walmart_prices.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from bs4 import BeautifulSoup\n",
    "import requests\n",
    "import unidecode\n",
    "import math\n",
    "import csv\n",
    "import datetime\n",
    "import html.parser"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def main():\n",
    "    releases = {}\n",
    "    headers = {'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:68.0)'}\n",
    "    #main vinyl page link split into two so that page numbers can be added in the middle:\n",
    "    ww1 = \"https://www.walmart.com/browse/music/vinyl/4104_1205481?page=\"\n",
    "    ww2 = \"#searchProductResult\"\n",
    "    sorts = create_sorts()\n",
    "    categories_greater_1000, categories_less_1000 = create_categories()\n",
    "    dollar_amounts_no_filters, dollar_amounts_filters_needed = create_dollar_amount_filters()\n",
    "    results, page_results = num_items_and_pages_per_filter(ww1, ww2, headers)\n",
    "    releases = construct_ww_url_and_search_greater(headers, ww1, ww2, categories_greater_1000, sorts, releases)\n",
    "    releases = construct_ww_url_and_search_lesser(headers, ww1, ww2, categories_less_1000, sorts, releases)\n",
    "    #gather total number of vinyl records at best buy website:\n",
    "    max_releases, max_pages = num_items_and_pages_per_filter(bb1, bb2, headers)\n",
    "    #first run through on main vinyl page\n",
    "    count = 100\n",
    "    releases_first_run, sold_out_releases_first_run = run_main_vinyl_page(bb1, bb2, headers, count, releases, sold_out_releases, sorts, max_releases)\n",
    "    final_releases, final_sold_out_releases = keep_going(releases_first_run, sold_out_releases_first_run, max_releases, headers, bb1, bb2)\n",
    "    create_csvs(final_releases, final_sold_out_releases)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_sorts():\n",
    "    sorts = []\n",
    "    sorts.append(\"&sort=price_low\")\n",
    "    sorts.append(\"&sort=price_high\")\n",
    "    sorts.append(\"&sort=rating_high\")\n",
    "    sorts.append(\"&sort=new\")\n",
    "    return sorts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "#walmart's website has multiple different categories for different genres/types of records,\n",
    "#but they only display 1000 per genre. We split the genre categories into those that have more\n",
    "#than 1000 records and those that have less than 1000:\n",
    "def create_categories():\n",
    "    categories_greater_1000 = []\n",
    "    #rock records > 1000 total:\n",
    "    categories_greater_1000.append(\"?cat_id=4104_1205481_2844615\")\n",
    "    #jazz records > 1000 total:\n",
    "    categories_greater_1000.append(\"?cat_id=4104_1205481_3708052\")\n",
    "    #pop records > 1000 total:\n",
    "    categories_greater_1000.append(\"?cat_id=4104_1205481_6204731\")\n",
    "    #r&b and soul records > 1000 total:\n",
    "    categories_greater_1000.append(\"?cat_id=4104_1205481_7409068\")\n",
    "    #hip hop records > 1000 total:\n",
    "    categories_greater_1000.append(\"?cat_id=4104_1205481_7766072\")\n",
    "    categories_less_1000 = []\n",
    "    #blues records < 1000 total:\n",
    "    categories_less_1000.append(\"?cat_id=4104_1205481_3605866\")\n",
    "    #childrens records < 1000 total:\n",
    "    categories_less_1000.append(\"?cat_id=4104_1205481_7687262\")\n",
    "    #country records < 1000 total:\n",
    "    categories_less_1000.append(\"?cat_id=4104_1205481_4846487\")\n",
    "    #latin records < 1000 total:\n",
    "    categories_less_1000.append(\"?cat_id=4104_1205481_1630455\")\n",
    "    #soundtrack records < 1000 total:\n",
    "    categories_less_1000.append(\"?cat_id=4104_1205481_9901623\")\n",
    "    \n",
    "    return categories_greater_1000, categories_less_1000"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "#at some price points, additional filters are needed, and at some other\n",
    "#price points, no other filters are needed, here are all the price points\n",
    "#separated out:\n",
    "def create_dollar_amount_filters():\n",
    "    dollar_amounts_wo_additional = []\n",
    "    dollar_amounts_wo_additional.append(\"facet=&max_price=6&min_price=0\")\n",
    "    dollar_amounts_wo_additional.append(\"facet=&max_price=7&min_price=6\")\n",
    "    dollar_amounts_wo_additional.append(\"facet=&max_price=8&min_price=7\")\n",
    "    dollar_amounts_wo_additional.append(\"facet=&max_price=9&min_price=8\")\n",
    "    dollar_amounts_wo_additional.append(\"facet=&max_price=34&min_price=33\")\n",
    "    dollar_amounts_wo_additional.append(\"facet=&max_price=35&min_price=34\")\n",
    "    dollar_amounts_wo_additional.append(\"facet=&max_price=36&min_price=35\")\n",
    "    dollar_amounts_wo_additional.append(\"facet=&max_price=37&min_price=36\")\n",
    "    dollar_amounts_wo_additional.append(\"facet=&max_price=38&min_price=37\")\n",
    "    dollar_amounts_wo_additional.append(\"facet=&max_price=39&min_price=38\")\n",
    "    dollar_amounts_wo_additional.append(\"facet=&max_price=40&min_price=39\")\n",
    "    dollar_amounts_wo_additional.append(\"facet=&max_price=41&min_price=40\")\n",
    "    dollar_amounts_wo_additional.append(\"facet=&max_price=42&min_price=41\")\n",
    "    dollar_amounts_wo_additional.append(\"facet=&max_price=43&min_price=42\")\n",
    "    dollar_amounts_wo_additional.append(\"facet=&max_price=44&min_price=43\")  \n",
    "    dollar_amounts_wo_additional.append(\"facet=&max_price=45&min_price=44\")\n",
    "    dollar_amounts_wo_additional.append(\"facet=&max_price=50&min_price=45\")\n",
    "    dollar_amounts_wo_additional.append(\"facet=&max_price=60&min_price=50\")\n",
    "    dollar_amounts_wo_additional.append(\"facet=&max_price=90&min_price=60\")\n",
    "    dollar_amounts_wo_additional.append(\"facet=&max_price=500&min_price=90\")\n",
    "    dollar_amounts_wo_additional.append(\"facet=&max_price=&min_price=500\")\n",
    "    \n",
    "    dollar_amounts_w_additional = []\n",
    "    dollar_amounts_w_additional.append(\"facet=&max_price=10&min_price=9\")\n",
    "    dollar_amounts_w_additional.append(\"facet=&max_price=11&min_price=10\")  \n",
    "    dollar_amounts_w_additional.append(\"facet=&max_price=12&min_price=11\")\n",
    "    dollar_amounts_w_additional.append(\"facet=&max_price=13&min_price=12\")\n",
    "    dollar_amounts_w_additional.append(\"facet=&max_price=14&min_price=13\")\n",
    "    dollar_amounts_w_additional.append(\"facet=&max_price=15&min_price=14\")\n",
    "    dollar_amounts_w_additional.append(\"facet=&max_price=16&min_price=15\")  \n",
    "    dollar_amounts_w_additional.append(\"facet=&max_price=17&min_price=16\")\n",
    "    dollar_amounts_w_additional.append(\"facet=&max_price=18&min_price=17\")\n",
    "    dollar_amounts_w_additional.append(\"facet=&max_price=19&min_price=18\")\n",
    "    dollar_amounts_w_additional.append(\"facet=&max_price=20&min_price=19\")\n",
    "    dollar_amounts_w_additional.append(\"facet=&max_price=21&min_price=20\")  \n",
    "    dollar_amounts_w_additional.append(\"facet=&max_price=22&min_price=21\")\n",
    "    dollar_amounts_w_additional.append(\"facet=&max_price=23&min_price=22\")\n",
    "    dollar_amounts_w_additional.append(\"facet=&max_price=24&min_price=23\")\n",
    "    dollar_amounts_w_additional.append(\"facet=&max_price=25&min_price=24\")\n",
    "    dollar_amounts_w_additional.append(\"facet=&max_price=26&min_price=25\")  \n",
    "    dollar_amounts_w_additional.append(\"facet=&max_price=27&min_price=26\")\n",
    "    dollar_amounts_w_additional.append(\"facet=&max_price=28&min_price=27\")\n",
    "    dollar_amounts_w_additional.append(\"facet=&max_price=29&min_price=28\")\n",
    "    dollar_amounts_w_additional.append(\"facet=&max_price=30&min_price=29\")  \n",
    "    dollar_amounts_w_additional.append(\"facet=&max_price=31&min_price=30\")\n",
    "    dollar_amounts_w_additional.append(\"facet=&max_price=32&min_price=31\")\n",
    "    dollar_amounts_w_additional.append(\"facet=&max_price=33&min_price=32\")\n",
    "    return dollar_amounts_wo_additional, dollar_amounts_w_additional"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "def num_items_and_pages_per_filter(ww1, ww2, headers):\n",
    "    headers = {'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:68.0)'}\n",
    "    #main vinyl page link split into two so that page numbers can be added in the middle:\n",
    "    ww1 = \"https://www.walmart.com/browse/music/vinyl/4104_1205481?page=\"\n",
    "    ww2 = \"#searchProductResult\"\n",
    "    wally_world_vinyl_page = ww1 + \"1\" + ww2\n",
    "    page = requests.get(wally_world_vinyl_page, headers=headers)\n",
    "    soup = BeautifulSoup(page.text, 'html.parser')\n",
    "    results = soup.find(\"div\", class_=\"result-summary-container\")\n",
    "    results = str(results.text)\n",
    "    results_beg = results.find(\" of \")+4\n",
    "    results = results[results_beg:]\n",
    "    if \",\" and \"+\" in results:\n",
    "        comma = results.find(\",\")\n",
    "        plus = results.find(\"+\")\n",
    "        results = results[:comma] + results[comma+1:plus] + results[plus+1:]\n",
    "    results_end = results.find(\" products\")\n",
    "    results = results[:results_end]\n",
    "    results = int(results)\n",
    "    page_results = math.ceil(results/40)\n",
    "    return results, page_results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "def construct_ww_url_and_search_greater(headers, ww1, ww2, categories_greater_1000, sorts, releases):\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "ename": "SyntaxError",
     "evalue": "invalid syntax (<ipython-input-7-4ebbfcebcf5c>, line 1)",
     "output_type": "error",
     "traceback": [
      "\u001b[1;36m  File \u001b[1;32m\"<ipython-input-7-4ebbfcebcf5c>\"\u001b[1;36m, line \u001b[1;32m1\u001b[0m\n\u001b[1;33m    https://www.walmart.com/browse/music/vinyl/4104_1205481?page=1#searchProductResult\u001b[0m\n\u001b[1;37m           ^\u001b[0m\n\u001b[1;31mSyntaxError\u001b[0m\u001b[1;31m:\u001b[0m invalid syntax\n"
     ]
    }
   ],
   "source": [
    "https://www.walmart.com/browse/music/vinyl/4104_1205481?page=1#searchProductResult\n",
    "https://www.walmart.com/browse/music/vinyl/4104_1205481?page=1&sort=price_low#searchProductResult"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 100,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "10\n"
     ]
    }
   ],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 119,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'34454340': ['Wu-Tang Clan', 'Enter Wu-Tang (Vinyl)', '3CSTDBG5226A', 'Rap Hip-Hop: Vinyl Records', '10.13', '144'], '882508001': ['Khalid', 'American Teen (Vinyl)', '368UQBT9Y6ES', 'R&B and Soul: Vinyl Records', '18.70', '434'], '34433768': ['Dead Kennedys', 'Fresh Fruit For Rotting Vegetables (Vinyl)', '3I1MPO8F3IGY', 'Punk Rock Music on CD or Vinyl', '13.98', '550'], '483219159': ['STRANGER THINGS: SOUNDTRACK NETFLIX SEASON 3 / VAR', 'Stranger Things: Soundtrack from the Netflix Original Series, Season 3 (Walmart Exclusive Purple Vinyl)', '5TRJF8VYRZXD', 'Only at Walmart', '28.97', '1742'], '34448349': ['Bob Marley', 'Legend [Special Edition] [Reissue] (Vinyl)', '4A2O1NW8JROK', 'Reggae', '17.89', '9906'], '37869423': ['Led Zeppelin', 'Led Zeppelin Ii (Vinyl)', '211XGFQIXIB5', 'Rock Music: Vinyl Records', '22.49', '1893'], '900470514': ['DIXON,KYLE / STEIN,MICHAEL', 'Stranger Things 3 (Vinyl)', '356QIE3AQZUU', 'Stranger Things Music', '27.13', '4933'], '55938888': ['Prince', 'Purple Rain (Vinyl)', '4GQVTBD4RTHU', 'Prince Music on CD or Vinyl', '12.98', '21'], '684756304': ['JOHN,ELTON / EGERTON,TARON', 'Rocketman Soundtrack (Walmart Exclusive Purple Vinyl)', '4J3ZH887B3K2', 'All Soundtracks', '26.25', '4926'], '55901045': ['Weezer', 'Weezer (Blue Album) (Vinyl)', '4WOBQR8DY47R', 'Alternative Rock Music on CD or Vinyl', '16.56', '2419'], '177435567': ['Billie Eilish', 'When We All Fall Asleep, Where Do We Go? (Vinyl)', '70YKG39DNCGW', 'New Release Music', '19.97', '638'], '34449908': ['Fleetwood Mac', 'Rumours (Vinyl)', '3KBX82QFLJ5E', 'Rock Music: Vinyl Records', '19.97', '5709'], '22017779': ['The Beatles', 'Abbey Road (Vinyl) (Remaster)', '2I8YYBDGC4OQ', 'Rock Music: Vinyl Records', '16.99', '12463'], '34539328': [\"Guns N' Roses\", 'Appetite For Destruction (Vinyl)', '2D3XK6ZZU3K5', 'Rock Music: Vinyl Records', '16.98', '3501'], '34438983': ['Amy Winehouse', 'Back To Black (Vinyl)', '1UPPN42B1FAG', 'Rock Music: Vinyl Records', '14.90', '6584'], '37874481': ['Eminem', 'The Eminem Show (Vinyl) (explicit)', '7D9PW391ON8O', 'Rap Hip-Hop: Vinyl Records', '12.11', '43'], '55915786': ['John Coltrane', 'Love Supreme (Vinyl)', '6JWBCYMG3GGS', 'General Vinyl Records', '10.35', '29'], '37874480': ['Eminem', 'Encore (Vinyl) (explicit)', '3E8RAVHNN9XJ', 'Rap Hip-Hop: Vinyl Records', '24.73', '3'], '34450675': ['Jimi Hendrix', 'Axis: Bold As Love (Vinyl)', '1TYAFX047ATY', 'Rock Music: Vinyl Records', '11.18', '7'], '34452641': ['Paul Simon', 'Graceland: 25th Anniversary Edition (Vinyl)', '0TXFMWSCNBE0', 'Rock Music: Vinyl Records', '23.61', '101'], '34453990': ['Tool', 'Opiate (Vinyl)', '4DWM7F2HU6PI', 'Rock Music: Vinyl Records', '16.97', '6'], '37868876': ['Jimi Hendrix', 'Are You Experienced (Vinyl)', '62ZSXG5R22AW', 'Rock Music: Vinyl Records', '12.99', '1419'], '34433432': ['LCD Soundsystem', 'This Is Happening (Vinyl)', '4KADW7K65QPL', 'Rock Music: Vinyl Records', '19.97', '358'], '34451198': ['King Crimson', 'In the Court of the Crimson King (Vinyl)', '3LLGXES89YLI', 'Rock Music: Vinyl Records', '13.37', '253'], '42376947': ['The Beatles', 'Beatles 1962-1966 (Vinyl)', '6Q42FOA3U4KJ', 'Rock Music: Vinyl Records', '29.97', '100'], '625972735': ['Kids See Ghosts', 'Kids See Ghosts (Vinyl) (explicit)', '0VHCIE0SGJEL', 'All Rap & Hiphop: CDs & Vinyl Records', '14.98', '42'], '37869234': ['Kiss', 'Destroyer (Vinyl)', '3O0USELXY4RL', 'Christmas Music', '22.87', '1359'], '34452840': ['Queen', 'News Of The World (Vinyl)', '4U30KOVD3I1U', 'Rock Music: Vinyl Records', '19.18', '205'], '34442533': ['Lana Del Rey', 'Born To Die (Vinyl)', '152MKM0MP59Z', 'Rock Music: Vinyl Records', '14.29', '2740'], '45810917': ['Bruce Springsteen', 'Born to Run (Vinyl)', '56IRZ235LT6H', 'Rock Music: Vinyl Records', '12.02', '211'], '34447464': ['Al Green', 'Greatest Hits (Vinyl)', '5D9UQEJZZ6S4', 'R&B and Soul: Vinyl Records', '12.37', '312'], '41173547': ['Tyler Bates', 'Guardians Of The Galaxy / O.S.T. (Vinyl)', '6V2P2RMG71MW', 'Rock Music: Vinyl Records', '19.00', '2050'], '22127113': ['Adele', '21 (Vinyl)', '5TY83POOR8T4', 'Rock Music: Vinyl Records', '18.26', '247'], '55900462': ['Queen', 'Greatest Hits I (Vinyl)', '1LJOOSIY7N9F', 'All Rock Music', '30.00', '1885'], '55907232': ['Michael Jackson', 'Thriller (Vinyl)', '7IJS9ZDP1LHJ', 'Michael Jackson Music on CD or Vinyl', '17.39', '1038'], '174954760': ['Queen + Adam Lambert', 'Bohemian Rhapsody (Vinyl)', '2GN3OENWXV9M', 'All Rock Music', '27.97', '3314'], '298213617': ['Kacey Musgraves', 'Golden Hour (Vinyl)', '2ZRHAZF1B80O', 'Country Music: Vinyl Records', '20.07', '637'], '34435098': ['The Strokes', 'Comedown Machine (Vinyl)', '2F8X7HCM0VDL', 'Rock Music: Vinyl Records', '10.13', '89']}\n"
     ]
    }
   ],
   "source": [
    "def check_ww_page(soup, num_pages, releases_check):\n",
    "    releases = releases_check\n",
    "    script = soup.find_all(\"script\")\n",
    "    artist_title_info = str(script[25])\n",
    "    while \"title\\\":\" in artist_title_info:\n",
    "        product_id_beg = artist_title_info.find(\"productId\\\":\")+12\n",
    "        artist_title_info = artist_title_info[product_id_beg:]\n",
    "        product_id_end = artist_title_info.find(\"\\\",\\\"\")\n",
    "        product_id = artist_title_info[:product_id_end]\n",
    "        us_id_beg = artist_title_info.find(\"usItemId\\\":\")+11\n",
    "        artist_title_info = artist_title_info[us_id_beg:]\n",
    "        us_id_end = artist_title_info.find(\"\\\",\\\"\")\n",
    "        us_id = artist_title_info[:us_id_end]\n",
    "        title_name_beg = artist_title_info.find(\"title\\\":\")+8\n",
    "        if title_name_beg > 0:\n",
    "            artist_title_info = artist_title_info[title_name_beg:]\n",
    "            title_name_end = artist_title_info.find(\"\\\",\\\"\");\n",
    "            release_info = []\n",
    "            title_name = artist_title_info[:title_name_end]\n",
    "            if \"Vinyl)\" in title_name:\n",
    "                group_beg = artist_title_info.find(\"seeAllName\\\":\")+13\n",
    "                artist_title_info = artist_title_info[group_beg:]\n",
    "                group_end = artist_title_info.find(\"\\\",\\\"\")\n",
    "                group = artist_title_info[:group_end]\n",
    "                price_beg = artist_title_info.find(\"offerPrice\\\":\")+12\n",
    "                artist_title_info = artist_title_info[price_beg:]\n",
    "                price_end = artist_title_info.find(\",\\\"\")\n",
    "                price = f'{float(artist_title_info[:price_end]):.2f}'\n",
    "                artist_name_beg = artist_title_info.find(\"artistName\\\":\")+13\n",
    "                artist_title_info = artist_title_info[artist_name_beg:]\n",
    "                artist_name_end = artist_title_info.find(\"\\\",\\\"\")\n",
    "                artist_name = artist_title_info[:artist_name_end]\n",
    "                release_info.append(artist_name)\n",
    "                artist_title_info = artist_title_info[artist_name_end:]\n",
    "                quantity_beg = artist_title_info.find(\"quantity\\\":\")+10\n",
    "                artist_title_info = artist_title_info[quantity_beg:]\n",
    "                quantity_end = artist_title_info.find(\",\\\"\")\n",
    "                quantity = artist_title_info[:quantity_end]\n",
    "                release_info.append(title_name)\n",
    "                release_info.append(product_id)\n",
    "                release_info.append(group)\n",
    "                release_info.append(price)\n",
    "                release_info.append(quantity)\n",
    "                releases[us_id] = release_info\n",
    "    return releases;\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 115,
   "metadata": {},
   "outputs": [
    {
     "ename": "SyntaxError",
     "evalue": "invalid syntax (<ipython-input-115-362ab0b7906f>, line 36)",
     "output_type": "error",
     "traceback": [
      "\u001b[1;36m  File \u001b[1;32m\"<ipython-input-115-362ab0b7906f>\"\u001b[1;36m, line \u001b[1;32m36\u001b[0m\n\u001b[1;33m    quantity = [:quantity_end]\u001b[0m\n\u001b[1;37m                ^\u001b[0m\n\u001b[1;31mSyntaxError\u001b[0m\u001b[1;31m:\u001b[0m invalid syntax\n"
     ]
    }
   ],
   "source": [
    "wally_world_1 = \"https://www.walmart.com/browse/music/vinyl/4104_1205481?page=\"\n",
    "wally_world_2 = \"#searchProductResult\"\n",
    "headers = {'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:68.0)'}\n",
    "wally_world_vinyl_page = wally_world_1 + \"1\" + wally_world_2\n",
    "page = requests.get(wally_world_vinyl_page, headers=headers)\n",
    "soup = BeautifulSoup(page.text, 'html.parser')\n",
    "script = soup.find_all(\"script\")\n",
    "artist_title_info = str(script[25])\n",
    "releases = []\n",
    "while \"title\\\":\" in artist_title_info:\n",
    "    title_name_beg = artist_title_info.find(\"title\\\":\")+8\n",
    "    if title_name_beg > 0:\n",
    "        artist_title_info = artist_title_info[title_name_beg:]\n",
    "        title_name_end = artist_title_info.find(\"\\\",\\\"\");\n",
    "        release_info = []\n",
    "        title_name = artist_title_info[:title_name_end]\n",
    "        if \"Vinyl)\" in title_name:\n",
    "            release_info.append(title_name)\n",
    "            group_beg = artist_title_info.find(\"seeAllName\\\":\")+13\n",
    "            artist_title_info = artist_title_info[group_beg:]\n",
    "            group_end = artist_title_info.find(\"\\\",\\\"\")\n",
    "            group = artist_title_info[:group_end]\n",
    "            price_beg = artist_title_info.find(\"offerPrice\\\":\")+12\n",
    "            artist_title_info = artist_title_info[price_beg:]\n",
    "            price_end = artist_title_info.find(\",\\\"\")\n",
    "            price = f'{float(artist_title_info[:price_end]):.2f}'\n",
    "            artist_name_beg = artist_title_info.find(\"artistName\\\":\")+13\n",
    "            artist_title_info = artist_title_info[artist_name_beg:]\n",
    "            artist_name_end = artist_title_info.find(\"\\\",\\\"\")\n",
    "            artist_name = artist_title_info[:artist_name_end]\n",
    "            release_info.append(artist_name)\n",
    "            artist_title_info = artist_title_info[artist_name_end:]\n",
    "            quantity_beg = artist_title_info.find(\"quantity\\\":\")+13\n",
    "            artist_title_info = artist_title_info[quantity_beg:]\n",
    "            quantity_end = artist_title_info.find(\",\\\"\")\n",
    "            quantity = [:quantity_end]\n",
    "            release_info.append(date)\n",
    "            release_info.append(group)\n",
    "            release_info.append(price)\n",
    "            release_info.append(quantity)\n",
    "            print(release_info)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 98,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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     ]
    }
   ],
   "source": [
    "wally_world_1 = \"https://www.walmart.com/browse/music/vinyl/4104_1205481?page=\"\n",
    "wally_world_2 = \"#searchProductResult\"\n",
    "headers = {'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:68.0)'}\n",
    "wally_world_vinyl_page = wally_world_1 + \"1\" + wally_world_2\n",
    "page = requests.get(wally_world_vinyl_page, headers=headers)\n",
    "soup = BeautifulSoup(page.text, 'html.parser')\n",
    "script = soup.find_all(\"script\")\n",
    "artist_title_info = str(script[25])\n",
    "print(artist_title_info)"
   ]
  },
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   "source": []
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