes from Moosewood Restaurant, Ithaca, New York', 'Four', 12.34, 'food-and-drink_33', 9.0)\n",
      "('The Flowers Lied', 'Two', 16.68, 'default_15', 9.0)\n",
      "('The Fabric of the Cosmos: Space, Time, and the Texture of Reality', 'One', 55.91, 'science_22', 9.0)\n",
      "('The Book of Mormon', 'Three', 24.57, 'religion_12', 9.0)\n",
      "('The Art and Science of Low Carbohydrate Living', 'Five', 52.98, 'health_47', 9.0)\n",
      "('The Alien Club', 'One', 54.4, 'young-adult_21', 9.0)\n",
      "('Suzie Snowflake: One beautiful flake (a self-esteem story)', 'Five', 54.81, 'novels_46', 9.0)\n",
      "('Nap-a-Roo', 'One', 25.08, 'childrens_11', 9.0)\n",
      "('NaNo What Now? Finding your editing process, revising your NaNoWriMo book and building a writing career through publishing and beyond', 'Four', 10.41, 'default_15', 9.0)\n",
      "('Modern Day Fables', 'Two', 47.44, 'default_15', 9.0)\n",
      "(\"If I Gave You God's Phone Number....: Searching for Spirituality in America\", 'One', 20.91, 'spirituality_39', 9.0)\n",
      "('Fruits Basket, Vol. 9 (Fruits Basket #9)', 'Four', 33.95, 'sequential-art_5', 9.0)\n",
      "('Dress Your Family in Corduroy and Denim', 'Three', 43.68, 'humor_30', 9.0)\n",
      "(\"Don't Forget Steven\", 'One', 33.23, 'young-adult_21', 9.0)\n",
      "(\"Chernobyl 01:23:40: The Incredible True Story of the World's Worst Nuclear Disaster\", 'Two', 35.92, 'nonfiction_13', 9.0)\n",
      "('Art and Fear: Observations on the Perils (and Rewards) of Artmaking', 'Four', 48.63, 'art_25', 9.0)\n",
      "('A Shard of Ice (The Black Symphony Saga #1)', 'Three', 56.63, 'fantasy_19', 9.0)\n",
      "(\"A Hero's Curse (The Unseen Chronicles #1)\", 'Three', 50.49, 'add-a-comment_18', 9.0)\n",
      "('23 Degrees South: A Tropical Tale of Changing Whether...', 'Two', 35.79, 'add-a-comment_18', 9.0)\n",
      "('Zero to One: Notes on Startups, or How to Build the Future', 'Three', 34.06, 'nonfiction_13', 8.0)\n",
      "('Why Not Me?', 'One', 17.76, 'nonfiction_13', 8.0)\n",
      "('When Breath Becomes Air', 'Two', 39.36, 'nonfiction_13', 8.0)\n",
      "('Vagabonding: An Uncommon Guide to the Art of Long-Term World Travel', 'Two', 36.94, 'travel_2', 8.0)\n",
      "('The Unlikely Pilgrimage of Harold Fry (Harold Fry #1)', 'Five', 43.62, 'default_15', 8.0)\n",
      "('The New Drawing on the Right Side of the Brain', 'Three', 43.02, 'art_25', 8.0)\n",
      "(\"The Midnight Assassin: Panic, Scandal, and the Hunt for America's First Serial Killer\", 'Four', 28.45, 'nonfiction_13', 8.0)\n",
      "('The Martian (The Martian #1)', 'Two', 41.39, 'default_15', 8.0)\n",
      "('The High Mountains of Portugal', 'One', 51.15, 'fiction_10', 8.0)\n",
      "('The Grownup', 'One', 35.88, 'short-stories_45', 8.0)\n",
      "(\"The E-Myth Revisited: Why Most Small Businesses Don't Work and What to Do About It\", 'One', 36.91, 'business_35', 8.0)\n",
      "('South of Sunshine', 'One', 28.93, 'young-adult_21', 8.0)\n",
      "('Smarter Faster Better: The Secrets of Being Productive in Life and Business', 'Five', 38.89, 'nonfiction_13', 8.0)\n",
      "('Silence in the Dark (Logan Point #4)', 'Three', 58.33, 'suspense_44', 8.0)\n",
      "('Shadows of the Past (Logan Point #1)', 'Five', 39.67, 'christian-fiction_34', 8.0)\n",
      "('Roller Girl', 'Five', 14.1, 'sequential-art_5', 8.0)\n",
      "('Rising Strong', 'Three', 21.82, 'nonfiction_13', 8.0)\n",
      "('Proofs of God: Classical Arguments from Tertullian to Barth', 'One', 54.21, 'philosophy_7', 8.0)\n",
      "('Please Kill Me: The Uncensored Oral History of Punk', 'Four', 31.19, 'music_14', 8.0)\n",
      "('Out of Print: City Lights Spotlight No. 14', 'Five', 53.64, 'poetry_23', 8.0)\n",
      "('My Life Next Door (My Life Next Door )', 'Five', 36.39, 'young-adult_21', 8.0)\n",
      "(\"Miller's Valley\", 'Two', 58.54, 'fiction_10', 8.0)\n",
      "(\"Man's Search for Meaning\", 'Three', 29.48, 'nonfiction_13', 8.0)\n",
      "(\"Love That Boy: What Two Presidents, Eight Road Trips, and My Son Taught Me About a Parent's Expectations\", 'Two', 25.06, 'nonfiction_13', 8.0)\n",
      "('Living Forward: A Proven Plan to Stop Drifting and Get the Life You Want', 'Three', 12.55, 'nonfiction_13', 8.0)\n",
      "('Les Fleurs du Mal', 'Five', 29.04, 'poetry_23', 8.0)\n",
      "('Left Behind (Left Behind #1)', 'Two', 40.72, 'default_15', 8.0)\n",
      "(\"Kill 'Em and Leave: Searching for James Brown and the American Soul\", 'Five', 45.05, 'music_14', 8.0)\n",
      "('Kierkegaard: A Christian Missionary to Christians', 'One', 47.13, 'philosophy_7', 8.0)\n",
      "('John Vassos: Industrial Design for Modern Life', 'Four', 20.22, 'default_15', 8.0)\n",
      "(\"I'll Give You the Sun\", 'One', 56.48, 'default_15', 8.0)\n",
      "('I Will Find You', 'One', 44.21, 'nonfiction_13', 8.0)\n",
      "('Hystopia: A Novel', 'Four', 21.96, 'fiction_10', 8.0)\n",
      "('Howl and Other Poems', 'Two', 40.45, 'poetry_23', 8.0)\n",
      "('History of Beauty', 'Four', 10.29, 'art_25', 8.0)\n",
      "(\"Heaven is for Real: A Little Boy's Astounding Story of His Trip to Heaven and Back\", 'Two', 52.86, 'default_15', 8.0)\n",
      "('Future Shock (Future Shock #1)', 'Five', 55.65, 'young-adult_21', 8.0)\n",
      "(\"Ender's Game (The Ender Quintet #1)\", 'One', 43.64, 'default_15', 8.0)\n",
      "('Diary of a Citizen Scientist: Chasing Tiger Beetles and Other New Ways of Engaging the World', 'One', 28.41, 'science_22', 8.0)\n",
      "('Death by Leisure: A Cautionary Tale', 'Four', 37.51, 'default_15', 8.0)\n",
      "('Brilliant Beacons: A History of the American Lighthouse', 'Three', 11.45, 'history_32', 8.0)\n",
      "(\"Brazen: The Courage to Find the You That's Been Hiding\", 'Two', 19.22, 'nonfiction_13', 8.0)\n",
      "('Between the World and Me', 'Four', 56.91, 'nonfiction_13', 8.0)\n",
      "('Being Mortal: Medicine and What Matters in the End', 'Four', 55.06, 'nonfiction_13', 8.0)\n",
      "('A Murder Over a Girl: Justice, Gender, Junior High', 'Three', 13.2, 'nonfiction_13', 8.0)\n",
      "('32 Yolks', 'Two', 53.63, 'food-and-drink_33', 8.0)\n",
      "('\"Most Blessed of the Patriarchs\": Thomas Jefferson and the Empire of the Imagination', 'Five', 44.48, 'history_32', 8.0)\n",
      "('You Are a Badass: How to Stop Doubting Your Greatness and Start Living an Awesome Life', 'Three', 12.08, 'self-help_41', 7.0)\n",
      "('Wildlife of New York: A Five-Borough Coloring Book', 'Two', 22.14, 'default_15', 7.0)\n",
      "('What Happened on Beale Street (Secrets of the South Mysteries #2)', 'Five', 25.37, 'mystery_3', 7.0)\n",
      "('Unreasonable Hope: Finding Faith in the God Who Brings Purpose to Your Pain', 'Two', 46.33, 'spirituality_39', 7.0)\n",
      "('Under the Tuscan Sun', 'Three', 37.33, 'travel_2', 7.0)\n",
      "(\"Toddlers Are A**holes: It's Not Your Fault\", 'One', 25.55, 'humor_30', 7.0)\n",
      "(\"The Year of Living Biblically: One Man's Humble Quest to Follow the Bible as Literally as Possible\", 'One', 34.72, 'default_15', 7.0)\n",
      "('The Whale', 'Four', 35.96, 'childrens_11', 7.0)\n",
      "('The Story of Art', 'Four', 41.14, 'art_25', 7.0)\n",
      "('The Origin of Species', 'Four', 10.01, 'science_22', 7.0)\n",
      "('The Great Gatsby', 'Four', 36.05, 'default_15', 7.0)\n",
      "('The Good Girl', 'Three', 49.03, 'default_15', 7.0)\n",
      "('The Glass Castle', 'One', 16.24, 'add-a-comment_18', 7.0)\n",
      "(\"The Faith of Christopher Hitchens: The Restless Soul of the World's Most Notorious Atheist\", 'One', 39.55, 'biography_36', 7.0)\n",
      "('The Drowning Girls', 'Three', 35.67, 'add-a-comment_18', 7.0)\n",
      "('The Constant Princess (The Tudor Court #1)', 'Three', 16.62, 'historical-fiction_4', 7.0)\n",
      "('The Bourne Identity (Jason Bourne #1)', 'Four', 42.78, 'fiction_10', 7.0)\n",
      "(\"The Bachelor Girl's Guide to Murder (Herringford and Watts Mysteries #1)\", 'Five', 52.3, 'mystery_3', 7.0)\n",
      "('The Art Book', 'Two', 32.34, 'art_25', 7.0)\n",
      "('The 7 Habits of Highly Effective People: Powerful Lessons in Personal Change', 'Four', 33.17, 'default_15', 7.0)\n",
      "('Team of Rivals: The Political Genius of Abraham Lincoln', 'Five', 20.12, 'add-a-comment_18', 7.0)\n",
      "('Steal Like an Artist: 10 Things Nobody Told You About Being Creative', 'Two', 20.9, 'default_15', 7.0)\n",
      "('Sit, Stay, Love', 'Three', 20.9, 'romance_8', 7.0)\n",
      "('Sister Dear', 'Four', 40.2, 'fiction_10', 7.0)\n",
      "('Shrunken Treasures: Literary Classics, Short, Sweet, and Silly', 'Three', 52.87, 'childrens_11', 7.0)\n",
      "('Rich Dad, Poor Dad', 'One', 51.74, 'business_35', 7.0)\n",
      "('Raymie Nightingale', 'Two', 34.41, 'childrens_11', 7.0)\n",
      "('Playing from the Heart', 'One', 32.38, 'childrens_11', 7.0)\n",
      "('Nightstruck: A Novel', 'Four', 50.35, 'young-adult_21', 7.0)\n",
      "('Naturally Lean: 125 Nourishing Gluten-Free, Plant-Based Recipes--All Under 300 Calories', 'Five', 11.38, 'food-and-drink_33', 7.0)\n",
      "('Meternity', 'Three', 43.58, 'womens-fiction_9', 7.0)\n",
      "('Memoirs of a Geisha', 'Three', 49.67, 'fiction_10', 7.0)\n",
      "('Like Never Before (Walker Family #2)', 'Two', 28.77, 'christian-fiction_34', 7.0)\n",
      "('Life of Pi', 'Four', 13.22, 'default_15', 7.0)\n",
      "('Leave This Song Behind: Teen Poetry at Its Best', 'Five', 51.17, 'poetry_23', 7.0)\n",
      "(\"King's Folly (The Kinsman Chronicles #1)\", 'Five', 39.61, 'fantasy_19', 7.0)\n",
      "('John Adams', 'Four', 57.43, 'add-a-comment_18', 7.0)\n",
      "('How to Cook Everything Vegetarian: Simple Meatless Recipes for Great Food (How to Cook Everything)', 'Four', 46.01, 'food-and-drink_33', 7.0)\n",
      "('How to Be a Domestic Goddess: Baking and the Art of Comfort Cooking', 'Two', 28.25, 'food-and-drink_33', 7.0)\n",
      "('Good in Bed (Cannie Shapiro #1)', 'Five', 37.05, 'add-a-comment_18', 7.0)\n",
      "('Fruits Basket, Vol. 7 (Fruits Basket #7)', 'One', 19.57, 'sequential-art_5', 7.0)\n",
      "('For the Love: Fighting for Grace in a World of Impossible Standards', 'Three', 45.13, 'nonfiction_13', 7.0)\n",
      "('Finding God in the Ruins: How God Redeems Pain', 'Two', 46.64, 'nonfiction_13', 7.0)\n",
      "('Every Heart a Doorway (Every Heart A Doorway #1)', 'Five', 12.16, 'fantasy_19', 7.0)\n",
      "('Delivering the Truth (Quaker Midwife Mystery #1)', 'Four', 20.89, 'mystery_3', 7.0)\n",
      "('Counted With the Stars (Out from Egypt #1)', 'Five', 17.97, 'christian-fiction_34', 7.0)\n",
      "('Chronicles, Vol. 1', 'Two', 52.6, 'music_14', 7.0)\n",
      "('Blue Like Jazz: Nonreligious Thoughts on Christian Spirituality', 'One', 25.77, 'christian_43', 7.0)\n",
      "('Benjamin Franklin: An American Life', 'Three', 48.19, 'biography_36', 7.0)\n",
      "('At The Existentialist CafÃ©: Freedom, Being, and apricot cocktails with: Jean-Paul Sartre, Simone de Beauvoir, Albert Camus, Martin Heidegger, Edmund Husserl, Karl Jaspers, Maurice Merleau-Ponty and others', 'Five', 29.93, 'philosophy_7', 7.0)\n",
      "('A Summer In Europe', 'Two', 44.34, 'travel_2', 7.0)\n",
      "('A Short History of Nearly Everything', 'Five', 52.4, 'history_32', 7.0)\n",
      "('A Gathering of Shadows (Shades of Magic #2)', 'Four', 44.81, 'fantasy_19', 7.0)\n",
      "('The Sound Of Love', 'Five', 57.84, 'default_15', 6.0)\n",
      "('The Rise and Fall of the Third Reich: A History of Nazi Germany', 'Two', 39.67, 'history_32', 6.0)\n",
      "('The Perks of Being a Wallflower', 'Three', 55.02, 'default_15', 6.0)\n",
      "('The Mysterious Affair at Styles (Hercule Poirot #1)', 'Four', 24.8, 'mystery_3', 6.0)\n",
      "('The Man Who Mistook His Wife for a Hat and Other Clinical Tales', 'Four', 59.45, 'nonfiction_13', 6.0)\n",
      "('The Makings of a Fatherless Child', 'Two', 31.58, 'default_15', 6.0)\n",
      "('The Joy of Cooking', 'Four', 43.27, 'add-a-comment_18', 6.0)\n",
      "('The Invention of Wings', 'One', 37.34, 'historical-fiction_4', 6.0)\n",
      "('The Hobbit (Middle-Earth Universe)', 'Five', 17.8, 'default_15', 6.0)\n",
      "('The Great Railway Bazaar', 'One', 30.54, 'travel_2', 6.0)\n",
      "('The Golden Compass (His Dark Materials #1)', 'One', 18.77, 'add-a-comment_18', 6.0)\n",
      "('The God Delusion', 'Three', 46.85, 'add-a-comment_18', 6.0)\n",
      "('The Girl You Left Behind (The Girl You Left Behind #1)', 'One', 15.79, 'historical_42', 6.0)\n",
      "('The Fellowship of the Ring (The Lord of the Rings #1)', 'Two', 10.27, 'default_15', 6.0)\n",
      "('The Collected Poems of W.B. Yeats (The Collected Works of W.B. Yeats #1)', 'Five', 15.42, 'poetry_23', 6.0)\n",
      "('The Barefoot Contessa Cookbook', 'Five', 59.92, 'food-and-drink_33', 6.0)\n",
      "(\"Tell the Wolves I'm Home\", 'Two', 50.96, 'young-adult_21', 6.0)\n",
      "('Ship Leaves Harbor: Essays on Travel by a Recovering Journeyman', 'Three', 30.6, 'default_15', 6.0)\n",
      "('Pride and Prejudice', 'Four', 19.27, 'add-a-comment_18', 6.0)\n",
      "('Musicophilia: Tales of Music and the Brain', 'One', 46.58, 'default_15', 6.0)\n",
      "('Mere Christianity', 'Three', 48.51, 'add-a-comment_18', 6.0)\n",
      "('Me Before You (Me Before You #1)', 'One', 19.02, 'fiction_10', 6.0)\n",
      "('In the Woods (Dublin Murder Squad #1)', 'Two', 38.38, 'mystery_3', 6.0)\n",
      "('In Cold Blood', 'Four', 49.98, 'nonfiction_13', 6.0)\n",
      "('How to Stop Worrying and Start Living', 'Five', 46.49, 'self-help_41', 6.0)\n",
      "('Give It Back', 'Two', 18.32, 'thriller_37', 6.0)\n",
      "('Girl, Interrupted', 'Three', 42.14, 'nonfiction_13', 6.0)\n",
      "('Fun Home: A Family Tragicomic', 'Four', 56.59, 'add-a-comment_18', 6.0)\n",
      "('Fruits Basket, Vol. 6 (Fruits Basket #6)', 'Four', 20.96, 'sequential-art_5', 6.0)\n",
      "('Deception Point', 'Four', 40.32, 'fiction_10', 6.0)\n",
      "('Death Note, Vol. 6: Give-and-Take (Death Note #6)', 'Three', 36.39, 'sequential-art_5', 6.0)\n",
      "('Catherine the Great: Portrait of a Woman', 'Four', 58.55, 'history_32', 6.0)\n",
      "('Better Homes and Gardens New Cook Book', 'Three', 39.61, 'food-and-drink_33', 6.0)\n",
      "('An Unquiet Mind: A Memoir of Moods and Madness', 'Three', 21.3, 'psychology_26', 6.0)\n",
      "('A Year in Provence (Provence #1)', 'Four', 56.88, 'travel_2', 6.0)\n",
      "('World Without End (The Pillars of the Earth #2)', 'Four', 32.97, 'historical-fiction_4', 5.0)\n",
      "('Will Grayson, Will Grayson (Will Grayson, Will Grayson)', 'Four', 47.31, 'young-adult_21', 5.0)\n",
      "('Why Save the Bankers?: And Other Essays on Our Economic and Political Crisis', 'Two', 48.67, 'nonfiction_13', 5.0)\n",
      "('Where She Went (If I Stay #2)', 'Four', 41.73, 'young-adult_21', 5.0)\n",
      "('What If?: Serious Scientific Answers to Absurd Hypothetical Questions', 'Four', 53.68, 'default_15', 5.0)\n",
      "('Two Summers', 'One', 14.64, 'young-adult_21', 5.0)\n",
      "('This Is Your Brain on Music: The Science of a Human Obsession', 'One', 38.4, 'music_14', 5.0)\n",
      "('The Secret Garden', 'Four', 15.08, 'classics_6', 5.0)\n",
      "('The Raven King (The Raven Cycle #4)', 'Two', 30.57, 'add-a-comment_18', 5.0)\n",
      "('The Raven Boys (The Raven Cycle #1)', 'Four', 57.74, 'fantasy_19', 5.0)\n",
      "('The Power Greens Cookbook: 140 Delicious Superfood Recipes', 'Five', 11.05, 'food-and-drink_33', 5.0)\n",
      "('The Metamorphosis', 'One', 28.58, 'classics_6', 5.0)\n",
      "(\"The Mathews Men: Seven Brothers and the War Against Hitler's U-boats\", 'Five', 42.91, 'history_32', 5.0)\n",
      "('The Little Paris Bookshop', 'Three', 24.73, 'fiction_10', 5.0)\n",
      "('The Hiding Place', 'Four', 55.91, 'history_32', 5.0)\n",
      "('The Grand Design', 'Three', 13.76, 'science_22', 5.0)\n",
      "('The Firm', 'Three', 45.56, 'fiction_10', 5.0)\n",
      "('The Fault in Our Stars', 'One', 47.22, 'default_15', 5.0)\n",
      "('The False Prince (The Ascendance Trilogy #1)', 'Five', 56.0, 'fantasy_19', 5.0)\n",
      "('The Expatriates', 'Two', 44.58, 'fiction_10', 5.0)\n",
      "('The Dream Thieves (The Raven Cycle #2)', 'One', 34.5, 'default_15', 5.0)\n",
      "('The Darkest Corners', 'Five', 11.33, 'young-adult_21', 5.0)\n",
      "('The Crossover', 'Four', 38.77, 'poetry_23', 5.0)\n",
      "('The 5th Wave (The 5th Wave #1)', 'Two', 11.83, 'default_15', 5.0)\n",
      "('Tell the Wind and Fire', 'Three', 45.51, 'fantasy_19', 5.0)\n",
      "('Tell Me Three Things', 'One', 41.81, 'young-adult_21', 5.0)\n",
      "(\"Talking to Girls About Duran Duran: One Young Man's Quest for True Love and a Cooler Haircut\", 'Four', 25.15, 'nonfiction_13', 5.0)\n",
      "('Siddhartha', 'Five', 34.22, 'fiction_10', 5.0)\n",
      "('Shiver (The Wolves of Mercy Falls #1)', 'Five', 16.23, 'default_15', 5.0)\n",
      "('Remember Me?', 'Three', 11.48, 'default_15', 5.0)\n",
      "('Red Dragon (Hannibal Lecter #1)', 'Three', 23.37, 'horror_31', 5.0)\n",
      "('Peak: Secrets from the New Science of Expertise', 'Two', 16.28, 'science_22', 5.0)\n",
      "('My Mother Was Nuts', 'Four', 31.63, 'nonfiction_13', 5.0)\n",
      "('Mexican Today: New and Rediscovered Recipes for Contemporary Kitchens', 'Five', 24.91, 'food-and-drink_33', 5.0)\n",
      "('Maybe Something Beautiful: How Art Transformed a Neighborhood', 'One', 22.54, 'childrens_11', 5.0)\n",
      "('Lola and the Boy Next Door (Anna and the French Kiss #2)', 'Four', 23.63, 'young-adult_21', 5.0)\n",
      "('Logan Kade (Fallen Crest High #5.5)', 'Two', 13.12, 'academic_40', 5.0)\n",
      "('Last One Home (New Beginnings #1)', 'Three', 59.98, 'fiction_10', 5.0)\n",
      "('Killing Floor (Jack Reacher #1)', 'Four', 31.49, 'thriller_37', 5.0)\n",
      "('Kill the Boy Band', 'Five', 15.52, 'young-adult_21', 5.0)\n",
      "('Isla and the Happily Ever After (Anna and the French Kiss #3)', 'Five', 48.13, 'young-adult_21', 5.0)\n",
      "('If I Stay (If I Stay #1)', 'Five', 38.13, 'default_15', 5.0)\n",
      "(\"I Know Why the Caged Bird Sings (Maya Angelou's Autobiography #1)\", 'Two', 36.55, 'default_15', 5.0)\n",
      "('Harry Potter and the Deathly Hallows (Harry Potter #7)', 'One', 23.32, 'default_15', 5.0)\n",
      "('Fruits Basket, Vol. 5 (Fruits Basket #5)', 'One', 16.33, 'sequential-art_5', 5.0)\n",
      "('Foundation (Foundation (Publication Order) #1)', 'One', 32.42, 'science-fiction_16', 5.0)\n",
      "('Fool Me Once', 'One', 16.96, 'default_15', 5.0)\n",
      "('Find Her (Detective D.D. Warren #8)', 'One', 22.37, 'add-a-comment_18', 5.0)\n",
      "('Evicted: Poverty and Profit in the American City', 'One', 42.27, 'add-a-comment_18', 5.0)\n",
      "('Drama', 'Two', 38.7, 'default_15', 5.0)\n",
      "('Dracula the Un-Dead', 'Five', 35.63, 'horror_31', 5.0)\n",
      "('Digital Fortress', 'Five', 58.0, 'fiction_10', 5.0)\n",
      "('Death Note, Vol. 5: Whiteout (Death Note #5)', 'One', 52.41, 'sequential-art_5', 5.0)\n",
      "('Data, A Love Story: How I Gamed Online Dating to Meet My Match', 'Three', 32.35, 'nonfiction_13', 5.0)\n",
      "('Critique of Pure Reason', 'One', 20.75, 'philosophy_7', 5.0)\n",
      "('Booked', 'Five', 17.49, 'poetry_23', 5.0)\n",
      "('Blue Lily, Lily Blue (The Raven Cycle #3)', 'Five', 34.13, 'default_15', 5.0)\n",
      "('Approval Junkie: Adventures in Caring Too Much', 'Five', 58.81, 'autobiography_27', 5.0)\n",
      "('An Abundance of Katherines', 'Five', 10.0, 'young-adult_21', 5.0)\n",
      "(\"America's War for the Greater Middle East: A Military History\", 'Two', 51.22, 'history_32', 5.0)\n",
      "('Alight (The Generations Trilogy #2)', 'Four', 58.59, 'default_15', 5.0)\n",
      "(\"A Girl's Guide to Moving On (New Beginnings #2)\", 'One', 31.3, 'romance_8', 5.0)\n",
      "('A Game of Thrones (A Song of Ice and Fire #1)', 'Two', 46.42, 'add-a-comment_18', 5.0)\n",
      "('A Feast for Crows (A Song of Ice and Fire #4)', 'Four', 17.21, 'fantasy_19', 5.0)\n",
      "('A Clash of Kings (A Song of Ice and Fire #2)', 'Three', 10.79, 'add-a-comment_18', 5.0)\n",
      "('Vogue Colors A to Z: A Fashion Coloring Book', 'Four', 52.35, 'default_15', 4.0)\n",
      "('The Shining (The Shining #1)', 'Three', 27.88, 'default_15', 4.0)\n",
      "(\"The Pilgrim's Progress\", 'Two', 50.26, 'classics_6', 4.0)\n",
      "('The Perfect Play (Play by Play #1)', 'Three', 59.99, 'romance_8', 4.0)\n",
      "('The Passion of Dolssa', 'Five', 28.32, 'historical-fiction_4', 4.0)\n",
      "('The Jazz of Physics: The Secret Link Between Music and the Structure of the Universe', 'Three', 38.71, 'nonfiction_13', 4.0)\n",
      "('The Hunger Games (The Hunger Games #1)', 'Five', 29.85, 'default_15', 4.0)\n",
      "('The Hound of the Baskervilles (Sherlock Holmes #5)', 'Two', 14.82, 'classics_6', 4.0)\n",
      "('The Gunning of America: Business and the Making of American Gun Culture', 'Four', 16.81, 'nonfiction_13', 4.0)\n",
      "(\"The Geography of Bliss: One Grump's Search for the Happiest Places in the World\", 'Two', 28.23, 'nonfiction_13', 4.0)\n",
      "('The Demonists (Demonist #1)', 'Two', 52.11, 'fantasy_19', 4.0)\n",
      "('The Demon Prince of Momochi House, Vol. 4 (The Demon Prince of Momochi House #4)', 'Two', 27.88, 'sequential-art_5', 4.0)\n",
      "('The Bone Hunters (Lexy Vaughan & Steven Macaulay #2)', 'Three', 59.71, 'thriller_37', 4.0)\n",
      "('The Beast (Black Dagger Brotherhood #14)', 'Five', 46.08, 'fantasy_19', 4.0)\n",
      "('Some Women', 'Five', 13.73, 'womens-fiction_9', 4.0)\n",
      "('Shopaholic Ties the Knot (Shopaholic #3)', 'Five', 48.39, 'womens-fiction_9', 4.0)\n",
      "('Paper and Fire (The Great Library #2)', 'Five', 49.45, 'fantasy_19', 4.0)\n",
      "('Outlander (Outlander #1)', 'Five', 19.67, 'default_15', 4.0)\n",
      "('Orchestra of Exiles: The Story of Bronislaw Huberman, the Israel Philharmonic, and the One Thousand Jews He Saved from Nazi Horrors', 'Three', 12.36, 'music_14', 4.0)\n",
      "('No One Here Gets Out Alive', 'Five', 20.02, 'music_14', 4.0)\n",
      "('Night Shift (Night Shift #1-20)', 'Four', 12.75, 'horror_31', 4.0)\n",
      "('Needful Things', 'Four', 47.51, 'horror_31', 4.0)\n",
      "('Mockingjay (The Hunger Games #3)', 'Four', 20.44, 'default_15', 4.0)\n",
      "('Misery', 'Two', 34.79, 'horror_31', 4.0)\n",
      "('Little Women (Little Women #1)', 'Four', 28.07, 'classics_6', 4.0)\n",
      "('It', 'Three', 25.01, 'horror_31', 4.0)\n",
      "(\"Harry Potter and the Sorcerer's Stone (Harry Potter #1)\", 'Three', 13.9, 'default_15', 4.0)\n",
      "('Harry Potter and the Prisoner of Azkaban (Harry Potter #3)', 'Four', 24.17, 'young-adult_21', 4.0)\n",
      "('Harry Potter and the Order of the Phoenix (Harry Potter #5)', 'Four', 31.63, 'fantasy_19', 4.0)\n",
      "('Harry Potter and the Half-Blood Prince (Harry Potter #6)', 'Five', 48.75, 'fantasy_19', 4.0)\n",
      "('Harry Potter and the Chamber of Secrets (Harry Potter #2)', 'One', 14.74, 'fantasy_19', 4.0)\n",
      "('Gone with the Wind', 'Three', 32.49, 'classics_6', 4.0)\n",
      "('God Is Not Great: How Religion Poisons Everything', 'One', 27.8, 'nonfiction_13', 4.0)\n",
      "('Girl With a Pearl Earring', 'One', 26.77, 'historical-fiction_4', 4.0)\n",
      "('Fruits Basket, Vol. 4 (Fruits Basket #4)', 'Four', 50.44, 'sequential-art_5', 4.0)\n",
      "('Far From True (Promise Falls Trilogy #2)', 'Two', 34.93, 'thriller_37', 4.0)\n",
      "('Dark Lover (Black Dagger Brotherhood #1)', 'One', 12.87, 'romance_8', 4.0)\n",
      "('Confessions of a Shopaholic (Shopaholic #1)', 'Two', 48.94, 'default_15', 4.0)\n",
      "('Changing the Game (Play by Play #2)', 'Three', 13.38, 'romance_8', 4.0)\n",
      "('Candide', 'Three', 58.63, 'classics_6', 4.0)\n",
      "('Can You Keep a Secret?', 'One', 21.94, 'womens-fiction_9', 4.0)\n",
      "('Atlas Shrugged', 'Five', 26.58, 'fiction_10', 4.0)\n",
      "('Animal Farm', 'Three', 57.22, 'classics_6', 4.0)\n",
      "('A Walk to Remember', 'One', 56.43, 'romance_8', 4.0)\n",
      "(\"A New Earth: Awakening to Your Life's Purpose\", 'Five', 55.65, 'spirituality_39', 4.0)\n",
      "('A History of God: The 4,000-Year Quest of Judaism, Christianity, and Islam', 'One', 27.62, 'religion_12', 4.0)\n",
      "(\"'Salem's Lot\", 'Four', 49.56, 'horror_31', 4.0)\n",
      "('Zero History (Blue Ant #3)', 'One', 34.77, 'default_15', 3.0)\n",
      "('Wuthering Heights', 'Three', 17.73, 'classics_6', 3.0)\n",
      "('World War Z: An Oral History of the Zombie War', 'One', 21.8, 'default_15', 3.0)\n",
      "('Wild: From Lost to Found on the Pacific Crest Trail', 'Three', 46.02, 'default_15', 3.0)\n",
      "(\"Where'd You Go, Bernadette\", 'One', 18.13, 'default_15', 3.0)\n",
      "('When You Are Engulfed in Flames', 'Five', 30.89, 'humor_30', 3.0)\n",
      "(\"We the People: The Modern-Day Figures Who Have Reshaped and Affirmed the Founding Fathers' Vision of America\", 'Three', 31.95, 'nonfiction_13', 3.0)\n",
      "('We Are All Completely Beside Ourselves', 'One', 24.04, 'contemporary_38', 3.0)\n",
      "('Walk the Edge (Thunder Road #2)', 'Three', 32.36, 'young-adult_21', 3.0)\n",
      "('Voyager (Outlander #3)', 'Five', 21.07, 'historical-fiction_4', 3.0)\n",
      "('Very Good Lives: The Fringe Benefits of Failure and the Importance of Imagination', 'Three', 50.66, 'nonfiction_13', 3.0)\n",
      "('Vegan Vegetarian Omnivore: Dinner for Everyone at the Table', 'Two', 13.66, 'food-and-drink_33', 3.0)\n",
      "('Unstuffed: Decluttering Your Home, Mind, and Soul', 'One', 58.09, 'nonfiction_13', 3.0)\n",
      "('Under the Banner of Heaven: A Story of Violent Faith', 'One', 30.0, 'nonfiction_13', 3.0)\n",
      "('Two Boys Kissing', 'Two', 32.74, 'young-adult_21', 3.0)\n",
      "('Twilight (Twilight #1)', 'Two', 41.93, 'default_15', 3.0)\n",
      "('Twenties Girl', 'Two', 42.8, 'womens-fiction_9', 3.0)\n",
      "(\"Trespassing Across America: One Man's Epic, Never-Done-Before (and Sort of Illegal) Hike Across the Heartland\", 'One', 53.51, 'nonfiction_13', 3.0)\n",
      "('Three-Martini Lunch', 'Three', 23.21, 'fiction_10', 3.0)\n",
      "('Thinking, Fast and Slow', 'One', 21.14, 'psychology_26', 3.0)\n",
      "('The Wild Robot', 'Three', 56.07, 'childrens_11', 3.0)\n",
      "('The Wicked + The Divine, Vol. 3: Commercial Suicide (The Wicked + The Divine)', 'Three', 14.41, 'sequential-art_5', 3.0)\n",
      "('The Undomestic Goddess', 'Four', 45.75, 'womens-fiction_9', 3.0)\n",
      "('The Travelers', 'One', 15.77, 'thriller_37', 3.0)\n",
      "('The Tipping Point: How Little Things Can Make a Big Difference', 'Two', 10.02, 'add-a-comment_18', 3.0)\n",
      "('The Thing About Jellyfish', 'One', 48.77, 'childrens_11', 3.0)\n",
      "('The Stand', 'Two', 57.86, 'horror_31', 3.0)\n",
      "('The Smitten Kitchen Cookbook', 'One', 23.59, 'food-and-drink_33', 3.0)\n",
      "('The Silkworm (Cormoran Strike #2)', 'Five', 23.05, 'mystery_3', 3.0)\n",
      "('The Sandman, Vol. 3: Dream Country (The Sandman (volumes) #3)', 'Five', 55.55, 'sequential-art_5', 3.0)\n",
      "('The Rose & the Dagger (The Wrath and the Dawn #2)', 'Four', 58.64, 'fantasy_19', 3.0)\n",
      "('The Road to Little Dribbling: Adventures of an American in Britain (Notes From a Small Island #2)', 'One', 23.21, 'travel_2', 3.0)\n",
      "('The Rise of Theodore Roosevelt (Theodore Roosevelt #1)', 'Three', 42.57, 'biography_36', 3.0)\n",
      "(\"The Restaurant at the End of the Universe (Hitchhiker's Guide to the Galaxy #2)\", 'One', 10.92, 'science-fiction_16', 3.0)\n",
      "('The Rest Is Noise: Listening to the Twentieth Century', 'One', 34.77, 'add-a-comment_18', 3.0)\n",
      "('The Red Tent', 'Five', 35.66, 'historical-fiction_4', 3.0)\n",
      "('The Purpose Driven Life: What on Earth Am I Here for?', 'Three', 37.19, 'add-a-comment_18', 3.0)\n",
      "('The Purest Hook (Second Circle Tattoos #3)', 'One', 12.25, 'romance_8', 3.0)\n",
      "('The Picture of Dorian Gray', 'Two', 29.7, 'classics_6', 3.0)\n",
      "('The Paris Wife', 'Three', 36.8, 'default_15', 3.0)\n",
      "('The Obsession', 'One', 45.43, 'romance_8', 3.0)\n",
      "('The Nightingale', 'Four', 26.26, 'fiction_10', 3.0)\n",
      "('The New Guy (and Other Senior Year Distractions)', 'Three', 44.92, 'young-adult_21', 3.0)\n",
      "('The Nanny Diaries (Nanny #1)', 'Five', 52.53, 'womens-fiction_9', 3.0)\n",
      "('The Name of God is Mercy', 'Two', 37.25, 'nonfiction_13', 3.0)\n",
      "('The Maze Runner (The Maze Runner #1)', 'One', 20.93, 'default_15', 3.0)\n",
      "(\"The Lover's Dictionary\", 'Two', 58.09, 'default_15', 3.0)\n",
      "('The Lonely Ones', 'Five', 43.59, 'childrens_11', 3.0)\n",
      "(\"The Lean Startup: How Today's Entrepreneurs Use Continuous Innovation to Create Radically Successful Businesses\", 'Three', 33.92, 'business_35', 3.0)\n",
      "('The Last Painting of Sara de Vos', 'Two', 55.55, 'historical-fiction_4', 3.0)\n",
      "('The Land of 10,000 Madonnas', 'Four', 29.64, 'young-adult_21', 3.0)\n",
      "('The Infinities', 'One', 27.41, 'fiction_10', 3.0)\n",
      "(\"The Husband's Secret\", 'Five', 52.51, 'fiction_10', 3.0)\n",
      "(\"The Hitchhiker's Guide to the Galaxy (Hitchhiker's Guide to the Galaxy #1)\", 'Three', 47.8, 'add-a-comment_18', 3.0)\n",
      "('The Guns of August', 'Two', 14.54, 'history_32', 3.0)\n",
      "('The Guernsey Literary and Potato Peel Pie Society', 'One', 49.53, 'historical-fiction_4', 3.0)\n",
      "('The Goldfinch', 'Three', 43.58, 'default_15', 3.0)\n",
      "('The Giver (The Giver Quartet #1)', 'One', 12.3, 'default_15', 3.0)\n",
      "('The Girl with All the Gifts', 'Three', 49.47, 'horror_31', 3.0)\n",
      "('The Girl Who Played with Fire (Millennium Trilogy #2)', 'Two', 22.14, 'default_15', 3.0)\n",
      "(\"The Girl Who Kicked the Hornet's Nest (Millennium Trilogy #3)\", 'One', 57.48, 'add-a-comment_18', 3.0)\n",
      "('The Exiled', 'Three', 43.45, 'mystery_3', 3.0)\n",
      "('The End of Faith: Religion, Terror, and the Future of Reason', 'Four', 22.13, 'add-a-comment_18', 3.0)\n",
      "('The Elegant Universe: Superstrings, Hidden Dimensions, and the Quest for the Ultimate Theory', 'Four', 13.03, 'science_22', 3.0)\n",
      "('The Disappearing Spoon: And Other True Tales of Madness, Love, and the History of the World from the Periodic Table of the Elements', 'Five', 57.35, 'science_22', 3.0)\n",
      "('The Devil Wears Prada (The Devil Wears Prada #1)', 'One', 44.29, 'womens-fiction_9', 3.0)\n",
      "('The Demon-Haunted World: Science as a Candle in the Dark', 'Four', 52.25, 'default_15', 3.0)\n",
      "('The Day the Crayons Came Home (Crayons)', 'Five', 26.33, 'childrens_11', 3.0)\n",
      "('The Da Vinci Code (Robert Langdon #2)', 'Two', 22.96, 'fiction_10', 3.0)\n",
      "(\"The Cuckoo's Calling (Cormoran Strike #1)\", 'One', 19.21, 'mystery_3', 3.0)\n",
      "('The Complete Stories and Poems (The Works of Edgar Allan Poe [Cameo Edition])', 'Four', 26.78, 'classics_6', 3.0)\n",
      "('The Complete Poems', 'Five', 41.32, 'add-a-comment_18', 3.0)\n",
      "('The Catcher in the Rye', 'One', 24.55, 'add-a-comment_18', 3.0)\n",
      "('The Cat in the Hat (Beginner Books B-1)', 'Two', 16.26, 'childrens_11', 3.0)\n",
      "('The Case for Christ (Cases for Christianity)', 'One', 47.84, 'add-a-comment_18', 3.0)\n",
      "('The Book Thief', 'Two', 53.49, 'default_15', 3.0)\n",
      "('The Book of Basketball: The NBA According to The Sports Guy', 'Five', 44.84, 'sports-and-games_17', 3.0)\n",
      "('The Blind Side: Evolution of a Game', 'Five', 53.71, 'add-a-comment_18', 3.0)\n",
      "('The Autobiography of Malcolm X', 'Two', 23.43, 'default_15', 3.0)\n",
      "('The Art of Simple Food: Notes, Lessons, and Recipes from a Delicious Revolution', 'Three', 34.32, 'food-and-drink_33', 3.0)\n",
      "('The Art of Fielding', 'One', 22.1, 'fiction_10', 3.0)\n",
      "(\"Surely You're Joking, Mr. Feynman!: Adventures of a Curious Character\", 'Two', 25.83, 'science_22', 3.0)\n",
      "('Stiff: The Curious Lives of Human Cadavers', 'Three', 36.74, 'nonfiction_13', 3.0)\n",
      "('Spilled Milk: Based on a True Story', 'One', 49.51, 'nonfiction_13', 3.0)\n",
      "('Something Borrowed (Darcy & Rachel #1)', 'Five', 48.96, 'womens-fiction_9', 3.0)\n",
      "('Something Blue (Darcy & Rachel #2)', 'One', 54.62, 'womens-fiction_9', 3.0)\n",
      "('Soldier (Talon #3)', 'Two', 24.72, 'fantasy_19', 3.0)\n",
      "('Shopaholic & Baby (Shopaholic #5)', 'Two', 46.45, 'default_15', 3.0)\n",
      "('Seven Days in the Art World', 'Two', 52.33, 'add-a-comment_18', 3.0)\n",
      "('Seven Brief Lessons on Physics', 'Four', 30.6, 'science_22', 3.0)\n",
      "('Scarlet (The Lunar Chronicles #2)', 'Four', 14.57, 'young-adult_21', 3.0)\n",
      "(\"Sarah's Key\", 'One', 46.29, 'add-a-comment_18', 3.0)\n",
      "('Saga, Volume 3 (Saga (Collected Editions) #3)', 'Five', 21.57, 'sequential-art_5', 3.0)\n",
      "('Running with Scissors', 'Four', 12.91, 'autobiography_27', 3.0)\n",
      "('Rogue Lawyer (Rogue Lawyer #1)', 'Three', 50.11, 'add-a-comment_18', 3.0)\n",
      "('Rise of the Rocket Girls: The Women Who Propelled Us, from Missiles to the Moon to Mars', 'Four', 41.67, 'nonfiction_13', 3.0)\n",
      "('Rework', 'Two', 44.88, 'business_35', 3.0)\n",
      "('Reservations for Two', 'Three', 11.1, 'romance_8', 3.0)\n",
      "('Red: The True Story of Red Riding Hood', 'Three', 28.54, 'childrens_11', 3.0)\n",
      "('Ready Player One', 'Four', 19.07, 'science-fiction_16', 3.0)\n",
      "(\"Quiet: The Power of Introverts in a World That Can't Stop Talking\", 'One', 43.55, 'default_15', 3.0)\n",
      "('Prodigy: The Graphic Novel (Legend: The Graphic Novel #2)', 'Three', 43.63, 'sequential-art_5', 3.0)\n",
      "('Persepolis: The Story of a Childhood (Persepolis #1-2)', 'One', 39.13, 'sequential-art_5', 3.0)\n",
      "('Packing for Mars: The Curious Science of Life in the Void', 'Two', 56.68, 'default_15', 3.0)\n",
      "('Outliers: The Story of Success', 'One', 14.16, 'nonfiction_13', 3.0)\n",
      "('Original Fake', 'Three', 31.45, 'sequential-art_5', 3.0)\n",
      "('Orange Is the New Black', 'Two', 24.61, 'default_15', 3.0)\n",
      "('One for the Money (Stephanie Plum #1)', 'Two', 32.87, 'default_15', 3.0)\n",
      "('Notes from a Small Island (Notes From a Small Island #1)', 'One', 40.17, 'nonfiction_13', 3.0)\n",
      "('Night (The Night Trilogy #1)', 'One', 13.51, 'nonfiction_13', 3.0)\n",
      "('Neither Here nor There: Travels in Europe', 'Three', 38.95, 'travel_2', 3.0)\n",
      "('Naked', 'Three', 31.69, 'humor_30', 3.0)\n",
      "('Morning Star (Red Rising #3)', 'One', 29.4, 'default_15', 3.0)\n",
      "('Miracles from Heaven: A Little Girl, Her Journey to Heaven, and Her Amazing Story of Healing', 'One', 57.83, 'nonfiction_13', 3.0)\n",
      "('Midnight Riot (Peter Grant/ Rivers of London - books #1)', 'Two', 55.46, 'fantasy_19', 3.0)\n",
      "('Me Talk Pretty One Day', 'Two', 57.6, 'autobiography_27', 3.0)\n",
      "('Manuscript Found in Accra', 'Two', 34.98, 'add-a-comment_18', 3.0)\n",
      "('Lust & Wonder', 'Two', 11.87, 'autobiography_27', 3.0)\n",
      "('Lila (Gilead #3)', 'Three', 12.47, 'fiction_10', 3.0)\n",
      "(\"Life, the Universe and Everything (Hitchhiker's Guide to the Galaxy #3)\", 'Two', 33.26, 'science-fiction_16', 3.0)\n",
      "('Life Without a Recipe', 'Five', 59.04, 'autobiography_27', 3.0)\n",
      "('Life After Life', 'Two', 26.13, 'default_15', 3.0)\n",
      "('Letter to a Christian Nation', 'One', 22.2, 'nonfiction_13', 3.0)\n",
      "(\"Let's Pretend This Never Happened: A Mostly True Memoir\", 'One', 45.11, 'nonfiction_13', 3.0)\n",
      "('Legend (Legend #1)', 'Four', 43.69, 'young-adult_21', 3.0)\n",
      "('Lean In: Women, Work, and the Will to Lead', 'One', 25.02, 'default_15', 3.0)\n",
      "(\"Lamb: The Gospel According to Biff, Christ's Childhood Pal\", 'Five', 55.5, 'humor_30', 3.0)\n",
      "('Lady Renegades (Rebel Belle #3)', 'Five', 53.04, 'young-adult_21', 3.0)\n",
      "('Jurassic Park (Jurassic Park #1)', 'One', 44.97, 'fiction_10', 3.0)\n",
      "(\"It's Never Too Late to Begin Again: Discovering Creativity and Meaning at Midlife and Beyond\", 'One', 42.38, 'nonfiction_13', 3.0)\n",
      "('Is Everyone Hanging Out Without Me? (And Other Concerns)', 'Three', 20.11, 'default_15', 3.0)\n",
      "('Into the Wild', 'Five', 56.7, 'nonfiction_13', 3.0)\n",
      "('Inferno (Robert Langdon #4)', 'Five', 41.0, 'fiction_10', 3.0)\n",
      "(\"In the Garden of Beasts: Love, Terror, and an American Family in Hitler's Berlin\", 'Three', 28.85, 'nonfiction_13', 3.0)\n",
      "('If I Run (If I Run #1)', 'Four', 49.97, 'christian-fiction_34', 3.0)\n",
      "(\"I've Got Your Number\", 'One', 19.69, 'womens-fiction_9', 3.0)\n",
      "('I Am Malala: The Girl Who Stood Up for Education and Was Shot by the Taliban', 'Two', 28.88, 'nonfiction_13', 3.0)\n",
      "('Hungry Girl Clean & Hungry: Easy All-Natural Recipes for Healthy Eating in the Real World', 'Three', 33.14, 'food-and-drink_33', 3.0)\n",
      "('House of Lost Worlds: Dinosaurs, Dynasties, and the Story of Life on Earth', 'Two', 43.7, 'history_32', 3.0)\n",
      "('House of Leaves', 'One', 54.89, 'horror_31', 3.0)\n",
      "('Horrible Bear!', 'Two', 37.52, 'childrens_11', 3.0)\n",
      "('Holidays on Ice', 'Two', 51.07, 'humor_30', 3.0)\n",
      "('Heir to the Sky', 'Four', 44.07, 'fantasy_19', 3.0)\n",
      "('Green Eggs and Ham (Beginner Books B-16)', 'Four', 10.79, 'childrens_11', 3.0)\n",
      "('Grayson, Vol 3: Nemesis (Grayson #3)', 'One', 42.72, 'sequential-art_5', 3.0)\n",
      "('Gratitude', 'Five', 26.66, 'nonfiction_13', 3.0)\n",
      "('Gone Girl', 'Five', 37.6, 'default_15', 3.0)\n",
      "('Golden (Heart of Dread #3)', 'Four', 42.21, 'young-adult_21', 3.0)\n",
      "('Girl in the Blue Coat', 'Two', 46.83, 'historical-fiction_4', 3.0)\n",
      "('Fruits Basket, Vol. 3 (Fruits Basket #3)', 'Two', 45.17, 'sequential-art_5', 3.0)\n",
      "('Friday Night Lights: A Town, a Team, and a Dream', 'Three', 51.22, 'sports-and-games_17', 3.0)\n",
      "('Fire Bound (Sea Haven/Sisters of the Heart #5)', 'Four', 21.28, 'add-a-comment_18', 3.0)\n",
      "('Fifty Shades Freed (Fifty Shades #3)', 'Five', 15.36, 'adult-fiction_29', 3.0)\n",
      "('Fellside', 'One', 38.62, 'default_15', 3.0)\n",
      "('Extreme Prey (Lucas Davenport #26)', 'Three', 25.4, 'mystery_3', 3.0)\n",
      "('Eragon (The Inheritance Cycle #1)', 'Three', 43.87, 'fantasy_19', 3.0)\n",
      "('Eclipse (Twilight #3)', 'One', 18.74, 'default_15', 3.0)\n",
      "('Dune (Dune #1)', 'One', 54.86, 'science-fiction_16', 3.0)\n",
      "('Dracula', 'Three', 52.62, 'default_15', 3.0)\n",
      "('Do Androids Dream of Electric Sheep? (Blade Runner #1)', 'One', 51.48, 'science-fiction_16', 3.0)\n",
      "('Disrupted: My Misadventure in the Start-Up Bubble', 'Five', 15.28, 'nonfiction_13', 3.0)\n",
      "('Dead Wake: The Last Crossing of the Lusitania', 'Five', 39.24, 'default_15', 3.0)\n",
      "('David and Goliath: Underdogs, Misfits, and the Art of Battling Giants', 'One', 17.81, 'default_15', 3.0)\n",
      "('Darkfever (Fever #1)', 'One', 56.02, 'fantasy_19', 3.0)\n",
      "('Dark Places', 'Five', 23.9, 'default_15', 3.0)\n",
      "('Crazy Rich Asians (Crazy Rich Asians #1)', 'Five', 49.13, 'fiction_10', 3.0)\n",
      "('Counting Thyme', 'One', 10.62, 'childrens_11', 3.0)\n",
      "('Cosmos', 'Two', 36.17, 'add-a-comment_18', 3.0)\n",
      "('Civilization and Its Discontents', 'Two', 59.95, 'psychology_26', 3.0)\n",
      "('Cinder (The Lunar Chronicles #1)', 'One', 26.09, 'young-adult_21', 3.0)\n",
      "(\"Catastrophic Happiness: Finding Joy in Childhood's Messy Years\", 'Two', 37.35, 'parenting_28', 3.0)\n",
      "('Career of Evil (Cormoran Strike #3)', 'Two', 24.72, 'mystery_3', 3.0)\n",
      "('Breaking Dawn (Twilight #4)', 'Five', 35.28, 'default_15', 3.0)\n",
      "('Brave Enough', 'Five', 51.32, 'nonfiction_13', 3.0)\n",
      "('Boy Meets Boy', 'Three', 21.12, 'young-adult_21', 3.0)\n",
      "('Born to Run: A Hidden Tribe, Superathletes, and the Greatest Race the World Has Never Seen', 'Two', 27.35, 'nonfiction_13', 3.0)\n",
      "('Blink: The Power of Thinking Without Thinking', 'Five', 21.74, 'nonfiction_13', 3.0)\n",
      "('Black Flags: The Rise of ISIS', 'One', 40.87, 'nonfiction_13', 3.0)\n",
      "('Black Butler, Vol. 1 (Black Butler #1)', 'One', 49.31, 'sequential-art_5', 3.0)\n",
      "('Big Little Lies', 'One', 22.11, 'fiction_10', 3.0)\n",
      "('Between Shades of Gray', 'Five', 20.79, 'historical-fiction_4', 3.0)\n",
      "(\"Best of My Love (Fool's Gold #20)\", 'Two', 27.41, 'romance_8', 3.0)\n",
      "('Beowulf', 'Two', 38.35, 'classics_6', 3.0)\n",
      "('Beautiful Creatures (Caster Chronicles #1)', 'Five', 21.55, 'default_15', 3.0)\n",
      "('Awkward', 'Two', 38.02, 'sequential-art_5', 3.0)\n",
      "('Ash', 'Four', 22.06, 'fantasy_19', 3.0)\n",
      "('Are We There Yet?', 'Three', 10.66, 'childrens_11', 3.0)\n",
      "('Are We Smart Enough to Know How Smart Animals Are?', 'One', 56.58, 'nonfiction_13', 3.0)\n",
      "('Annie on My Mind', 'Five', 36.83, 'young-adult_21', 3.0)\n",
      "('And Then There Were None', 'Two', 35.01, 'classics_6', 3.0)\n",
      "('A Walk in the Woods: Rediscovering America on the Appalachian Trail', 'Four', 30.48, 'nonfiction_13', 3.0)\n",
      "('A Visit from the Goon Squad', 'Five', 14.08, 'default_15', 3.0)\n",
      "('A Storm of Swords (A Song of Ice and Fire #3)', 'Two', 31.22, 'fantasy_19', 3.0)\n",
      "('A Heartbreaking Work of Staggering Genius', 'Five', 54.29, 'autobiography_27', 3.0)\n",
      "('8 Keys to Mental Health Through Exercise', 'One', 31.04, 'psychology_26', 3.0)\n",
      "('#GIRLBOSS', 'One', 50.96, 'add-a-comment_18', 3.0)\n",
      "('The Suffragettes (Little Black Classics, #96)', 'Two', 11.89, 'nonfiction_13', 2.0)\n",
      "('The Sense of an Ending', 'Three', 31.38, 'add-a-comment_18', 2.0)\n",
      "(\"The Sandman, Vol. 2: The Doll's House (The Sandman (volumes) #2)\", 'One', 54.81, 'sequential-art_5', 2.0)\n",
      "('The Course of Love', 'Three', 16.78, 'fiction_10', 2.0)\n",
      "('Sugar Rush (Offensive Line #2)', 'One', 24.42, 'sports-and-games_17', 2.0)\n",
      "('Saga, Volume 2 (Saga (Collected Editions) #2)', 'Three', 11.75, 'sequential-art_5', 2.0)\n",
      "('Run, Spot, Run: The Ethics of Keeping Pets', 'One', 20.02, 'philosophy_7', 2.0)\n",
      "('New Moon (Twilight #2)', 'Four', 12.86, 'young-adult_21', 2.0)\n",
      "('Life', 'Five', 31.58, 'music_14', 2.0)\n",
      "(\"Kindle Paperwhite User's Guide\", 'Three', 34.0, 'nonfiction_13', 2.0)\n",
      "('H is for Hawk', 'Five', 57.42, 'nonfiction_13', 2.0)\n",
      "('Girl Online On Tour (Girl Online #2)', 'One', 53.47, 'young-adult_21', 2.0)\n",
      "('Fruits Basket, Vol. 2 (Fruits Basket #2)', 'Five', 11.64, 'sequential-art_5', 2.0)\n",
      "('Diary of a Minecraft Zombie Book 1: A Scare of a Dare (An Unofficial Minecraft Book)', 'Four', 52.88, 'childrens_11', 2.0)\n",
      "('Y: The Last Man, Vol. 1: Unmanned (Y: The Last Man #1)', 'Four', 18.51, 'sequential-art_5', 1.0)\n",
      "('While You Were Mine', 'Five', 41.32, 'historical-fiction_4', 1.0)\n",
      "('Where Lightning Strikes (Bleeding Stars #3)', 'Three', 39.77, 'romance_8', 1.0)\n",
      "(\"When I'm Gone\", 'Three', 51.96, 'fiction_10', 1.0)\n",
      "('Ways of Seeing', 'Five', 39.51, 'art_25', 1.0)\n",
      "('Vampire Knight, Vol. 1 (Vampire Knight #1)', 'One', 15.4, 'paranormal_24', 1.0)\n",
      "('Vampire Girl (Vampire Girl #1)', 'Two', 53.82, 'fantasy_19', 1.0)\n",
      "('Twenty Love Poems and a Song of Despair', 'Four', 30.95, 'poetry_23', 1.0)\n",
      "('Travels with Charley: In Search of America', 'Five', 57.82, 'nonfiction_13', 1.0)\n",
      "('Three Wishes (River of Time: California #1)', 'Two', 44.18, 'science-fiction_16', 1.0)\n",
      "('This One Moment (Pushing Limits #1)', 'One', 48.71, 'romance_8', 1.0)\n",
      "('The Zombie Room', 'Five', 19.69, 'default_15', 1.0)\n",
      "('The Wicked + The Divine, Vol. 1: The Faust Act (The Wicked + The Divine)', 'Two', 36.52, 'sequential-art_5', 1.0)\n",
      "('The Tumor', 'Five', 41.56, 'nonfiction_13', 1.0)\n",
      "('The Story of Hong Gildong', 'Four', 43.19, 'classics_6', 1.0)\n",
      "('The Silent Wife', 'Five', 12.34, 'fiction_10', 1.0)\n",
      "('The Silent Twin (Detective Jennifer Knight #3)', 'Three', 36.25, 'fantasy_19', 1.0)\n",
      "('The Selfish Gene', 'One', 29.45, 'science_22', 1.0)\n",
      "('The Secret Healer', 'Three', 34.56, 'historical-fiction_4', 1.0)\n",
      "('The Sandman, Vol. 1: Preludes and Nocturnes (The Sandman (volumes) #1)', 'Three', 54.12, 'sequential-art_5', 1.0)\n",
      "('The Republic', 'Three', 33.78, 'add-a-comment_18', 1.0)\n",
      "('The Odyssey', 'Three', 29.64, 'add-a-comment_18', 1.0)\n",
      "(\"The No. 1 Ladies' Detective Agency (No. 1 Ladies' Detective Agency #1)\", 'Four', 57.7, 'mystery_3', 1.0)\n",
      "('The Nicomachean Ethics', 'One', 36.34, 'philosophy_7', 1.0)\n",
      "('The Name of the Wind (The Kingkiller Chronicle #1)', 'Three', 50.59, 'default_15', 1.0)\n",
      "('The Mirror & the Maze (The Wrath and the Dawn #1.5)', 'One', 29.38, 'fantasy_19', 1.0)\n",
      "('The Little Prince', 'Two', 45.42, 'classics_6', 1.0)\n",
      "('The Light of the Fireflies', 'One', 54.43, 'add-a-comment_18', 1.0)\n",
      "('The Last Girl (The Dominion Trilogy #1)', 'Two', 36.26, 'science-fiction_16', 1.0)\n",
      "('The Iliad', 'One', 16.16, 'add-a-comment_18', 1.0)\n",
      "('The Hook Up (Game On #1)', 'Five', 36.29, 'new-adult_20', 1.0)\n",
      "('The Haters', 'Five', 27.89, 'young-adult_21', 1.0)\n",
      "('The Girl You Lost', 'Five', 12.29, 'mystery_3', 1.0)\n",
      "('The Girl In The Ice (DCI Erika Foster #1)', 'Three', 15.85, 'mystery_3', 1.0)\n",
      "('The End of the Jesus Era (An Investigation #1)', 'One', 14.4, 'nonfiction_13', 1.0)\n",
      "('The Edge of Reason (Bridget Jones #2)', 'Four', 19.18, 'womens-fiction_9', 1.0)\n",
      "('The Complete Maus (Maus #1-2)', 'Three', 10.64, 'sequential-art_5', 1.0)\n",
      "('The Communist Manifesto', 'Three', 14.76, 'add-a-comment_18', 1.0)\n",
      "('The Bhagavad Gita', 'Three', 57.49, 'religion_12', 1.0)\n",
      "('The Bette Davis Club', 'Three', 30.66, 'fiction_10', 1.0)\n",
      "('The Art of Not Breathing', 'Four', 40.83, 'young-adult_21', 1.0)\n",
      "('Taking Shots (Assassins #1)', 'Two', 18.88, 'default_15', 1.0)\n",
      "('Starlark', 'Three', 25.83, 'historical-fiction_4', 1.0)\n",
      "('Skip Beat!, Vol. 01 (Skip Beat! #1)', 'Three', 42.12, 'sequential-art_5', 1.0)\n",
      "('Sister Sable (The Mad Queen #1)', 'Three', 13.33, 'fantasy_19', 1.0)\n",
      "('Shatter Me (Shatter Me #1)', 'One', 42.4, 'default_15', 1.0)\n",
      "('Shameless', 'Three', 58.35, 'new-adult_20', 1.0)\n",
      "('Shadow Rites (Jane Yellowrock #10)', 'Four', 21.72, 'fantasy_19', 1.0)\n",
      "('Settling the Score (The Summer Games #1)', 'Two', 44.91, 'sports-and-games_17', 1.0)\n",
      "('Sense and Sensibility', 'One', 37.46, 'classics_6', 1.0)\n",
      "('Saga, Volume 1 (Saga (Collected Editions) #1)', 'One', 28.48, 'sequential-art_5', 1.0)\n",
      "('Rhythm, Chord & Malykhin', 'Two', 28.34, 'romance_8', 1.0)\n",
      "('Rat Queens, Vol. 1: Sass & Sorcery (Rat Queens (Collected Editions) #1-5)', 'Five', 46.96, 'sequential-art_5', 1.0)\n",
      "('Paradise Lost (Paradise #1)', 'One', 24.96, 'default_15', 1.0)\n",
      "('Paper Girls, Vol. 1 (Paper Girls #1-5)', 'Four', 21.71, 'sequential-art_5', 1.0)\n",
      "('Ouran High School Host Club, Vol. 1 (Ouran High School Host Club #1)', 'Three', 29.87, 'sequential-art_5', 1.0)\n",
      "('Origins (Alphas 0.5)', 'One', 28.99, 'fantasy_19', 1.0)\n",
      "('One Second (Seven #7)', 'Two', 52.94, 'fantasy_19', 1.0)\n",
      "('On the Road (Duluoz Legend)', 'Three', 32.36, 'default_15', 1.0)\n",
      "(\"Old Records Never Die: One Man's Quest for His Vinyl and His Past\", 'Two', 55.66, 'music_14', 1.0)\n",
      "('Off Sides (Off #1)', 'Five', 39.45, 'new-adult_20', 1.0)\n",
      "('Of Mice and Men', 'Two', 47.11, 'classics_6', 1.0)\n",
      "('Myriad (Prentor #1)', 'Four', 58.75, 'fantasy_19', 1.0)\n",
      "('My Perfect Mistake (Over the Top #1)', 'Two', 38.92, 'romance_8', 1.0)\n",
      "('Ms. Marvel, Vol. 1: No Normal (Ms. Marvel (2014-2015) #1)', 'Four', 39.39, 'sequential-art_5', 1.0)\n",
      "('Meditations', 'Two', 25.89, 'philosophy_7', 1.0)\n",
      "('Matilda', 'One', 28.34, 'childrens_11', 1.0)\n",
      "('Lost Among the Living', 'Four', 27.7, 'historical-fiction_4', 1.0)\n",
      "('Lord of the Flies', 'Three', 24.89, 'add-a-comment_18', 1.0)\n",
      "('Listen to Me (Fusion #1)', 'Three', 58.99, 'romance_8', 1.0)\n",
      "('Kitchens of the Great Midwest', 'Five', 57.2, 'fiction_10', 1.0)\n",
      "('Jane Eyre', 'Five', 38.43, 'default_15', 1.0)\n",
      "('Imperfect Harmony', 'Four', 34.74, 'romance_8', 1.0)\n",
      "('Icing (Aces Hockey #2)', 'Four', 40.44, 'sports-and-games_17', 1.0)\n",
      "('Hawkeye, Vol. 1: My Life as a Weapon (Hawkeye #1)', 'Three', 45.24, 'sequential-art_5', 1.0)\n",
      "(\"Having the Barbarian's Baby (Ice Planet Barbarians #7.5)\", 'Four', 34.96, 'science-fiction_16', 1.0)\n",
      "('Giant Days, Vol. 1 (Giant Days #1-4)', 'Four', 56.76, 'sequential-art_5', 1.0)\n",
      "('Fruits Basket, Vol. 1 (Fruits Basket #1)', 'Five', 40.28, 'sequential-art_5', 1.0)\n",
      "('Frankenstein', 'Two', 38.0, 'default_15', 1.0)\n",
      "('Forever Rockers (The Rocker #12)', 'Three', 28.8, 'music_14', 1.0)\n",
      "('Fighting Fate (Fighting #6)', 'Three', 39.24, 'romance_8', 1.0)\n",
      "('Emma', 'Two', 32.93, 'classics_6', 1.0)\n",
      "('Eat, Pray, Love', 'Three', 51.32, 'nonfiction_13', 1.0)\n",
      "('Deep Under (Walker Security #1)', 'Five', 47.09, 'romance_8', 1.0)\n",
      "(\"Choosing Our Religion: The Spiritual Lives of America's Nones\", 'Four', 28.42, 'religion_12', 1.0)\n",
      "('Charlie and the Chocolate Factory (Charlie Bucket #1)', 'Three', 22.85, 'childrens_11', 1.0)\n",
      "(\"Charity's Cross (Charles Towne Belles #4)\", 'One', 41.24, 'romance_8', 1.0)\n",
      "('Bright Lines', 'Five', 39.07, 'fiction_10', 1.0)\n",
      "(\"Bridget Jones's Diary (Bridget Jones #1)\", 'One', 29.82, 'womens-fiction_9', 1.0)\n",
      "('Bounty (Colorado Mountain #7)', 'Four', 37.26, 'romance_8', 1.0)\n",
      "('Blood Defense (Samantha Brinkman #1)', 'Three', 20.3, 'mystery_3', 1.0)\n",
      "('Bleach, Vol. 1: Strawberry and the Soul Reapers (Bleach #1)', 'Five', 34.65, 'sequential-art_5', 1.0)\n",
      "('Beyond Good and Evil', 'One', 43.38, 'philosophy_7', 1.0)\n",
      "(\"Alice in Wonderland (Alice's Adventures in Wonderland #1)\", 'One', 55.53, 'classics_6', 1.0)\n",
      "('Ajin: Demi-Human, Volume 1 (Ajin: Demi-Human #1)', 'Four', 57.06, 'sequential-art_5', 1.0)\n",
      "(\"A Spy's Devotion (The Regency Spies of London #1)\", 'Five', 16.97, 'historical-fiction_4', 1.0)\n",
      "(\"1st to Die (Women's Murder Club #1)\", 'One', 53.98, 'mystery_3', 1.0)\n",
      "('1,000 Places to See Before You Die', 'Five', 26.08, 'travel_2', 1.0)\n"
     ]
    }
   ],
   "source": [
    "import snowflake.connector\n",
    "\n",
    "conn = snowflake.connector.connect(\n",
    "    user='kashyaprparmar',\n",
    "    password='Kashyap@246',\n",
    "    warehouse='COMPUTE_WH',\n",
    "    account = 'pf20846.ap-south-1.aws',\n",
    "    database='BOOKS_DB2',\n",
    "    schema='books_table'\n",
    ")\n",
    "\n",
    "cursor = conn.cursor()\n",
    "\n",
    "cursor.execute(\"USE BOOKS_DB\")\n",
    "\n",
    "retrieve_query = \"SELECT * FROM Books_table2\"\n",
    "cursor.execute(retrieve_query)\n",
    "\n",
    "# Fetch all the records\n",
    "records = cursor.fetchall()\n",
    "\n",
    "# Display the records\n",
    "for record in records:\n",
    "    print(record)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Data Transformation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\KashyapParmar\\AppData\\Local\\Temp\\ipykernel_14536\\3162986484.py:66: UserWarning: pandas only supports SQLAlchemy connectable (engine/connection) or database string URI or sqlite3 DBAPI2 connection. Other DBAPI2 objects are not tested. Please consider using SQLAlchemy.\n",
      "  df = pd.read_sql(\"SELECT * FROM Books_table2\", conn)\n"
     ]
    },
    {
     "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>RATING</th>\n",
       "      <th>PRICE</th>\n",
       "      <th>PRODUCT_CATEGORY</th>\n",
       "      <th>AVAILABILITY</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>A Light in the Attic</td>\n",
       "      <td>3</td>\n",
       "      <td>51.77</td>\n",
       "      <td>Poetry</td>\n",
       "      <td>22.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Tipping the Velvet</td>\n",
       "      <td>1</td>\n",
       "      <td>53.74</td>\n",
       "      <td>Historical-Fiction</td>\n",
       "      <td>20.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Soumission</td>\n",
       "      <td>1</td>\n",
       "      <td>50.10</td>\n",
       "      <td>Fiction</td>\n",
       "      <td>20.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Sharp Objects</td>\n",
       "      <td>4</td>\n",
       "      <td>47.82</td>\n",
       "      <td>Mystery</td>\n",
       "      <td>20.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Sapiens: A Brief History of Humankind</td>\n",
       "      <td>5</td>\n",
       "      <td>54.23</td>\n",
       "      <td>History</td>\n",
       "      <td>20.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>995</th>\n",
       "      <td>Alice in Wonderland (Alice's Adventures in Won...</td>\n",
       "      <td>1</td>\n",
       "      <td>55.53</td>\n",
       "      <td>Classics</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>996</th>\n",
       "      <td>Ajin: Demi-Human, Volume 1 (Ajin: Demi-Human #1)</td>\n",
       "      <td>4</td>\n",
       "      <td>57.06</td>\n",
       "      <td>Sequential-Art</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>997</th>\n",
       "      <td>A Spy's Devotion (The Regency Spies of London #1)</td>\n",
       "      <td>5</td>\n",
       "      <td>16.97</td>\n",
       "      <td>Historical-Fiction</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>998</th>\n",
       "      <td>1st to Die (Women's Murder Club #1)</td>\n",
       "      <td>1</td>\n",
       "      <td>53.98</td>\n",
       "      <td>Mystery</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>999</th>\n",
       "      <td>1,000 Places to See Before You Die</td>\n",
       "      <td>5</td>\n",
       "      <td>26.08</td>\n",
       "      <td>Travel</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1000 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                 TITLE  RATING  PRICE  \\\n",
       "0                                 A Light in the Attic       3  51.77   \n",
       "1                                   Tipping the Velvet       1  53.74   \n",
       "2                                           Soumission       1  50.10   \n",
       "3                                        Sharp Objects       4  47.82   \n",
       "4                Sapiens: A Brief History of Humankind       5  54.23   \n",
       "..                                                 ...     ...    ...   \n",
       "995  Alice in Wonderland (Alice's Adventures in Won...       1  55.53   \n",
       "996   Ajin: Demi-Human, Volume 1 (Ajin: Demi-Human #1)       4  57.06   \n",
       "997  A Spy's Devotion (The Regency Spies of London #1)       5  16.97   \n",
       "998                1st to Die (Women's Murder Club #1)       1  53.98   \n",
       "999                 1,000 Places to See Before You Die       5  26.08   \n",
       "\n",
       "       PRODUCT_CATEGORY  AVAILABILITY  \n",
       "0                Poetry          22.0  \n",
       "1    Historical-Fiction          20.0  \n",
       "2               Fiction          20.0  \n",
       "3               Mystery          20.0  \n",
       "4               History          20.0  \n",
       "..                  ...           ...  \n",
       "995            Classics           1.0  \n",
       "996      Sequential-Art           1.0  \n",
       "997  Historical-Fiction           1.0  \n",
       "998             Mystery           1.0  \n",
       "999              Travel           1.0  \n",
       "\n",
       "[1000 rows x 5 columns]"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "\n",
    "import snowflake.connector\n",
    "import pandas as pd\n",
    "\n",
    "# Connect to Snowflake\n",
    "conn = snowflake.connector.connect(\n",
    "    user='kashyaprparmar',\n",
    "    password='Kashyap@246',\n",
    "    warehouse='COMPUTE_WH',\n",
    "    account='pf20846.ap-south-1.aws',\n",
    "    database='BOOKS_DB2',\n",
    "    schema='books_table'\n",
    ")\n",
    "\n",
    "# Create a cursor\n",
    "cursor = conn.cursor()\n",
    "\n",
    "# Use the BOOKS_DB\n",
    "cursor.execute(\"USE BOOKS_DB\")\n",
    "\n",
    "# Read data from Snowflake into a DataFrame\n",
    "df = pd.read_sql(\"SELECT * FROM Books_table2\", conn)\n",
    "rating_mapping = {'One': 1, 'Two': 2, 'Three': 3, 'Four': 4, 'Five': 5}\n",
    "df['RATING'] = df['RATING'].map(rating_mapping)\n",
    "\n",
    "# Extract category name from 'PRODUCT_CATEGORY'\n",
    "df['PRODUCT_CATEGORY'] = df['PRODUCT_CATEGORY'].apply(lambda x: x.split('_')[0].title())\n",
    "\n",
    "# Convert 'PRICE' column to numeric\n",
    "df['PRICE'] = df['PRICE'].astype(float)\n",
    "\n",
    "# Close the cursor and connection\n",
    "cursor.close()\n",
    "conn.close()\n",
    "\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 1000 entries, 0 to 999\n",
      "Data columns (total 5 columns):\n",
      " #   Column            Non-Null Count  Dtype  \n",
      "---  ------            --------------  -----  \n",
      " 0   TITLE             1000 non-null   object \n",
      " 1   RATING            1000 non-null   int64  \n",
      " 2   PRICE             1000 non-null   float64\n",
      " 3   PRODUCT_CATEGORY  1000 non-null   object \n",
      " 4   AVAILABILITY      1000 non-null   float64\n",
      "dtypes: float64(2), int64(1), object(2)\n",
      "memory usage: 39.2+ KB\n"
     ]
    }
   ],
   "source": [
    "df.info()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Streamlit code"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import snowflake.connector\n",
    "import pandas as pd\n",
    "import streamlit as st\n",
    "import pandas as pd\n",
    "import plotly.express as px\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "\n",
    "# Connect to Snowflake\n",
    "conn = snowflake.connector.connect(\n",
    "    user='kashyaprparmar',\n",
    "    password='Kashyap@246',\n",
    "    warehouse='COMPUTE_WH',\n",
    "    account='pf20846.ap-south-1.aws',\n",
    "    database='BOOKS_DB2',\n",
    "    schema='books_table'\n",
    ")\n",
    "\n",
    "# Create a cursor\n",
    "cursor = conn.cursor()\n",
    "\n",
    "# Use the BOOKS_DB\n",
    "cursor.execute(\"USE BOOKS_DB\")\n",
    "\n",
    "# Read data from Snowflake into a DataFrame\n",
    "df = pd.read_sql(\"SELECT * FROM Books_table2\", conn)\n",
    "rating_mapping = {'One': 1, 'Two': 2, 'Three': 3, 'Four': 4, 'Five': 5}\n",
    "df['RATING'] = df['RATING'].map(rating_mapping)\n",
    "\n",
    "# Extract category name from 'PRODUCT_CATEGORY'\n",
    "df['PRODUCT_CATEGORY'] = df['PRODUCT_CATEGORY'].apply(lambda x: x.split('_')[0].title())\n",
    "\n",
    "# Convert 'PRICE' column to numeric\n",
    "df['PRICE'] = df['PRICE'].astype(float)\n",
    "\n",
    "\n",
    "print(df)\n",
    "# Close the cursor and connection\n",
    "cursor.close()\n",
    "conn.close()\n",
    "\n",
    "# Set page configuration\n",
    "st.set_page_config(page_title='Book Analysis', page_icon=':books:',layout='wide')\n",
    "st.title('📚 Book Data Analysis')\n",
    "\n",
    "# Sidebar\n",
    "st.sidebar.title(\"Filters\")\n",
    "selected_category = st.sidebar.selectbox(\"Select Category\", df['PRODUCT_CATEGORY'].unique())\n",
    "price_range = st.sidebar.slider(\"Select Price Range\", float(df['PRICE'].min()), float(df['PRICE'].max()), (float(df['PRICE'].min()), float(df['PRICE'].max())))\n",
    "\n",
    "# Filter data\n",
    "filtered_df = df[(df['PRODUCT_CATEGORY'] == selected_category) & (df['PRICE'] >= price_range[0]) & (df['PRICE'] <= price_range[1])]\n",
    "\n",
    "# Main content\n",
    "# Custom CSS\n",
    "st.markdown(f\"\"\" \"\"\", unsafe_allow_html=True)\n",
    "\n",
    "\n",
    "# Sidebar\n",
    "all_ratings = df['RATING'].unique()\n",
    "selected_ratings = st.sidebar.multiselect('Select Ratings', all_ratings, default=all_ratings)\n",
    "\n",
    "# Filter data\n",
    "category_df = df[(df['PRODUCT_CATEGORY'] == selected_category) & (df['PRICE'].between(price_range[0], price_range[1])) & (df['RATING'].isin(selected_ratings))]\n",
    "# Filter data\n",
    "filtered_df = df[(df['PRICE'].between(price_range[0], price_range[1])) & (df['RATING'].isin(selected_ratings))]\n",
    "fig_pie = px.pie(\n",
    "    filtered_df,\n",
    "    names='PRODUCT_CATEGORY',\n",
    "    title='Book Categories Distribution',\n",
    "    hole=0.3,\n",
    ")\n",
    "\n",
    "# Highlight selected category\n",
    "if selected_category != 'All':\n",
    "    fig_pie.update_traces(\n",
    "        pull=[0.2 if cat == selected_category else 0 for cat in fig_pie.data[0].labels],\n",
    "        textinfo='percent+label',\n",
    "    )\n",
    "st.plotly_chart(fig_pie,use_container_width=True)\n",
    "\n",
    "\n",
    "col1, col2, col3, col4 = st.columns(4)\n",
    "col1.metric(\"Number of Books:\", \"📖\"+str(len(category_df)))\n",
    "col2.metric(\"Total Stock\", \"📦\" + str(category_df['AVAILABILITY'].sum()))\n",
    "col3.metric(\"Avg Price\", \"£\"+str(round(category_df['PRICE'].mean(),2)))\n",
    "col4.metric(\"Avg Rating\", \"⭐\"+ str(round(category_df['RATING'].mean(),2)))\n",
    "\n",
    "\n",
    "# Plotly Express - Pie chart for Rating distribution\n",
    "fig1 = px.pie(filtered_df, names='RATING', title='Rating Distribution')\n",
    "\n",
    "\n",
    "st.plotly_chart(fig1, use_container_width=True)\n",
    "\n",
    "# Matplotlib - Bar chart for Category-wise Book Count\n",
    "fig2, ax = plt.subplots()\n",
    "sns.countplot(x='PRODUCT_CATEGORY', data=filtered_df, ax=ax)\n",
    "ax.set_title('Category-wise Book Count')\n",
    "ax.set_xlabel('Category')\n",
    "ax.set_ylabel('Count')\n",
    "\n",
    "# Rotate x-axis labels to 90 degrees and make font size smaller\n",
    "ax.set_xticklabels(ax.get_xticklabels(), rotation=90, ha='right', fontsize=8)\n",
    "\n",
    "# Adjust tick parameters for better readability\n",
    "ax.tick_params(axis='x', which='both', pad=1)\n",
    "\n",
    "\n",
    "fig3, ax = plt.subplots()\n",
    "sns.scatterplot(x='PRICE', y='AVAILABILITY', hue='RATING', size='RATING', data=category_df)\n",
    "ax.set_title('Price vs Availability')\n",
    "ax.set_xlabel('Price')\n",
    "ax.set_ylabel('Availability')\n",
    "\n",
    "\n",
    "# Plotly Express - Scatter plot for Price vs Rating\n",
    "fig3 = plt.figure(figsize=(10, 8))\n",
    "sns.scatterplot(x='PRICE', y='AVAILABILITY', hue='RATING', size='RATING', data=category_df)\n",
    "plt.title('Price vs Availability')\n",
    "\n",
    "\n",
    "col1,col2 = st.columns(2)\n",
    "col1.pyplot(fig2)\n",
    "col2.pyplot(fig3)\n",
    "\n",
    "# Display book details in a table\n",
    "st.header(\"Book Details\")\n",
    "st.dataframe(filtered_df[['TITLE', 'PRICE', 'PRODUCT_CATEGORY', 'RATING', 'AVAILABILITY']])\n",
    "\n"
   ]
  }
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