crawling.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "bac72b63",
   "metadata": {},
   "outputs": [],
   "source": [
    "def crawl_detail_info(detail_url):\n",
    "    service = Service(ChromeDriverManager().install())\n",
    "    driver = webdriver.Chrome(service=service)\n",
    "    driver.get(detail_url)\n",
    "#     time.sleep(1)\n",
    "    html_txt = driver.page_source\n",
    "    soup = BeautifulSoup(html_txt, 'html.parser')\n",
    "\n",
    "   \n",
    "    info_dict = {}\n",
    "    \n",
    "    try:\n",
    "        name_tag = soup.select_one(\"#bobaeConent > div.component.page-detail > div.container-detail > div.wrap-detail-spot.js-object-fit > div.group-info > div.info-price.box.mode-basic > div.title-area > h3\")\n",
    "        info_dict[\"차종\"] = name_tag.text.strip()\n",
    "    except:\n",
    "        info_dict[\"차종\"] = None\n",
    "    try:\n",
    "        price_tag = soup.select_one(\"#bobaeConent > div.component.page-detail > div.container-detail > div.wrap-detail-spot.js-object-fit > div.group-info > div.info-price.box.mode-basic > div.price-area > span\")\n",
    "        info_dict[\"가격\"] = price_tag.text.strip()\n",
    "    except:\n",
    "        info_dict[\"가격\"] = None\n",
    "    \n",
    "    \n",
    "    try:\n",
    "        tbody_tag = soup.select_one(\"#bobaeConent > div.component.page-detail > div.container-detail > div.detail-section.mode-half > div:nth-child(1) > div.info-basic > div > table > tbody\")\n",
    "\n",
    "        # 각 tr 태그에 대해 반복하여 정보를 추출하여 딕셔너리에 저장하고, 리스트에 추가\n",
    "        for tr_tag in tbody_tag.find_all('tr'):\n",
    "            th_tags = tr_tag.find_all('th')\n",
    "            td_tags = tr_tag.find_all('td')\n",
    "\n",
    "            for th_tag, td_tag in zip(th_tags, td_tags):\n",
    "                # 각 th 태그와 td 태그의 텍스트를 키와 값으로 저장\n",
    "                key = th_tag.text.strip()\n",
    "                value = td_tag.text.strip()\n",
    "                if key not in [\"배기량\",\"연식\",\"주행거리\",\"변속기\",\"색상\",\"연료\"]:\n",
    "                    break\n",
    "                info_dict[key] = value        \n",
    "    except:\n",
    "        \n",
    "        pass\n",
    "#     - 소유자변경유무\n",
    "#     - 전손유무\n",
    "#     - 침수유무\n",
    "\n",
    "    try:\n",
    "        flt_tags = soup.select(\"#bobaeConent > div.component.page-detail > div.container-detail > div:nth-child(5) > div > div.info-insurance.mode-personal > div.insurance-cont > dl.flt > dd\")\n",
    "        if len(flt_tags) >= 2:\n",
    "            info_dict[\"소유자 이전 횟수\"] = flt_tags[0].text.strip().split(\"/\")[-1]\n",
    "            info_dict[\"전손유무\"] = flt_tags[1].text.strip().split(\"/\")[0]\n",
    "            info_dict[\"침수유무\"] = flt_tags[1].text.strip().split(\"/\")[2] if len(flt_tags[1].text.strip().split(\"/\")) > 2 else None\n",
    "    except:\n",
    "        None\n",
    "        \n",
    "# - 옵션\n",
    "#     - 썬루프\n",
    "#     - 내비게이션\n",
    "#     - 스마트키\n",
    "#     - 오토라이트\n",
    "#     - 주차감지센서\n",
    "#     - 가죽시트\n",
    "#     - 열선시트\n",
    "#     - 통풍시트\n",
    "#     option_selector = \".detail-option-container\"\n",
    "    \n",
    "#     option_containers = soup.select(option_selector)\n",
    "    \n",
    "    # 옵션들을 찾기 위한 선택자\n",
    "    option_selector = \".option-list-container\"\n",
    "    \n",
    "    # 옵션들을 모두 선택\n",
    "    option_containers = soup.select(option_selector)\n",
    "    try:\n",
    "        for option_container in option_containers:\n",
    "        # 대분류에서 모든 옵션을 선택\n",
    "            options = option_container.select(\"span > label > button\")\n",
    "\n",
    "            # 각 옵션에 대해 순회하면서 필요한 정보 가져오기\n",
    "            for option in options:\n",
    "                # 버튼 태그에서 텍스트를 가져옴\n",
    "                button_text = option.text.strip()\n",
    "\n",
    "                # 버튼 텍스트가 리스트에 없는 경우 건너뜀\n",
    "                if button_text not in [\"선루프\", \"네비게이션(순정)\",\"네비게이션(비순정)\", \"스마트키\", \"LED헤드램프\",\"어댑티드헤드램프\", \"후방센서\", \"가죽시트\", \"열선시트(앞좌석)\",\"열선시트(뒷자석)\", \"통풍시트\"]:\n",
    "                    continue\n",
    "\n",
    "                # 버튼 태그의 부모 li 태그에서 checked 속성을 찾음\n",
    "                checked_attribute = option.find_parent(\"li\").find(\"input\", {\"checked\": True})\n",
    "\n",
    "                # checked 속성 존재하면 1\n",
    "                if checked_attribute:\n",
    "                    value = 1\n",
    "                else:\n",
    "                    value = 0\n",
    "\n",
    "                # 대분류와 옵션 텍스트를 조합하여 키로, 값으로 설정하여 사전에 저장\n",
    "                info_dict[button_text] = value\n",
    "    except:\n",
    "        pass\n",
    "    \n",
    "    return info_dict\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "1b24d5e5",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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     ]
    },
    {
     "ename": "KeyboardInterrupt",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
      "Cell \u001b[1;32mIn[3], line 42\u001b[0m\n\u001b[0;32m     40\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m detail_link \u001b[38;5;129;01min\u001b[39;00m detail_links:\n\u001b[0;32m     41\u001b[0m     detail_link \u001b[38;5;241m=\u001b[39m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhttps://www.bobaedream.co.kr\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mdetail_link\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m \n\u001b[1;32m---> 42\u001b[0m     detail_info \u001b[38;5;241m=\u001b[39m crawl_detail_info(detail_link)\n\u001b[0;32m     43\u001b[0m     car_info_list\u001b[38;5;241m.\u001b[39mappend(detail_info)\n",
      "Cell \u001b[1;32mIn[2], line 3\u001b[0m, in \u001b[0;36mcrawl_detail_info\u001b[1;34m(detail_url)\u001b[0m\n\u001b[0;32m      1\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mcrawl_detail_info\u001b[39m(detail_url):\n\u001b[0;32m      2\u001b[0m     service \u001b[38;5;241m=\u001b[39m Service(ChromeDriverManager()\u001b[38;5;241m.\u001b[39minstall())\n\u001b[1;32m----> 3\u001b[0m     driver \u001b[38;5;241m=\u001b[39m webdriver\u001b[38;5;241m.\u001b[39mChrome(service\u001b[38;5;241m=\u001b[39mservice)\n\u001b[0;32m      4\u001b[0m     driver\u001b[38;5;241m.\u001b[39mget(detail_url)\n\u001b[0;32m      5\u001b[0m \u001b[38;5;66;03m#     time.sleep(1)\u001b[39;00m\n",
      "File \u001b[1;32mc:\\Users\\peter\\anaconda3\\Lib\\site-packages\\selenium\\webdriver\\chrome\\webdriver.py:45\u001b[0m, in \u001b[0;36mWebDriver.__init__\u001b[1;34m(self, options, service, keep_alive)\u001b[0m\n\u001b[0;32m     42\u001b[0m service \u001b[38;5;241m=\u001b[39m service \u001b[38;5;28;01mif\u001b[39;00m service \u001b[38;5;28;01melse\u001b[39;00m Service()\n\u001b[0;32m     43\u001b[0m options \u001b[38;5;241m=\u001b[39m options \u001b[38;5;28;01mif\u001b[39;00m options \u001b[38;5;28;01melse\u001b[39;00m Options()\n\u001b[1;32m---> 45\u001b[0m \u001b[38;5;28msuper\u001b[39m()\u001b[38;5;241m.\u001b[39m\u001b[38;5;21m__init__\u001b[39m(\n\u001b[0;32m     46\u001b[0m     browser_name\u001b[38;5;241m=\u001b[39mDesiredCapabilities\u001b[38;5;241m.\u001b[39mCHROME[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mbrowserName\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[0;32m     47\u001b[0m     vendor_prefix\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mgoog\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[0;32m     48\u001b[0m     options\u001b[38;5;241m=\u001b[39moptions,\n\u001b[0;32m     49\u001b[0m     service\u001b[38;5;241m=\u001b[39mservice,\n\u001b[0;32m     50\u001b[0m     keep_alive\u001b[38;5;241m=\u001b[39mkeep_alive,\n\u001b[0;32m     51\u001b[0m )\n",
      "File \u001b[1;32mc:\\Users\\peter\\anaconda3\\Lib\\site-packages\\selenium\\webdriver\\chromium\\webdriver.py:50\u001b[0m, in \u001b[0;36mChromiumDriver.__init__\u001b[1;34m(self, browser_name, vendor_prefix, options, service, keep_alive)\u001b[0m\n\u001b[0;32m     47\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mservice \u001b[38;5;241m=\u001b[39m service\n\u001b[0;32m     49\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mservice\u001b[38;5;241m.\u001b[39mpath \u001b[38;5;241m=\u001b[39m DriverFinder\u001b[38;5;241m.\u001b[39mget_path(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mservice, options)\n\u001b[1;32m---> 50\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mservice\u001b[38;5;241m.\u001b[39mstart()\n\u001b[0;32m     52\u001b[0m executor \u001b[38;5;241m=\u001b[39m ChromiumRemoteConnection(\n\u001b[0;32m     53\u001b[0m     remote_server_addr\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mservice\u001b[38;5;241m.\u001b[39mservice_url,\n\u001b[0;32m     54\u001b[0m     browser_name\u001b[38;5;241m=\u001b[39mbrowser_name,\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m     57\u001b[0m     ignore_proxy\u001b[38;5;241m=\u001b[39moptions\u001b[38;5;241m.\u001b[39m_ignore_local_proxy,\n\u001b[0;32m     58\u001b[0m )\n\u001b[0;32m     60\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n",
      "File \u001b[1;32mc:\\Users\\peter\\anaconda3\\Lib\\site-packages\\selenium\\webdriver\\common\\service.py:103\u001b[0m, in \u001b[0;36mService.start\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m    101\u001b[0m \u001b[38;5;28;01mwhile\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m:\n\u001b[0;32m    102\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39massert_process_still_running()\n\u001b[1;32m--> 103\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mis_connectable():\n\u001b[0;32m    104\u001b[0m         \u001b[38;5;28;01mbreak\u001b[39;00m\n\u001b[0;32m    105\u001b[0m     \u001b[38;5;66;03m# sleep increasing: 0.01, 0.06, 0.11, 0.16, 0.21, 0.26, 0.31, 0.36, 0.41, 0.46, 0.5\u001b[39;00m\n",
      "File \u001b[1;32mc:\\Users\\peter\\anaconda3\\Lib\\site-packages\\selenium\\webdriver\\common\\service.py:120\u001b[0m, in \u001b[0;36mService.is_connectable\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m    117\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mis_connectable\u001b[39m(\u001b[38;5;28mself\u001b[39m) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m \u001b[38;5;28mbool\u001b[39m:\n\u001b[0;32m    118\u001b[0m \u001b[38;5;250m    \u001b[39m\u001b[38;5;124;03m\"\"\"Establishes a socket connection to determine if the service running\u001b[39;00m\n\u001b[0;32m    119\u001b[0m \u001b[38;5;124;03m    on the port is accessible.\"\"\"\u001b[39;00m\n\u001b[1;32m--> 120\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m utils\u001b[38;5;241m.\u001b[39mis_connectable(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mport)\n",
      "File \u001b[1;32mc:\\Users\\peter\\anaconda3\\Lib\\site-packages\\selenium\\webdriver\\common\\utils.py:101\u001b[0m, in \u001b[0;36mis_connectable\u001b[1;34m(port, host)\u001b[0m\n\u001b[0;32m     99\u001b[0m socket_ \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[0;32m    100\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m--> 101\u001b[0m     socket_ \u001b[38;5;241m=\u001b[39m socket\u001b[38;5;241m.\u001b[39mcreate_connection((host, port), \u001b[38;5;241m1\u001b[39m)\n\u001b[0;32m    102\u001b[0m     result \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[0;32m    103\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m _is_connectable_exceptions:\n",
      "File \u001b[1;32mc:\\Users\\peter\\anaconda3\\Lib\\socket.py:836\u001b[0m, in \u001b[0;36mcreate_connection\u001b[1;34m(address, timeout, source_address, all_errors)\u001b[0m\n\u001b[0;32m    834\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m source_address:\n\u001b[0;32m    835\u001b[0m     sock\u001b[38;5;241m.\u001b[39mbind(source_address)\n\u001b[1;32m--> 836\u001b[0m sock\u001b[38;5;241m.\u001b[39mconnect(sa)\n\u001b[0;32m    837\u001b[0m \u001b[38;5;66;03m# Break explicitly a reference cycle\u001b[39;00m\n\u001b[0;32m    838\u001b[0m exceptions\u001b[38;5;241m.\u001b[39mclear()\n",
      "\u001b[1;31mKeyboardInterrupt\u001b[0m: "
     ]
    }
   ],
   "source": [
    "import requests\n",
    "from bs4 import BeautifulSoup\n",
    "from selenium import webdriver\n",
    "from selenium.webdriver.chrome.service import Service\n",
    "from webdriver_manager.chrome import ChromeDriverManager\n",
    "import time\n",
    "from selenium.webdriver.common.by import By\n",
    "from selenium.webdriver.support.ui import WebDriverWait\n",
    "from selenium.webdriver.support import expected_conditions as EC\n",
    "\n",
    "service = Service(ChromeDriverManager().install())\n",
    "driver = webdriver.Chrome(service=service)\n",
    "\n",
    "base_url = \"https://www.bobaedream.co.kr/mycar/mycar_list.php?gubun=K\"\n",
    "\n",
    "# 각 페이지마다의 상세 페이지 링크를 저장\n",
    "detail_links = []\n",
    "\n",
    "# 페이지 이동\n",
    "for page_num in range(1, 28):  # 숫자조절하면서 페이지반복 1페이지부터 706페이지까지 반복해야함\n",
    "    url = f\"{base_url}&page={page_num}&order=S11&view_size=20\"\n",
    "    response = requests.get(url)\n",
    "    soup = BeautifulSoup(response.text, 'html.parser')\n",
    "\n",
    "    # 각 페이지에서 상세 페이지 링크 추출\n",
    "    car_elements = soup.select('#listCont > div.wrap-thumb-list > ul > li > div > div.mode-cell.title > p.tit > a')\n",
    "    for car_element in car_elements:\n",
    "        detail_link = car_element['href']\n",
    "        detail_links.append(detail_link)\n",
    "    \n",
    "    print(page_num)\n",
    "# 상세 정보를 저장할 리스트 초기화\n",
    "car_info_list = []\n",
    "\n",
    "#print(detail_links)\n",
    "\n",
    "# time.sleep(1)\n",
    "\n",
    "# 각 상세 페이지에 접속하여 정보 크롤링\n",
    "for detail_link in detail_links:\n",
    "    detail_link = f\"https://www.bobaedream.co.kr{detail_link}\" \n",
    "    detail_info = crawl_detail_info(detail_link)\n",
    "    car_info_list.append(detail_info)\n",
    "#     print(car_info_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "16804cc1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'차종': '기아 더 K9 3.8 AWD  플래티넘Ⅱ', '가격': '3,450만원', '연식': '2019.04', '배기량': '3,778 cc (315마력)', '주행거리': '48,830 km', '색상': '흰색', '변속기': '자동', '연료': '가솔린', '선루프': 1, 'LED헤드램프': 1, '어댑티드헤드램프': 1, '가죽시트': 1, '열선시트(앞좌석)': 1, '통풍시트': 1, '후방센서': 1, '스마트키': 1, '네비게이션(순정)': 1, '네비게이션(비순정)': 0}\n",
      "{'차종': '기아 더 K9 3.8  플래티넘', '가격': '2,500만원', '연식': '2019.01', '배기량': '3,778 cc (315마력)', '주행거리': '105,000 km', '색상': '검정색', '변속기': '자동', '연료': '가솔린', '소유자 이전 횟수': ' 1회', '전손유무': '전손: 0 ', '침수유무': ' 침수분손 : 0 '}\n",
      "{'차종': '현대 아반떼MD 1.6 M16 프리미엄', '가격': '399만원', '연식': '2011.02', '배기량': '1,591 cc (140마력)', '주행거리': '113,000 km', '색상': '회색', '변속기': '자동', '연료': '가솔린', '선루프': 0, 'LED헤드램프': 0, '어댑티드헤드램프': 0, '가죽시트': 1, '열선시트(앞좌석)': 1, '통풍시트': 0, '후방센서': 1, '스마트키': 1, '네비게이션(순정)': 0, '네비게이션(비순정)': 0}\n",
      "{'차종': '기아 카니발 4세대 2.2 디젤 7인승 하이리무진  시그니처', '가격': '4,350만원', '연식': '2021.11', '배기량': '2,151 cc (202마력)', '주행거리': '80,848 km', '색상': '흰색', '변속기': '자동', '연료': '디젤', '선루프': 0, 'LED헤드램프': 1, '어댑티드헤드램프': 0, '가죽시트': 1, '열선시트(앞좌석)': 1, '통풍시트': 1, '후방센서': 1, '스마트키': 1, '네비게이션(순정)': 1, '네비게이션(비순정)': 0}\n",
      "{'차종': '현대 그랜저IG 2.4 프리미엄', '가격': '2,090만원', '연식': '2018.02', '배기량': '2,359 cc (190마력)', '주행거리': '18,723 km', '색상': '흰색', '변속기': '자동', '연료': '가솔린', '선루프': 0, 'LED헤드램프': 0, '어댑티드헤드램프': 0, '가죽시트': 1, '열선시트(앞좌석)': 1, '통풍시트': 1, '후방센서': 1, '스마트키': 1, '네비게이션(순정)': 1, '네비게이션(비순정)': 0}\n",
      "{'차종': 'KG모빌리티 티볼리 1.6 가솔린 2WD VX', '가격': '940만원', '연식': '2016.06', '배기량': '1,597 cc (126마력)', '주행거리': '98,172 km', '색상': '흰색', '변속기': '자동', '연료': '가솔린', '선루프': 0, 'LED헤드램프': 0, '어댑티드헤드램프': 0, '가죽시트': 1, '열선시트(앞좌석)': 0, '통풍시트': 0, '후방센서': 1, '스마트키': 1, '네비게이션(순정)': 1, '네비게이션(비순정)': 0}\n",
      "{'차종': '기아 올 뉴 K3 1.6 트렌디', '가격': '1,130만원', '연식': '2019.09\\xa0(20년형)', '배기량': '1,598 cc (123마력)', '주행거리': '99,965 km', '색상': '검정색', '변속기': '자동', '연료': '가솔린', '선루프': 0, 'LED헤드램프': 0, '어댑티드헤드램프': 0, '가죽시트': 1, '열선시트(앞좌석)': 1, '통풍시트': 0, '후방센서': 1, '스마트키': 1, '네비게이션(순정)': 0, '네비게이션(비순정)': 0}\n",
      "7\n"
     ]
    }
   ],
   "source": [
    "# 실행중간에 멈추고 확인할때\n",
    "for car_info in car_info_list:\n",
    "    print(car_info)\n",
    "print(len(car_info_list))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "610559e0",
   "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>차종</th>\n",
       "      <th>가격</th>\n",
       "      <th>연식</th>\n",
       "      <th>배기량</th>\n",
       "      <th>주행거리</th>\n",
       "      <th>색상</th>\n",
       "      <th>변속기</th>\n",
       "      <th>연료</th>\n",
       "      <th>선루프</th>\n",
       "      <th>LED헤드램프</th>\n",
       "      <th>...</th>\n",
       "      <th>가죽시트</th>\n",
       "      <th>열선시트(앞좌석)</th>\n",
       "      <th>통풍시트</th>\n",
       "      <th>후방센서</th>\n",
       "      <th>스마트키</th>\n",
       "      <th>네비게이션(순정)</th>\n",
       "      <th>네비게이션(비순정)</th>\n",
       "      <th>소유자 이전 횟수</th>\n",
       "      <th>전손유무</th>\n",
       "      <th>침수유무</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>기아 더 K9 3.8 AWD  플래티넘Ⅱ</td>\n",
       "      <td>3,450만원</td>\n",
       "      <td>2019.04</td>\n",
       "      <td>3,778 cc (315마력)</td>\n",
       "      <td>48,830 km</td>\n",
       "      <td>흰색</td>\n",
       "      <td>자동</td>\n",
       "      <td>가솔린</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>기아 더 K9 3.8  플래티넘</td>\n",
       "      <td>2,500만원</td>\n",
       "      <td>2019.01</td>\n",
       "      <td>3,778 cc (315마력)</td>\n",
       "      <td>105,000 km</td>\n",
       "      <td>검정색</td>\n",
       "      <td>자동</td>\n",
       "      <td>가솔린</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1회</td>\n",
       "      <td>전손: 0</td>\n",
       "      <td>침수분손 : 0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>현대 아반떼MD 1.6 M16 프리미엄</td>\n",
       "      <td>399만원</td>\n",
       "      <td>2011.02</td>\n",
       "      <td>1,591 cc (140마력)</td>\n",
       "      <td>113,000 km</td>\n",
       "      <td>회색</td>\n",
       "      <td>자동</td>\n",
       "      <td>가솔린</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>기아 카니발 4세대 2.2 디젤 7인승 하이리무진  시그니처</td>\n",
       "      <td>4,350만원</td>\n",
       "      <td>2021.11</td>\n",
       "      <td>2,151 cc (202마력)</td>\n",
       "      <td>80,848 km</td>\n",
       "      <td>흰색</td>\n",
       "      <td>자동</td>\n",
       "      <td>디젤</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>현대 그랜저IG 2.4 프리미엄</td>\n",
       "      <td>2,090만원</td>\n",
       "      <td>2018.02</td>\n",
       "      <td>2,359 cc (190마력)</td>\n",
       "      <td>18,723 km</td>\n",
       "      <td>흰색</td>\n",
       "      <td>자동</td>\n",
       "      <td>가솔린</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>KG모빌리티 티볼리 1.6 가솔린 2WD VX</td>\n",
       "      <td>940만원</td>\n",
       "      <td>2016.06</td>\n",
       "      <td>1,597 cc (126마력)</td>\n",
       "      <td>98,172 km</td>\n",
       "      <td>흰색</td>\n",
       "      <td>자동</td>\n",
       "      <td>가솔린</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>기아 올 뉴 K3 1.6 트렌디</td>\n",
       "      <td>1,130만원</td>\n",
       "      <td>2019.09 (20년형)</td>\n",
       "      <td>1,598 cc (123마력)</td>\n",
       "      <td>99,965 km</td>\n",
       "      <td>검정색</td>\n",
       "      <td>자동</td>\n",
       "      <td>가솔린</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>7 rows × 21 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                  차종       가격              연식  \\\n",
       "0             기아 더 K9 3.8 AWD  플래티넘Ⅱ  3,450만원         2019.04   \n",
       "1                  기아 더 K9 3.8  플래티넘  2,500만원         2019.01   \n",
       "2              현대 아반떼MD 1.6 M16 프리미엄    399만원         2011.02   \n",
       "3  기아 카니발 4세대 2.2 디젤 7인승 하이리무진  시그니처  4,350만원         2021.11   \n",
       "4                  현대 그랜저IG 2.4 프리미엄  2,090만원         2018.02   \n",
       "5          KG모빌리티 티볼리 1.6 가솔린 2WD VX    940만원         2016.06   \n",
       "6                  기아 올 뉴 K3 1.6 트렌디  1,130만원  2019.09 (20년형)   \n",
       "\n",
       "                배기량        주행거리   색상 변속기   연료  선루프  LED헤드램프  ...  가죽시트  \\\n",
       "0  3,778 cc (315마력)   48,830 km   흰색  자동  가솔린  1.0      1.0  ...   1.0   \n",
       "1  3,778 cc (315마력)  105,000 km  검정색  자동  가솔린  NaN      NaN  ...   NaN   \n",
       "2  1,591 cc (140마력)  113,000 km   회색  자동  가솔린  0.0      0.0  ...   1.0   \n",
       "3  2,151 cc (202마력)   80,848 km   흰색  자동   디젤  0.0      1.0  ...   1.0   \n",
       "4  2,359 cc (190마력)   18,723 km   흰색  자동  가솔린  0.0      0.0  ...   1.0   \n",
       "5  1,597 cc (126마력)   98,172 km   흰색  자동  가솔린  0.0      0.0  ...   1.0   \n",
       "6  1,598 cc (123마력)   99,965 km  검정색  자동  가솔린  0.0      0.0  ...   1.0   \n",
       "\n",
       "   열선시트(앞좌석)  통풍시트  후방센서  스마트키  네비게이션(순정)  네비게이션(비순정)  소유자 이전 횟수    전손유무  \\\n",
       "0        1.0   1.0   1.0   1.0        1.0         0.0        NaN     NaN   \n",
       "1        NaN   NaN   NaN   NaN        NaN         NaN         1회  전손: 0    \n",
       "2        1.0   0.0   1.0   1.0        0.0         0.0        NaN     NaN   \n",
       "3        1.0   1.0   1.0   1.0        1.0         0.0        NaN     NaN   \n",
       "4        1.0   1.0   1.0   1.0        1.0         0.0        NaN     NaN   \n",
       "5        0.0   0.0   1.0   1.0        1.0         0.0        NaN     NaN   \n",
       "6        1.0   0.0   1.0   1.0        0.0         0.0        NaN     NaN   \n",
       "\n",
       "         침수유무  \n",
       "0         NaN  \n",
       "1   침수분손 : 0   \n",
       "2         NaN  \n",
       "3         NaN  \n",
       "4         NaN  \n",
       "5         NaN  \n",
       "6         NaN  \n",
       "\n",
       "[7 rows x 21 columns]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "\n",
    "car_info_df = pd.DataFrame(car_info_list)\n",
    "car_info_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "19b40b9e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "'car_data.csv' 파일이 성공적으로 저장되었습니다.\n"
     ]
    }
   ],
   "source": [
    "filename = 'car_data.csv'\n",
    "car_info_df.to_csv(filename, index=False, encoding='utf-8-sig')\n",
    "\n",
    "print(f\"'{filename}' 파일이 성공적으로 저장되었습니다.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d72f8350",
   "metadata": {},
   "outputs": [],
   "source": [
    "for detail_link in detail_links:\n",
    "    detail_link = f\"https://www.bobaedream.co.kr{detail_link}\" \n",
    "    detail_info = crawl_detail_info(detail_link)\n",
    "    car_info_list.append(detail_info)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "id": "45be4c57",
   "metadata": {},
   "outputs": [],
   "source": [
    "del(car_info_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "id": "0f190ef0",
   "metadata": {},
   "outputs": [],
   "source": [
    "car_info_list = []"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "id": "79b32583",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "210"
      ]
     },
     "execution_count": 79,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(detail_links)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "id": "73ede08d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "210"
      ]
     },
     "execution_count": 80,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(set(detail_links))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "6d26e331",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['/cyber/CyberCar_view.php?no=771012&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770831&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770812&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=769118&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=763555&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=771014&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770993&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=771002&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770953&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770981&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770986&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=771011&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=771010&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=771004&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770997&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770823&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770909&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770951&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770973&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770947&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770979&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770978&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770975&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770952&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770946&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770826&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770806&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770920&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770849&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770942&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770921&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770922&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770908&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770887&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770877&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=745570&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770905&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770904&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770869&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770856&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770834&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770861&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770878&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770867&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770862&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770882&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770844&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770778&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770609&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770211&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=769947&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770830&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770840&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770832&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770824&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770820&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770821&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770817&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770574&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770802&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770814&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770813&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770815&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770809&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770804&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770803&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770676&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770777&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770772&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770757&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770695&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770763&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770771&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770602&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=769860&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770618&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770648&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770748&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770740&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770739&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770732&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770531&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770549&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770455&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=762489&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770705&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770706&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770707&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=768822&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=759298&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770065&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770586&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770631&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=769718&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770696&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770672&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770661&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770639&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=768890&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770195&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770653&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770643&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770141&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770405&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770638&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770632&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770620&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770617&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770612&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770580&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770582&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=769847&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770097&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770606&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770241&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770462&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770589&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770587&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=768003&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770135&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770572&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=765187&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770181&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770276&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=687829&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770546&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770553&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770540&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=768838&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770434&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770511&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=769232&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770517&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770273&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770520&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770503&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770514&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770516&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770507&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=767861&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770376&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770374&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770509&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770500&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770499&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770101&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=769946&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=769918&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770496&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770495&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770160&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770348&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=766870&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770489&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770488&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=762536&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770465&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770458&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770443&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770435&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770437&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770439&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770414&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770412&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770436&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770415&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770308&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=769704&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770354&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770431&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770421&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770411&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770139&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=768730&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770266&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770384&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770126&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=768540&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=769126&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770364&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=768432&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=768627&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770372&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770380&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770366&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770369&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770361&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770358&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=769893&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770087&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770355&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770339&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770240&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770188&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770169&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770338&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770325&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770324&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770322&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770321&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770057&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770310&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770298&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770261&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770262&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770144&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=766546&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770286&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770281&gubun=K',\n",
       " '/cyber/CyberCar_view.php?no=770279&gubun=K']"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "detail_links"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "id": "f0e060c1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "326"
      ]
     },
     "execution_count": 77,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(car_info_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7a006044",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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   "name": "python3"
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    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
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